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10, 10, 2, 10, 15, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 2, 15, 14, 10, 10, 10, 10, 17, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 2, 14, 10, 10, 10, 10, 7, 10, 2, 10, 7, 0, 10, 14, 10, 10, 2, 14, 15, 2, 10, 2, 10, 2, 10, 11, 0, 2, 10, 10, 7, 2, 11, 4, 11, 2, 2, 14, 17, 14, 11, 11, 2, 10 ], "type_text": [ "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Books", "Pet Supplies", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Books", "Movies and TV", "Pet Supplies", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Movies and TV", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Other", "Books", "Movies and TV", "Books", "Books", "Pet Supplies", "Movies and TV", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Pet Supplies", "Books", "Pet Supplies", "Books", "Home and Kitchen", "Other", "Pet Supplies", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Electronics", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Movies and TV", "Cell Phones and Accessories", "Movies and TV", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, especially in the initial weeks. Other categories such as \"Pet Supplies\" and \"Grocery and Gourmet Food\" emerge intermittently, often clustering around specific weeks, particularly in the middle and later parts of the sequence. \"Clothing Shoes and Jewelry\" and \"Movies and TV\" also appear, but less frequently, with some clustering noted in the later weeks. Overall, there is a clear trend of sustained interest in \"Books,\" with other categories appearing in a more sporadic manner." }, { "dim_process": 18, "seq_idx": 1, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.571428571428571, 6.857142857142857, 8.142857142857142, 10.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.142857142857142, 17.142857142857142, 17.428571428571427, 18.857142857142858, 19.285714285714285, 19.857142857142858, 21.571428571428573, 21.571428571428573, 22.142857142857142, 23.142857142857142, 24.285714285714285, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 2.2857142857142856, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 1.7142857142857142, 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 11, 10, 11, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Books", "Home and Kitchen", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The initial reviews are heavily concentrated in the first few weeks, primarily in the \"Books\" category, followed by a gradual introduction of \"Kindle Store\" reviews. As the timeline progresses, there are occasional reviews in the \"Home and Kitchen\" category, but the majority of reviews remain in \"Books,\" particularly in the later weeks, indicating a sustained interest in this category throughout the sequence. Overall, the reviews cluster predominantly around the \"Books\" category with intermittent reviews for \"Kindle Store\" and \"Home and Kitchen.\"" }, { "dim_process": 18, "seq_idx": 2, "seq_len": 72, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.428571428571429, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 19.285714285714285, 20.285714285714285, 20.428571428571427, 20.571428571428573, 21.0, 21.714285714285715, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.8571428571428572, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 15, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 11, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline, particularly in the early weeks and continuing throughout the entire period. Reviews for \"Kindle Store\" appear intermittently, often clustered around the same weeks as the book reviews, suggesting a relationship between the two categories. Other categories, such as \"Clothing Shoes and Jewelry\" and \"Tools and Home Improvement,\" appear less frequently and are concentrated in the earlier part of the timeline. Overall, the trend indicates a strong preference for books, with significant clusters of reviews occurring in the later weeks, particularly around the 16-week mark." }, { "dim_process": 18, "seq_idx": 3, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.0, 9.285714285714286, 9.714285714285714, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.142857142857142, 14.142857142857142, 15.714285714285714, 16.0, 17.285714285714285, 18.0, 19.571428571428573, 19.857142857142858, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 1.0, 1.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, where multiple reviews are submitted in the initial weeks. This is followed by a shift to the \"Kindle Store\" category, which sees a cluster of reviews around the second and third weeks. After a period of mixed reviews between the two categories, the user predominantly returns to reviewing \"Books\" from weeks four to ten, with a few \"Kindle Store\" reviews interspersed. Towards the end of the sequence, there is a resurgence of \"Books\" reviews, with \"Kindle Store\" reviews appearing less frequently. Overall, the trend shows an initial emphasis on \"Books,\" a mid-sequence focus on \"Kindle Store,\" and a later return to \"Books.\"" }, { "dim_process": 18, "seq_idx": 4, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.571428571428571, 11.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.142857142857142, 13.857142857142858, 14.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is dominated by the \"Books\" category, with reviews consistently submitted over a span of time. Initially, reviews are submitted frequently within the first few weeks, with a gradual decline in frequency as time progresses. There are clusters of reviews occurring at regular intervals, particularly in the early weeks, with a notable gap before a resurgence of reviews in the later weeks. Overall, the trend indicates a strong initial engagement with the \"Books\" category, followed by a sustained but less frequent review pattern." }, { "dim_process": 18, "seq_idx": 5, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.571428571428571, 5.571428571428571, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.142857142857142, 12.571428571428571, 12.857142857142858, 13.857142857142858, 14.428571428571429, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 18.714285714285715, 20.142857142857142, 20.714285714285715, 21.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 1.0, 0.5714285714285714, 2.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over time. The user predominantly reviews books in the initial weeks, with a notable cluster of activity occurring between the 0 to 5-week mark. There is a brief introduction of reviews in the \"Kindle Store\" category around the 5.57-week mark, but the emphasis quickly returns to books. The review activity continues steadily, with occasional spikes in frequency, particularly around the 12 to 18-week period, before tapering off slightly towards the end of the sequence. Overall, the reviews are predominantly concentrated in the \"Books\" category throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 6, "seq_len": 51, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 2.142857142857143, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.571428571428571, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.142857142857142, 17.714285714285715, 17.857142857142858, 19.285714285714285, 20.714285714285715, 21.285714285714285, 21.571428571428573, 21.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.0, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a span of time, with a notable concentration in the earlier weeks. The reviews for books dominate the timeline, with a gradual increase in frequency before a slight decline, followed by a few reviews for the Kindle Store towards the end of the sequence. The transition to the Kindle Store occurs after a sustained period of reviewing books, indicating a shift in the user's focus. Overall, the review activity is heavily clustered in the initial weeks, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 7, "seq_len": 41, "time_since_start": [ 0.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.571428571428571, 9.571428571428571, 10.428571428571429, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 17.714285714285715, 20.857142857142858, 21.142857142857142, 21.428571428571427 ], "time_since_last_event": [ 0.0, 2.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 5.428571428571429, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 3.142857142857143, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a series of reviews predominantly focused on Books, which cluster heavily in the early weeks. After an initial concentration of reviews within the first 15 weeks, there is a notable shift to intermittent reviews in the Kindle Store, occurring at various intervals. The trend shows a consistent interest in Books throughout the sequence, with Kindle Store reviews appearing less frequently and primarily towards the beginning and end of the timeline. Overall, the majority of reviews are concentrated within the first 15 weeks, with a gradual decrease in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 8, "seq_len": 74, "time_since_start": [ 0.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.571428571428571, 15.285714285714286, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.142857142857142, 18.428571428571427, 20.142857142857142, 20.428571428571427, 20.714285714285715, 21.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 1.2857142857142858, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with multiple reviews submitted in close succession. The \"Kindle Store\" category appears less frequently, primarily clustered around the 2-week, 3-week, 5-week, 6-week, 10-week, and 17-week marks. There is a noticeable trend of reviewing \"Books\" more intensively in the earlier weeks, with a gradual increase in the frequency of reviews for both categories as the timeline progresses, particularly in the later weeks. Overall, the reviews are heavily skewed towards \"Books,\" with \"Kindle Store\" reviews interspersed at various intervals." }, { "dim_process": 18, "seq_idx": 9, "seq_len": 55, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.571428571428571, 11.857142857142858, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 15.714285714285714, 16.0, 16.142857142857142, 16.714285714285715, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 6.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over a span of several weeks. Most reviews are concentrated in the initial weeks, with a gradual decline in frequency as time progresses. A notable shift occurs around week 5, when a review for the \"Kindle Store\" is submitted, followed by another in week 11. The sequence concludes with a review in the \"Clothing Shoes and Jewelry\" category after a significant gap, indicating a shift in product focus after a prolonged period of reviewing books." }, { "dim_process": 18, "seq_idx": 10, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.0, 8.0, 8.714285714285714, 9.0, 9.142857142857142, 9.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.857142857142858, 19.0, 22.142857142857142, 22.571428571428573, 23.571428571428573, 23.714285714285715, 25.142857142857142, 25.428571428571427, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 3.142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. As time progresses, reviews for the \"Kindle Store\" start to appear, initially interspersed with \"Books\" reviews but gradually increasing in frequency. There is a notable cluster of \"Kindle Store\" reviews around the 4 to 8-week mark, after which \"Books\" reviews continue to be submitted consistently. Towards the end of the timeline, there is a brief mention of \"Arts Crafts and Sewing,\" but the majority of reviews remain concentrated in the \"Books\" category, with \"Kindle Store\" reviews appearing more frequently as well." }, { "dim_process": 18, "seq_idx": 11, "seq_len": 40, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.0, 2.4285714285714284, 3.4285714285714284, 4.0, 4.857142857142857, 5.571428571428571, 5.714285714285714, 6.571428571428571, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.571428571428571, 10.142857142857142, 10.714285714285714, 11.142857142857142, 11.571428571428571, 12.571428571428571, 13.142857142857142, 13.428571428571429, 14.0, 14.285714285714286, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.0, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.142857142857142, 20.0, 20.571428571428573, 21.285714285714285, 21.714285714285715, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a continuous timeframe. The reviews begin at week zero and continue to be submitted consistently, with a noticeable clustering of reviews in the earlier weeks, particularly between weeks 0 and 18. After week 18, there is a slight decrease in the frequency of reviews, but they continue to be submitted up to week 21. Overall, the trend shows a high volume of reviews in the initial weeks, tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 12, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.4285714285714286, 1.4285714285714286, 2.142857142857143, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.285714285714286, 6.285714285714286, 7.142857142857143, 8.714285714285714, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 16.285714285714285, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 19.285714285714285, 20.714285714285715, 21.714285714285715, 23.142857142857142, 23.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.8571428571428571, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.0, 1.4285714285714286, 0.14285714285714285, 2.0 ], "type_event": [ 10, 10, 16, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 14, 16, 10, 16, 14, 10, 14, 16, 14, 14, 14, 14, 14, 14, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Books", "Movies and TV", "Kindle Store", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which dominates the early weeks. After a few weeks, there is a notable introduction of reviews in the \"Movies and TV\" and \"Kindle Store\" categories, with \"Books\" still being reviewed frequently. As time progresses, there is an increase in reviews for the \"Kindle Store,\" particularly in the later weeks, while \"Movies and TV\" reviews cluster towards the middle and late stages of the timeline. Overall, the pattern shows an initial emphasis on books, followed by a gradual diversification into other categories, especially towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 13, "seq_len": 91, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 7.285714285714286, 7.428571428571429, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 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10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which constitutes the majority of entries throughout the timeline. Reviews for \"Books\" are consistently submitted at regular intervals, particularly in the early weeks, with a notable cluster of reviews occurring between weeks 0 and 24. The \"Kindle Store\" category appears less frequently, primarily interspersed among the reviews for \"Books,\" specifically at weeks 0.43, 7.0, 18.14, and 24.14. Overall, the trend indicates a sustained interest in books, with occasional reviews for the Kindle Store appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 14, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.5714285714285714, 2.5714285714285716, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 5.571428571428571, 6.142857142857143, 6.571428571428571, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 9.142857142857142, 9.571428571428571, 10.0, 10.714285714285714, 11.0, 11.428571428571429, 13.0, 13.0, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.714285714285714, 16.142857142857142, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.0, 17.714285714285715, 17.857142857142858, 18.714285714285715, 18.857142857142858, 19.714285714285715, 20.571428571428573, 20.714285714285715, 21.0, 22.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 2.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. The first review in the \"Kindle Store\" category appears after one week, but reviews for \"Books\" continue to dominate the sequence. There are occasional reviews for \"Kindle Store\" interspersed throughout, particularly around the 11-week and 14-week marks. Towards the latter part of the sequence, the reviews remain predominantly in the \"Books\" category, with a brief mention of \"Clothing Shoes and Jewelry\" occurring around the 16-week mark. Overall, the trend shows a consistent preference for \"Books\" throughout the entire period, with limited diversification into other categories." }, { "dim_process": 18, "seq_idx": 15, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 2.0, 2.0, 2.2857142857142856, 2.4285714285714284, 3.0, 3.2857142857142856, 5.0, 5.142857142857143, 5.571428571428571, 6.571428571428571, 7.0, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.714285714285714, 10.0, 10.285714285714286, 11.142857142857142, 11.857142857142858, 12.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 15.285714285714286, 15.857142857142858, 16.0, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.857142857142858, 18.142857142857142, 18.285714285714285, 20.857142857142858, 22.142857142857142, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 2.5714285714285716, 1.2857142857142858, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. After a couple of weeks, a review for \"Grocery and Gourmet Food\" appears, followed by a continued emphasis on \"Books.\" The reviews for \"Books\" remain dominant throughout the sequence, with a few instances of reviews for \"Office Products\" and \"Kindle Store\" appearing later on. Notably, the reviews for \"Books\" cluster heavily in the earlier part of the timeline, while the other categories are reviewed less frequently and appear more sporadically." }, { "dim_process": 18, "seq_idx": 16, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.7142857142857144, 3.857142857142857, 5.142857142857143, 5.428571428571429, 6.285714285714286, 6.571428571428571, 7.857142857142857, 8.142857142857142, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.571428571428571, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 15.0, 16.142857142857142, 17.142857142857142, 17.714285714285715, 18.0, 18.0, 18.142857142857142, 18.714285714285715, 19.714285714285715, 20.285714285714285, 20.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 1.1428571428571428, 1.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.5714285714285714, 0.5714285714285714, 4.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 5, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Automotive", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted consistently over the first 20 weeks. There is a noticeable concentration of reviews in the early weeks, particularly between weeks 0 and 3, after which the frequency begins to taper off but continues steadily. The first instance of a review in the \"Kindle Store\" category occurs at week 13, followed by a few more instances interspersed among the \"Books\" reviews. An \"Automotive\" review appears briefly at week 14, but the predominant trend remains the user\u2019s engagement with \"Books,\" which continues throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 17, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.714285714285714, 9.0, 9.142857142857142, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.571428571428571, 15.428571428571429, 15.714285714285714, 16.0, 16.857142857142858, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 19.142857142857142, 19.285714285714285, 19.428571428571427, 24.428571428571427, 24.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 3.5714285714285716, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 5.0, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for Books and the Kindle Store, with a notable concentration of Book reviews occurring in the initial weeks. As time progresses, Books continue to dominate the review submissions, particularly between the 4 to 18-week mark, with several clusters of reviews appearing in this category. The Kindle Store reviews are less frequent and tend to appear intermittently, primarily at the beginning, around the 10-week mark, and later around the 19-week mark. Overall, the trend shows a strong preference for reviewing Books, with Kindle Store reviews appearing at specific intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 18, "seq_len": 59, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 11.0, 11.0, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.142857142857142, 13.285714285714286, 13.285714285714286, 16.142857142857142, 16.142857142857142, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.571428571428573, 17.571428571428573, 19.0, 20.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 24.142857142857142, 24.142857142857142, 24.142857142857142, 24.142857142857142, 24.142857142857142, 24.142857142857142, 24.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 5.428571428571429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 1.1428571428571428, 0.0, 2.857142857142857, 0.0, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0 ], "type_event": [ 1, 11, 11, 1, 4, 7, 4, 4, 4, 0, 4, 4, 7, 12, 0, 15, 6, 1, 5, 4, 4, 0, 12, 1, 11, 9, 15, 5, 6, 4, 5, 5, 4, 5, 4, 17, 5, 5, 12, 12, 4, 13, 1, 2, 3, 1, 13, 12, 7, 2, 5, 12, 4, 2, 1, 8, 5, 4, 6 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Electronics", "Electronics", "Electronics", "Other", "Electronics", "Electronics", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Tools and Home Improvement", "Automotive", "Electronics", "Electronics", "Other", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Automotive", "Industrial and Scientific", "Electronics", "Automotive", "Automotive", "Electronics", "Automotive", "Electronics", "Cell Phones and Accessories", "Automotive", "Automotive", "Sports and Outdoors", "Sports and Outdoors", "Electronics", "Patio Lawn and Garden", "Tools and Home Improvement", "Pet Supplies", "Arts Crafts and Sewing", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Grocery and Gourmet Food", "Pet Supplies", "Automotive", "Sports and Outdoors", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Toys and Games", "Automotive", "Electronics", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a focus on Tools and Home Improvement and Home and Kitchen categories in the initial weeks. Electronics reviews dominate the timeline from around the 0.57-week mark to approximately 2.86 weeks, after which there is a notable shift to a wider variety of categories, including Sports and Outdoors, Automotive, and other miscellaneous categories around the 8.29-week mark. A clustering of reviews occurs around the 10.29-week mark, where multiple categories are represented simultaneously. The sequence shows a resurgence of Electronics reviews later, alongside a consistent presence of Automotive and Sports and Outdoors categories, particularly from the 11-week mark onward, with a final cluster of reviews around 24 weeks that includes multiple categories again." }, { "dim_process": 18, "seq_idx": 19, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.571428571428571, 6.142857142857143, 6.428571428571429, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.285714285714286, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.0, 12.714285714285714, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.428571428571427, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.428571428571427, 19.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of submissions occurring predominantly in the early weeks. The reviews for \"Books\" are clustered together, with multiple entries submitted in close succession over the first 19 weeks. The first review for \"Pet Supplies\" appears later in the timeline, specifically at week 10, while the \"Kindle Store\" reviews emerge even later, around weeks 14 and 16. Overall, the majority of reviews are concentrated in the earlier part of the timeline, with a noticeable shift to other categories occurring much later." }, { "dim_process": 18, "seq_idx": 20, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 2.0, 2.7142857142857144, 3.4285714285714284, 4.857142857142857, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 19.714285714285715, 21.571428571428573, 22.428571428571427, 22.857142857142858, 23.857142857142858, 23.857142857142858, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.8571428571428572, 0.8571428571428571, 0.42857142857142855, 1.0, 0.0, 0.5714285714285714, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. As time progresses, there is a gradual introduction of reviews for the \"Kindle Store,\" which starts appearing alongside the \"Books\" reviews around the sixth week. The frequency of \"Kindle Store\" reviews increases notably in the later weeks, particularly between the 8th and 18th weeks, while \"Books\" reviews continue to dominate throughout the entire sequence. Overall, the pattern shows a strong initial emphasis on \"Books,\" followed by a growing presence of \"Kindle Store\" reviews, particularly in the latter half of the timeline." }, { "dim_process": 18, "seq_idx": 21, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.4285714285714284, 3.2857142857142856, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.285714285714286, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.285714285714286, 12.142857142857142, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.285714285714285, 16.571428571428573, 17.0, 17.571428571428573, 17.714285714285715, 18.0, 22.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 4.714285714285714, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of submissions occurring in close intervals over a span of several weeks. The reviews for \"Books\" are clustered heavily at the beginning, with a gradual tapering off as time progresses. After a significant period focused on \"Books,\" there is a single review for \"Home and Kitchen,\" followed by reviews for \"Arts Crafts and Sewing\" and the \"Kindle Store,\" indicating a shift in the user's review focus towards other categories later in the timeline. Overall, the trend shows a strong initial emphasis on books, which continues for an extended duration before diversifying into other product categories." }, { "dim_process": 18, "seq_idx": 22, "seq_len": 72, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.571428571428571, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.857142857142858, 19.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 4.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over an extended period. The majority of reviews occur in clusters early on, particularly within the first 10 weeks, with a noticeable shift to include \"Kindle Store\" reviews starting around the 3-week mark. While \"Books\" reviews continue to be submitted throughout the timeline, \"Kindle Store\" reviews appear intermittently, primarily at specific points, suggesting a secondary interest that emerges after the initial phase of reviewing books. Overall, the trend indicates a sustained engagement with books, punctuated by occasional reviews of Kindle Store products." }, { "dim_process": 18, "seq_idx": 23, "seq_len": 42, "time_since_start": [ 0.0, 1.0, 3.0, 3.142857142857143, 4.0, 4.857142857142857, 5.428571428571429, 6.142857142857143, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 8.428571428571429, 9.428571428571429, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.0, 12.142857142857142, 12.285714285714286, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 16.142857142857142, 16.285714285714285, 17.0, 17.714285714285715, 17.714285714285715, 18.285714285714285, 18.571428571428573, 19.142857142857142, 20.571428571428573, 21.0, 22.0, 22.285714285714285, 23.428571428571427, 23.857142857142858, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 2.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 1.0, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 10, 10, 10, 10, 10, 11, 13, 10, 10, 11, 2, 10, 10, 4, 1, 10, 10, 11 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Electronics", "Tools and Home Improvement", "Books", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable shift, with reviews for \"Home and Kitchen\" and \"Pet Supplies\" appearing intermittently, particularly around the 13 to 20-week mark. The reviews for \"Books\" continue to dominate throughout the sequence, with a consistent presence until the end. Additionally, \"Electronics\" and \"Tools and Home Improvement\" reviews are introduced later in the timeline, suggesting a gradual diversification of categories as the sequence unfolds. Overall, the reviews cluster heavily around \"Books\" in the early weeks, with other categories emerging more prominently in the latter half of the timeline." }, { "dim_process": 18, "seq_idx": 24, "seq_len": 74, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 3.0, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.571428571428571, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.714285714285714, 10.0, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.714285714285714, 14.0, 14.0, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 19.0, 21.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 2.4285714285714284, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific intervals, often coinciding with reviews for \"Books.\" The initial weeks see a mix of both categories, but as time progresses, the frequency of \"Books\" reviews increases significantly, indicating a sustained interest in that category. Overall, the pattern reveals a strong preference for \"Books,\" with \"Kindle Store\" reviews appearing intermittently throughout the timeline." }, { "dim_process": 18, "seq_idx": 25, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.714285714285714, 7.714285714285714, 8.142857142857142, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.857142857142858, 18.857142857142858, 20.285714285714285, 22.142857142857142, 22.571428571428573, 22.571428571428573, 24.285714285714285, 24.714285714285715, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 1.0, 1.4285714285714286, 1.8571428571428572, 0.42857142857142855, 0.0, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, often in clusters. The \"Kindle Store\" reviews occur less frequently and tend to appear sporadically, often interspersed between clusters of \"Books\" reviews. Initially, there is a mix of both categories, but as time progresses, the reviews increasingly favor \"Books,\" particularly in the later weeks, with only occasional \"Kindle Store\" entries. Overall, the trend indicates a strong preference for reviewing \"Books,\" with \"Kindle Store\" reviews primarily appearing at intervals." }, { "dim_process": 18, "seq_idx": 26, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 3.5714285714285716, 3.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 10.285714285714286, 10.714285714285714, 11.714285714285714, 11.857142857142858, 12.0, 12.857142857142858, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.857142857142858, 20.0, 23.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 3.5714285714285716, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over the first 18 weeks. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around weeks 1.86, 5.29, 10.29, 16.43, and later at weeks 23.57 and 24.0. A single review in the \"Home and Kitchen\" category is submitted at week 12. Overall, the majority of reviews are concentrated in the early weeks, with a gradual decline in frequency over time, while \"Kindle Store\" reviews are more sporadic but occur at regular intervals." }, { "dim_process": 18, "seq_idx": 27, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.5714285714285716, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.714285714285714, 11.285714285714286, 11.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 15.142857142857142, 15.571428571428571, 16.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 22.285714285714285, 23.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 4.571428571428571, 0.8571428571428571, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews, indicating a pattern where the user frequently reviews books before transitioning to Kindle-related reviews. There is a notable shift around the 5-week mark, where the user begins to diversify with a review in \"Clothing Shoes and Jewelry,\" but the emphasis quickly returns to \"Books.\" Overall, the reviews are heavily concentrated in the \"Books\" category, with \"Kindle Store\" reviews appearing at regular intervals, particularly after longer stretches of \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 28, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 2.0, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.428571428571429, 5.285714285714286, 5.857142857142857, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.0, 9.285714285714286, 10.0, 10.0, 10.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 13.142857142857142, 14.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 1.2857142857142858, 0.7142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.0, 1.4285714285714286 ], "type_event": [ 4, 15, 12, 11, 17, 17, 9, 4, 5, 7, 0, 15, 9, 0, 1, 4, 5, 15, 9, 11, 15, 0, 9, 7, 0, 15, 9, 4, 5, 4, 15, 5, 17, 5, 12, 0, 4, 4, 1, 11, 7, 9, 15, 11, 15, 7, 12, 4, 11, 6, 4, 8, 15, 15, 9 ], "type_text": [ "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Cell Phones and Accessories", "Office Products", "Electronics", "Automotive", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Office Products", "Other", "Tools and Home Improvement", "Electronics", "Automotive", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Office Products", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Office Products", "Electronics", "Automotive", "Electronics", "Clothing Shoes and Jewelry", "Automotive", "Cell Phones and Accessories", "Automotive", "Sports and Outdoors", "Other", "Electronics", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Industrial and Scientific", "Electronics", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed simultaneously in the initial weeks, particularly focusing on Electronics, Clothing Shoes and Jewelry, and Sports and Outdoors. As time progresses, there is a noticeable clustering of reviews around Clothing Shoes and Jewelry and Office Products, particularly around the 1 to 3-week mark. Later in the sequence, Electronics and Automotive reviews become more prominent, especially between weeks 3 and 5. Towards the end of the timeline, reviews for Home and Kitchen, along with Clothing Shoes and Jewelry, continue to appear, indicating a sustained interest in these categories. Overall, the sequence shows a mix of early diverse reviews with later clustering around specific categories over time." }, { "dim_process": 18, "seq_idx": 29, "seq_len": 54, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 5.142857142857143, 6.0, 7.0, 7.428571428571429, 7.428571428571429, 8.0, 9.0, 10.428571428571429, 10.857142857142858, 11.0, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 18.285714285714285, 18.285714285714285, 18.571428571428573, 19.142857142857142, 19.571428571428573, 19.714285714285715, 21.285714285714285, 21.714285714285715, 22.428571428571427, 23.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.2857142857142858, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 1.8571428571428572, 0.8571428571428571, 1.0, 0.42857142857142855, 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 2.0 ], "type_event": [ 1, 15, 10, 16, 10, 15, 10, 10, 14, 10, 14, 15, 14, 10, 10, 11, 10, 10, 10, 10, 10, 10, 0, 16, 14, 10, 10, 11, 10, 10, 16, 14, 10, 10, 16, 10, 10, 14, 10, 10, 10, 14, 10, 14, 10, 14, 10, 14, 14, 8, 14, 12, 14, 15 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Movies and TV", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Toys and Games", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a clear predominance of the \"Books\" category, which occurs frequently throughout the timeline, particularly in the initial weeks and continuing consistently over time. The \"Movies and TV\" category also appears regularly, often clustering around the same periods as \"Books\" but with slightly fewer occurrences. Other categories such as \"Clothing Shoes and Jewelry,\" \"Kindle Store,\" \"Home and Kitchen,\" and \"Toys and Games\" appear less frequently, with \"Clothing Shoes and Jewelry\" notably appearing later in the sequence. Overall, the reviews trend towards a heavier focus on \"Books\" and \"Movies and TV,\" especially in the earlier to mid-sequence, with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 30, "seq_len": 49, "time_since_start": [ 0.0, 1.4285714285714286, 1.7142857142857142, 3.2857142857142856, 3.2857142857142856, 4.142857142857143, 4.142857142857143, 5.0, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 8.428571428571429, 9.0, 9.0, 9.285714285714286, 10.0, 10.142857142857142, 12.714285714285714, 12.714285714285714, 13.571428571428571, 14.428571428571429, 14.857142857142858, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.285714285714285, 18.857142857142858, 19.714285714285715, 20.142857142857142, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.571428571428573, 22.0, 22.571428571428573, 22.571428571428573, 22.714285714285715, 23.857142857142858, 24.571428571428573, 24.571428571428573, 25.0, 25.0, 25.142857142857142, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.2857142857142857, 1.5714285714285714, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.5714285714285716, 0.0, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857 ], "type_event": [ 0, 17, 15, 11, 1, 2, 8, 15, 1, 11, 6, 8, 5, 12, 8, 0, 1, 5, 15, 2, 15, 8, 15, 17, 15, 17, 15, 17, 7, 3, 11, 17, 11, 11, 8, 15, 11, 11, 11, 17, 12, 11, 11, 12, 15, 8, 1, 17, 17 ], "type_text": [ "Other", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Toys and Games", "Automotive", "Sports and Outdoors", "Toys and Games", "Other", "Tools and Home Improvement", "Automotive", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Cell Phones and Accessories", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Tools and Home Improvement", "Cell Phones and Accessories", "Cell Phones and Accessories" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with certain categories appearing more frequently at specific intervals. Initially, reviews span various categories, including electronics and clothing, but as time progresses, there is a noticeable clustering of reviews in the Home and Kitchen category, particularly around the 18 to 24-week mark. Additionally, reviews for Clothing Shoes and Jewelry and Cell Phones and Accessories appear consistently throughout the timeline, with peaks in frequency occurring around the 12 to 17-week range and again towards the end of the sequence. The reviews demonstrate a trend of increasing activity in the Home and Kitchen category, suggesting a focus on this area in the latter half of the sequence." }, { "dim_process": 18, "seq_idx": 31, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 6.428571428571429, 6.571428571428571, 7.571428571428571, 8.428571428571429, 8.571428571428571, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 12.714285714285714, 14.714285714285714, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.428571428571427, 17.428571428571427, 18.285714285714285, 18.428571428571427, 18.857142857142858, 22.857142857142858, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 2.4285714285714284, 2.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 4.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews for \"Books\" are frequent, particularly in the first few weeks, with some reviews for the \"Kindle Store\" appearing shortly after. As time progresses, the reviews for \"Books\" continue to be submitted regularly, while \"Kindle Store\" reviews appear intermittently, often clustered around specific weeks. Towards the latter part of the sequence, there is a notable increase in \"Kindle Store\" reviews, indicating a shift in focus after a sustained period of reviewing \"Books.\" Overall, the reviews predominantly center on \"Books,\" with \"Kindle Store\" reviews appearing more sporadically throughout the timeline." }, { "dim_process": 18, "seq_idx": 32, "seq_len": 55, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.0, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 4.714285714285714, 6.714285714285714, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.714285714285714, 10.714285714285714, 11.428571428571429, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.285714285714286, 15.428571428571429, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.428571428571427, 18.285714285714285, 19.142857142857142, 20.857142857142858, 21.857142857142858, 22.714285714285715, 22.714285714285715, 22.857142857142858, 23.142857142857142, 23.142857142857142, 23.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 2.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 11, 10, 16, 15, 16, 16, 10, 11, 10, 10, 16, 10, 0, 10, 10, 10, 17, 4, 10, 16, 13, 10, 10, 10, 10, 10, 11, 10, 10, 16, 12, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 16, 16, 4 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Home and Kitchen", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Books", "Other", "Books", "Books", "Books", "Cell Phones and Accessories", "Electronics", "Books", "Kindle Store", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Electronics" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks, particularly within the first 3 weeks. The \"Kindle Store\" category also appears frequently, beginning around the 2-week mark and continuing to see reviews throughout the timeline. Other categories, such as \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Electronics,\" are introduced later in the sequence, indicating a diversification of review topics as time progresses. Overall, reviews for \"Books\" cluster heavily in the initial weeks, while \"Kindle Store\" reviews are more evenly distributed throughout the timeline." }, { "dim_process": 18, "seq_idx": 33, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 10.428571428571429, 10.428571428571429, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.857142857142858, 12.857142857142858, 14.428571428571429 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 2.0, 0.0, 0.0, 5.285714285714286, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 1.5714285714285714 ], "type_event": [ 15, 12, 4, 17, 12, 0, 16, 15, 14, 12, 10, 17, 6, 5, 8, 4, 1, 2, 3, 1, 3, 8, 2, 17, 5, 4, 6, 12, 2, 8, 13, 1, 5, 11, 4, 2, 6, 15, 8, 5, 12, 13, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Cell Phones and Accessories", "Sports and Outdoors", "Other", "Kindle Store", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Books", "Cell Phones and Accessories", "Industrial and Scientific", "Automotive", "Toys and Games", "Electronics", "Tools and Home Improvement", "Pet Supplies", "Arts Crafts and Sewing", "Tools and Home Improvement", "Arts Crafts and Sewing", "Toys and Games", "Pet Supplies", "Cell Phones and Accessories", "Automotive", "Electronics", "Industrial and Scientific", "Sports and Outdoors", "Pet Supplies", "Toys and Games", "Patio Lawn and Garden", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Electronics", "Pet Supplies", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Toys and Games", "Automotive", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including Clothing, Sports, and Electronics. As time progresses, there is a noticeable clustering of reviews around the 1.57-week mark, where the user reviews multiple categories simultaneously. After a brief period, reviews for Pet Supplies and Toys and Games appear again at the 5.14-week mark, indicating a return to these categories. The sequence then shows a longer gap before reviews resume at the 10.43-week mark, primarily focused on Tools and Home Improvement and Automotive. The final reviews at 12.14 weeks reflect a mix of categories, including Electronics and Clothing, with a subsequent review for Clothing Shoes and Jewelry at 14.43 weeks, suggesting a return to previously reviewed categories." }, { "dim_process": 18, "seq_idx": 34, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 5.0, 6.142857142857143, 6.142857142857143, 7.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.571428571428571, 9.571428571428571, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 11.142857142857142, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.571428571428571, 12.571428571428571, 12.714285714285714, 17.428571428571427, 18.428571428571427, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.571428571428573, 21.142857142857142, 21.142857142857142, 21.714285714285715, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 1.0, 3.857142857142857, 1.1428571428571428, 0.0, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 1.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 4.714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 1.5714285714285714, 0.0, 0.5714285714285714, 0.5714285714285714 ], "type_event": [ 11, 11, 15, 15, 7, 11, 15, 0, 11, 11, 9, 7, 11, 4, 1, 15, 4, 7, 9, 10, 1, 11, 4, 4, 11, 12, 11, 13, 0, 0, 0, 0, 4, 4, 12, 0, 11, 0, 0, 15 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Office Products", "Books", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Other", "Other", "Other", "Electronics", "Electronics", "Sports and Outdoors", "Other", "Home and Kitchen", "Other", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen and Clothing Shoes and Jewelry early on, with multiple entries in these categories occurring within the first few weeks. As time progresses, there is a noticeable increase in reviews across a wider variety of categories, including Grocery and Gourmet Food, Electronics, and Tools and Home Improvement, particularly around the 10-week mark. The latter part of the sequence shows a clustering of reviews in the Other category, along with a resurgence of Home and Kitchen reviews. Overall, the pattern indicates an initial concentration in specific categories that expands to include a diverse range of products over time, with certain categories like Electronics and Other becoming more prominent in the later weeks." }, { "dim_process": 18, "seq_idx": 35, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 6.857142857142857, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 12.142857142857142, 13.0, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 17.0, 17.285714285714285, 17.714285714285715, 18.142857142857142, 18.285714285714285, 19.142857142857142, 21.142857142857142, 21.285714285714285, 22.0, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 2.0, 0.14285714285714285, 0.7142857142857143, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a span of weeks. The reviews begin with a high frequency in the initial weeks, particularly concentrated in the first 18 weeks, before tapering off slightly. A single review for the \"Kindle Store\" category appears around the 4.43-week mark, but the pattern returns predominantly to \"Books\" thereafter. Overall, the reviews are clustered early in the timeline, with a gradual decline in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 36, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 4.285714285714286, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.714285714285714, 7.571428571428571, 8.714285714285714, 9.571428571428571, 9.571428571428571, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.571428571428571, 13.142857142857142, 13.285714285714286, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 17.428571428571427, 17.714285714285715, 18.428571428571427, 18.714285714285715, 20.142857142857142, 21.0, 22.857142857142858, 23.0, 23.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.0, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 7, 7, 3, 15, 0, 0, 4, 11, 11, 7, 11, 10, 7, 7, 12, 10, 15, 10, 2, 9, 7, 10, 10, 10, 15, 10, 4, 2, 11, 11, 15, 0, 15, 7, 15, 11, 2, 8, 0, 11, 15, 14, 10, 7, 11, 10, 11 ], "type_text": [ "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Other", "Other", "Electronics", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Office Products", "Grocery and Gourmet Food", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Electronics", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Toys and Games", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Books and Grocery and Gourmet Food early on, with multiple reviews in these categories occurring within the first few weeks. As time progresses, there is a noticeable expansion into diverse categories such as Home and Kitchen, Clothing Shoes and Jewelry, and Electronics, with these reviews clustering around the 1 to 5-week mark. Later in the sequence, there is a resurgence of reviews in the Books category, alongside consistent engagement with Grocery and Gourmet Food and Home and Kitchen, indicating a pattern of revisiting certain categories over time. The reviews also show a gradual increase in variety, with the user exploring new categories like Toys and Games and Movies and TV towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 37, "seq_len": 46, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 2.0, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.0, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.142857142857143, 6.714285714285714, 7.285714285714286, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.714285714285714, 13.142857142857142, 13.714285714285714, 14.142857142857142, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 7.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews occurring throughout the timeline, particularly concentrated in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are primarily clustered around the 1.71 week mark, with a few additional occurrences later in the sequence. There is a notable gap before the last \"Kindle Store\" review at week 24.86, indicating a shift in review activity towards the end of the timeline. Overall, the reviews predominantly center on books, with intermittent reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 38, "seq_len": 64, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.857142857142857, 3.0, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.0, 17.714285714285715, 17.714285714285715, 19.0, 22.571428571428573, 23.0, 23.285714285714285, 23.428571428571427, 23.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 1.2857142857142858, 3.5714285714285716, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 14, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 7, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Grocery and Gourmet Food", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins predominantly with the \"Books\" category, with multiple entries clustered in the initial weeks. As time progresses, there is a noticeable introduction of reviews in the \"Kindle Store\" category, which starts to appear more frequently around the fifth week. The reviews in the \"Kindle Store\" continue to increase in frequency, particularly in the later weeks, while \"Books\" remains a consistent focus throughout the entire sequence. Other categories, such as \"Movies and TV\" and \"Grocery and Gourmet Food,\" appear infrequently and do not significantly disrupt the overall trend of book and Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 39, "seq_len": 44, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.714285714285714, 7.285714285714286, 7.857142857142857, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.428571428571427, 18.571428571428573, 24.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 2.142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 2.142857142857143, 5.428571428571429, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks, particularly within the first 16 weeks. The reviews for \"Kindle Store\" begin to appear around the 5-week mark and increase in frequency after week 10, suggesting a gradual shift towards this category. There are clusters of \"Kindle Store\" reviews around weeks 10 and 24, indicating periods of heightened activity in that category, while \"Books\" reviews continue to be submitted consistently throughout the timeline. Overall, the trend reflects an initial emphasis on \"Books\" followed by a notable increase in \"Kindle Store\" reviews later in the sequence." }, { "dim_process": 18, "seq_idx": 40, "seq_len": 67, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.714285714285715, 21.285714285714285, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 2.5714285714285716, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in the early weeks and continuing steadily over time. There is a notable cluster of reviews occurring within the first 18 weeks, with a significant gap before the user submits a review for the \"Kindle Store\" category at around 21 weeks. Following this, there is one additional review for \"Books\" at approximately 22 weeks, indicating a return to the initial category after the brief diversion. Overall, the trend highlights a sustained engagement with books, with a minor exploration of the Kindle Store." }, { "dim_process": 18, "seq_idx": 41, "seq_len": 40, "time_since_start": [ 0.0, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.714285714285714, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 8.571428571428571, 9.142857142857142, 9.714285714285714, 11.0, 12.142857142857142, 12.714285714285714 ], "time_since_last_event": [ 0.0, 3.2857142857142856, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 15, 10, 15, 15, 15, 12, 12, 15, 12, 6, 10, 1, 12, 17, 15, 0, 4, 9, 12, 11, 15, 0, 0, 12, 9, 17, 4, 3, 1, 15, 11, 0, 3, 8, 12, 12, 12, 4, 11, 17 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Industrial and Scientific", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Other", "Electronics", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Other", "Sports and Outdoors", "Office Products", "Cell Phones and Accessories", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Arts Crafts and Sewing", "Toys and Games", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a focus on Clothing, Shoes, and Jewelry, which appears prominently in the early weeks. As time progresses, there is a noticeable diversification into various categories, including Sports and Outdoors, Books, and Electronics, with multiple reviews clustered around the 6-week mark. The reviews continue to expand into other categories, such as Home and Kitchen and Toys and Games, particularly around the 7-week mark. Towards the end of the sequence, there is a return to Electronics and Cell Phones and Accessories, indicating a shift in focus as the timeline advances. Overall, the trend shows an initial concentration on specific categories followed by a broader distribution of reviews across various product types over time." }, { "dim_process": 18, "seq_idx": 42, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 3.0, 3.142857142857143, 3.142857142857143, 6.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.857142857142858, 10.857142857142858, 11.714285714285714, 12.0, 13.142857142857142, 13.428571428571429, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.857142857142858, 17.428571428571427, 17.571428571428573, 18.857142857142858, 20.428571428571427, 20.428571428571427, 21.142857142857142, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 3.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 0.0, 0.7142857142857143, 2.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 2, 11, 10, 10, 7, 12, 10, 10, 10, 0, 10, 10, 7, 10, 10, 10, 0, 10, 10, 10, 10, 10, 0, 10, 16, 10, 10, 10, 10, 10, 10, 0, 2, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Books", "Books", "Other", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Pet Supplies", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are consistently submitted throughout the timeline, particularly clustering in the earlier weeks. The user also engages with the \"Kindle Store\" category early on, with a notable increase in reviews around the 7-week mark that includes \"Pet Supplies\" and \"Home and Kitchen.\" After this point, the focus returns to \"Books,\" with occasional entries in other categories like \"Grocery and Gourmet Food\" and \"Sports and Outdoors.\" The trend shows a sustained interest in \"Books\" with intermittent reviews in other categories, particularly in the later weeks." }, { "dim_process": 18, "seq_idx": 43, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 2.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.714285714285714, 8.714285714285714, 9.142857142857142, 10.0, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.0, 13.428571428571429, 14.142857142857142, 14.428571428571429, 15.0, 15.857142857142858, 16.0, 20.285714285714285, 21.142857142857142, 21.428571428571427, 21.714285714285715, 21.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 4.285714285714286, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 3, 10, 3, 10, 10, 16, 8, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Books", "Books", "Kindle Store", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. There are a few instances of reviews for the \"Kindle Store\" and \"Arts Crafts and Sewing\" categories, which appear sporadically after the initial cluster of book reviews. The reviews for \"Books\" continue to dominate throughout the sequence, with some clustering occurring around specific weeks, while reviews for other categories tend to be less frequent and more spread out. Overall, the trend indicates a strong preference for books, with other categories being secondary and appearing later in the timeline." }, { "dim_process": 18, "seq_idx": 44, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 1.5714285714285714, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.857142857142858, 11.0, 11.0, 11.142857142857142, 11.142857142857142, 11.142857142857142, 12.285714285714286, 12.285714285714286, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.0, 13.0, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.857142857142858, 16.285714285714285, 16.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.714285714285715, 18.714285714285715, 21.0, 21.0, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0, 1.1428571428571428, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.0, 1.1428571428571428, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 2.0, 0.0, 0.0, 0.2857142857142857, 0.0, 2.2857142857142856, 0.0, 0.7142857142857143 ], "type_event": [ 0, 4, 11, 15, 8, 7, 0, 0, 14, 11, 8, 15, 0, 10, 8, 0, 0, 12, 15, 0, 13, 11, 17, 11, 15, 11, 15, 8, 7, 0, 0, 0, 0, 11, 7, 0, 15, 11, 15, 12, 15, 3, 0, 11, 1, 0, 11, 11, 11, 12, 12, 15, 11, 9, 12, 0, 17, 12 ], "type_text": [ "Other", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Other", "Other", "Movies and TV", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Other", "Books", "Toys and Games", "Other", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Other", "Other", "Other", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Other", "Home and Kitchen", "Tools and Home Improvement", "Other", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Other", "Cell Phones and Accessories", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, primarily featuring \"Other,\" followed by various categories such as Electronics and Home and Kitchen. As time progresses, there is a noticeable clustering of reviews around the Home and Kitchen category, particularly between weeks 11 and 16, where multiple reviews are submitted in quick succession. Additionally, there is a significant increase in reviews related to Sports and Outdoors around weeks 16 to 21, indicating a trend towards this category later in the timeline. Overall, the review submissions show a pattern of initial diversity followed by concentrated activity in specific categories over time." }, { "dim_process": 18, "seq_idx": 45, "seq_len": 48, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.714285714285714, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.0, 9.0, 10.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 12.142857142857142, 12.428571428571429, 13.0, 13.428571428571429, 14.0, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.428571428571427, 17.0, 17.285714285714285, 18.714285714285715, 18.857142857142858, 19.285714285714285, 20.142857142857142, 22.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 2.0, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first several weeks. As time progresses, there are periodic entries for the \"Kindle Store,\" particularly noticeable around the 5-week mark and again after the 10-week mark. The reviews for \"Books\" continue to dominate the sequence, with clusters of reviews occurring consistently throughout the timeline, while \"Kindle Store\" reviews appear less frequently but still show up at various intervals. The pattern indicates a sustained interest in \"Books\" with intermittent engagement with the \"Kindle Store\" over the entire sequence." }, { "dim_process": 18, "seq_idx": 46, "seq_len": 120, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted at regular intervals over an extended period. The first instance of a review for the \"Kindle Store\" occurs around the 1.43-week mark, with a second instance appearing later at approximately the 13.86-week mark. Overall, reviews predominantly cluster around the \"Books\" category throughout the entire timeline, with minimal variation in the frequency of reviews, indicating a sustained interest in this category over time." }, { "dim_process": 18, "seq_idx": 47, "seq_len": 78, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.857142857142858, 10.285714285714286, 10.714285714285714, 10.714285714285714, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.857142857142858, 15.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 1.4285714285714286, 0.42857142857142855, 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 7, 10, 10, 7, 7, 10, 10, 10, 8, 10, 8, 16, 11, 8, 10, 16, 10, 15, 0, 10, 8, 7, 10, 10, 14, 8, 10, 8, 8, 10, 8, 10, 8, 8, 10, 10, 10, 8, 0, 16, 8, 10, 10, 10, 16, 8, 8, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 8, 8, 10, 8, 10, 10, 10, 10, 16, 10, 10, 10, 8, 11, 10, 8, 16, 11, 1, 15, 10 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Books", "Books", "Toys and Games", "Books", "Toys and Games", "Kindle Store", "Home and Kitchen", "Toys and Games", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Other", "Books", "Toys and Games", "Grocery and Gourmet Food", "Books", "Books", "Movies and TV", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Books", "Books", "Books", "Toys and Games", "Other", "Kindle Store", "Toys and Games", "Books", "Books", "Books", "Kindle Store", "Toys and Games", "Toys and Games", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Home and Kitchen", "Books", "Toys and Games", "Kindle Store", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly clustered in the earlier weeks and continuing at a steady pace. The \"Toys and Games\" category also features prominently, with multiple reviews occurring in close succession, especially around the 1 to 3-week mark and again in later weeks. Other categories such as \"Grocery and Gourmet Food,\" \"Kindle Store,\" and \"Home and Kitchen\" appear intermittently, often following the initial reviews of books and toys. Overall, the pattern indicates a strong initial interest in books, with toys being a significant secondary focus, while other categories are reviewed less frequently and tend to appear later in the sequence." }, { "dim_process": 18, "seq_idx": 48, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 4.714285714285714, 4.857142857142857, 5.428571428571429, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.285714285714286, 10.285714285714286, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.285714285714286, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 13.714285714285714, 14.285714285714286, 14.571428571428571, 15.142857142857142, 16.142857142857142, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.428571428571427, 19.857142857142858, 23.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 3.142857142857143, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, particularly in the early stages, with a notable cluster occurring within the first 18 weeks. Reviews for the \"Kindle Store\" category appear intermittently, often following clusters of \"Books\" reviews. As time progresses, there is a gradual increase in the frequency of \"Kindle Store\" reviews, particularly after the 11-week mark, while \"Books\" reviews continue to be submitted consistently throughout the sequence. Overall, the pattern indicates that \"Books\" reviews are more frequent and clustered earlier in the timeline, while \"Kindle Store\" reviews emerge more prominently later." }, { "dim_process": 18, "seq_idx": 49, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 3.0, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 5.0, 5.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.0, 12.714285714285714, 13.142857142857142, 13.285714285714286, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.571428571428571, 17.0, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.714285714285715, 22.857142857142858, 23.142857142857142, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 4.142857142857143, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a continuous timeframe. The reviews are submitted consistently, especially in the initial weeks, indicating a high frequency of activity early on. As time progresses, the frequency of reviews appears to stabilize, with a noticeable clustering of reviews in the earlier weeks followed by a gradual tapering off. Overall, the pattern suggests sustained engagement with the book category throughout the entire period, with no diversification into other categories." }, { "dim_process": 18, "seq_idx": 50, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 9.0, 10.142857142857142, 10.285714285714286, 12.571428571428571, 13.0, 13.571428571428571, 14.0, 14.285714285714286, 14.857142857142858, 15.285714285714286, 15.571428571428571, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 1.1428571428571428, 0.14285714285714285, 2.2857142857142856, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 6.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of time. The reviews begin at the start of the timeline and continue steadily, with clusters of submissions occurring in the initial weeks. A single review in the \"Home and Kitchen\" category appears later in the sequence, indicating a brief diversification. Overall, the trend highlights a strong and sustained interest in books, with a notable concentration of reviews in the earlier periods." }, { "dim_process": 18, "seq_idx": 51, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 1.2857142857142858, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.0, 4.285714285714286, 4.714285714285714, 5.285714285714286, 6.142857142857143, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.285714285714286, 9.0, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 11.0, 11.428571428571429, 11.571428571428571, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 18.285714285714285, 21.285714285714285, 21.571428571428573, 23.142857142857142, 23.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 3.0, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of entries occurring in this category throughout the timeline. The reviews begin with an initial cluster of entries within the first few weeks, predominantly featuring books, and continue steadily with more reviews being submitted at regular intervals over time. There is a notable absence of reviews in other categories, with only two entries in the \"Kindle Store\" occurring early in the sequence. Overall, the reviews are predominantly concentrated in the earlier weeks, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 52, "seq_len": 42, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 15.285714285714286 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 5.571428571428571 ], "type_event": [ 2, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Pet Supplies category, followed by a series of reviews predominantly in the Books category. The reviews for Books are clustered heavily in the early weeks, with a notable concentration from week 1 to week 9. The Kindle Store reviews appear intermittently, primarily after week 6, indicating a slight diversification in review categories later in the timeline. Overall, the trend shows a strong focus on Books throughout the majority of the review period, with Kindle Store reviews emerging as a secondary category." }, { "dim_process": 18, "seq_idx": 53, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 11.571428571428571, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 7.714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 1.0, 11.0 ], "type_event": [ 1, 14, 11, 2, 0, 5, 10, 3, 17, 4, 9, 4, 11, 15, 2, 0, 0, 10, 9, 12, 16, 0, 0, 14, 4, 12, 11, 2, 0, 4, 3, 10, 12, 15, 12, 17, 11, 7, 6, 5, 1, 11, 15, 11, 5, 3, 1, 9, 11, 11 ], "type_text": [ "Tools and Home Improvement", "Movies and TV", "Home and Kitchen", "Pet Supplies", "Other", "Automotive", "Books", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Electronics", "Office Products", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Other", "Other", "Books", "Office Products", "Sports and Outdoors", "Kindle Store", "Other", "Other", "Movies and TV", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Other", "Electronics", "Arts Crafts and Sewing", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Automotive", "Arts Crafts and Sewing", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the initial timestamp, indicating a broad interest in various products. As time progresses, there is a noticeable clustering of reviews around certain categories, particularly in Home and Kitchen, which sees multiple entries over time. The reviews also show a pattern of increased activity at the beginning, with a significant gap before a resurgence of reviews occurring later. Overall, the timing reveals an initial burst of varied interests followed by concentrated reviews in specific categories as the timeline extends." }, { "dim_process": 18, "seq_idx": 54, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 5.428571428571429, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.571428571428571, 7.285714285714286, 7.571428571428571, 8.0, 8.142857142857142, 8.571428571428571, 10.142857142857142, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.714285714285714, 12.857142857142858, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.0, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.571428571428573, 17.714285714285715, 18.714285714285715, 19.714285714285715, 19.714285714285715, 20.142857142857142, 20.428571428571427, 20.857142857142858, 21.0, 21.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 4.428571428571429, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 2.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.0, 1.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 11, 10, 10, 10, 10, 16, 16, 15, 16, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered in the early weeks, particularly within the first 20 weeks. The reviews for \"Kindle Store\" begin to appear around week 6 and increase in frequency, particularly after week 16. There is a notable review for \"Clothing Shoes and Jewelry\" at week 19, which is an outlier compared to the consistent focus on books and Kindle products. Overall, the trend indicates a strong initial interest in books, with a gradual introduction of Kindle-related reviews and a single review for clothing." }, { "dim_process": 18, "seq_idx": 55, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 2.857142857142857, 6.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 10.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.8571428571428572, 3.142857142857143, 1.1428571428571428, 0.5714285714285714, 0.0, 2.2857142857142856 ], "type_event": [ 15, 10, 12, 3, 6, 11, 8, 14, 14, 15, 8, 6, 2, 0, 10, 10, 15, 0, 8, 14, 11, 10, 9, 14, 14, 13, 0, 10, 8, 1, 0, 8, 14, 2, 10, 15, 10, 14, 11, 15, 11, 11, 14, 11, 13 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Arts Crafts and Sewing", "Industrial and Scientific", "Home and Kitchen", "Toys and Games", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Toys and Games", "Industrial and Scientific", "Pet Supplies", "Other", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Movies and TV", "Home and Kitchen", "Books", "Office Products", "Movies and TV", "Movies and TV", "Patio Lawn and Garden", "Other", "Books", "Toys and Games", "Tools and Home Improvement", "Other", "Toys and Games", "Movies and TV", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Movies and TV", "Home and Kitchen", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the start, indicating an initial burst of activity across various interests. As time progresses, reviews for specific categories, particularly Books and Movies and TV, continue to be submitted frequently, showing a trend of clustering around these categories in the early weeks. Later in the timeline, there is a noticeable focus on Home and Kitchen products, which are reviewed more prominently in the latter stages of the sequence. Overall, the reviews display a pattern of initial diversity followed by concentrated activity in specific categories over time." }, { "dim_process": 18, "seq_idx": 56, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.0, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.714285714285714, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.714285714285714, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 14.0, 14.0, 14.142857142857142, 14.571428571428571, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of submissions occurring in this category throughout the entire timeline. Reviews for \"Books\" are submitted almost continuously, with only a few instances of reviews for other categories, such as \"Home and Kitchen\" and \"Kindle Store,\" appearing later in the sequence. The initial weeks are dominated by \"Books\" reviews, and this trend continues with only brief interruptions, indicating a sustained interest in this category over the observed period. Overall, the pattern reveals a strong and persistent engagement with \"Books,\" with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 57, "seq_len": 68, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.428571428571429, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.857142857142858, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 17.714285714285715, 18.285714285714285, 18.857142857142858, 19.285714285714285, 20.0, 21.571428571428573, 21.714285714285715, 23.285714285714285, 24.857142857142858, 25.0, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 1.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of reviews in the \"Kindle Store\" category, which occurs intermittently alongside the continued submission of \"Books\" reviews. The reviews in the \"Kindle Store\" tend to cluster around certain periods, particularly after the initial weeks, while the majority of reviews remain concentrated in the \"Books\" category throughout the sequence. Overall, the trend indicates a strong preference for \"Books\" with occasional engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 58, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.0, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.571428571428571, 12.0, 12.428571428571429, 12.714285714285714, 13.571428571428571, 13.857142857142858, 14.714285714285714, 15.571428571428571, 16.0, 17.428571428571427, 17.714285714285715, 18.428571428571427, 20.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 2.142857142857143, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted within the first 20 weeks. Notably, there is a single review for the \"Kindle Store\" category at week 7, which is the only deviation from the predominant \"Books\" reviews. After week 20, the frequency of reviews appears to decrease, with the last review occurring at week 25. Overall, the reviews are clustered primarily in the early weeks, with a sustained interest in books throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 59, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.7142857142857144, 4.0, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.0, 10.857142857142858, 11.571428571428571, 13.714285714285714, 13.857142857142858, 21.142857142857142, 21.571428571428573, 21.714285714285715, 24.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 2.142857142857143, 0.14285714285714285, 7.285714285714286, 0.42857142857142855, 0.14285714285714285, 3.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 7, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 16, 10, 10, 10, 16, 10, 3, 10, 0, 7, 10, 10, 16, 16, 7, 0, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 0, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Grocery and Gourmet Food", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Other", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Kindle Store", "Grocery and Gourmet Food", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Other", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of other categories, such as \"Kindle Store,\" \"Grocery and Gourmet Food,\" and \"Other,\" which appear intermittently alongside the continued emphasis on \"Books.\" The frequency of \"Books\" reviews remains consistently high throughout the timeline, with some clustering occurring in the earlier weeks. Later in the sequence, there is a noticeable increase in the diversity of categories, particularly around weeks 6 to 8, before returning to a predominance of \"Books\" reviews in the subsequent weeks. The sequence concludes with a review in the \"Clothing Shoes and Jewelry\" category, indicating a shift in focus after a lengthy period centered on \"Books.\"" }, { "dim_process": 18, "seq_idx": 60, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.5714285714285716, 3.5714285714285716, 4.428571428571429, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.285714285714286, 7.0, 7.714285714285714, 9.428571428571429, 9.714285714285714, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 17.0, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.857142857142858, 18.0, 23.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 5.571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The user predominantly submitted reviews for books, with a consistent pattern of reviews occurring at relatively short intervals during the initial weeks. The first review appears at week zero, and the majority of book reviews are clustered within the first 18 weeks, with a notable increase in frequency between weeks 1 and 12. After week 18, reviews for the Kindle Store begin to appear, indicating a shift in focus, although book reviews continue intermittently. The Kindle Store reviews are more concentrated towards the later part of the sequence, particularly after week 17." }, { "dim_process": 18, "seq_idx": 61, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.571428571428571, 5.571428571428571, 6.285714285714286, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.857142857142858, 11.0, 11.571428571428571, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.0, 18.428571428571427, 20.571428571428573, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 16, 16, 10, 15, 10, 10, 4, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 4 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Electronics", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Electronics" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks, particularly between weeks 0 and 14. The reviews for \"Kindle Store\" and \"Electronics\" appear later in the timeline, with \"Kindle Store\" reviews clustering around weeks 4, 15, 17, and 20. The \"Electronics\" category reviews are less frequent and are primarily concentrated in weeks 4 and 22, indicating that reviews for this category occur later compared to the consistent early reviews for books. Overall, the trend indicates a strong initial emphasis on books, with other categories introduced intermittently." }, { "dim_process": 18, "seq_idx": 62, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.714285714285714, 8.142857142857142, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.714285714285714, 14.142857142857142, 14.714285714285714, 14.857142857142858, 16.0, 16.714285714285715, 16.857142857142858, 18.142857142857142, 18.857142857142858, 19.0, 21.0, 21.142857142857142, 21.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 2.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with no other categories represented. The reviews are submitted consistently over time, with a notable frequency in the early weeks, particularly within the first three weeks. As time progresses, there are clusters of reviews occurring around the 7 to 12-week mark, followed by a gradual decline in frequency, with fewer reviews submitted in the later weeks. Overall, the trend indicates a strong initial engagement with the product category, followed by sustained but less frequent activity." }, { "dim_process": 18, "seq_idx": 63, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 3.0, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.285714285714286, 6.0, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 12.0, 12.571428571428571, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.571428571428573, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.285714285714285, 19.714285714285715, 20.571428571428573, 21.857142857142858, 22.285714285714285, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of several weeks. Initially, reviews are concentrated in the first few weeks, with a gradual increase in frequency before a slight tapering off in the later weeks. The final review shifts to the \"Arts Crafts and Sewing\" category, indicating a transition in the user's interests after a prolonged period of reviewing books. Overall, the pattern demonstrates a sustained engagement with books before a notable change in category." }, { "dim_process": 18, "seq_idx": 64, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 4.714285714285714, 5.571428571428571, 6.0, 6.428571428571429, 7.428571428571429, 7.571428571428571, 9.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 12.0, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.857142857142858, 16.571428571428573, 17.142857142857142, 18.0, 18.285714285714285, 18.428571428571427, 20.142857142857142, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 1.8571428571428572, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with most reviews submitted consistently over time. The user begins with reviews in both the \"Books\" and \"Kindle Store\" categories early on, but the majority of reviews are concentrated in the \"Books\" category, particularly after the initial weeks. There are clusters of reviews occurring at various points, with a noticeable increase in frequency around the 2 to 5-week mark, followed by a steady pattern of reviews continuing up to the 20-week mark, predominantly in the \"Books\" category. The \"Kindle Store\" reviews appear less frequently and are interspersed among the more numerous \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 65, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 4.142857142857143, 4.285714285714286, 4.714285714285714, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.285714285714286, 11.428571428571429, 12.0, 12.0, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.571428571428571, 14.0, 14.428571428571429, 15.142857142857142, 15.571428571428571, 16.0, 17.0, 19.285714285714285, 21.714285714285715, 21.857142857142858, 22.428571428571427, 22.714285714285715, 23.142857142857142, 24.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 3.0, 0.14285714285714285, 0.42857142857142855, 3.5714285714285716, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.0, 2.2857142857142856, 2.4285714285714284, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714 ], "type_event": [ 8, 1, 10, 11, 8, 8, 8, 8, 11, 8, 8, 15, 8, 8, 11, 15, 10, 17, 4, 8, 8, 8, 0, 3, 8, 8, 8, 8, 8, 8, 10, 8, 0, 8, 8, 8, 8, 8, 11, 8, 8, 8, 8, 8, 8, 8, 8 ], "type_text": [ "Toys and Games", "Tools and Home Improvement", "Books", "Home and Kitchen", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Home and Kitchen", "Toys and Games", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Cell Phones and Accessories", "Electronics", "Toys and Games", "Toys and Games", "Toys and Games", "Other", "Arts Crafts and Sewing", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Other", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Home and Kitchen", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games" ], "description": "The sequence of product reviews shows a clear initial focus on a variety of categories, with the first reviews spanning Toys and Games, Tools and Home Improvement, and Books within the first week. After this initial period, there is a significant clustering of reviews in the Toys and Games category, particularly between the fourth and fifteenth weeks, indicating a sustained interest in this category. Home and Kitchen reviews appear intermittently, primarily after the initial reviews, while other categories such as Clothing Shoes and Jewelry, Books, and Electronics see fewer reviews, mostly clustered around the tenth week. Overall, the trend indicates a strong and consistent preference for Toys and Games throughout the sequence, especially in the later weeks." }, { "dim_process": 18, "seq_idx": 66, "seq_len": 42, "time_since_start": [ 0.0, 1.2857142857142858, 1.5714285714285714, 5.285714285714286, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.571428571428571, 8.428571428571429, 8.428571428571429, 8.571428571428571, 9.714285714285714, 12.857142857142858, 13.428571428571429, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.714285714285715, 19.714285714285715, 19.714285714285715, 19.857142857142858, 20.142857142857142, 20.285714285714285, 21.142857142857142, 21.142857142857142, 21.428571428571427, 21.428571428571427, 21.714285714285715, 22.0, 23.142857142857142, 23.285714285714285, 23.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.2857142857142857, 3.7142857142857144, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.0, 0.14285714285714285, 1.1428571428571428, 3.142857142857143, 0.5714285714285714, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 1, 15, 15, 7, 7, 11, 11, 0, 12, 7, 11, 7, 1, 9, 10, 7, 13, 11, 11, 0, 0, 11, 11, 8, 15, 6, 9, 15, 11, 15, 15, 15, 13, 7, 15, 15, 15, 15, 1, 10, 7 ], "type_text": [ "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Office Products", "Books", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Other", "Other", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a progression of categories over time, beginning with books and tools in the initial weeks. Reviews for clothing, shoes, and jewelry appear frequently, particularly clustered around the later weeks. Grocery and gourmet food reviews also emerge consistently, with notable clusters around the fifth and twenty-first weeks. Home and kitchen products are reviewed multiple times, particularly in the middle of the sequence, while other categories like toys and games, and industrial and scientific appear less frequently. Overall, there is a trend of increasing diversity in review categories as time progresses, with certain categories like clothing and grocery items appearing more prominently in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 67, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.285714285714286, 8.285714285714286, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.0, 10.571428571428571, 10.714285714285714, 10.714285714285714, 12.0, 13.714285714285714, 15.428571428571429, 16.428571428571427, 16.428571428571427, 16.857142857142858, 17.571428571428573, 18.0, 18.0, 18.714285714285715, 19.428571428571427, 19.714285714285715, 19.714285714285715, 19.714285714285715, 20.714285714285715, 21.571428571428573, 21.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 1.2857142857142858, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 1.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 1.0, 0.8571428571428571, 0.2857142857142857, 3.2857142857142856 ], "type_event": [ 4, 12, 10, 7, 10, 6, 9, 12, 11, 15, 0, 12, 15, 15, 12, 2, 12, 7, 17, 15, 6, 1, 11, 4, 12, 4, 15, 12, 6, 15, 12, 10, 11, 12, 0, 0, 7, 1, 10, 10, 10, 12, 6, 15, 12, 15, 0, 11, 10, 17, 9, 13, 11, 11, 0, 1 ], "type_text": [ "Electronics", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Books", "Industrial and Scientific", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Home and Kitchen", "Sports and Outdoors", "Other", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Books", "Books", "Sports and Outdoors", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Other", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Electronics and Sports and Outdoors, occurring within the first week. As time progresses, there is a notable clustering of reviews in the Sports and Outdoors category, particularly between weeks 1 and 4. A significant number of reviews for Clothing Shoes and Jewelry appear around weeks 6 to 8, while Books are predominantly reviewed in later weeks, particularly between weeks 9 and 19. Other categories, such as Home and Kitchen and Industrial and Scientific, also show a consistent presence throughout the timeline, with some reviews appearing in clusters around specific weeks. Overall, the review activity demonstrates a varied pattern, with certain categories appearing more frequently at different intervals." }, { "dim_process": 18, "seq_idx": 68, "seq_len": 51, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 3.4285714285714284, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.714285714285714, 8.0, 8.285714285714286, 8.857142857142858, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.857142857142858, 14.0, 15.285714285714286, 16.142857142857142, 16.571428571428573, 17.285714285714285, 17.714285714285715, 18.0, 18.142857142857142, 18.714285714285715, 18.857142857142858, 19.571428571428573, 19.857142857142858, 21.142857142857142, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user primarily consists of reviews for books, with all entries categorized under this single type. The reviews are consistently spaced out over time, beginning at week 0 and extending to week 22, indicating a steady pattern of activity. There are clusters of reviews occurring more frequently in the earlier weeks, with a gradual tapering off in the later weeks, although reviews continue to be submitted throughout the entire duration. Overall, the trend shows a sustained engagement with book reviews over the observed period." }, { "dim_process": 18, "seq_idx": 69, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 3.0, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.285714285714286, 7.0, 7.142857142857143, 8.0, 9.0, 9.142857142857142, 10.0, 10.142857142857142, 11.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 15.0, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.571428571428571, 16.142857142857142, 17.714285714285715, 18.0, 18.142857142857142, 19.0, 19.571428571428573, 24.857142857142858, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 5.285714285714286, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 19 weeks. Notably, there are two instances of reviews in the \"Kindle Store\" category, both occurring after several weeks of predominantly \"Books\" reviews. The reviews are clustered heavily in the earlier weeks, with a gradual decline in frequency as time progresses, particularly after the 19-week mark, indicating a sustained interest in books before a noticeable drop in activity." }, { "dim_process": 18, "seq_idx": 70, "seq_len": 57, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.7142857142857142, 2.0, 2.5714285714285716, 2.5714285714285716, 3.0, 3.2857142857142856, 3.857142857142857, 5.857142857142857, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.0, 11.571428571428571, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.714285714285714, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.714285714285715, 19.857142857142858, 21.857142857142858, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 2.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 2.0, 1.7142857142857142 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of Kindle Store and Books categories, with a notable focus on Books occurring early on. As time progresses, there is a significant clustering of Books reviews, particularly between the 2 to 16-week mark, where the majority of reviews are concentrated. Kindle Store reviews appear less frequently and tend to cluster at specific intervals, notably around the 0, 3, 9, and 19-week marks, indicating a pattern of sporadic engagement with that category compared to the more consistent focus on Books throughout the sequence. Overall, the trend shows a strong preference for Books, with Kindle Store reviews serving as occasional interjections." }, { "dim_process": 18, "seq_idx": 71, "seq_len": 76, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.571428571428571, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 20.428571428571427, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 1.2857142857142858 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous entries occurring consistently throughout the timeline. The \"Kindle Store\" reviews appear less frequently, primarily clustered at specific intervals, particularly around the 4-week, 5-week, 8-week, and 15-week marks. Initially, reviews are heavily weighted towards \"Books,\" with a gradual introduction of \"Kindle Store\" reviews, which then continue to appear intermittently alongside the ongoing reviews of \"Books.\" Overall, the trend indicates a sustained interest in \"Books\" with periodic engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 72, "seq_len": 114, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.714285714285715, 19.0, 19.571428571428573, 20.142857142857142, 20.285714285714285, 20.428571428571427, 20.857142857142858, 21.0, 21.142857142857142, 22.0, 22.857142857142858, 23.714285714285715, 24.0, 24.285714285714285, 24.428571428571427, 24.857142857142858, 25.0, 25.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 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0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Reviews for \"Books\" are clustered heavily in the early weeks, particularly within the first 16 weeks, with a few reviews for the \"Kindle Store\" appearing intermittently, primarily around weeks 1.5, 3, 5.5, 6, 7, and 16. A notable shift occurs around week 8, when a review for \"Cell Phones and Accessories\" is submitted, but the overall trend remains heavily weighted towards \"Books\" throughout the entire sequence. The frequency of reviews for \"Books\" continues steadily, with only brief interludes for other categories." }, { "dim_process": 18, "seq_idx": 73, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 2.0, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 15.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 18.428571428571427, 21.0, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 2.5714285714285716, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are primarily concentrated in the initial and later parts of the timeline. There is a noticeable trend of increasing frequency in \"Books\" reviews as time progresses, with several instances of reviews occurring in close succession, while \"Kindle Store\" reviews tend to be more spaced out. Overall, the user exhibits a strong preference for reviewing books over the Kindle Store, with a gradual increase in review activity over time." }, { "dim_process": 18, "seq_idx": 74, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 6.428571428571429, 8.142857142857142, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.142857142857142, 12.0, 12.285714285714286, 13.0, 13.142857142857142, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 16.0, 17.0, 18.0, 18.285714285714285, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.0, 0.2857142857142857, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, which are submitted consistently over a span of several weeks. The reviews begin at week 0 and continue to be submitted at regular intervals, with a noticeable concentration of reviews occurring in the initial weeks. The only instance of a review in the \"Kindle Store\" category appears at week 15, amidst the ongoing trend of book reviews. Overall, the pattern indicates a sustained interest in books throughout the timeline, with no significant clustering of reviews in any particular period aside from the early weeks." }, { "dim_process": 18, "seq_idx": 75, "seq_len": 82, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 16.0, 16.428571428571427, 17.0, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.0, 19.0, 19.857142857142858, 20.714285714285715, 22.571428571428573, 23.142857142857142, 23.571428571428573, 23.714285714285715, 24.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.8571428571428571, 0.8571428571428571, 1.8571428571428572, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over time primarily in this category. There are occasional reviews in the \"Kindle Store,\" which appear sporadically throughout the timeline, notably at the beginning, around the 12-week mark, and again towards the end of the sequence. The reviews cluster heavily in the earlier weeks, with a gradual increase in frequency before stabilizing, while the \"Kindle Store\" reviews are less frequent and appear interspersed among the \"Books\" reviews. Overall, the pattern indicates a sustained interest in books, with only brief diversions into the Kindle Store." }, { "dim_process": 18, "seq_idx": 76, "seq_len": 85, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 7.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 9.571428571428571, 9.857142857142858, 10.571428571428571, 10.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.571428571428571, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 16.142857142857142, 16.428571428571427, 16.857142857142858, 16.857142857142858, 19.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.0, 3.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline, particularly in the initial weeks. Reviews for the \"Kindle Store\" category appear less frequently but tend to cluster around certain points, particularly after multiple \"Books\" reviews. Over time, the frequency of reviews remains relatively stable, with a notable increase in \"Kindle Store\" reviews occurring intermittently alongside the ongoing reviews for \"Books.\" The pattern indicates a sustained interest in both categories, with \"Books\" consistently reviewed throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 77, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.714285714285714, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.571428571428571, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 14.0, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.142857142857142, 19.857142857142858, 21.428571428571427, 22.0, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user submitting reviews exclusively in the \"Books\" category over an extended period. The reviews begin at week zero and continue at a steady pace, with a notable cluster of submissions occurring in the early weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews remains relatively stable, with occasional gaps, but the user continues to submit reviews without shifting to other categories. The trend indicates a sustained interest in books throughout the entire timeframe, with no diversification into different product types." }, { "dim_process": 18, "seq_idx": 78, "seq_len": 47, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.142857142857143, 4.857142857142857, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.714285714285714, 9.142857142857142, 10.142857142857142, 10.714285714285714, 10.714285714285714, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 17.0, 17.571428571428573, 18.428571428571427, 23.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 1.7142857142857142, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.0, 0.5714285714285714, 0.8571428571428571, 4.714285714285714 ], "type_event": [ 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, particularly from the second week onward. The \"Kindle Store\" reviews are less frequent and tend to cluster at the beginning and later stages of the sequence. Initially, there is a mix of \"Kindle Store\" and \"Books\" reviews, but as time progresses, the reviews increasingly concentrate on \"Books,\" with only occasional entries for the \"Kindle Store.\" Overall, the trend indicates a strong preference for reviewing books over time, with Kindle Store reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 79, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.857142857142857, 3.0, 3.142857142857143, 4.0, 4.142857142857143, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 8.0, 8.142857142857142, 8.857142857142858, 9.285714285714286, 10.0, 10.428571428571429, 10.857142857142858, 11.0, 12.0, 13.0, 14.0, 15.0, 15.285714285714286, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 23.0, 24.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 1.0, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, with a notable concentration of reviews occurring in the early weeks. There are two instances of reviews in the \"Kindle Store\" category, both occurring around the fifth week. The reviews show a gradual increase in frequency, with a few clusters of reviews appearing in the later weeks, particularly between weeks 8 and 24, indicating sustained engagement with the \"Books\" category over time." }, { "dim_process": 18, "seq_idx": 80, "seq_len": 103, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.142857142857143, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 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16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, which occurs more frequently than reviews for the \"Kindle Store.\" Initially, reviews for both categories appear, but there is a notable increase in \"Books\" reviews over time, particularly in the first few weeks. As the timeline progresses, \"Kindle Store\" reviews become more clustered around specific intervals, especially in the later weeks, while \"Books\" reviews maintain a steady presence throughout the entire sequence. Overall, the trend indicates a dominant preference for reviewing \"Books,\" with \"Kindle Store\" reviews appearing more sporadically, particularly in later weeks." }, { "dim_process": 18, "seq_idx": 81, "seq_len": 49, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.857142857142857, 3.2857142857142856, 4.0, 4.428571428571429, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 9.142857142857142, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 15.571428571428571, 18.0, 18.142857142857142, 20.714285714285715, 20.857142857142858, 22.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 2.4285714285714284, 0.14285714285714285, 2.5714285714285716, 0.14285714285714285, 1.7142857142857142, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 15 weeks. Reviews for the \"Kindle Store\" category appear sporadically, primarily clustered around the 5 to 7-week mark and again at the 20-week mark. There is a noticeable decline in review frequency after the 15-week period, with fewer reviews submitted in the subsequent weeks. Overall, the pattern indicates a strong initial engagement with books, with occasional interactions with the Kindle Store." }, { "dim_process": 18, "seq_idx": 82, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 4.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.0, 7.0, 7.142857142857143, 8.714285714285714, 8.714285714285714, 9.0, 9.0, 10.714285714285714, 10.714285714285714, 10.714285714285714, 12.857142857142858, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.857142857142858, 19.714285714285715, 20.142857142857142, 20.428571428571427, 20.857142857142858, 21.428571428571427, 23.142857142857142, 23.714285714285715, 23.714285714285715, 23.714285714285715, 24.0, 24.142857142857142, 24.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 1.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.2857142857142857, 0.0, 1.7142857142857142, 0.0, 0.0, 2.142857142857143, 3.4285714285714284, 0.5714285714285714, 0.0, 1.0, 1.8571428571428572, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.7142857142857142, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 11, 3, 9, 7, 6, 11, 10, 0, 9, 7, 14, 0, 13, 11, 10, 1, 10, 10, 11, 12, 11, 10, 7, 2, 14, 9, 1, 13, 11, 10, 0, 0, 6, 0, 2, 11, 0, 7, 11, 11, 6, 11, 2, 11, 0, 11, 7 ], "type_text": [ "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Grocery and Gourmet Food", "Industrial and Scientific", "Home and Kitchen", "Books", "Other", "Office Products", "Grocery and Gourmet Food", "Movies and TV", "Other", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Movies and TV", "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Other", "Other", "Industrial and Scientific", "Other", "Pet Supplies", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Other", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Books and Home and Kitchen, submitted within the first week. As time progresses, there is a noticeable clustering of reviews around Home and Kitchen, which appears frequently in the later weeks, particularly around weeks 7 and 20. Books also show a strong presence, with multiple reviews submitted over several weeks, particularly concentrated around weeks 4 and 6. Other categories, such as Grocery and Gourmet Food and Industrial and Scientific, appear intermittently but tend to cluster in the middle to later part of the timeline. Overall, the sequence reflects a trend of increasing reviews in specific categories over time, particularly in Home and Kitchen and Books." }, { "dim_process": 18, "seq_idx": 83, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.571428571428571, 5.428571428571429, 5.428571428571429, 5.428571428571429, 8.142857142857142, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.285714285714286, 9.285714285714286, 10.142857142857142, 11.285714285714286, 21.428571428571427, 21.428571428571427, 21.428571428571427, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.0, 2.7142857142857144, 0.42857142857142855, 0.0, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 1.1428571428571428, 10.142857142857142, 0.0, 0.0, 0.0 ], "type_event": [ 0, 0, 8, 5, 4, 2, 10, 12, 11, 7, 6, 4, 11, 12, 0, 7, 11, 9, 17, 1, 4, 6, 12, 5, 1, 11, 7, 11, 1, 11, 10, 15, 7, 11, 1, 4, 1, 15, 7, 8, 5, 6, 12 ], "type_text": [ "Other", "Other", "Toys and Games", "Automotive", "Electronics", "Pet Supplies", "Books", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Cell Phones and Accessories", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Sports and Outdoors", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Automotive", "Industrial and Scientific", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial time point, including Other, Toys and Games, and Electronics. After a period of approximately two and a half weeks, there is a cluster of reviews primarily focused on Home and Kitchen, Electronics, and Sports and Outdoors. As time progresses, reviews continue to appear in these categories, with a noticeable increase in Tools and Home Improvement submissions around the three to five-week mark. Later, between eight and ten weeks, there is a shift towards Clothing, Shoes and Jewelry, while reviews for Toys and Games, Automotive, and Industrial and Scientific emerge significantly later, around the twenty-one-week mark." }, { "dim_process": 18, "seq_idx": 84, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.0, 1.1428571428571428, 1.7142857142857142, 2.857142857142857, 2.857142857142857, 3.0, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 7.428571428571429, 7.428571428571429, 8.142857142857142, 8.285714285714286, 9.571428571428571, 10.285714285714286, 10.285714285714286, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.571428571428571, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.857142857142858, 21.0, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 4.142857142857143, 1.2857142857142858 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted in this category throughout the entire timeline. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, often following clusters of \"Books\" submissions. The initial weeks feature a higher frequency of \"Books\" reviews, with a gradual introduction of \"Kindle Store\" reviews around the 1-week mark, and these reviews tend to cluster together at specific intervals, particularly around the 5- to 7-week range and again towards the later weeks of the sequence. Overall, the trend indicates a strong preference for reviewing \"Books,\" with \"Kindle Store\" reviews serving as occasional additions." }, { "dim_process": 18, "seq_idx": 85, "seq_len": 72, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.0, 13.571428571428571, 14.0, 14.714285714285714, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.571428571428573, 18.714285714285715, 19.142857142857142, 19.571428571428573, 19.714285714285715, 20.0, 20.142857142857142, 21.142857142857142, 21.714285714285715, 21.857142857142858, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a period of time. The reviews begin at the start of the timeline and continue at a steady pace, with a notable cluster of reviews occurring in the initial weeks. A single review for the Kindle Store appears in the middle of the sequence, but the majority of reviews remain focused on books throughout the entire timeline. The frequency of reviews appears to maintain a regular pattern, with no significant gaps or shifts in the type of product being reviewed." }, { "dim_process": 18, "seq_idx": 86, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 3.5714285714285716, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 8.142857142857142, 8.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 20.142857142857142, 22.0, 24.142857142857142, 24.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 1.8571428571428572, 2.142857142857143, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable concentration of reviews submitted in the earlier weeks. Reviews for the \"Kindle Store\" category begin to appear intermittently around the half-week mark and increase in frequency over time, particularly after the 6-week mark. There are clusters of \"Books\" reviews that continue to be submitted consistently throughout the timeline, while \"Kindle Store\" reviews become more frequent in the later weeks, indicating a gradual shift in review focus as time progresses. Overall, the pattern demonstrates a sustained interest in \"Books\" with a growing engagement with the \"Kindle Store\" in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 87, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0 ], "type_event": [ 1, 15, 14, 2, 13, 12, 11, 17, 4, 10, 6, 1, 15, 13, 12, 11, 10, 0, 5, 2, 4, 5, 2, 4, 15, 13, 11, 12, 5, 11, 2, 4, 10, 9, 6, 15, 14, 13, 14, 17, 0, 12, 4, 9, 2, 14, 4, 10, 5, 2, 15, 5 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Pet Supplies", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Books", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Books", "Other", "Automotive", "Pet Supplies", "Electronics", "Automotive", "Pet Supplies", "Electronics", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Pet Supplies", "Electronics", "Books", "Office Products", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Cell Phones and Accessories", "Other", "Sports and Outdoors", "Electronics", "Office Products", "Pet Supplies", "Movies and TV", "Electronics", "Books", "Automotive", "Pet Supplies", "Clothing Shoes and Jewelry", "Automotive" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the initial timestamp, indicating a broad interest in various products. As time progresses, reviews for certain categories, such as Automotive and Pet Supplies, appear consistently in the early weeks, while Movies and TV reviews begin to cluster around the later timestamps. The trend shows a gradual increase in review submissions over time, with a notable concentration of reviews occurring in the 3 to 5-week range, particularly for Electronics and Clothing Shoes and Jewelry. Overall, the user exhibits a pattern of reviewing a wide variety of categories, with some categories being revisited multiple times throughout the sequence." }, { "dim_process": 18, "seq_idx": 88, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 5.0, 5.857142857142857, 8.714285714285714, 8.714285714285714, 10.142857142857142, 11.0, 11.0, 13.0, 13.285714285714286, 14.0, 14.0, 15.0, 16.428571428571427, 16.857142857142858, 16.857142857142858, 17.0, 17.142857142857142, 18.142857142857142, 18.285714285714285, 20.0, 21.0, 22.0, 22.285714285714285, 22.857142857142858, 23.285714285714285, 23.428571428571427, 23.857142857142858, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 2.857142857142857, 0.0, 1.4285714285714286, 0.8571428571428571, 0.0, 2.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.0, 1.4285714285714286, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 1.7142857142857142, 1.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 15, 11, 10, 10, 10, 16, 4, 7, 12, 10, 12, 9, 3, 10, 10, 0, 11, 10, 10, 10, 3, 10, 10, 17, 10, 11, 15, 13, 11, 10, 12, 13, 7, 7, 0, 1, 11, 11, 10, 11, 11, 1, 11 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Electronics", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Sports and Outdoors", "Office Products", "Arts Crafts and Sewing", "Books", "Books", "Other", "Home and Kitchen", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Cell Phones and Accessories", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Books", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with multiple reviews concentrated in the earlier weeks and continuing throughout the timeline. Other categories such as \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Sports and Outdoors\" appear intermittently, often clustered within specific time frames. Notably, there is a shift towards more diverse categories like \"Grocery and Gourmet Food\" and \"Tools and Home Improvement\" in the later weeks, indicating a gradual expansion of review topics over time. Overall, the pattern reflects an initial emphasis on books, followed by a diversification into other product categories as time progresses." }, { "dim_process": 18, "seq_idx": 89, "seq_len": 48, "time_since_start": [ 0.0, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 5.428571428571429, 6.0, 6.571428571428571, 7.142857142857143, 7.571428571428571, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.571428571428571, 12.142857142857142, 12.857142857142858, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.857142857142858, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.428571428571427, 19.571428571428573, 20.285714285714285, 20.714285714285715, 21.142857142857142, 21.285714285714285, 22.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the earlier weeks. Reviews for \"Books\" are clustered heavily in the first 18 weeks, with a noticeable drop in frequency after week 22. The \"Kindle Store\" reviews appear intermittently, primarily around weeks 11 and 24, while the \"Other\" and \"Home and Kitchen\" categories are represented by a single review each, indicating less frequent engagement with those categories. Overall, the trend highlights a sustained interest in books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 90, "seq_len": 45, "time_since_start": [ 0.0, 0.42857142857142855, 2.0, 2.2857142857142856, 2.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.0, 10.0, 10.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.428571428571427, 18.0, 18.0, 18.428571428571427, 19.142857142857142, 19.571428571428573, 19.714285714285715, 20.0, 20.571428571428573, 21.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 3.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 4, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Electronics", "Kindle Store" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable introduction of reviews for the \"Kindle Store\" around the 7.86-week mark, which continues to appear intermittently alongside \"Books.\" The reviews for \"Books\" remain predominant throughout the sequence, with a gradual increase in the diversity of categories, including a single instance of \"Electronics\" towards the end. Overall, the trend shows a strong initial emphasis on books, with the introduction of Kindle-related reviews occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 91, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 5.0, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.285714285714285, 18.857142857142858, 21.0, 21.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 2.142857142857143, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews consistently submitted over a prolonged period. The first review is submitted shortly after the start of the timeline, and reviews in this category continue to be submitted frequently, with a notable cluster occurring in the initial weeks. A single review in the \"Sports and Outdoors\" category appears around the three-week mark, but the user quickly returns to reviewing books. The pattern indicates that book reviews dominate the timeline, with only a brief interruption for the other category. Overall, the trend reflects a sustained engagement with books throughout the entire sequence, with reviews tapering off towards the end." }, { "dim_process": 18, "seq_idx": 92, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.571428571428571, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.571428571428571, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.714285714285714, 13.714285714285714, 18.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 2.0, 5.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 2, 14, 13, 14, 10, 14, 10, 14, 10, 15, 10, 10, 14, 10, 10, 10, 10, 14, 14, 10, 14, 14, 14, 10, 14, 14, 14, 14, 14, 10, 14, 14, 14, 14, 4, 13, 10, 14, 15, 0, 13, 2, 11, 15, 14, 14, 15, 14, 14, 14, 11, 14 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Electronics", "Patio Lawn and Garden", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. After this initial period, there is a noticeable shift as reviews for \"Movies and TV\" start to cluster around the 2-week mark and continue to dominate the timeline, particularly from weeks 6 to 11. Other categories such as \"Pet Supplies,\" \"Patio Lawn and Garden,\" and \"Clothing Shoes and Jewelry\" appear sporadically, but the trend clearly indicates a transition from books to a significant emphasis on movies and TV reviews, especially in the later weeks. Overall, the events show a progression from a concentration on books to a broader engagement with various categories, with a marked increase in movie and TV reviews over time." }, { "dim_process": 18, "seq_idx": 93, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0 ], "type_event": [ 9, 13, 0, 11, 1, 13, 5, 17, 12, 0, 12, 8, 6, 4, 13, 15, 1, 17, 0, 11, 10, 13, 12, 15, 17, 2, 6, 4, 9, 0, 17, 1, 2, 15, 0, 11, 4, 13, 0, 5, 8, 3, 15, 4, 15, 11 ], "type_text": [ "Office Products", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Automotive", "Cell Phones and Accessories", "Sports and Outdoors", "Other", "Sports and Outdoors", "Toys and Games", "Industrial and Scientific", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Cell Phones and Accessories", "Other", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Pet Supplies", "Industrial and Scientific", "Electronics", "Office Products", "Other", "Cell Phones and Accessories", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Electronics", "Patio Lawn and Garden", "Other", "Automotive", "Toys and Games", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including Office Products and Patio Lawn and Garden. After a period of several weeks, there is a clustering of reviews around week 4, which features multiple categories being reviewed simultaneously. This pattern of clustered reviews continues into weeks 5 and 6, with a notable emphasis on Clothing Shoes and Jewelry, Electronics, and Home and Kitchen categories appearing frequently. Overall, the reviews show a trend of increased activity and variety as time progresses, particularly in the later weeks." }, { "dim_process": 18, "seq_idx": 94, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.5714285714285716, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 4.571428571428571, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.571428571428571, 9.285714285714286, 10.857142857142858, 13.0, 13.0, 13.142857142857142, 13.428571428571429, 14.428571428571429, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.571428571428573, 17.571428571428573, 18.714285714285715, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.285714285714285, 19.428571428571427, 19.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 1.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.0, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 1.0, 0.7142857142857143, 1.5714285714285714, 2.142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 2.0, 0.0, 0.14285714285714285, 1.0, 0.0, 1.1428571428571428, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 5.142857142857143 ], "type_event": [ 15, 8, 11, 10, 11, 8, 10, 11, 4, 10, 9, 10, 10, 9, 8, 11, 0, 10, 10, 11, 10, 4, 11, 10, 5, 9, 4, 10, 8, 11, 10, 10, 1, 12, 13, 2, 2, 10, 8, 8, 11, 0, 8, 15, 2, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Books", "Home and Kitchen", "Electronics", "Books", "Office Products", "Books", "Books", "Office Products", "Toys and Games", "Home and Kitchen", "Other", "Books", "Books", "Home and Kitchen", "Books", "Electronics", "Home and Kitchen", "Books", "Automotive", "Office Products", "Electronics", "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Patio Lawn and Garden", "Pet Supplies", "Pet Supplies", "Books", "Toys and Games", "Toys and Games", "Home and Kitchen", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Clothing, Shoes and Jewelry, Toys and Games, and Home and Kitchen, all submitted in the initial week. As time progresses, there is a noticeable shift towards Books, which appear frequently in the first few weeks and continue to be a prominent category. Electronics and Office Products are introduced around the 2 to 3-week mark, while Toys and Games and Home and Kitchen reviews cluster around the 6-week period. Later in the sequence, there is a diversification into categories such as Tools and Home Improvement, Sports and Outdoors, and Pet Supplies, particularly between the 16 to 19-week timeframe, with a final review in Home and Kitchen at the 24-week mark. Overall, there is a trend of increasing variety in review categories as time progresses." }, { "dim_process": 18, "seq_idx": 95, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 4.285714285714286, 4.428571428571429, 5.285714285714286, 6.571428571428571, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.857142857142858, 8.857142857142858, 9.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.571428571428571, 12.285714285714286, 12.285714285714286, 12.285714285714286, 13.428571428571429, 14.0, 15.428571428571429, 15.428571428571429, 15.714285714285714, 16.285714285714285, 17.0, 18.142857142857142, 18.571428571428573, 19.428571428571427, 20.714285714285715, 21.857142857142858, 23.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.0, 1.1428571428571428, 0.5714285714285714, 1.4285714285714286, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.1428571428571428, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 15, 7, 10, 10, 11, 7, 10, 10, 10, 10, 10, 9, 10, 12, 11, 10, 10, 7, 2, 10, 7, 12, 2, 10, 11, 10, 6, 10, 4, 7, 10, 9, 2, 10, 10, 10, 10, 7, 10, 10, 10, 10, 12, 10, 2, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Pet Supplies", "Books", "Home and Kitchen", "Books", "Industrial and Scientific", "Books", "Electronics", "Grocery and Gourmet Food", "Books", "Office Products", "Pet Supplies", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the early and later parts of the timeline. Initial reviews primarily consist of books, with a few entries in other categories emerging around the second week. There is a noticeable clustering of reviews in the \"Grocery and Gourmet Food,\" \"Pet Supplies,\" and \"Home and Kitchen\" categories occurring intermittently throughout the sequence, particularly around the second and tenth weeks. The frequency of reviews tends to increase over time, particularly in the later weeks, with a sustained interest in books continuing to the end of the timeline." }, { "dim_process": 18, "seq_idx": 96, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 4.571428571428571, 4.571428571428571, 4.571428571428571, 6.142857142857143, 7.285714285714286, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.857142857142858, 10.0, 10.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 19.0, 20.714285714285715, 20.714285714285715, 22.285714285714285, 22.285714285714285, 22.571428571428573, 23.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 2.0, 0.0, 0.0, 1.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.5714285714285716, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 1.7142857142857142, 0.0, 1.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 8, 13, 9, 11, 3, 4, 12, 4, 0, 15, 3, 7, 8, 3, 10, 11, 10, 11, 0, 11, 3, 10, 10, 11, 3, 12, 8, 10, 10, 7, 10, 10, 10, 3, 11, 0, 8, 10, 1, 9, 4, 3, 11, 11, 3, 9, 11, 8, 11, 3, 11 ], "type_text": [ "Toys and Games", "Patio Lawn and Garden", "Office Products", "Home and Kitchen", "Arts Crafts and Sewing", "Electronics", "Sports and Outdoors", "Electronics", "Other", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Toys and Games", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Sports and Outdoors", "Toys and Games", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Toys and Games", "Books", "Tools and Home Improvement", "Office Products", "Electronics", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a variety of categories submitted within the first week, with a notable concentration on Toys and Games, Patio Lawn and Garden, and Office Products. As time progresses, there is a gradual increase in the frequency of reviews related to Books and Home and Kitchen, particularly around the 4 to 10-week mark. From weeks 15 to 24, there is a noticeable clustering of reviews in the Arts Crafts and Sewing and Home and Kitchen categories, indicating a sustained interest in these areas. Overall, the trend shows an early diversity in categories, followed by a later focus on specific product types, particularly Books and Home and Kitchen items." }, { "dim_process": 18, "seq_idx": 97, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.0, 12.0, 12.0, 12.0, 13.0, 13.0, 13.428571428571429, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.428571428571429, 15.428571428571429, 15.428571428571429, 18.571428571428573, 18.571428571428573, 19.142857142857142, 19.142857142857142, 19.714285714285715, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 11.142857142857142, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 1.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 3.142857142857143, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284 ], "type_event": [ 1, 15, 13, 11, 6, 8, 9, 15, 9, 8, 5, 1, 4, 5, 13, 12, 1, 13, 1, 6, 7, 11, 10, 15, 1, 9, 4, 7, 6, 15, 4, 13, 15, 1, 3, 1, 6, 4, 15, 17, 9 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Industrial and Scientific", "Toys and Games", "Office Products", "Clothing Shoes and Jewelry", "Office Products", "Toys and Games", "Automotive", "Tools and Home Improvement", "Electronics", "Automotive", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Electronics", "Grocery and Gourmet Food", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Office Products" ], "description": "The sequence of product reviews begins with a variety of categories submitted simultaneously at the start, indicating an initial exploration of diverse interests. After a significant gap, a cluster of reviews appears around the 11 to 12-week mark, predominantly in categories like Clothing Shoes and Jewelry, Office Products, and Automotive. Following this, there is a consistent pattern of reviews in Tools and Home Improvement, which continues to appear frequently in subsequent clusters. As time progresses, reviews in Electronics and Patio Lawn and Garden also emerge regularly, particularly around the 18 to 20-week range, suggesting a shift in focus towards these categories. The final review occurs at the 22-week mark, indicating a return to Office Products." }, { "dim_process": 18, "seq_idx": 98, "seq_len": 50, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 5.0, 5.142857142857143, 5.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.428571428571429, 8.857142857142858, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.571428571428571, 13.285714285714286, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.857142857142858, 21.142857142857142, 22.285714285714285, 22.857142857142858, 24.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856, 1.1428571428571428, 0.5714285714285714, 1.4285714285714286, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Kindle Store\" appear less frequently and are clustered around the 2.86 to 4.14 week range and again at 8.86 weeks. The majority of reviews are concentrated in the earlier weeks, particularly between 0 and 10 weeks, with a gradual decline in the frequency of reviews as time progresses, though reviews continue to be submitted up to 25 weeks. Overall, the trend indicates a predominant interest in books, with sporadic engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 99, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 2.0, 2.0, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.285714285714286, 15.0, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.285714285714285, 18.142857142857142, 20.142857142857142, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 2.0, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession over the initial weeks. The reviews predominantly remain within the \"Books\" category for a significant period, with a brief introduction of the \"Kindle Store\" category occurring at week 2 and again at week 20. After the initial spike in reviews, there is a consistent pattern of reviews primarily in the \"Books\" category, continuing steadily for several weeks before a final review in the \"Books\" category at week 23. Overall, the reviews cluster heavily around the \"Books\" category, with only two instances of \"Kindle Store\" interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 100, "seq_len": 96, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 2.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.0, 4.142857142857143, 4.142857142857143, 4.571428571428571, 4.571428571428571, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.428571428571429, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.0, 9.285714285714286, 9.285714285714286, 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0.8571428571428571, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 1.0, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 0, 0, 0, 15, 11, 10, 5, 11, 13, 15, 0, 0, 15, 8, 1, 0, 4, 16, 10, 14, 13, 10, 10, 10, 14, 14, 15, 10, 16, 16, 16, 16, 0, 7, 16, 16, 0, 16, 16, 16, 10, 14, 1, 16, 16, 0, 1, 13, 10, 15, 4, 10, 10, 10, 16, 16, 10, 0, 7, 10, 10, 11, 4, 7, 16, 11, 0, 0, 10, 1, 7, 11, 14, 16, 10, 14, 0, 14, 15, 7, 14, 7, 15, 14, 14, 11, 0, 16, 7, 16, 14, 7, 11, 16, 16, 14 ], "type_text": [ "Other", "Other", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Automotive", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Tools and Home Improvement", "Other", "Electronics", "Kindle Store", "Books", "Movies and TV", "Patio Lawn and Garden", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Other", "Grocery and Gourmet Food", "Kindle Store", "Kindle Store", "Other", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Movies and TV", "Tools and Home Improvement", "Kindle Store", "Kindle Store", "Other", "Tools and Home Improvement", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Electronics", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Other", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Kindle Store", "Home and Kitchen", "Other", "Other", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Movies and TV", "Kindle Store", "Books", "Movies and TV", "Other", "Movies and TV", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Movies and TV", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Home and Kitchen", "Other", "Kindle Store", "Grocery and Gourmet Food", "Kindle Store", "Movies and TV", "Grocery and Gourmet Food", "Home and Kitchen", "Kindle Store", "Kindle Store", "Movies and TV" ], "description": "The sequence of product reviews begins with a variety of categories, predominantly \"Other,\" in the initial weeks. As time progresses, there is a noticeable increase in reviews for \"Books,\" which cluster around the middle of the timeline, particularly between weeks 5 and 14. Reviews for \"Movies and TV\" also show a significant presence, especially in the later weeks, with multiple entries occurring in close succession. Additionally, \"Kindle Store\" reviews become more frequent towards the latter part of the sequence, indicating a trend of increasing engagement with this category over time. Overall, the review activity displays a pattern of diversification in the early weeks, followed by clusters of specific categories as the timeline advances." }, { "dim_process": 18, "seq_idx": 101, "seq_len": 102, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 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21.714285714285715, 21.714285714285715, 21.857142857142858, 22.0, 22.142857142857142, 22.714285714285715, 23.857142857142858, 24.571428571428573, 24.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 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0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, the user primarily reviews books, with a few instances of \"Kindle Store\" reviews appearing intermittently throughout the timeline. The reviews for \"Kindle Store\" tend to cluster in specific periods, notably around the 2.29, 4.86, 7.71, 11.71, 18.86, 21.71, and 23.86 marks, while the majority of reviews remain concentrated in the \"Books\" category throughout the entire sequence. Overall, the trend indicates a sustained engagement with books, punctuated by occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 102, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.428571428571429, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.571428571428571, 9.571428571428571, 10.0, 10.0, 11.142857142857142, 12.285714285714286, 12.285714285714286, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.428571428571427, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 6.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 1.1428571428571428, 1.1428571428571428, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 3.7142857142857144 ], "type_event": [ 7, 2, 12, 12, 0, 0, 15, 4, 2, 11, 3, 9, 15, 2, 9, 3, 6, 1, 9, 2, 2, 13, 3, 11, 2, 1, 15, 9, 1, 2, 3, 9, 9, 11, 9, 11, 9, 2, 3, 11, 3, 15, 9, 1, 2, 11, 8 ], "type_text": [ "Grocery and Gourmet Food", "Pet Supplies", "Sports and Outdoors", "Sports and Outdoors", "Other", "Other", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Arts Crafts and Sewing", "Industrial and Scientific", "Tools and Home Improvement", "Office Products", "Pet Supplies", "Pet Supplies", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Arts Crafts and Sewing", "Office Products", "Office Products", "Home and Kitchen", "Office Products", "Home and Kitchen", "Office Products", "Pet Supplies", "Arts Crafts and Sewing", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews begins with a diverse set of categories at the initial timestamp, with a concentration in the grocery, pet supplies, and sports categories. As time progresses, there is a notable cluster of reviews around the 0.57-week mark, primarily in various categories including clothing, electronics, and home goods. A significant shift occurs around the 7.71-week mark, where reviews predominantly focus on arts, crafts, and home improvement products, with a continued emphasis on pet supplies. The later reviews, particularly from the 16.29-week mark onward, show a consistent focus on home and kitchen items, arts and crafts, and office products, indicating a trend towards these categories as time advances. The final review at 20.14 weeks introduces a new category, toys and games, marking a potential shift in interests." }, { "dim_process": 18, "seq_idx": 103, "seq_len": 62, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.285714285714286, 8.571428571428571, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 20.714285714285715, 21.571428571428573, 21.857142857142858, 22.714285714285715, 23.142857142857142, 24.0, 24.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store\" category, particularly after the first few weeks, indicating a shift in focus. While reviews for \"Books\" continue to be submitted throughout the sequence, they tend to cluster more heavily in the earlier weeks, with a gradual increase in \"Kindle Store\" reviews occurring later on. The pattern shows that as time advances, the frequency of \"Kindle Store\" reviews becomes more prominent, particularly in the latter half of the sequence." }, { "dim_process": 18, "seq_idx": 104, "seq_len": 45, "time_since_start": [ 0.0, 1.0, 1.0, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 3.0, 9.0, 9.0, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.0, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.857142857142858, 10.857142857142858, 11.0, 11.714285714285714, 11.714285714285714, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 12.142857142857142, 14.857142857142858, 15.571428571428571, 15.571428571428571, 19.0 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 6.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144, 0.7142857142857143, 0.0, 3.4285714285714284 ], "type_event": [ 5, 8, 10, 11, 10, 1, 12, 8, 8, 10, 8, 7, 9, 11, 13, 1, 0, 8, 12, 7, 1, 8, 5, 12, 13, 0, 7, 15, 3, 8, 7, 11, 1, 8, 11, 12, 7, 8, 10, 8, 8, 8, 7, 8, 4 ], "type_text": [ "Automotive", "Toys and Games", "Books", "Home and Kitchen", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Toys and Games", "Automotive", "Sports and Outdoors", "Patio Lawn and Garden", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Toys and Games", "Grocery and Gourmet Food", "Toys and Games", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Automotive, Toys and Games, and Books, occurring within the first two weeks. As time progresses, the reviews tend to cluster around Toys and Games, with multiple entries in that category appearing at various intervals, particularly noticeable around weeks 9 and 11. Additionally, Grocery and Gourmet Food reviews appear more frequently in the later weeks, alongside a consistent presence of Tools and Home Improvement reviews. Overall, there is a clear trend of increasing activity in specific categories, especially Toys and Games, as the sequence unfolds over time." }, { "dim_process": 18, "seq_idx": 105, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 9.714285714285714, 9.857142857142858, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 16.0, 16.142857142857142, 16.142857142857142, 16.714285714285715, 18.0, 18.142857142857142, 18.714285714285715, 18.714285714285715, 19.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.0, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur frequently, especially in the early weeks, while \"Kindle Store\" reviews appear less frequently and are clustered around specific intervals. Notably, the first instance of \"Kindle Store\" reviews emerges around the two-week mark, with subsequent reviews appearing intermittently throughout the timeline. Overall, the majority of reviews are concentrated in the \"Books\" category, with \"Kindle Store\" reviews serving as occasional interjections." }, { "dim_process": 18, "seq_idx": 106, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.285714285714286, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 14.0, 15.0, 15.0, 15.142857142857142, 15.714285714285714, 16.428571428571427, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 6.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with multiple entries occurring at regular intervals over a period of time. The reviews begin exclusively in the \"Books\" category and continue for several weeks, with a notable increase in frequency during the initial weeks. A transition occurs at week 15, where a review is also submitted for the \"Kindle Store,\" but the majority of reviews thereafter remain in the \"Books\" category. Overall, the trend indicates a sustained interest in books, with a slight diversification into the Kindle Store towards the middle of the timeline." }, { "dim_process": 18, "seq_idx": 107, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 3.0, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.142857142857142, 9.142857142857142, 10.0, 10.714285714285714, 11.285714285714286, 12.428571428571429, 13.285714285714286, 14.285714285714286, 14.428571428571429, 14.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 20.142857142857142, 20.857142857142858, 21.285714285714285, 22.0, 22.714285714285715, 23.142857142857142, 23.285714285714285, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 2.5714285714285716, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.0, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571, 1.0, 0.14285714285714285, 0.0, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714 ], "type_event": [ 0, 15, 12, 15, 4, 7, 10, 11, 10, 12, 10, 9, 10, 11, 7, 10, 11, 13, 0, 11, 15, 10, 0, 12, 15, 10, 3, 7, 10, 11, 7, 10, 11, 5, 4, 0, 11, 0, 9, 7, 10 ], "type_text": [ "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Books", "Office Products", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Automotive", "Electronics", "Other", "Home and Kitchen", "Other", "Office Products", "Grocery and Gourmet Food", "Books" ], "description": "The sequence of product reviews begins with a review in the \"Other\" category, followed by a variety of categories, with \"Clothing Shoes and Jewelry\" and \"Sports and Outdoors\" appearing early on. A notable clustering of reviews occurs around the 4 to 10-week mark, particularly for \"Books\" and \"Home and Kitchen.\" As the sequence progresses, \"Books\" consistently appears throughout, with several reviews concentrated between the 6 to 17-week range. Towards the end of the sequence, there is a resurgence of \"Home and Kitchen\" reviews, along with a mix of other categories, including \"Grocery and Gourmet Food\" and \"Electronics.\"" }, { "dim_process": 18, "seq_idx": 108, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 3.857142857142857, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.428571428571429, 10.0, 10.0, 10.0, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 11.285714285714286, 12.142857142857142, 14.0, 14.0, 14.142857142857142, 15.285714285714286, 16.142857142857142, 16.142857142857142, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.714285714285715, 17.714285714285715, 18.142857142857142, 18.142857142857142, 18.142857142857142, 19.142857142857142, 19.571428571428573, 19.857142857142858, 19.857142857142858, 20.285714285714285, 20.285714285714285, 21.0, 21.0, 21.0, 21.428571428571427, 22.142857142857142, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 3.857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 0.5714285714285714, 1.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.8571428571428572, 0.0, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858 ], "type_event": [ 0, 4, 11, 11, 15, 11, 6, 11, 13, 4, 17, 11, 17, 9, 11, 11, 4, 12, 1, 9, 4, 11, 11, 1, 5, 11, 11, 15, 11, 1, 11, 1, 9, 12, 11, 11, 4, 1, 5, 12, 14, 16, 12, 14, 11, 14, 12, 11, 2, 2 ], "type_text": [ "Other", "Electronics", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Cell Phones and Accessories", "Home and Kitchen", "Cell Phones and Accessories", "Office Products", "Home and Kitchen", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Office Products", "Electronics", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Automotive", "Sports and Outdoors", "Movies and TV", "Kindle Store", "Sports and Outdoors", "Movies and TV", "Home and Kitchen", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Pet Supplies" ], "description": "The sequence of product reviews begins with a focus on \"Other\" and \"Electronics\" categories at the start. As time progresses, there is a noticeable clustering of reviews in the \"Home and Kitchen\" category, which appears frequently throughout the timeline, particularly between weeks 3 to 11. The reviews for \"Electronics\" also show a consistent presence, particularly around weeks 10 to 18. Additionally, there is a gradual introduction of other categories like \"Clothing Shoes and Jewelry,\" \"Automotive,\" and \"Sports and Outdoors,\" with the latter showing increased activity towards the later weeks. The sequence concludes with reviews in the \"Pet Supplies\" category, indicating a diversification of interests over time." }, { "dim_process": 18, "seq_idx": 109, "seq_len": 75, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.571428571428571, 7.142857142857143, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.571428571428573, 16.714285714285715, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 19.428571428571427, 19.428571428571427, 20.0, 20.285714285714285, 20.571428571428573, 20.714285714285715, 21.142857142857142, 21.285714285714285, 21.571428571428573, 22.571428571428573, 23.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 16, 16, 10, 10, 16, 10, 16, 16, 16, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a pattern where reviews for \"Books\" and \"Kindle Store\" are submitted throughout the timeline, with \"Books\" reviews appearing slightly more frequently. Initially, there is a mix of both categories, but as time progresses, \"Kindle Store\" reviews tend to cluster more prominently around the mid to later weeks. The frequency of \"Books\" reviews appears to increase significantly in the latter part of the timeline, particularly after the 10-week mark, while \"Kindle Store\" reviews remain relatively consistent with some clustering observed towards the end of the sequence. Overall, the trend indicates a sustained interest in both categories, with a notable emphasis on \"Books\" as time advances." }, { "dim_process": 18, "seq_idx": 110, "seq_len": 67, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.571428571428571, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.714285714285714, 14.285714285714286, 14.714285714285714, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.428571428571427, 18.0, 18.285714285714285, 19.0, 19.142857142857142, 20.571428571428573, 21.142857142857142, 21.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user is consistently focused on the \"Books\" category, with reviews occurring at regular intervals over an extended period. The reviews begin at week 0 and continue steadily, with a notable increase in frequency during the initial weeks. While the review submissions are concentrated in the earlier weeks, they continue to occur throughout the timeline, indicating ongoing engagement with the category. There are no shifts in category, and the reviews maintain a consistent pattern of submission without significant gaps or clusters of different types." }, { "dim_process": 18, "seq_idx": 111, "seq_len": 42, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.7142857142857144, 3.4285714285714284, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.0, 7.285714285714286, 7.571428571428571, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.571428571428571, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.142857142857142, 14.428571428571429, 15.142857142857142, 15.571428571428571, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.428571428571427, 20.857142857142858, 22.571428571428573, 22.857142857142858, 23.0, 23.142857142857142, 23.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 3.4285714285714284, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews clustered within the first few weeks. As time progresses, reviews for the \"Kindle Store\" start to appear, particularly noticeable around the 2 to 3-week mark. The frequency of \"Books\" reviews remains high throughout the sequence, with several clusters occurring between weeks 4 and 17. In contrast, reviews for the \"Kindle Store\" show a more sporadic pattern, with notable increases in frequency around weeks 6, 10, and 20. Overall, \"Books\" reviews dominate the early and middle parts of the timeline, while \"Kindle Store\" reviews become more prominent in the latter half." }, { "dim_process": 18, "seq_idx": 112, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.571428571428571, 12.571428571428571, 13.142857142857142, 14.0, 14.142857142857142, 14.285714285714286, 15.0, 15.285714285714286, 16.285714285714285, 17.0, 17.285714285714285, 19.142857142857142, 19.285714285714285, 20.142857142857142, 20.571428571428573, 21.571428571428573, 22.0, 22.571428571428573, 23.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in clusters, particularly within the first 24 weeks, with several periods of concentrated activity. The \"Kindle Store\" reviews appear less frequently, primarily interspersed among the more numerous book reviews, indicating that they occur at specific intervals rather than consistently throughout the timeline. Overall, the user exhibits a strong preference for reviewing books, with the majority of reviews submitted in the earlier weeks of the sequence." }, { "dim_process": 18, "seq_idx": 113, "seq_len": 82, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.428571428571427, 19.571428571428573, 20.714285714285715, 24.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 3.2857142857142856, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features reviews for \"Books,\" which are submitted consistently throughout the timeline, particularly in the initial weeks. Reviews for the \"Kindle Store\" appear less frequently, with clusters occurring around the 4-week, 6-week, 11-week, 14-week, and 18-week marks. Overall, the majority of reviews are concentrated in the earlier part of the timeline, with a gradual decline in frequency as time progresses, while the \"Kindle Store\" reviews are interspersed and tend to occur later in the sequence." }, { "dim_process": 18, "seq_idx": 114, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 2.2857142857142856, 3.2857142857142856, 4.0, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 18.285714285714285, 18.428571428571427, 21.428571428571427, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 2.2857142857142856, 1.0, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 3.0, 0.0 ], "type_event": [ 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with two categories, Books and Home and Kitchen, submitted at the same initial timestamp. Following this, there is a significant increase in the frequency of Books reviews, which dominate the timeline, particularly between weeks 2 and 18. Kindle Store reviews appear less frequently, primarily clustered around weeks 6, 7, 11, 17, and 21, indicating a pattern where Books reviews are consistently submitted earlier and more frequently than Kindle Store reviews. Overall, the trend shows a sustained interest in Books throughout the timeline, with intermittent reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 115, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 2.5714285714285716, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.714285714285714, 9.285714285714286, 9.714285714285714, 10.428571428571429, 10.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 16.428571428571427, 17.285714285714285, 19.857142857142858, 20.142857142857142, 20.428571428571427, 21.0, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 2.5714285714285716, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.8571428571428571, 2.5714285714285716, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession over the initial weeks. As time progresses, there is a notable shift with the introduction of reviews for the \"Kindle Store,\" which occur intermittently alongside continued reviews for \"Books.\" The reviews for \"Books\" dominate the early and middle parts of the timeline, while \"Kindle Store\" reviews appear more sporadically, particularly after several weeks of consistent \"Books\" reviews. Overall, the trend shows a predominant interest in \"Books\" that gradually includes \"Kindle Store\" reviews, particularly in the later stages of the timeline." }, { "dim_process": 18, "seq_idx": 116, "seq_len": 46, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.857142857142857, 5.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.857142857142857, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 11.0, 11.0, 11.0, 12.0, 12.0, 12.0, 16.0, 17.714285714285715, 19.0, 19.0, 19.0, 19.0, 19.0, 21.428571428571427, 21.428571428571427, 21.571428571428573, 21.571428571428573, 21.571428571428573 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 3.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.0, 0.0, 0.0, 4.0, 1.7142857142857142, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.14285714285714285, 0.0, 0.0 ], "type_event": [ 11, 17, 6, 15, 2, 12, 4, 13, 7, 11, 5, 9, 15, 1, 16, 10, 4, 1, 15, 17, 11, 1, 2, 15, 1, 15, 4, 17, 1, 11, 15, 6, 11, 4, 8, 12, 9, 13, 17, 7, 15, 15, 1, 15, 6, 12 ], "type_text": [ "Home and Kitchen", "Cell Phones and Accessories", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Electronics", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Automotive", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Kindle Store", "Books", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Cell Phones and Accessories", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Electronics", "Toys and Games", "Sports and Outdoors", "Office Products", "Patio Lawn and Garden", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first two weeks, predominantly featuring home and kitchen items alongside electronics and clothing. After a gap of several weeks, there is a clustering of reviews around the four to six-week mark, where multiple categories, including tools and home improvement, reappear. As time progresses, there is a noticeable increase in reviews for clothing and tools, particularly around the ten to twelve-week period. Towards the end of the sequence, reviews for toys and games, as well as a resurgence in sports and outdoors, appear, indicating a shift in focus after a period of consistent reviews in specific categories." }, { "dim_process": 18, "seq_idx": 117, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 2.0, 2.0, 2.0, 2.0, 2.0, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 6.0, 6.0, 6.0, 6.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.285714285714286, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.857142857142858, 10.857142857142858, 12.142857142857142, 12.142857142857142, 13.571428571428571, 13.571428571428571, 16.714285714285715, 16.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.0, 0.42857142857142855, 0.0, 1.2857142857142858, 0.0, 1.4285714285714286, 0.0, 3.142857142857143, 0.0 ], "type_event": [ 15, 14, 10, 0, 0, 10, 16, 0, 15, 10, 14, 4, 14, 0, 16, 10, 10, 11, 16, 14, 10, 16, 9, 10, 15, 10, 15, 7, 16, 10, 16, 15, 10, 16, 10, 16, 11, 16, 10, 16, 10, 16, 10, 10, 16 ], "type_text": [ "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Other", "Other", "Books", "Kindle Store", "Other", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Electronics", "Movies and TV", "Other", "Kindle Store", "Books", "Books", "Home and Kitchen", "Kindle Store", "Movies and TV", "Books", "Kindle Store", "Office Products", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Clothing, Movies, and Books, all submitted in the first week. As time progresses, there is a noticeable increase in reviews for the Books category, which consistently appears throughout the timeline, often alongside Kindle Store entries. Other categories, such as Clothing and Movies, also appear but tend to cluster more in the earlier weeks, while the Kindle Store and Books show a sustained presence, particularly in the later weeks. Overall, the trend indicates a shift towards more frequent reviews in the Books and Kindle Store categories as time advances." }, { "dim_process": 18, "seq_idx": 118, "seq_len": 55, "time_since_start": [ 0.0, 0.42857142857142855, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.714285714285714, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.0, 11.428571428571429, 11.428571428571429, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.428571428571427, 18.571428571428573, 20.571428571428573, 21.285714285714285, 21.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 2.0, 0.7142857142857143, 0.42857142857142855, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 7, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 10, 2 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Pet Supplies" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. \"Kindle Store\" reviews begin to appear shortly after the initial book reviews and continue to be submitted throughout the sequence, often clustering in later weeks. Additionally, there is a single review for \"Grocery and Gourmet Food\" and one for \"Pet Supplies,\" both of which occur much later in the timeline, indicating a shift in review focus. Overall, the trend indicates a strong early emphasis on books, with a gradual introduction of Kindle-related reviews as time progresses." }, { "dim_process": 18, "seq_idx": 119, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.571428571428571, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 7.142857142857143, 8.0, 8.0, 8.0, 8.142857142857142, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.714285714285714, 11.0, 11.0, 11.0, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.571428571428571, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 21.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.4285714285714284, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 12, 16, 17, 10, 8, 10, 10, 10, 10, 9, 15, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 6, 9, 17, 1, 10, 10, 10, 10, 10, 10, 10, 3 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Kindle Store", "Cell Phones and Accessories", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Industrial and Scientific", "Office Products", "Cell Phones and Accessories", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the earlier weeks. Initial reviews are concentrated in the \"Books\" category, with a notable expansion into other categories occurring around week 5. After this point, while there are brief instances of reviews in various categories, \"Books\" remains the most frequently reviewed category, with clusters of reviews continuing to appear at regular intervals. Other categories appear sporadically, primarily around weeks 5 and 16, indicating a secondary interest that does not significantly disrupt the ongoing trend of reviewing \"Books.\"" }, { "dim_process": 18, "seq_idx": 120, "seq_len": 99, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 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0.0, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a lengthy period. Most reviews are clustered in the first 22 weeks, with a notable concentration in the earlier weeks, indicating a sustained interest in books. The \"Kindle Store\" category appears less frequently, with only a few reviews interspersed among the numerous book reviews, primarily occurring after the 6-week mark. Overall, the pattern illustrates a strong and consistent engagement with book reviews, with only occasional diversions to the Kindle Store." }, { "dim_process": 18, "seq_idx": 121, "seq_len": 50, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.571428571428573, 16.571428571428573, 16.857142857142858, 17.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 8.285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear intermittently, primarily clustered around the 1.43, 5.57, 7.14, 10.86, and 16.57 marks, suggesting a pattern of reviews for Kindle-related products occurring at regular intervals. A single review for \"Cell Phones and Accessories\" occurs at 7.57, indicating a brief diversification from the primary focus on books. Overall, the majority of reviews are concentrated in the earlier weeks, with a gradual tapering off as time progresses, although \"Books\" remains the dominant category throughout." }, { "dim_process": 18, "seq_idx": 122, "seq_len": 44, "time_since_start": [ 0.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.0, 3.2857142857142856, 4.0, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.714285714285714, 12.857142857142858, 13.428571428571429, 14.0, 14.285714285714286, 15.0, 16.0, 16.285714285714285, 18.142857142857142, 18.571428571428573, 19.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 1.2857142857142858, 5.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline, with reviews primarily submitted in the first 19 weeks. There is a notable transition to the \"Kindle Store\" category around week 8, with a second instance occurring around week 12. The frequency of reviews remains high in the early weeks, gradually tapering off after week 19, indicating a sustained interest in books before a decline in review activity. Overall, the majority of reviews cluster within the first 20 weeks, with minimal variation in the types of products reviewed." }, { "dim_process": 18, "seq_idx": 123, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 6.0, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.285714285714286, 12.857142857142858, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.714285714285714, 16.0, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.428571428571427, 22.142857142857142, 23.0, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 3.7142857142857144, 0.8571428571428571, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are consistently submitted over a span of several weeks. The reviews begin at the start of the timeline and continue at a steady pace, with some clustering occurring in the early weeks. There is a notable increase in frequency around the 2 to 4-week mark, followed by a gradual tapering off in frequency as time progresses. Towards the end of the sequence, a review for the Kindle Store is submitted, indicating a shift in focus after a prolonged period of reviewing books." }, { "dim_process": 18, "seq_idx": 124, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.714285714285714, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.571428571428571, 13.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.714285714285714, 16.714285714285715, 18.142857142857142, 18.285714285714285, 18.714285714285715, 21.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 2.5714285714285716, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a continuous timeframe. The reviews are submitted consistently, with a notable concentration of activity in the earlier weeks, particularly in the first 15 weeks, where the majority of reviews are clustered. As time progresses, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks. Overall, the trend shows a high initial engagement that tapers off over time." }, { "dim_process": 18, "seq_idx": 125, "seq_len": 47, "time_since_start": [ 0.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 4.857142857142857, 6.0, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.571428571428571, 8.0, 8.428571428571429, 9.857142857142858, 10.142857142857142, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.714285714285714, 15.857142857142858, 17.0, 17.714285714285715, 18.571428571428573, 18.571428571428573, 19.142857142857142, 20.285714285714285, 21.857142857142858 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.8571428571428571, 0.0, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714 ], "type_event": [ 10, 4, 10, 10, 10, 0, 9, 10, 10, 10, 10, 10, 10, 11, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 2, 10, 16, 10 ], "type_text": [ "Books", "Electronics", "Books", "Books", "Books", "Other", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Pet Supplies", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of categories, including Books and Electronics, within the first few weeks. A notable trend is the dominance of Books, which consistently appear throughout the timeline, particularly clustering in the later weeks. Other categories such as Pet Supplies and Kindle Store also appear but are less frequent and tend to occur after several weeks of predominantly Book reviews. Overall, the user shows a strong preference for Books, with a significant concentration of reviews submitted in the latter half of the timeline." }, { "dim_process": 18, "seq_idx": 126, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 3.2857142857142856, 4.428571428571429, 5.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.714285714285714, 12.0, 12.0, 14.0, 14.571428571428571, 14.714285714285714, 16.0, 17.285714285714285, 18.142857142857142, 21.142857142857142, 21.285714285714285, 21.428571428571427, 21.571428571428573, 22.285714285714285, 22.571428571428573, 23.142857142857142, 23.285714285714285, 23.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 3.2857142857142856, 0.0, 2.0, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 1.2857142857142858, 0.8571428571428571, 3.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a predominant focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store\" category, which tend to cluster around specific weeks, particularly after several weeks of consistent \"Books\" reviews. The pattern shows that reviews for \"Books\" are consistently submitted throughout the timeline, while \"Kindle Store\" reviews appear more sporadically, often following clusters of \"Books\" reviews. The trend indicates a sustained interest in \"Books\" with intermittent engagement with the \"Kindle Store\" over the observed period." }, { "dim_process": 18, "seq_idx": 127, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.8571428571428572, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.571428571428571, 5.714285714285714, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.428571428571429, 8.285714285714286, 9.0, 9.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.0, 13.428571428571429, 14.0, 14.428571428571429, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.714285714285715, 20.0, 21.714285714285715, 21.714285714285715, 21.857142857142858, 22.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 2.142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.7142857142857142, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0 ], "type_event": [ 10, 10, 15, 10, 15, 10, 10, 10, 14, 10, 16, 10, 10, 2, 10, 10, 10, 0, 10, 4, 10, 10, 2, 4, 10, 10, 10, 11, 9, 10, 10, 10, 14, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 11, 10, 2, 0, 2, 14, 11, 11, 8, 11, 9, 14 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Other", "Books", "Electronics", "Books", "Books", "Pet Supplies", "Electronics", "Books", "Books", "Books", "Home and Kitchen", "Office Products", "Books", "Books", "Books", "Movies and TV", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Pet Supplies", "Other", "Pet Supplies", "Movies and TV", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Office Products", "Movies and TV" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with multiple entries occurring throughout the timeline, particularly in the earlier weeks. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Movies and TV,\" and \"Electronics,\" appear sporadically, often clustered in the initial weeks or later in the sequence. Notably, there is a shift towards a broader range of categories, including \"Home and Kitchen\" and \"Office Products,\" which emerge more prominently in the later weeks. The reviews exhibit a trend of clustering, especially around \"Books\" in the first half of the timeline, while other categories appear more intermittently." }, { "dim_process": 18, "seq_idx": 128, "seq_len": 120, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 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15, 10 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Office Products", "Books", "Arts Crafts and Sewing", "Books", "Toys and Games", "Arts Crafts and Sewing", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Home and Kitchen", "Books", "Movies and TV", "Books", "Books", "Arts Crafts and Sewing", "Books", "Movies and TV", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Movies and TV", "Books", "Arts Crafts and Sewing", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Toys and Games", "Toys and Games", "Arts Crafts and Sewing", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Books", "Books", "Books", "Toys and Games", "Toys and Games", "Toys and Games", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Toys and Games", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a clear emphasis on the \"Books\" category, which dominates the timeline with numerous entries throughout the entire period. Initial reviews include a mix of categories such as \"Grocery and Gourmet Food\" and \"Books,\" but as time progresses, the frequency of \"Books\" reviews increases significantly. Other categories like \"Toys and Games,\" \"Arts Crafts and Sewing,\" and \"Home and Kitchen\" appear intermittently, often clustering around specific weeks, particularly in the later part of the timeline. The reviews for \"Grocery and Gourmet Food\" are less frequent and tend to appear in clusters, while \"Movies and TV\" reviews are concentrated in the middle of the timeline. Overall, the trend indicates a strong and consistent focus on books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 129, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.714285714285714, 10.0, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.1428571428571428, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a mix of reviews for the \"Books\" category and the \"Kindle Store\" within the first two weeks. A significant clustering of reviews occurs predominantly in the \"Books\" category, which continues to dominate the sequence throughout the timeline, with only sporadic entries for the \"Kindle Store.\" The reviews show a consistent pattern of activity, with frequent submissions occurring in the early weeks and maintaining high frequency over the following weeks, particularly for \"Books.\" The \"Kindle Store\" reviews appear less frequently and are interspersed among the numerous \"Books\" reviews, particularly concentrated around the 10-week mark. Overall, the trend indicates a strong preference for reviewing \"Books\" over a sustained period." }, { "dim_process": 18, "seq_idx": 130, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 4.0, 4.428571428571429, 5.142857142857143, 5.428571428571429, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.571428571428571, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 11.0, 11.142857142857142, 11.285714285714286, 12.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.571428571428571, 13.571428571428571, 14.0, 14.428571428571429, 14.857142857142858, 15.0, 15.571428571428571, 16.285714285714285, 16.857142857142858, 17.714285714285715, 19.142857142857142, 19.142857142857142, 19.142857142857142, 21.285714285714285, 23.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 0.0, 0.0, 2.142857142857143, 2.142857142857143, 1.5714285714285714 ], "type_event": [ 7, 7, 7, 0, 12, 11, 2, 10, 11, 1, 10, 4, 7, 10, 7, 0, 2, 2, 7, 15, 10, 10, 15, 0, 7, 7, 2, 2, 7, 10, 10, 7, 10, 7, 2, 10, 10, 11, 2, 10, 7, 10, 13, 2, 10, 10, 2, 17, 10, 10, 10, 7, 1, 11, 11, 15, 8 ], "type_text": [ "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Books", "Home and Kitchen", "Tools and Home Improvement", "Books", "Electronics", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Patio Lawn and Garden", "Pet Supplies", "Books", "Books", "Pet Supplies", "Cell Phones and Accessories", "Books", "Books", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games" ], "description": "The sequence of product reviews shows a clear initial focus on the \"Grocery and Gourmet Food\" category, with multiple reviews submitted in the first few weeks. As time progresses, there is a noticeable diversification into other categories such as \"Books,\" \"Pet Supplies,\" and \"Home and Kitchen,\" with reviews for these categories emerging at various points throughout the timeline. Reviews for \"Books\" and \"Pet Supplies\" appear frequently, particularly in the later weeks, indicating a clustering of these categories. Additionally, there is a re-emergence of \"Grocery and Gourmet Food\" reviews towards the end of the sequence, suggesting a sustained interest in that category alongside the others. Overall, the review activity reflects a gradual expansion into a wider array of product categories over time." }, { "dim_process": 18, "seq_idx": 131, "seq_len": 83, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.857142857142858, 10.285714285714286, 11.0, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.0, 19.285714285714285, 21.142857142857142, 21.285714285714285, 21.571428571428573, 21.857142857142858, 24.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.7142857142857144, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 14, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" category appears intermittently, primarily after the initial cluster of book reviews, suggesting a gradual introduction of digital content. \"Pet Supplies\" is briefly reviewed before the user returns to the predominant trend of reviewing books. Overall, the reviews are heavily concentrated in the \"Books\" category, with other categories appearing less frequently and primarily clustered around specific weeks." }, { "dim_process": 18, "seq_idx": 132, "seq_len": 66, "time_since_start": [ 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 2.0, 2.0, 2.0, 2.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.714285714285714, 9.0, 9.0, 9.857142857142858, 11.571428571428571, 12.571428571428571, 13.0, 14.0, 14.0, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.571428571428571, 16.857142857142858, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.0, 19.714285714285715, 19.857142857142858, 19.857142857142858, 20.428571428571427, 20.428571428571427, 20.571428571428573, 20.714285714285715, 22.428571428571427, 23.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 1.2857142857142858, 0.0, 0.8571428571428571, 1.7142857142857142, 1.0, 0.42857142857142855, 1.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714 ], "type_event": [ 14, 8, 0, 14, 10, 8, 0, 14, 17, 4, 8, 3, 0, 9, 8, 14, 0, 15, 11, 0, 0, 14, 8, 0, 14, 11, 0, 15, 0, 0, 14, 4, 15, 11, 8, 0, 14, 14, 14, 10, 14, 14, 14, 14, 0, 0, 14, 14, 14, 14, 14, 14, 14, 14, 0, 14, 14, 4, 14, 15, 0, 14, 0, 14, 14, 14 ], "type_text": [ "Movies and TV", "Toys and Games", "Other", "Movies and TV", "Books", "Toys and Games", "Other", "Movies and TV", "Cell Phones and Accessories", "Electronics", "Toys and Games", "Arts Crafts and Sewing", "Other", "Office Products", "Toys and Games", "Movies and TV", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Other", "Movies and TV", "Toys and Games", "Other", "Movies and TV", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Other", "Other", "Movies and TV", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Electronics", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows that the user submitted reviews across various categories, with a notable emphasis on Movies and TV, which appears consistently throughout the timeline. Initial reviews are more diverse, covering categories like Toys and Games, Books, and Electronics within the first few weeks. As time progresses, there is a significant clustering of Movies and TV reviews, particularly from the third week onward, indicating a strong focus on this category. Additionally, there are periods with multiple reviews submitted in quick succession, particularly around the 6-week mark and again in the later weeks, suggesting bursts of activity in reviewing. Other categories, such as Clothing Shoes and Jewelry and Electronics, appear intermittently but do not dominate the review pattern as Movies and TV does." }, { "dim_process": 18, "seq_idx": 133, "seq_len": 126, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 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10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a notable concentration of these reviews occurring in the initial weeks. Reviews in the Kindle Store appear intermittently throughout the timeline, often clustering around specific weeks. As time progresses, the frequency of Kindle Store reviews increases, particularly in the later weeks, while the reviews for books remain predominant throughout the entire sequence. Overall, the user maintains a steady engagement with book reviews, with Kindle Store reviews emerging more frequently as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 134, "seq_len": 61, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.428571428571429, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.428571428571427, 19.571428571428573, 19.571428571428573, 19.857142857142858, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286 ], "type_event": [ 15, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 11, 16, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 1, 7, 9, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 16, 16, 16, 10, 10, 16 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Tools and Home Improvement", "Grocery and Gourmet Food", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a review in the Clothing, Shoes, and Jewelry category, followed by a series of reviews predominantly in the Books category. Reviews for the Kindle Store appear intermittently, often clustered around the earlier and later parts of the timeline. There are also occasional reviews in other categories such as Home and Kitchen, Pet Supplies, Tools and Home Improvement, Grocery and Gourmet Food, and Office Products, but these are less frequent and appear later in the sequence. Overall, the trend shows a strong focus on Books, with Kindle Store reviews occurring at various points, particularly after the initial weeks." }, { "dim_process": 18, "seq_idx": 135, "seq_len": 105, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 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0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. Reviews for the \"Kindle Store\" category appear intermittently, often clustering around specific weeks, especially after the initial weeks. There is a notable increase in \"Kindle Store\" reviews around the 1.14-week mark and again towards the later weeks, particularly from week 18 onwards. Additionally, a single review for \"Pet Supplies\" is noted at week 15, indicating a brief diversification in the review categories. Overall, the pattern shows a strong emphasis on book reviews with sporadic entries for the Kindle Store." }, { "dim_process": 18, "seq_idx": 136, "seq_len": 69, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 16.285714285714285, 16.714285714285715, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.428571428571427, 17.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285 ], "type_event": [ 14, 10, 10, 14, 10, 10, 14, 10, 10, 10, 14, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 14, 0, 0, 14, 14, 10, 10, 14, 14, 16, 10, 10, 10, 10, 10, 14, 0, 14, 0, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 14 ], "type_text": [ "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Other", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Other", "Other", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Other", "Movies and TV", "Other", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks. Reviews for \"Movies and TV\" begin to emerge shortly after the initial reviews, with some clustering around the 2 to 3-week mark and again later in the sequence. The \"Other\" category appears intermittently, primarily in the middle and towards the end of the timeline, while the \"Kindle Store\" review is a singular event. Overall, the trend indicates a strong and sustained engagement with books, with occasional reviews of movies and TV content interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 137, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.4285714285714286, 2.4285714285714284, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.857142857142857, 8.714285714285714, 9.571428571428571, 10.571428571428571, 11.571428571428571, 12.0, 12.857142857142858, 13.714285714285714, 14.571428571428571, 15.571428571428571, 15.714285714285714, 16.571428571428573, 17.142857142857142, 17.571428571428573, 18.857142857142858, 20.571428571428573, 20.571428571428573, 20.571428571428573, 24.571428571428573, 24.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 1.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 1.7142857142857142, 0.0, 0.0, 4.0, 0.0, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 2, 9, 7, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Office Products", "Grocery and Gourmet Food", "Books" ], "description": "The sequence of product reviews begins with a strong focus on books, with multiple reviews submitted in quick succession during the initial weeks. Over time, the reviews for books continue to dominate, with only a few other categories introduced later in the timeline. Notably, reviews for clothing, pet supplies, and office products appear clustered around the 20-week mark, while grocery items are reviewed simultaneously. The trend indicates a sustained interest in books throughout the sequence, with other categories emerging significantly later." }, { "dim_process": 18, "seq_idx": 138, "seq_len": 108, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.714285714285714, 8.571428571428571, 8.714285714285714, 8.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 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23.571428571428573, 24.428571428571427, 24.571428571428573, 24.714285714285715, 24.857142857142858, 25.285714285714285, 25.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 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0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the earlier weeks. The first instance of reviews for \"Clothing Shoes and Jewelry\" occurs around the second week, but this category does not appear again. Starting from around the fourth week, reviews for the \"Kindle Store\" begin to emerge, gradually increasing in frequency and clustering towards the later weeks. By the end of the sequence, reviews for the \"Kindle Store\" become more prevalent, indicating a shift in focus from primarily \"Books\" to a more balanced presence of both \"Books\" and \"Kindle Store\" reviews." }, { "dim_process": 18, "seq_idx": 139, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 2.4285714285714284, 3.0, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.428571428571429, 7.857142857142857, 8.285714285714286, 9.0, 10.142857142857142, 10.714285714285714, 12.142857142857142, 13.714285714285714, 14.142857142857142, 14.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.714285714285715, 19.857142857142858, 20.571428571428573, 21.857142857142858, 22.142857142857142, 22.285714285714285, 23.571428571428573, 23.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 1.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable number of reviews for the \"Kindle Store\" interspersed throughout. Initial reviews are primarily for \"Books,\" with the first \"Kindle Store\" review occurring shortly after. As time progresses, there are clusters of \"Books\" reviews, particularly around the 5 to 10-week mark, while \"Kindle Store\" reviews appear less frequently but tend to occur after several \"Books\" reviews. The pattern indicates a consistent preference for \"Books,\" with \"Kindle Store\" reviews being more sporadic and occurring at various intervals, particularly towards the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 140, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 7.428571428571429, 7.714285714285714, 8.571428571428571, 8.571428571428571, 9.142857142857142, 9.428571428571429, 10.285714285714286, 10.714285714285714, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.714285714285715, 17.0, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over the span of several weeks. The first review occurs at the beginning of the timeline, and there is a notable clustering of reviews within the first 18 weeks, primarily centered around \"Books.\" A single review for \"Grocery and Gourmet Food\" appears briefly at week 4. Additionally, there is a review for the \"Kindle Store\" at week 8, but the overall trend indicates that the user primarily engages with book-related reviews throughout the majority of the timeline." }, { "dim_process": 18, "seq_idx": 141, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 2.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 5.857142857142857, 6.0, 6.571428571428571, 7.0, 7.0, 7.571428571428571, 7.571428571428571, 8.142857142857142, 9.0, 9.285714285714286, 9.285714285714286, 9.714285714285714, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.714285714285715, 20.142857142857142, 22.714285714285715, 23.285714285714285, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.7142857142857143, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 2.5714285714285716, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly concentrated in the early weeks and continuing throughout the timeline. The \"Kindle Store\" reviews appear less frequently, primarily clustered around specific weeks, particularly around the 1.29, 7.0, and 13.14 marks. There is a notable trend of alternating between \"Books\" and \"Kindle Store\" reviews, with \"Books\" consistently being the more frequent category. The reviews tend to cluster in the earlier weeks, with a gradual decrease in frequency as time progresses, although there are some later spikes in activity." }, { "dim_process": 18, "seq_idx": 142, "seq_len": 182, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 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"Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviewing books, which occurs frequently throughout the timeline, often clustered together. Reviews for the Kindle Store appear less frequently but are interspersed among the book reviews, with some weeks featuring multiple reviews from both categories. Over time, the frequency of reviews remains relatively stable, with a slight increase in the number of Kindle Store reviews towards the latter part of the timeline. Overall, book reviews dominate the sequence, while Kindle Store reviews serve as secondary entries that occasionally punctuate the timeline." }, { "dim_process": 18, "seq_idx": 143, "seq_len": 61, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 4.0, 5.571428571428571, 6.0, 7.0, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 18.142857142857142, 18.428571428571427, 19.0, 21.428571428571427, 22.285714285714285, 22.714285714285715, 23.0, 23.285714285714285, 24.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 1.5714285714285714, 0.42857142857142855, 1.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 2.4285714285714284, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent focus on the \"Books\" category throughout the entire timeframe. Reviews are submitted frequently in the initial weeks, with a notable cluster of submissions occurring in the first 18 weeks. After this period, there is a gradual decrease in the frequency of reviews, with fewer submissions noted in the later weeks, particularly after week 19. Overall, the trend indicates a high level of activity in the early stages, followed by a tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 144, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 10.0, 10.142857142857142, 10.857142857142858, 11.714285714285714, 11.857142857142858, 13.0, 13.857142857142858, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.142857142857142, 16.428571428571427, 17.285714285714285, 18.142857142857142, 20.142857142857142, 21.142857142857142, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 2.0, 1.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews start with a concentrated period of \"Books\" reviews, particularly in the initial weeks, followed by a few instances of \"Kindle Store\" reviews interspersed at later points. The frequency of \"Books\" reviews remains high throughout the sequence, with only occasional shifts to \"Kindle Store.\" Overall, the reviews are clustered heavily in the earlier weeks, with a gradual continuation of \"Books\" reviews extending into the later weeks." }, { "dim_process": 18, "seq_idx": 145, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.0, 3.0, 3.0, 3.0, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.428571428571429, 5.428571428571429, 6.857142857142857, 6.857142857142857, 8.714285714285714, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 12.571428571428571, 12.571428571428571, 12.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 1.4285714285714286, 0.0, 1.8571428571428572, 0.8571428571428571, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0 ], "type_event": [ 0, 10, 6, 0, 5, 12, 0, 4, 11, 14, 2, 15, 1, 11, 4, 15, 7, 9, 6, 13, 10, 12, 4, 9, 1, 13, 0, 15, 4, 13, 10, 1, 2, 4, 11, 4, 14, 13, 11, 10, 12, 14, 5, 13, 2, 4, 17, 4, 13, 2 ], "type_text": [ "Other", "Books", "Industrial and Scientific", "Other", "Automotive", "Sports and Outdoors", "Other", "Electronics", "Home and Kitchen", "Movies and TV", "Pet Supplies", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Office Products", "Industrial and Scientific", "Patio Lawn and Garden", "Books", "Sports and Outdoors", "Electronics", "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Other", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Books", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Home and Kitchen", "Electronics", "Movies and TV", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Sports and Outdoors", "Movies and TV", "Automotive", "Patio Lawn and Garden", "Pet Supplies", "Electronics", "Cell Phones and Accessories", "Electronics", "Patio Lawn and Garden", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp, indicating a broad interest across multiple areas. As time progresses, there is a noticeable clustering of reviews around specific categories, particularly Home and Kitchen, Electronics, and Patio Lawn and Garden, which appear multiple times throughout the timeline. Reviews for Books and Sports and Outdoors also appear in clusters, especially around the 9 to 10-week mark. The timing suggests that the user engages with certain categories more frequently after the initial period, leading to a concentration of reviews in later weeks." }, { "dim_process": 18, "seq_idx": 146, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.285714285714286, 4.571428571428571, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.428571428571429, 10.857142857142858, 15.428571428571429, 15.428571428571429, 15.714285714285714, 19.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.4285714285714286, 4.571428571428571, 0.0, 0.2857142857142857, 3.2857142857142856, 2.857142857142857 ], "type_event": [ 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 9, 15, 14, 4, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Office Products", "Clothing Shoes and Jewelry", "Movies and TV", "Electronics", "Kindle Store" ], "description": "The sequence of product reviews shows a pattern where reviews for the Kindle Store and Books are predominant in the initial weeks, with a notable concentration of both categories occurring within the first four weeks. As time progresses, the frequency of reviews for Books remains high, while reviews for the Kindle Store appear intermittently. After approximately 10 weeks, reviews for other categories such as Office Products, Clothing, Movies, and Electronics emerge, indicating a diversification in the user's review activity. Overall, the trend suggests a strong initial focus on Kindle-related products, followed by an expansion into other product categories later in the timeline." }, { "dim_process": 18, "seq_idx": 147, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 15.857142857142858, 16.142857142857142, 17.285714285714285, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 1.1428571428571428, 3.5714285714285716 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time. Initial reviews for both \"Kindle Store\" and \"Books\" occur early in the timeline, but the frequency of \"Books\" reviews significantly increases and dominates the later weeks. \"Kindle Store\" reviews appear sporadically, primarily clustered at the beginning, with a few instances interspersed throughout the timeline. Overall, the pattern indicates a sustained engagement with the \"Books\" category, while \"Kindle Store\" reviews are less frequent and appear mainly at the start and towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 148, "seq_len": 40, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.571428571428571, 8.0, 8.285714285714286, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.714285714285714, 10.714285714285714, 11.0, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.0, 13.428571428571429, 14.0, 14.142857142857142, 14.428571428571429, 15.0, 15.285714285714286, 16.714285714285715, 17.0, 17.714285714285715, 18.0, 18.857142857142858, 19.714285714285715, 21.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 3.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a span of several weeks. The reviews primarily cluster in the initial weeks, with a notable concentration occurring between the 0 to 18-week mark. The \"Kindle Store\" category appears intermittently, specifically around the 8, 10, 13, and 14-week marks, indicating a less frequent but still present interest in that category compared to \"Books.\" Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews appearing later and less frequently." }, { "dim_process": 18, "seq_idx": 149, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.714285714285714, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.857142857142858, 10.714285714285714, 11.0, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.571428571428571, 21.857142857142858, 22.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 6.285714285714286, 0.14285714285714285, 3.4285714285714284 ], "type_event": [ 10, 16, 10, 14, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 16, 16, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Movies and TV", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the Kindle Store, with multiple reviews clustered in the early weeks and continuing throughout the timeline. Books are also reviewed frequently, particularly in the initial weeks and again in the later stages, indicating a pattern of alternating between these two categories. The reviews for Movies and TV appear early in the sequence but are less frequent compared to the other categories. Overall, the user demonstrates a consistent engagement with Kindle Store products, while reviews for Books tend to occur in clusters, particularly after the initial weeks." }, { "dim_process": 18, "seq_idx": 150, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 5.142857142857143, 5.142857142857143, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 8.0, 8.0, 8.0, 8.0, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 11.571428571428571, 13.0, 13.0, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 18.0, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 4.142857142857143, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 1.7142857142857142, 1.4285714285714286, 0.0, 1.2857142857142858, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.2857142857142857, 2.7142857142857144 ], "type_event": [ 11, 11, 15, 12, 11, 2, 17, 11, 4, 17, 2, 4, 15, 15, 2, 1, 9, 7, 14, 15, 0, 0, 2, 0, 15, 2, 11, 2, 6, 0, 15, 0, 11, 1, 0, 3, 11, 0, 7, 11, 2, 13, 3, 1, 5 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Cell Phones and Accessories", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Pet Supplies", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Tools and Home Improvement", "Office Products", "Grocery and Gourmet Food", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Other", "Pet Supplies", "Other", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Industrial and Scientific", "Other", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Tools and Home Improvement", "Other", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Tools and Home Improvement", "Automotive" ], "description": "The sequence of product reviews begins with a concentration on Home and Kitchen items and gradually expands to include a variety of categories, such as Clothing Shoes and Jewelry, Sports and Outdoors, and Pet Supplies, primarily in the initial weeks. As time progresses, there is a notable increase in the diversity of categories reviewed, particularly around the 7-week mark, where several different types of products are reviewed simultaneously. The reviews for Clothing Shoes and Jewelry appear frequently, especially in the later weeks, while other categories like Electronics and Tools and Home Improvement emerge more prominently in the middle to later stages. Towards the end of the sequence, there is a mix of reviews across various categories, indicating a broadening of interests over time." }, { "dim_process": 18, "seq_idx": 151, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.857142857142857, 2.857142857142857, 3.857142857142857, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.714285714285714, 8.714285714285714, 8.857142857142858, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.857142857142858, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.714285714285715, 16.857142857142858, 19.571428571428573, 20.857142857142858, 20.857142857142858, 21.857142857142858, 22.714285714285715, 24.142857142857142, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 1.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 2.0, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 2.7142857142857144, 1.2857142857142858, 0.0, 1.0, 0.8571428571428571, 1.4285714285714286, 0.5714285714285714, 0.0 ], "type_event": [ 16, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on the \"Books\" category, which occurs frequently throughout the timeline, particularly in the early weeks and continuing with a high frequency into the later weeks. The \"Kindle Store\" reviews appear less frequently, mostly clustered at the beginning and again towards the end of the sequence. There is a notable instance of reviews for \"Sports and Outdoors\" occurring alongside the predominant \"Books\" reviews, indicating a slight diversification in the user's review activity. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store entries appearing intermittently." }, { "dim_process": 18, "seq_idx": 152, "seq_len": 40, "time_since_start": [ 0.0, 0.8571428571428571, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 5.285714285714286, 5.285714285714286, 6.0, 6.571428571428571, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.0, 10.428571428571429, 10.714285714285714, 11.285714285714286, 12.142857142857142, 12.428571428571429, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 14.857142857142858, 15.571428571428571, 16.142857142857142, 16.714285714285715, 19.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 2.857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 2.5714285714285716, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 0, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with most reviews submitted over time. The reviews primarily cluster within the first 16 weeks, with a notable peak in frequency between weeks 5 and 10. The \"Kindle Store\" and \"Other\" categories appear sporadically, interspersed among the predominantly book-related reviews, suggesting that the user primarily engages with books while occasionally exploring other categories. The review activity diminishes significantly after week 19, indicating a tapering off in the user's review submissions." }, { "dim_process": 18, "seq_idx": 153, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 2.0, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.428571428571429, 8.285714285714286, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 10.0, 10.857142857142858, 11.714285714285714, 11.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 14.857142857142858, 14.857142857142858, 16.0, 16.0, 16.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 1.8571428571428572, 0.42857142857142855, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.0, 1.0, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0 ], "type_event": [ 7, 1, 12, 11, 7, 3, 11, 0, 7, 15, 11, 4, 1, 0, 7, 10, 1, 7, 0, 11, 10, 8, 11, 15, 0, 7, 11, 1, 3, 7, 3, 15, 1, 1, 11, 7, 11, 7, 15, 4, 1, 1, 9, 3, 15, 11, 4, 7, 15 ], "type_text": [ "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Books", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Office Products", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed early on, particularly in Grocery and Gourmet Food, Tools and Home Improvement, and Home and Kitchen. As time progresses, there is a noticeable clustering of reviews around the 2-week mark, with multiple categories being addressed simultaneously. The reviews then become less frequent, with a significant gap before a resurgence of activity around the 5 to 6-week period, predominantly in Tools and Home Improvement and Grocery and Gourmet Food. Towards the end of the sequence, reviews are again concentrated in specific categories, such as Electronics and Clothing Shoes and Jewelry, indicating a return to diverse interests after a period of focus on home-related products." }, { "dim_process": 18, "seq_idx": 154, "seq_len": 93, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 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10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 12 ], "type_text": [ "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly concentrated in the earlier weeks. There are only a few instances of reviews in other categories, such as \"Grocery and Gourmet Food,\" \"Kindle Store,\" \"Home and Kitchen,\" \"Toys and Games,\" and \"Sports and Outdoors,\" which appear sporadically and primarily after the initial weeks. The reviews in the \"Books\" category continue to dominate the sequence, with a noticeable cluster of activity occurring consistently over the first 18 weeks before tapering slightly, while the other categories are interspersed at irregular intervals." }, { "dim_process": 18, "seq_idx": 155, "seq_len": 79, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.285714285714286, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.428571428571429, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.0, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.428571428571429, 15.428571428571429, 15.714285714285714, 16.0, 16.0, 16.0, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.857142857142858, 17.857142857142858, 18.0, 18.571428571428573, 19.714285714285715, 19.714285714285715, 20.0, 20.0, 20.428571428571427, 22.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 2.4285714285714284, 0.8571428571428571 ], "type_event": [ 0, 10, 0, 10, 0, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 0, 10, 0, 10, 0, 0, 7, 0, 10, 10, 10, 0, 0, 10, 0, 10, 10, 10, 10, 10, 0, 10, 10, 0, 0, 0, 10, 0, 10, 10, 10, 0, 10, 0, 0, 0, 14, 0, 10, 17, 0, 10, 10, 0, 10, 0, 10, 0, 0, 7, 10, 0, 10, 0, 10 ], "type_text": [ "Other", "Books", "Other", "Books", "Other", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Other", "Other", "Books", "Books", "Other", "Books", "Other", "Books", "Other", "Other", "Grocery and Gourmet Food", "Other", "Books", "Books", "Books", "Other", "Other", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Other", "Other", "Books", "Other", "Books", "Books", "Books", "Other", "Books", "Other", "Other", "Other", "Movies and TV", "Other", "Books", "Cell Phones and Accessories", "Other", "Books", "Books", "Other", "Books", "Other", "Books", "Other", "Other", "Grocery and Gourmet Food", "Books", "Other", "Books", "Other", "Books" ], "description": "The sequence of product reviews begins with a mix of \"Other\" and \"Books\" categories, with an initial emphasis on \"Books\" in the first few weeks. As time progresses, there is a notable increase in the frequency of \"Books\" reviews, particularly between weeks 1 and 14, where they dominate the timeline. \"Other\" reviews appear intermittently throughout, with some clustering around weeks 5, 8, and 12. After week 14, there is a gradual re-emergence of \"Other\" reviews alongside a consistent presence of \"Books,\" with occasional entries from other categories like \"Movies and TV\" and \"Grocery and Gourmet Food\" towards the later weeks. Overall, the pattern shows a strong initial focus on \"Books,\" with \"Other\" reviews appearing more frequently in specific clusters over time." }, { "dim_process": 18, "seq_idx": 156, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 3.142857142857143, 3.7142857142857144, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.571428571428571, 8.571428571428571, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 14.142857142857142, 15.571428571428571, 16.0, 16.428571428571427, 16.714285714285715, 17.285714285714285, 18.571428571428573, 19.285714285714285, 20.571428571428573, 21.0, 21.285714285714285, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 12, 11, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 1, 10, 16, 10, 16, 10, 10, 10, 0, 11, 10, 6, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Other", "Home and Kitchen", "Books", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early weeks, with a notable concentration of reviews occurring between weeks 0 and 7. After this initial cluster, the reviews for \"Books\" continue to be submitted consistently, with some intervals of reviews in other categories such as \"Kindle Store,\" \"Home and Kitchen,\" and \"Sports and Outdoors.\" The \"Kindle Store\" reviews appear intermittently, primarily clustered around weeks 5 to 18, while other categories like \"Tools and Home Improvement\" and \"Industrial and Scientific\" have isolated entries. Overall, the trend indicates a strong preference for books throughout the timeline, with occasional diversification into other product categories." }, { "dim_process": 18, "seq_idx": 157, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.5714285714285716, 3.142857142857143, 4.142857142857143, 4.428571428571429, 5.0, 5.142857142857143, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.142857142857143, 8.571428571428571, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 13.428571428571429, 14.0, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 17.0, 20.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.0, 0.0, 0.0, 1.7142857142857142, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 1.2857142857142858, 3.2857142857142856, 3.0 ], "type_event": [ 7, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 15, 1, 10, 10, 10, 4, 10, 10, 9, 10, 17, 10, 10, 11, 2, 10, 10, 10, 4, 12, 15, 10, 15, 10 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Books", "Books", "Electronics", "Books", "Books", "Office Products", "Books", "Cell Phones and Accessories", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Books", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews begins with a focus on Grocery and Gourmet Food and Books, with initial reviews clustered in the Books category within the first few weeks. As time progresses, the frequency of Book reviews remains high, peaking around the 15-week mark. Other categories such as Home and Kitchen, Tools and Home Improvement, and Clothing Shoes and Jewelry appear intermittently, primarily after the first month. Notably, there is a significant concentration of Book reviews, which dominate the early to mid-sequence, while reviews for other categories tend to occur later and more sporadically." }, { "dim_process": 18, "seq_idx": 158, "seq_len": 91, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 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"Books", "Books", "Books", "Other", "Other", "Other", "Books", "Other", "Books", "Books", "Other", "Other", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Toys and Games", "Books", "Books", "Movies and TV", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Home and Kitchen", "Other", "Other" ], "description": "The sequence of product reviews shows a clear predominance of the \"Books\" category, particularly in the early stages, with a consistent frequency of reviews submitted over time. \"Other\" reviews appear intermittently, often following clusters of \"Books\" reviews, suggesting a pattern of alternating focus. The \"Movies and TV\" category is introduced later in the sequence, indicating a slight diversification in review topics. Overall, the trend reflects a sustained engagement with \"Books,\" while other categories tend to cluster around specific intervals, particularly after periods of concentrated book reviews." }, { "dim_process": 18, "seq_idx": 159, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 16.714285714285715, 16.857142857142858, 17.428571428571427, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 10.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 5.285714285714286 ], "type_event": [ 0, 15, 14, 13, 12, 11, 0, 16, 5, 10, 17, 1, 2, 4, 5, 12, 10, 9, 15, 1, 12, 10, 0, 4, 8, 5, 9, 6, 10, 5, 12, 11, 0, 10, 3, 5, 11, 4, 0, 15, 10, 1, 13, 0, 4, 5, 10, 12, 12, 9, 0 ], "type_text": [ "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Other", "Kindle Store", "Automotive", "Books", "Cell Phones and Accessories", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Automotive", "Sports and Outdoors", "Books", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Other", "Electronics", "Toys and Games", "Automotive", "Office Products", "Industrial and Scientific", "Books", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Other", "Books", "Arts Crafts and Sewing", "Automotive", "Home and Kitchen", "Electronics", "Other", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Other", "Electronics", "Automotive", "Books", "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp, indicating a broad interest in various products. After a period of three weeks, multiple reviews emerge in clusters, particularly in categories such as Automotive, Sports and Outdoors, and Books. A significant gap occurs before a new set of reviews appears around thirteen weeks later, again showing a mix of categories, with a notable presence of Automotive and Sports and Outdoors. The trend continues with further reviews at later timestamps, maintaining a variety of categories, with a gradual increase in the frequency of reviews over time. Overall, the reviews are concentrated in the earlier and later periods, with a notable clustering of specific categories at different intervals." }, { "dim_process": 18, "seq_idx": 160, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.571428571428571, 10.714285714285714, 11.0, 12.142857142857142, 12.428571428571429, 13.714285714285714, 14.285714285714286, 14.571428571428571, 15.0, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 17.571428571428573, 17.714285714285715, 18.142857142857142, 22.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 0.0, 1.0, 0.42857142857142855, 0.0, 1.0, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 4.285714285714286, 2.0 ], "type_event": [ 10, 10, 10, 10, 14, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable introduction of \"Movies and TV\" reviews around the second week, but this is short-lived as the user returns to reviewing \"Books.\" The \"Kindle Store\" category appears intermittently, primarily clustered around the fourth, eighth, and thirteenth weeks. Overall, the trend shows a sustained interest in \"Books,\" with sporadic reviews for \"Movies and TV\" and \"Kindle Store\" occurring at specific intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 161, "seq_len": 77, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.285714285714286, 11.285714285714286, 11.714285714285714, 12.0, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.714285714285715, 17.714285714285715, 18.142857142857142, 18.714285714285715, 20.142857142857142, 20.285714285714285, 20.857142857142858, 21.0, 21.285714285714285, 23.0, 23.285714285714285, 23.571428571428573, 23.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are clustered primarily around specific weeks, often following a series of book reviews. There is a noticeable trend of increased activity in the \"Books\" category, with reviews continuing to be submitted even as time progresses, while \"Kindle Store\" reviews tend to emerge intermittently, suggesting a pattern of sustained interest in books with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 162, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.4285714285714286, 1.5714285714285714, 2.0, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 4.142857142857143, 4.571428571428571, 5.0, 5.142857142857143, 5.571428571428571, 6.0, 6.428571428571429, 6.857142857142857, 7.0, 8.0, 8.571428571428571, 9.428571428571429, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.0, 11.571428571428571, 12.0, 12.428571428571429, 12.571428571428571, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.714285714285714, 15.857142857142858, 17.142857142857142, 17.142857142857142, 17.428571428571427, 18.142857142857142, 18.428571428571427, 20.714285714285715, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 2.2857142857142856, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 11, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are consistently submitted over a period of time, particularly concentrated in the early weeks. The reviews for books appear frequently, with a notable cluster of submissions occurring in the first few weeks. There are a few instances of reviews in other categories, such as clothing and home items, but these occur much later in the sequence, indicating a strong initial focus on books before diversifying briefly. Overall, the pattern shows a sustained interest in books throughout the timeline, with minimal variation in review categories." }, { "dim_process": 18, "seq_idx": 163, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 2.857142857142857, 3.4285714285714284, 4.0, 5.0, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.571428571428571, 11.0, 11.857142857142858, 12.428571428571429, 13.0, 13.571428571428571, 14.0, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.0, 17.571428571428573, 17.857142857142858, 18.857142857142858, 19.285714285714285, 20.428571428571427, 20.714285714285715, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted at regular intervals over the initial weeks. The user primarily engages with books for an extended period before introducing reviews for the \"Kindle Store\" category at two distinct points. The first occurrence of a Kindle Store review happens after a significant number of book reviews, indicating a shift in focus, while the second instance follows a prolonged period of book reviews. Overall, the trend indicates a strong emphasis on books, with Kindle Store reviews appearing later in the timeline." }, { "dim_process": 18, "seq_idx": 164, "seq_len": 116, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 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5.571428571428571, 5.714285714285714, 5.714285714285714, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.142857142857142, 8.142857142857142, 9.571428571428571, 9.571428571428571, 12.428571428571429, 12.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 0.0, 2.857142857142857, 0.14285714285714285 ], "type_event": [ 15, 5, 1, 5, 1, 7, 15, 8, 2, 11, 9, 4, 5, 8, 4, 12, 1, 15, 9, 4, 12, 8, 1, 5, 9, 9, 11, 0, 12, 15, 1, 4, 7, 15, 1, 11, 15, 14, 2, 14, 6, 1, 5, 14, 4, 1, 10, 11, 1, 4, 13, 15, 2, 5, 15, 5, 10, 14, 4, 11, 12, 10, 1, 9, 0, 5, 12, 4, 8, 11, 2, 11, 12, 0, 10, 8, 9, 13, 6, 1, 4, 8, 10, 9, 11, 1, 8, 4, 1, 6, 4, 1, 8, 15, 12, 9, 1, 12, 1, 11, 14, 15, 5, 1, 11, 6, 1, 4, 11, 13, 12, 15, 11, 12, 5, 1 ], "type_text": [ "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Office Products", "Electronics", "Automotive", "Toys and Games", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Electronics", "Sports and Outdoors", "Toys and Games", "Tools and Home Improvement", "Automotive", "Office Products", "Office Products", "Home and Kitchen", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Pet Supplies", "Movies and TV", "Industrial and Scientific", "Tools and Home Improvement", "Automotive", "Movies and TV", "Electronics", "Tools and Home Improvement", "Books", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Pet Supplies", "Automotive", "Clothing Shoes and Jewelry", "Automotive", "Books", "Movies and TV", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Office Products", "Other", "Automotive", "Sports and Outdoors", "Electronics", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Other", "Books", "Toys and Games", "Office Products", "Patio Lawn and Garden", "Industrial and Scientific", "Tools and Home Improvement", "Electronics", "Toys and Games", "Books", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Automotive", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a high frequency of reviews across various categories within the first few weeks, particularly in the areas of Automotive, Tools and Home Improvement, and Clothing Shoes and Jewelry. As time progresses, there is a noticeable clustering of reviews around Electronics, Home and Kitchen, and Sports and Outdoors, particularly between the 1.5 to 4-week mark. Reviews for categories such as Movies and TV and Books begin to appear more prominently around the 2 to 3-week period, while the frequency of reviews for Tools and Home Improvement remains consistent throughout the timeline. Towards the later weeks, there is a gradual increase in reviews for categories like Patio Lawn and Garden and Industrial and Scientific, indicating a diversification in the types of products reviewed over time." }, { "dim_process": 18, "seq_idx": 165, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 6.0, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.428571428571429, 8.0, 8.285714285714286, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 12.0, 12.285714285714286, 13.142857142857142, 13.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.0, 18.571428571428573, 19.571428571428573, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 5.571428571428571, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted at regular intervals over time. Most reviews occur in the early weeks, with a notable cluster of activity within the first 18 weeks. After this initial period, there is a noticeable decrease in frequency, with fewer reviews submitted in the later weeks, particularly after the 19-week mark. The reviews predominantly maintain a steady pattern without significant variation in category, indicating a sustained interest in books throughout the sequence." }, { "dim_process": 18, "seq_idx": 166, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 2.2857142857142856, 2.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 5.571428571428571, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.857142857142858, 11.0, 11.714285714285714, 12.0, 12.714285714285714, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.857142857142858, 18.285714285714285, 18.571428571428573, 19.0, 19.428571428571427, 20.571428571428573, 22.285714285714285, 23.714285714285715, 24.571428571428573, 25.0, 25.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 1.4285714285714286, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0 ], "type_event": [ 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with two entries in the Kindle Store, followed by a significant transition to reviewing books, which dominates the subsequent entries. Reviews for books cluster heavily in the early to mid-period, with a notable concentration of reviews occurring between weeks 1 and 20. The Kindle Store reviews reappear intermittently, primarily towards the beginning and end of the sequence, suggesting a pattern where book reviews are more frequent and sustained over time, while Kindle Store reviews are less frequent and more sporadic. Overall, the trend indicates a strong preference for reviewing books, particularly in the early to mid-weeks of the timeline." }, { "dim_process": 18, "seq_idx": 167, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.571428571428571, 4.714285714285714, 6.714285714285714, 6.714285714285714, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 19.428571428571427, 19.571428571428573, 22.571428571428573, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 2.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 3.0, 0.14285714285714285, 3.0, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the initial weeks. As time progresses, there are intermittent reviews for the \"Kindle Store,\" primarily clustered around the 3-week and 15-week marks. The reviews for \"Books\" dominate the timeline, with a notable concentration of submissions occurring between weeks 7 and 13. After the 15-week point, there is a resurgence of \"Books\" reviews, with a few additional \"Kindle Store\" reviews appearing towards the end of the sequence. Overall, the trend shows a consistent preference for \"Books,\" with \"Kindle Store\" reviews appearing less frequently and primarily in specific clusters." }, { "dim_process": 18, "seq_idx": 168, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 4.0, 5.285714285714286, 6.285714285714286, 6.714285714285714, 7.571428571428571, 7.857142857142857, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.285714285714286, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.0, 13.857142857142858, 14.0, 14.714285714285714, 14.857142857142858, 15.571428571428571, 16.0, 17.571428571428573, 19.571428571428573, 21.857142857142858, 22.571428571428573, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 1.2857142857142858, 1.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 2.0, 2.2857142857142856, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. The first review in the \"Clothing Shoes and Jewelry\" category occurs around the 0.71-week mark, but the majority of reviews in this category are clustered later, around the 11-week mark. Additionally, there is a single review for \"Office Products\" at the 6.29-week point, indicating a brief diversification in review categories. Overall, the trend reveals a strong and sustained emphasis on books, with minimal engagement in other categories occurring at specific intervals." }, { "dim_process": 18, "seq_idx": 169, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.714285714285714, 4.857142857142857, 5.571428571428571, 6.0, 6.571428571428571, 7.0, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 16.857142857142858, 17.0, 17.142857142857142, 18.857142857142858, 19.0, 19.285714285714285, 20.0, 20.142857142857142, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.4285714285714284, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a continuous trend of submissions occurring over time. The reviews are clustered closely together in the initial weeks, with a high frequency of submissions in the first 13 weeks. After this period, there is a noticeable gap before a smaller number of reviews are submitted, indicating a shift in the frequency of activity. The later reviews occur more sporadically, with a few submissions extending into the 20-week mark, suggesting a decline in the rate of new reviews over time." }, { "dim_process": 18, "seq_idx": 170, "seq_len": 46, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 2.0, 2.0, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.571428571428571, 4.714285714285714, 5.142857142857143, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.285714285714286, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.428571428571429, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 15.857142857142858, 17.0, 17.571428571428573, 18.0, 19.142857142857142, 19.857142857142858, 22.571428571428573, 24.857142857142858, 25.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 2.7142857142857144, 2.2857142857142856, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted throughout the timeline. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the 2-week, 7-week, 11-week, and 13-week marks. The frequency of reviews remains relatively high in the earlier weeks, with a noticeable decline in the later weeks, although reviews continue to be submitted up to the 25-week point. Overall, the pattern indicates a strong preference for reviewing books, with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 171, "seq_len": 103, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.428571428571429, 5.714285714285714, 6.0, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.0, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 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4, 5, 9, 13, 12, 12, 15, 13, 12, 12, 1, 12, 11, 5, 5, 5 ], "type_text": [ "Automotive", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Other", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Arts Crafts and Sewing", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Books", "Toys and Games", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Automotive", "Automotive", "Tools and Home Improvement", "Patio Lawn and Garden", "Industrial and Scientific", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Electronics", "Automotive", "Office Products", "Patio Lawn and Garden", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Automotive", "Automotive", "Automotive" ], "description": "The sequence of product reviews shows a diverse range of categories, with a notable concentration of reviews in the Tools and Home Improvement category, particularly in the later weeks. Initially, the user reviews various categories such as Automotive and Clothing Shoes and Jewelry, but as time progresses, there is a clear trend towards more frequent reviews in Tools and Home Improvement and Sports and Outdoors. The reviews for Automotive also appear consistently throughout the timeline, with a slight increase towards the end. Additionally, there is a clustering of reviews related to Industrial and Scientific products in the middle of the sequence, while categories like Books and Toys and Games are reviewed less frequently." }, { "dim_process": 18, "seq_idx": 172, "seq_len": 50, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.857142857142857, 3.857142857142857, 4.857142857142857, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 7.0, 7.285714285714286, 7.571428571428571, 8.0, 8.571428571428571, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.428571428571429, 11.0, 11.285714285714286, 11.428571428571429, 12.285714285714286, 13.285714285714286, 13.571428571428571, 13.857142857142858, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.714285714285715, 18.857142857142858, 20.285714285714285, 21.857142857142858, 24.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.0, 0.0, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 0.0 ], "type_event": [ 10, 3, 11, 8, 10, 13, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4 ], "type_text": [ "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Toys and Games", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Initial reviews include a diverse range of categories such as \"Arts Crafts and Sewing,\" \"Home and Kitchen,\" and \"Toys and Games,\" but these categories are quickly overshadowed by the predominant emphasis on \"Books.\" Reviews for \"Books\" cluster heavily in the first 18 weeks, with a notable increase in frequency as time progresses. The only other category reviewed, \"Electronics,\" appears much later in the sequence, indicating that the user primarily engaged with books throughout the majority of the review period." }, { "dim_process": 18, "seq_idx": 173, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 4.857142857142857, 4.857142857142857, 6.571428571428571, 7.0, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.0, 11.142857142857142, 11.142857142857142, 11.571428571428571, 12.0, 12.571428571428571, 12.571428571428571, 12.571428571428571, 13.0, 14.285714285714286, 16.0, 22.714285714285715, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 4.714285714285714, 0.0, 1.7142857142857142, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 1.7142857142857142, 6.714285714285714, 0.42857142857142855 ], "type_event": [ 11, 0, 0, 15, 0, 11, 15, 11, 0, 3, 8, 13, 15, 10, 3, 0, 11, 11, 4, 0, 5, 8, 4, 15, 15, 11, 12, 12, 13, 9, 12, 6, 15, 4, 2, 12, 13, 15, 9, 10, 4, 5 ], "type_text": [ "Home and Kitchen", "Other", "Other", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Arts Crafts and Sewing", "Toys and Games", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books", "Arts Crafts and Sewing", "Other", "Home and Kitchen", "Home and Kitchen", "Electronics", "Other", "Automotive", "Toys and Games", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Patio Lawn and Garden", "Office Products", "Sports and Outdoors", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Office Products", "Books", "Electronics", "Automotive" ], "description": "The sequence of product reviews begins with entries in the Home and Kitchen and Other categories, occurring within the first week. As time progresses, there is a noticeable increase in reviews across various categories, particularly Clothing Shoes and Jewelry, which clusters around the 4 to 13-week mark. Electronics and Sports and Outdoors reviews appear more frequently in the later weeks, with a significant concentration of reviews occurring between weeks 8 and 12. The sequence concludes with reviews in Automotive and Electronics, indicating a diverse range of interests over time." }, { "dim_process": 18, "seq_idx": 174, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 5.571428571428571, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.857142857142858, 18.142857142857142, 18.428571428571427, 19.142857142857142, 20.142857142857142, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews primarily clustered within the first 20 weeks. Most reviews are submitted in close succession, particularly in the initial weeks, indicating a high frequency of activity early on. A notable shift occurs around the 14-week mark, where a review for the \"Kindle Store\" is introduced, followed by a brief mention of \"Home and Kitchen.\" However, the predominant trend remains the continued submission of reviews in the \"Books\" category throughout the entire sequence, with only minor diversification in the later weeks." }, { "dim_process": 18, "seq_idx": 175, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 1.5714285714285714, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.714285714285714, 8.714285714285714, 9.571428571428571, 9.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.428571428571427, 16.714285714285715, 18.571428571428573, 19.285714285714285, 21.571428571428573, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.8571428571428572, 0.7142857142857143, 2.2857142857142856, 0.14285714285714285 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with entries in both the Kindle Store and Books categories at the start, with a noticeable focus on Books in the following weeks. Reviews predominantly cluster around the Books category, especially between weeks 2 and 12, where multiple reviews are submitted in close succession. The Kindle Store reviews are less frequent and tend to appear intermittently throughout the sequence, often following periods of concentrated Book reviews. Overall, the trend shows an early emphasis on Books, with sporadic Kindle Store reviews interspersed over time." }, { "dim_process": 18, "seq_idx": 176, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 9.142857142857142, 9.571428571428571, 9.714285714285714, 11.142857142857142, 12.0, 12.142857142857142, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.571428571428571, 15.285714285714286, 15.428571428571429, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 18.285714285714285, 19.0, 19.142857142857142, 22.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 3.0, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of several weeks. The reviews cluster predominantly in the early weeks, particularly within the first 19 weeks, before a notable gap occurs. After this period, there is a shift to a different category, \"Tools and Home Improvement,\" which is reviewed significantly later in the timeline. This indicates a sustained engagement with books before a transition to reviewing tools." }, { "dim_process": 18, "seq_idx": 177, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 3.7142857142857144, 4.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.857142857142857, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.142857142857142, 13.0, 13.142857142857142, 13.857142857142858, 14.285714285714286, 14.428571428571429, 15.142857142857142, 16.142857142857142, 17.0, 17.285714285714285, 17.857142857142858, 18.285714285714285, 18.857142857142858, 19.0, 19.285714285714285, 19.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are consistently submitted over a span of several weeks. The reviews are clustered closely together, especially in the initial weeks, with a notable concentration of submissions occurring in the first 20 weeks. Towards the end of the sequence, there is a single review for the Kindle Store, indicating a brief diversification in review categories. Overall, the trend shows a sustained focus on books throughout the entire period, with no significant gaps in submissions." }, { "dim_process": 18, "seq_idx": 178, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.0, 1.0, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 9.714285714285714, 9.857142857142858, 11.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 14.714285714285714, 17.285714285714285, 17.571428571428573, 17.714285714285715, 19.0, 19.285714285714285, 19.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 2.5714285714285716, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 4.142857142857143 ], "type_event": [ 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows an initial focus on both the \"Books\" and \"Kindle Store\" categories, with a slight preference for \"Kindle Store\" early on. As time progresses, there is a notable clustering of reviews for \"Books,\" particularly between weeks 2 and 7, where multiple reviews are submitted in close succession. After week 7, reviews for \"Kindle Store\" become less frequent, while \"Books\" continue to dominate the review activity, peaking around weeks 9 to 14. Towards the end of the sequence, there is a resurgence of \"Kindle Store\" reviews, indicating a shift back to that category after a prolonged focus on \"Books.\"" }, { "dim_process": 18, "seq_idx": 179, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.7142857142857142, 2.0, 2.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.714285714285714, 6.0, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 8.0, 9.142857142857142, 9.857142857142858, 10.0, 10.714285714285714, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.0, 14.857142857142858, 15.0, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.857142857142858, 19.0, 20.0, 21.0, 22.0, 23.0, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted throughout the timeline. The user begins with reviews in the \"Books\" category, with a notable increase in frequency during the initial weeks. There is a single review submitted in the \"Kindle Store\" category, occurring around the fifth week, but the user returns to reviewing books shortly thereafter. The reviews predominantly cluster in the earlier weeks, with a gradual tapering off in frequency as time progresses, although reviews continue to be submitted up to the twenty-fourth week." }, { "dim_process": 18, "seq_idx": 180, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.571428571428571, 5.0, 5.142857142857143, 5.142857142857143, 6.285714285714286, 6.714285714285714, 7.714285714285714, 8.0, 8.571428571428571, 8.714285714285714, 9.0, 9.571428571428571, 10.0, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.857142857142858, 12.0, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 18.714285714285715, 19.0, 20.714285714285715, 21.0, 21.428571428571427, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 1.1428571428571428, 0.42857142857142855, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for Books, which are consistently submitted throughout the timeline, particularly in the earlier weeks. Kindle Store reviews appear less frequently and are clustered around specific points, notably at the 4.57-week mark, 5.14-week mark, and again at 15.71 and 23.71 weeks. There is a noticeable increase in the frequency of Books reviews in the later weeks, with a sustained period of activity occurring between 10 and 21 weeks. Overall, the review activity is heavily weighted towards Books, with Kindle Store reviews serving as occasional interludes." }, { "dim_process": 18, "seq_idx": 181, "seq_len": 60, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 3.0, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.714285714285714, 9.714285714285714, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.857142857142858, 16.714285714285715, 16.714285714285715, 17.428571428571427, 17.857142857142858, 19.0, 20.0, 20.714285714285715, 20.857142857142858, 21.285714285714285, 21.714285714285715, 22.0, 22.714285714285715, 24.142857142857142, 24.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.0, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 1.0 ], "type_event": [ 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the first few weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly around the 2 to 3-week mark and again around the 15-week mark. The reviews for \"Books\" continue to dominate the sequence, with clusters occurring at various intervals, particularly between weeks 4 and 14. Overall, the trend shows a consistent preference for \"Books,\" with \"Kindle Store\" reviews appearing more frequently in specific periods, suggesting a pattern of alternating focus between the two categories over time." }, { "dim_process": 18, "seq_idx": 182, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 2.7142857142857144, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 5.0, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 9.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.428571428571429, 11.571428571428571, 12.285714285714286, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.571428571428573, 17.285714285714285, 17.714285714285715, 18.0, 21.0, 21.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 3.0, 0.7142857142857143, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week 0 and continue consistently, with a notable cluster of reviews occurring in the early weeks, particularly up to week 10. After this initial period, there is a gradual decline in the frequency of reviews, with more extended gaps between submissions observed as time progresses, particularly after week 18. The pattern indicates a sustained interest in reviewing books, with a long-term commitment evident throughout the sequence." }, { "dim_process": 18, "seq_idx": 183, "seq_len": 42, "time_since_start": [ 0.0, 0.8571428571428571, 1.8571428571428572, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 5.0, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.285714285714286, 9.0, 9.285714285714286, 10.714285714285714, 11.714285714285714, 12.428571428571429, 13.285714285714286, 13.285714285714286, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.428571428571427, 18.142857142857142, 20.428571428571427, 21.142857142857142, 21.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.0, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 1.0, 0.7142857142857143, 0.8571428571428571, 0.0, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 2.2857142857142856, 0.7142857142857143, 0.5714285714285714, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 0, 11, 10, 10, 11, 7, 7, 11, 10, 10, 9, 7, 11, 10, 7, 7, 7, 10, 11, 10, 10, 10, 10, 13, 11, 11, 11, 7, 13, 10, 10, 10, 11, 10, 10, 10, 13, 13, 11 ], "type_text": [ "Books", "Books", "Books", "Other", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which dominates the early weeks. As time progresses, there is a noticeable introduction of \"Home and Kitchen\" and \"Grocery and Gourmet Food\" reviews, particularly around the 3 to 7-week mark. The reviews for \"Books\" continue to be frequent, but there is a gradual increase in the variety of categories being reviewed, including the emergence of \"Patio Lawn and Garden\" towards the later weeks. Overall, there is a trend of clustering reviews in the \"Books\" category early on, followed by a diversification into other categories over time." }, { "dim_process": 18, "seq_idx": 184, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.428571428571429, 8.142857142857142, 9.0, 9.142857142857142, 9.714285714285714, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 13.0, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.142857142857142, 19.285714285714285, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 2.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 4.285714285714286, 0.0 ], "type_event": [ 10, 10, 10, 5, 12, 12, 0, 10, 14, 12, 14, 4, 7, 10, 8, 14, 10, 8, 10, 11, 11, 10, 10, 8, 8, 10, 8, 8, 9, 8, 14, 10, 10, 10, 5, 10, 8, 10, 3, 10, 11, 3, 13, 8, 8, 14, 9, 3 ], "type_text": [ "Books", "Books", "Books", "Automotive", "Sports and Outdoors", "Sports and Outdoors", "Other", "Books", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Electronics", "Grocery and Gourmet Food", "Books", "Toys and Games", "Movies and TV", "Books", "Toys and Games", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Office Products", "Toys and Games", "Movies and TV", "Books", "Books", "Books", "Automotive", "Books", "Toys and Games", "Books", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Toys and Games", "Toys and Games", "Movies and TV", "Office Products", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early weeks and again in the later stages. Initial reviews include categories such as \"Automotive\" and \"Sports and Outdoors,\" which appear relatively early in the timeline. A cluster of reviews in the middle period features \"Toys and Games\" alongside \"Movies and TV,\" while \"Home and Kitchen\" and \"Arts Crafts and Sewing\" are reviewed later in the sequence. The pattern suggests a gradual shift towards a greater variety of categories over time, with \"Books\" consistently appearing throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 185, "seq_len": 68, "time_since_start": [ 0.0, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.0, 17.0, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.857142857142858, 19.857142857142858, 21.428571428571427, 21.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 1.5714285714285714, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks. The reviews for \"Kindle Store\" begin to appear around week 6 and increase in frequency over time, particularly after week 10. There is a noticeable clustering of \"Kindle Store\" reviews in the later weeks, especially between weeks 11 and 23, while \"Books\" reviews continue to be submitted consistently throughout the entire timeline. Overall, the trend indicates a shift towards more frequent reviews of the \"Kindle Store\" as time progresses, while \"Books\" remains the primary category for the majority of the sequence." }, { "dim_process": 18, "seq_idx": 186, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 2.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.0, 13.571428571428571, 14.428571428571429, 14.714285714285714, 15.714285714285714, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 20.714285714285715, 21.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 1.7142857142857142, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.7142857142857144, 0.42857142857142855, 3.142857142857143 ], "type_event": [ 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant cluster of reviews occurring between weeks 4 and 18. The \"Kindle Store\" category has fewer reviews, primarily appearing at the beginning and later in the timeline, specifically around weeks 0, 1, 2, 9, 10, and 18. Overall, the reviews for \"Books\" are consistently submitted throughout the timeline, while \"Kindle Store\" reviews are more sporadic and occur earlier and later in the sequence." }, { "dim_process": 18, "seq_idx": 187, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 5.285714285714286, 5.285714285714286, 5.571428571428571, 6.142857142857143, 7.285714285714286, 7.285714285714286, 7.857142857142857, 8.428571428571429, 9.571428571428571, 9.571428571428571, 10.0, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.428571428571429, 12.142857142857142, 12.142857142857142, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.571428571428571, 15.428571428571429, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 19.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.2857142857142858, 3.7142857142857144, 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.0, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.8571428571428571, 2.7142857142857144, 0.0, 0.0, 0.2857142857142857, 0.0, 1.1428571428571428 ], "type_event": [ 8, 14, 7, 4, 14, 2, 3, 4, 9, 14, 10, 11, 14, 9, 14, 14, 11, 4, 9, 10, 11, 14, 7, 1, 11, 4, 9, 9, 4, 3, 2, 11, 2, 10, 1, 7, 14, 7, 11, 2, 9, 4 ], "type_text": [ "Toys and Games", "Movies and TV", "Grocery and Gourmet Food", "Electronics", "Movies and TV", "Pet Supplies", "Arts Crafts and Sewing", "Electronics", "Office Products", "Movies and TV", "Books", "Home and Kitchen", "Movies and TV", "Office Products", "Movies and TV", "Movies and TV", "Home and Kitchen", "Electronics", "Office Products", "Books", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Office Products", "Office Products", "Electronics", "Arts Crafts and Sewing", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Movies and TV", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Office Products", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories, including toys, movies, groceries, and electronics, all submitted within the first week. As time progresses, reviews for movies and office products begin to cluster around the 5 to 11-week mark, indicating a heightened focus on these categories. Electronics and home and kitchen products also see multiple reviews, particularly between weeks 9 and 14. Towards the latter part of the sequence, there is a resurgence of grocery and gourmet food reviews, along with a continued emphasis on movies and office products, suggesting sustained interest in these areas. Overall, the timeline shows a gradual shift from a broad array of categories to more concentrated clusters around specific product types over time." }, { "dim_process": 18, "seq_idx": 188, "seq_len": 67, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.7142857142857144, 3.0, 3.5714285714285716, 4.285714285714286, 6.285714285714286, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.0, 11.0, 11.0, 11.142857142857142, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.571428571428571, 14.0, 14.0, 14.857142857142858, 15.142857142857142, 15.142857142857142, 15.142857142857142, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.142857142857142, 17.142857142857142, 17.857142857142858, 18.0, 18.0, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.857142857142858, 18.857142857142858, 19.714285714285715, 19.714285714285715, 20.142857142857142, 21.0, 22.285714285714285, 22.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 2.0, 1.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 2.4285714285714284 ], "type_event": [ 1, 7, 11, 10, 9, 8, 4, 10, 2, 10, 8, 10, 11, 10, 5, 1, 12, 2, 10, 7, 12, 10, 10, 12, 11, 10, 3, 10, 10, 3, 10, 11, 10, 10, 10, 10, 10, 10, 8, 10, 10, 15, 11, 13, 2, 3, 2, 8, 3, 10, 14, 11, 10, 11, 16, 10, 15, 2, 9, 1, 10, 1, 2, 0, 10, 10, 8 ], "type_text": [ "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Office Products", "Toys and Games", "Electronics", "Books", "Pet Supplies", "Books", "Toys and Games", "Books", "Home and Kitchen", "Books", "Automotive", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Books", "Books", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Arts Crafts and Sewing", "Pet Supplies", "Toys and Games", "Arts Crafts and Sewing", "Books", "Movies and TV", "Home and Kitchen", "Books", "Home and Kitchen", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Pet Supplies", "Other", "Books", "Books", "Toys and Games" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with a notable concentration on books throughout the timeline. Initial reviews are submitted across various categories, but there is a significant increase in book reviews starting around week 1.5, with multiple clusters of book reviews occurring at regular intervals, particularly between weeks 8 and 15. Other categories, such as Toys and Games, Pet Supplies, and Home and Kitchen, also appear but tend to occur less frequently and often in conjunction with book reviews. The sequence indicates that the user primarily focuses on books, with other categories being reviewed more sporadically over time." }, { "dim_process": 18, "seq_idx": 189, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 4.428571428571429, 4.428571428571429, 4.857142857142857, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.0, 6.0, 6.714285714285714, 6.714285714285714, 6.714285714285714, 7.0, 7.0, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.571428571428571, 8.0, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.142857142857142, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 13.142857142857142, 14.142857142857142, 20.428571428571427, 20.428571428571427, 20.428571428571427, 20.428571428571427, 20.428571428571427, 23.0, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.7142857142857144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 1.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 2.4285714285714284, 1.0, 6.285714285714286, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 11, 12, 5, 6, 4, 7, 11, 3, 13, 9, 0, 12, 9, 6, 6, 2, 7, 1, 10, 5, 11, 12, 2, 3, 4, 0, 7, 5, 12, 1, 1, 15, 4, 7, 15, 4, 9, 4, 13, 0, 7, 1, 12, 8, 3, 2, 13, 11, 1, 7, 0, 3, 1, 13, 17 ], "type_text": [ "Home and Kitchen", "Sports and Outdoors", "Automotive", "Industrial and Scientific", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Office Products", "Other", "Sports and Outdoors", "Office Products", "Industrial and Scientific", "Industrial and Scientific", "Pet Supplies", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Arts Crafts and Sewing", "Electronics", "Other", "Grocery and Gourmet Food", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Office Products", "Electronics", "Patio Lawn and Garden", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games", "Arts Crafts and Sewing", "Pet Supplies", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Arts Crafts and Sewing", "Tools and Home Improvement", "Patio Lawn and Garden", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a diverse range of categories, predominantly in the Home and Kitchen and Sports and Outdoors sectors, occurring within the first few weeks. A cluster of reviews emerges around the 2.86-week mark, where multiple categories are reviewed simultaneously, indicating a period of increased activity. As time progresses, there is a noticeable shift towards Tools and Home Improvement, which sees multiple reviews around the 5.57-week mark and again later at 13.14 and 23.0 weeks. The sequence also shows a gradual increase in the variety of categories reviewed, with Electronics and Grocery and Gourmet Food appearing frequently in the mid to later weeks, while reviews for Toys and Games and Clothing Shoes and Jewelry appear later in the timeline. Overall, the pattern reflects an initial burst of activity followed by clusters of reviews in specific categories over time." }, { "dim_process": 18, "seq_idx": 190, "seq_len": 54, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.4285714285714286, 2.0, 2.0, 2.0, 2.0, 2.0, 2.857142857142857, 2.857142857142857, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.428571428571429, 7.857142857142857, 8.428571428571429, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 13.0, 13.714285714285714, 13.714285714285714, 15.285714285714286, 15.857142857142858, 15.857142857142858, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.571428571428573, 17.714285714285715, 18.285714285714285, 18.285714285714285, 19.714285714285715, 19.714285714285715, 21.142857142857142, 21.285714285714285, 21.285714285714285, 21.571428571428573, 22.0, 22.0, 22.142857142857142, 22.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.0, 0.0, 0.0, 3.2857142857142856, 0.7142857142857143, 0.0, 1.5714285714285714, 0.5714285714285714, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 1.4285714285714286, 0.0, 1.4285714285714286, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0 ], "type_event": [ 17, 11, 7, 9, 1, 1, 12, 1, 15, 12, 11, 7, 9, 12, 15, 8, 1, 0, 1, 10, 7, 11, 2, 10, 3, 15, 7, 1, 15, 15, 12, 12, 15, 0, 11, 4, 0, 9, 1, 11, 0, 11, 1, 11, 13, 11, 11, 4, 4, 7, 11, 4, 2, 4 ], "type_text": [ "Cell Phones and Accessories", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Tools and Home Improvement", "Other", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Electronics", "Other", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Other", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Electronics", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Pet Supplies", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Cell Phones and Accessories, Home and Kitchen, and Grocery and Gourmet Food, all submitted within the first week. Over the following weeks, there is a notable clustering of reviews in the Tools and Home Improvement category, particularly around the second week. As time progresses, there is a shift towards more reviews in the Home and Kitchen and Electronics categories, especially from the 16th week onward, indicating a trend towards these areas. The user also revisits certain categories like Clothing Shoes and Jewelry and Sports and Outdoors multiple times throughout the sequence, with peaks in activity occurring around the 3rd, 13th, and 16th weeks." }, { "dim_process": 18, "seq_idx": 191, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 1.0, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 5.428571428571429, 6.428571428571429, 7.0, 7.714285714285714, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.714285714285714, 12.0, 14.0, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.857142857142858, 16.857142857142858, 17.285714285714285, 18.142857142857142, 18.714285714285715, 21.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 1.0, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 2.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 2.2857142857142856, 1.7142857142857142 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which consistently appears throughout the timeline, often in clusters. Reviews for the \"Kindle Store\" category occur less frequently and are interspersed among the \"Books\" reviews, primarily appearing in the earlier part of the timeline. The reviews are submitted at a relatively steady pace, with some periods of increased activity, particularly noticeable in the first few weeks and again around the 14-week mark. Overall, the trend indicates a sustained interest in \"Books\" over time, with occasional mentions of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 192, "seq_len": 53, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 5.0, 5.857142857142857, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.714285714285714, 9.571428571428571, 10.0, 10.428571428571429, 10.857142857142858, 11.142857142857142, 12.285714285714286, 12.571428571428571, 12.571428571428571, 13.285714285714286, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.0, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 19.714285714285715, 20.0, 20.0, 21.857142857142858, 23.142857142857142, 23.285714285714285, 24.142857142857142, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 1.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 3.7142857142857144, 0.2857142857142857, 0.0, 1.8571428571428572, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 4, 10, 10, 11, 10, 10, 16, 10, 10, 0, 10, 10, 10, 6, 11, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 11, 10, 10, 11, 10, 14, 10, 10, 9, 10, 5, 10, 10, 2, 10, 4, 10, 5, 10, 1, 10, 10, 5, 4 ], "type_text": [ "Electronics", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Books", "Books", "Other", "Books", "Books", "Books", "Industrial and Scientific", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Movies and TV", "Books", "Books", "Office Products", "Books", "Automotive", "Books", "Books", "Pet Supplies", "Books", "Electronics", "Books", "Automotive", "Books", "Tools and Home Improvement", "Books", "Books", "Automotive", "Electronics" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks. Other categories such as \"Home and Kitchen,\" \"Automotive,\" and \"Electronics\" appear intermittently, often clustered around specific weeks, with \"Home and Kitchen\" reviews emerging prominently after the initial weeks. The sequence indicates that reviews for \"Books\" dominate the timeline, while other categories tend to appear in clusters, suggesting a pattern of focused interest in books interspersed with occasional reviews in other categories." }, { "dim_process": 18, "seq_idx": 193, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 3.0, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.142857142857143, 6.0, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 10.0, 10.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.714285714285714, 16.428571428571427, 17.142857142857142, 18.142857142857142, 18.428571428571427, 18.714285714285715, 21.0, 21.142857142857142, 22.285714285714285, 23.142857142857142, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. The first review appears shortly after the start of the timeline, and reviews in this category are predominantly clustered in the initial weeks, with a gradual increase in frequency over time. A single review for the \"Kindle Store\" category occurs around the 1.43-week mark, but the user returns to reviewing books shortly thereafter. Overall, the trend indicates a sustained interest in books throughout the entire timeline, with no significant shifts in category focus." }, { "dim_process": 18, "seq_idx": 194, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.5714285714285716, 4.0, 4.428571428571429, 4.714285714285714, 5.0, 5.285714285714286, 6.285714285714286, 7.0, 7.142857142857143, 7.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.428571428571429, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 14.428571428571429, 14.571428571428571, 14.714285714285714, 16.0, 16.142857142857142, 16.857142857142858, 17.0, 18.0, 18.142857142857142, 18.428571428571427, 19.142857142857142, 21.0, 21.571428571428573, 22.0, 22.285714285714285, 22.428571428571427, 24.428571428571427, 24.571428571428573, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.0, 0.14285714285714285, 1.0 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks and continuing with high frequency. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the initial weeks and again at intervals later in the sequence. Overall, the reviews for \"Books\" dominate the timeline, with a noticeable trend of increased activity in that category as time progresses, while \"Kindle Store\" reviews remain less frequent and are interspersed among the more numerous \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 195, "seq_len": 48, "time_since_start": [ 0.0, 1.2857142857142858, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 13.0, 13.428571428571429, 15.857142857142858, 18.428571428571427, 21.142857142857142 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, primarily clustered around weeks 3 to 8 and again at weeks 11 and 15. The reviews predominantly consist of the \"Books\" category, which continues to be the primary focus throughout the sequence, with a noticeable increase in frequency before tapering off after week 18. Overall, the pattern shows a strong initial emphasis on books, with occasional reviews for the Kindle Store interspersed throughout." }, { "dim_process": 18, "seq_idx": 196, "seq_len": 40, "time_since_start": [ 0.0, 2.0, 5.857142857142857, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.428571428571429, 13.857142857142858, 14.857142857142858, 16.0, 17.714285714285715 ], "time_since_last_event": [ 0.0, 2.0, 3.857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 1.1428571428571428, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time. The first review appears shortly after the start of the timeline, and reviews in this category continue to be submitted frequently, particularly clustered within the first 12 weeks. The \"Kindle Store\" reviews are less frequent and appear intermittently, primarily after the initial weeks, indicating a secondary interest that occurs alongside the predominant focus on books. Overall, the pattern reveals a sustained engagement with books, punctuated by occasional reviews of Kindle Store products." }, { "dim_process": 18, "seq_idx": 197, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 13.571428571428571, 13.571428571428571, 13.571428571428571, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 18.428571428571427, 18.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 12.142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0 ], "type_event": [ 1, 15, 14, 12, 11, 10, 7, 6, 17, 0, 0, 12, 7, 0, 11, 0, 9, 14, 10, 0, 15, 14, 11, 14, 0, 0, 7, 17, 15, 4, 11, 17, 0, 7, 4, 15, 2, 11, 0, 7, 15, 15, 0 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Industrial and Scientific", "Cell Phones and Accessories", "Other", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Other", "Office Products", "Movies and TV", "Books", "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Movies and TV", "Other", "Other", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Cell Phones and Accessories", "Other", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the start, with no clear preference for any specific type. After a significant gap of approximately 12 weeks, a cluster of reviews emerges, predominantly in the \"Other\" category, along with several others including \"Sports and Outdoors\" and \"Home and Kitchen.\" This pattern continues with another wave of reviews around 15 weeks, which again features a mix of categories but shows an increase in reviews related to \"Home and Kitchen\" and \"Movies and TV.\" The trend persists with further submissions at around 16 weeks, where \"Grocery and Gourmet Food\" and \"Clothing Shoes and Jewelry\" appear frequently, culminating in a final set of reviews at 18 weeks that again highlights \"Clothing Shoes and Jewelry\" and \"Other.\" Overall, the reviews are concentrated in clusters after initial submissions, with certain categories recurring more frequently in later periods." }, { "dim_process": 18, "seq_idx": 198, "seq_len": 61, "time_since_start": [ 0.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.285714285714286, 6.857142857142857, 8.428571428571429, 9.0, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 13.857142857142858, 15.571428571428571, 16.142857142857142, 18.571428571428573, 20.571428571428573, 20.714285714285715, 20.857142857142858 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 1.7142857142857142, 0.5714285714285714, 2.4285714285714284, 2.0, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted primarily in the early weeks, particularly between weeks 0 and 12. Reviews for the \"Kindle Store\" category begin to appear around week 9 and increase in frequency, particularly from weeks 11 to 20, indicating a gradual shift towards this category. Overall, there is a clear clustering of book reviews at the beginning of the timeline, followed by a noticeable increase in Kindle Store reviews as time progresses." }, { "dim_process": 18, "seq_idx": 199, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 2.4285714285714284, 3.2857142857142856, 3.2857142857142856, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.714285714285714, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.857142857142858, 12.714285714285714, 12.714285714285714, 13.571428571428571, 13.571428571428571, 15.285714285714286, 15.714285714285714, 17.142857142857142, 19.714285714285715, 19.714285714285715, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 22.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 0.0, 1.4285714285714286, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 1.0, 2.142857142857143, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.8571428571428572, 0.0, 0.8571428571428571, 0.0, 1.7142857142857142, 0.42857142857142855, 1.4285714285714286, 2.5714285714285716, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 1, 2, 12, 10, 8, 3, 12, 2, 15, 2, 7, 15, 10, 10, 10, 10, 8, 10, 0, 11, 0, 12, 15, 4, 8, 9, 9, 8, 10, 7, 8, 15, 10, 10, 10, 12, 11, 15, 2, 8, 3, 15, 9 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Books", "Toys and Games", "Arts Crafts and Sewing", "Sports and Outdoors", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Other", "Home and Kitchen", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Toys and Games", "Office Products", "Office Products", "Toys and Games", "Books", "Grocery and Gourmet Food", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Toys and Games", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Tools and Home Improvement, Pet Supplies, Sports and Outdoors, and Books, all submitted within the first week. As time progresses, there is a noticeable clustering of reviews in the Books category, particularly between weeks 5 and 20, indicating a sustained interest in this category. Additionally, Pet Supplies and Clothing Shoes and Jewelry reviews appear consistently throughout the timeline, with multiple entries around weeks 4 to 22. The sequence also shows a gradual increase in the variety of categories reviewed, particularly in the later weeks, with multiple reviews submitted in a single week. Overall, the pattern suggests a shift towards more frequent and varied reviews over time, with specific categories receiving concentrated attention at different intervals." }, { "dim_process": 18, "seq_idx": 200, "seq_len": 43, "time_since_start": [ 0.0, 1.1428571428571428, 2.0, 2.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.428571428571429, 8.142857142857142, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.142857142857142, 11.428571428571429, 12.285714285714286, 12.571428571428571, 12.714285714285714, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 18.142857142857142, 18.285714285714285, 19.571428571428573, 20.714285714285715, 22.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 1.2857142857142858, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized under \"Books.\" The reviews are submitted consistently over time, with a notable clustering of submissions occurring in the earlier weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews continues, but the intervals between submissions appear to widen, especially after the 20-week mark. Overall, the trend indicates a sustained interest in reviewing books, with a gradual decrease in the frequency of submissions as time goes on." }, { "dim_process": 18, "seq_idx": 201, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 3.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.428571428571429, 10.857142857142858, 13.0, 13.571428571428571, 14.0, 14.142857142857142, 15.142857142857142, 15.285714285714286, 16.714285714285715, 17.0, 17.142857142857142, 17.571428571428573, 18.285714285714285, 18.571428571428573, 21.714285714285715, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 2.142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 3.142857142857143, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin at week zero and continue with frequent submissions, particularly concentrated in the first few weeks. There is a notable transition to a review in the Kindle Store at around week 14, but the majority of reviews remain focused on books throughout the timeline. The frequency of reviews appears to taper off slightly in the later weeks, with longer intervals between submissions observed after week 21." }, { "dim_process": 18, "seq_idx": 202, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 2.4285714285714284, 3.0, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.285714285714286, 5.571428571428571, 6.285714285714286, 7.285714285714286, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.285714285714286, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 15.285714285714286, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.571428571428573, 18.285714285714285, 18.714285714285715, 20.714285714285715, 21.571428571428573, 22.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 2.0, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 2.0, 0.8571428571428571, 0.7142857142857143, 2.5714285714285716 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over time. The user begins with reviews for both \"Books\" and \"Kindle Store\" early on, but the frequency of \"Books\" reviews significantly increases, particularly between weeks 3 and 18. Reviews for the \"Kindle Store\" appear less frequently and tend to cluster around specific periods, notably at the beginning, around week 20, and at the end of the sequence. Overall, there is a clear trend of sustained engagement with \"Books,\" while \"Kindle Store\" reviews are more sporadic and occur at intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 203, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.285714285714286, 9.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 14.0, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.857142857142858, 18.0, 18.857142857142858, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 6.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which occur consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the book reviews, with notable clusters occurring around the 1.71-week mark and again towards the end of the sequence. Overall, the majority of reviews are concentrated in the \"Books\" category, with a gradual introduction of \"Kindle Store\" reviews occurring primarily in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 204, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 5.428571428571429, 5.428571428571429, 6.714285714285714, 9.285714285714286, 9.285714285714286, 9.285714285714286, 17.428571428571427, 17.428571428571427, 17.857142857142858, 17.857142857142858, 17.857142857142858, 20.0, 21.0, 21.142857142857142, 21.142857142857142, 22.571428571428573, 23.0, 23.714285714285715, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 3.142857142857143, 0.0, 1.2857142857142858, 2.5714285714285716, 0.0, 0.0, 8.142857142857142, 0.0, 0.42857142857142855, 0.0, 0.0, 2.142857142857143, 1.0, 0.14285714285714285, 0.0, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.0 ], "type_event": [ 15, 9, 10, 10, 0, 11, 2, 10, 10, 17, 10, 8, 10, 8, 11, 4, 2, 7, 0, 10, 11, 15, 10, 2, 3, 10, 15, 12, 10, 10, 10, 4, 11, 12, 11, 11, 1, 10, 11, 0, 9, 2, 11, 11, 11, 8, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Other", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Cell Phones and Accessories", "Books", "Toys and Games", "Books", "Toys and Games", "Home and Kitchen", "Electronics", "Pet Supplies", "Grocery and Gourmet Food", "Other", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Books", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Books", "Home and Kitchen", "Other", "Office Products", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on categories such as Clothing, Office Products, and Books within the first week. As time progresses, there is a notable increase in reviews for Books, which appear frequently in the early weeks, alongside a gradual introduction of other categories like Home and Kitchen and Toys and Games. After a significant gap, reviews for Sports and Outdoors emerge, followed by a resurgence of Home and Kitchen reviews, indicating a clustering of these categories in later weeks. The final entries show a continued emphasis on Home and Kitchen, with additional reviews for Toys and Games and Clothing occurring after a substantial time lapse." }, { "dim_process": 18, "seq_idx": 205, "seq_len": 62, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.571428571428571, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 21.571428571428573, 22.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.5714285714285716, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. The user begins to include reviews for the \"Kindle Store\" around the 5.86-week mark, with a notable increase in these reviews occurring at the 17-week point. Overall, reviews are predominantly clustered in the early weeks, with a gradual tapering off as time progresses, while the introduction of \"Kindle Store\" reviews appears to be a secondary trend that emerges later in the sequence." }, { "dim_process": 18, "seq_idx": 206, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 3.7142857142857144, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 9.857142857142858, 10.0, 10.571428571428571, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 13.0, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.857142857142858, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.857142857142858, 18.571428571428573, 19.0, 20.428571428571427, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 1.4285714285714286, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Books\" predominantly occur in the earlier weeks, with a notable concentration in the first 20 weeks. The \"Kindle Store\" reviews are less frequent and appear clustered around the 5 to 8-week mark and again at the 14-week mark, indicating that these reviews are interspersed among the more frequent \"Books\" reviews. Overall, the pattern reveals a sustained interest in \"Books\" throughout the entire period, with occasional reviews for \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 207, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.142857142857143, 2.857142857142857, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 6.0, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.142857142857142, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 17.142857142857142, 17.428571428571427, 18.142857142857142, 19.0, 19.714285714285715, 20.857142857142858, 21.285714285714285, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the timeline, particularly in the early to mid-periods. Reviews for \"Kindle Store\" appear sporadically, primarily clustered around the beginning and later in the sequence. The initial reviews are concentrated in the first few weeks, with a notable increase in frequency of \"Books\" reviews occurring consistently over time. The pattern indicates a gradual buildup of reviews, with a peak in activity around the middle of the timeline before tapering off slightly towards the end." }, { "dim_process": 18, "seq_idx": 208, "seq_len": 113, "time_since_start": [ 0.0, 0.0, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 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21.571428571428573, 22.0, 22.142857142857142, 22.714285714285715, 23.142857142857142, 23.285714285714285, 23.428571428571427, 24.285714285714285, 24.714285714285715, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 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0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster at specific intervals, often following periods of multiple \"Books\" reviews. As the sequence progresses, there are noticeable peaks in \"Books\" reviews, while \"Kindle Store\" reviews appear more sporadically, suggesting a pattern where book reviews are consistently prioritized over time. Overall, the majority of reviews occur in the first half of the timeline, with a gradual tapering off towards the end." }, { "dim_process": 18, "seq_idx": 209, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 5.0, 6.0, 6.0, 6.857142857142857, 6.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 10.142857142857142, 10.142857142857142, 10.857142857142858, 10.857142857142858, 11.714285714285714, 11.714285714285714, 12.142857142857142, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 15.142857142857142, 15.142857142857142, 15.714285714285714, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.285714285714285, 17.857142857142858, 17.857142857142858, 18.285714285714285, 18.285714285714285, 20.428571428571427, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.571428571428573, 22.0, 23.0, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 0.0, 0.7142857142857143, 0.7142857142857143, 1.0, 0.0, 0.8571428571428571, 0.0, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 2.142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.0, 2.7142857142857144 ], "type_event": [ 10, 4, 1, 15, 2, 4, 11, 10, 15, 11, 16, 10, 13, 10, 2, 10, 12, 15, 10, 10, 1, 15, 10, 10, 13, 10, 1, 11, 7, 2, 10, 15, 10, 7, 0, 10, 15, 10, 13, 10, 12, 10, 4, 4, 2, 0, 4, 17, 10 ], "type_text": [ "Books", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Pet Supplies", "Electronics", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Pet Supplies", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Books", "Patio Lawn and Garden", "Books", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden", "Books", "Sports and Outdoors", "Books", "Electronics", "Electronics", "Pet Supplies", "Other", "Electronics", "Cell Phones and Accessories", "Books" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable clustering of certain categories at specific intervals. Initially, reviews span various categories such as Books, Electronics, and Tools, but as time progresses, there is a significant increase in the frequency of Books reviews, particularly around the 10 to 20-week mark. Electronics and Clothing Shoes and Jewelry also appear frequently, especially in the later weeks. Additionally, there are instances of reviews for Pet Supplies and Home and Kitchen that occur intermittently, indicating a varied pattern of interest throughout the timeline. Overall, the trend suggests that Books dominate the review activity, particularly in the middle to later stages of the sequence." }, { "dim_process": 18, "seq_idx": 210, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 8.0, 8.428571428571429, 9.714285714285714, 9.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.714285714285714, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.714285714285715, 18.0, 18.0, 18.571428571428573, 21.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 1.2857142857142858, 0.0, 0.5714285714285714, 2.7142857142857144, 4.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews appear more sporadically, primarily clustered around specific intervals, such as between weeks 1 and 6, and again around weeks 11 and 21. There is a noticeable trend of increasing frequency in \"Books\" reviews as time progresses, especially after the initial weeks, while the \"Kindle Store\" reviews tend to occur less frequently and are often interspersed among the \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 211, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.2857142857142858, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.142857142857142, 22.285714285714285, 22.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 0.2857142857142857, 3.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 4.142857142857143, 0.0, 2.5714285714285716 ], "type_event": [ 16, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for Books, particularly concentrated in the earlier weeks, with a notable increase in frequency around the 5 to 10-week mark. Kindle Store reviews appear less frequently and tend to cluster later in the timeline, particularly after the 7-week mark. Overall, there is a trend of more frequent Book reviews in the initial weeks, while Kindle Store reviews become more prominent as time progresses, especially towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 212, "seq_len": 45, "time_since_start": [ 0.0, 1.4285714285714286, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 3.0, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.428571428571429, 7.428571428571429, 7.714285714285714, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.571428571428573, 17.857142857142858, 20.714285714285715, 21.571428571428573, 22.714285714285715, 23.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 2.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 2.857142857142857, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 24 weeks. There is a notable clustering of reviews occurring in the early weeks, particularly between weeks 0 and 17, where reviews are submitted at a higher frequency. The \"Kindle Store\" and \"Office Products\" categories appear infrequently, with their reviews interspersed among the numerous book reviews, indicating that the user primarily engages with books throughout the observed period. Overall, the trend shows a sustained interest in books, with only brief diversions into other categories." }, { "dim_process": 18, "seq_idx": 213, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.571428571428571, 7.142857142857143, 7.857142857142857, 8.0, 9.0, 9.714285714285714, 10.571428571428571, 11.0, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.142857142857142, 14.428571428571429, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.857142857142858, 16.857142857142858, 18.285714285714285, 18.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.0, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.0, 0.0, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 14, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the first 16 weeks. There is a notable cluster of reviews for \"Books\" occurring early on, with a few reviews for \"Movies and TV\" and \"Home and Kitchen\" introduced around the 13-week mark. After the initial surge of book reviews, the frequency of reviews remains steady, with a slight diversification into other categories occurring later in the timeline. Overall, the majority of reviews are concentrated in the \"Books\" category, with only brief interludes for other product types." }, { "dim_process": 18, "seq_idx": 214, "seq_len": 43, "time_since_start": [ 0.0, 1.0, 2.142857142857143, 3.0, 3.5714285714285716, 4.0, 4.428571428571429, 5.857142857142857, 6.0, 7.0, 7.857142857142857, 8.142857142857142, 9.857142857142858, 10.142857142857142, 10.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.285714285714286, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 19.0, 19.142857142857142, 19.285714285714285, 20.142857142857142, 21.0, 21.714285714285715, 22.142857142857142, 22.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviewing books over time, with all entries categorized under \"Books.\" The reviews are submitted at relatively regular intervals, particularly in the earlier weeks, with a notable cluster of reviews occurring within the first 20 weeks. After week 20, there is a slight increase in the time between reviews, but the user continues to submit reviews, indicating sustained engagement with the product category throughout the observed period." }, { "dim_process": 18, "seq_idx": 215, "seq_len": 87, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.0, 5.142857142857143, 5.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 8.285714285714286, 8.714285714285714, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.428571428571427, 19.571428571428573, 19.714285714285715, 19.857142857142858, 20.0, 22.142857142857142, 22.285714285714285, 23.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.0, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but are interspersed throughout the timeline, often clustering around certain points, such as at the beginning and later in the sequence. There is a noticeable trend of increasing review frequency for \"Books\" as time progresses, especially after the initial weeks, while \"Kindle Store\" reviews tend to occur in shorter bursts. Overall, the user demonstrates a sustained engagement with both categories, with a clear preference for \"Books.\"" }, { "dim_process": 18, "seq_idx": 216, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.0, 14.0, 14.285714285714286, 15.285714285714286, 16.142857142857142, 16.285714285714285, 18.0, 18.428571428571427, 19.0, 19.142857142857142, 20.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 3.4285714285714284 ], "type_event": [ 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early entries. The first mention of the \"Kindle Store\" occurs around the 0.86-week mark, but it remains less frequent compared to \"Books,\" which continues to be reviewed consistently throughout the timeline. There are noticeable clusters of reviews in the \"Books\" category, particularly between weeks 1 and 12, with a gradual increase in reviews as time progresses. The \"Kindle Store\" reviews appear intermittently, primarily at the beginning and later stages of the sequence, suggesting a secondary interest that does not disrupt the overall trend of reviewing \"Books.\"" }, { "dim_process": 18, "seq_idx": 217, "seq_len": 91, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.0, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.428571428571429, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.428571428571429, 13.285714285714286, 13.285714285714286, 14.142857142857142, 15.0, 15.0, 15.0, 16.428571428571427, 16.428571428571427, 17.428571428571427, 17.428571428571427, 18.571428571428573, 18.571428571428573, 19.714285714285715, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.857142857142858, 20.857142857142858, 20.857142857142858, 22.571428571428573, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.428571428571427, 23.714285714285715, 24.0, 24.0, 24.0, 24.0, 24.571428571428573, 25.0, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 1.8571428571428572, 0.0, 0.8571428571428571, 0.8571428571428571, 0.0, 0.0, 1.4285714285714286, 0.0, 1.0, 0.0, 1.1428571428571428, 0.0, 1.1428571428571428, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 1.7142857142857142, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0 ], "type_event": [ 9, 2, 10, 7, 11, 15, 5, 17, 2, 15, 7, 12, 11, 2, 13, 15, 5, 11, 7, 15, 11, 15, 12, 11, 10, 11, 7, 15, 15, 11, 15, 7, 15, 15, 7, 15, 1, 11, 5, 11, 7, 11, 7, 15, 13, 15, 10, 8, 0, 7, 15, 7, 10, 10, 11, 15, 9, 10, 11, 7, 1, 15, 14, 13, 8, 10, 15, 15, 7, 7, 12, 15, 13, 7, 11, 7, 15, 11, 11, 7, 2, 13, 13, 13, 15, 13, 7, 0, 11, 0, 15 ], "type_text": [ "Office Products", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Cell Phones and Accessories", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Automotive", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with certain categories appearing more frequently at different intervals. Initially, reviews for Office Products and Pet Supplies are submitted, followed by a gradual increase in reviews for Grocery and Gourmet Food, Home and Kitchen, and Clothing Shoes and Jewelry, which cluster around the 1.5 to 3-week mark. As time progresses, there is a notable concentration of reviews in the Clothing Shoes and Jewelry category, particularly between weeks 5 and 10, while Home and Kitchen and Grocery and Gourmet Food reviews also continue to appear consistently. Towards the later weeks, there is a shift with increased reviews in categories like Patio Lawn and Garden and Toys and Games, indicating a broadening of interests over time." }, { "dim_process": 18, "seq_idx": 218, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.714285714285714, 5.571428571428571, 6.142857142857143, 6.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 9.428571428571429, 10.285714285714286, 11.0, 11.285714285714286, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.0, 16.0, 17.428571428571427, 18.0, 18.285714285714285, 19.857142857142858, 23.428571428571427, 24.0, 24.285714285714285, 24.428571428571427, 24.571428571428573, 24.714285714285715, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 3.5714285714285716, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a span of time, particularly in the initial weeks. There is a notable cluster of book reviews in the first 16 weeks, with a gradual increase in frequency until around week 18. After this period, reviews for the Kindle Store begin to emerge, indicating a shift in focus, although book reviews continue to be submitted alongside them. The Kindle Store reviews cluster around weeks 24 to 25, suggesting a concentrated interest in that category during that time. Overall, the trend shows a strong emphasis on books early on, followed by a diversification into Kindle Store reviews later in the sequence." }, { "dim_process": 18, "seq_idx": 219, "seq_len": 62, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 2.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.142857142857142, 13.857142857142858, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 19.714285714285715, 21.428571428571427, 21.857142857142858, 22.0, 23.857142857142858, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. Reviews are predominantly clustered in the early weeks, with a noticeable frequency of submissions in the first 15 weeks. There are a few instances of reviews for the \"Kindle Store\" category, which appear later in the sequence, specifically around weeks 16 and 23. Overall, the pattern indicates a sustained engagement with books, with occasional shifts to the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 220, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 2.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.571428571428571, 12.0, 12.142857142857142, 12.857142857142858, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 15.428571428571429, 16.142857142857142, 17.0, 17.0, 17.142857142857142, 21.0, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.8571428571428572, 2.2857142857142856, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 0.8571428571428571, 0.0, 0.14285714285714285, 3.857142857142857, 2.0, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered within the first 17 weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed throughout the timeline, often following clusters of \"Books\" reviews. Notably, there is a long gap between the last \"Books\" review and the subsequent \"Kindle Store\" review at week 21, indicating a shift in the user's review activity. Overall, the trend indicates a strong initial engagement with \"Books,\" with intermittent reviews for the \"Kindle Store\" occurring at various points throughout the timeline." }, { "dim_process": 18, "seq_idx": 221, "seq_len": 82, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.428571428571429, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.428571428571427, 19.142857142857142, 19.428571428571427, 19.428571428571427, 19.857142857142858, 20.0, 20.714285714285715, 21.714285714285715, 22.0, 22.142857142857142, 22.714285714285715, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over time, with a notable clustering of reviews occurring in the early weeks. There are occasional reviews for the Kindle Store, which appear intermittently throughout the timeline, primarily around the 5-week mark and again at the 11 and 15-week marks. The frequency of book reviews remains high, continuing steadily with only slight variations in submission intervals, while the Kindle Store reviews are less frequent and appear to be spaced out. Overall, the trend indicates a sustained focus on books, with the Kindle Store reviews serving as secondary events within the sequence." }, { "dim_process": 18, "seq_idx": 222, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.428571428571429, 6.714285714285714, 8.0, 9.0, 9.142857142857142, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 12.571428571428571, 12.714285714285714, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.0, 17.142857142857142, 18.428571428571427, 19.857142857142858, 20.0, 22.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.0, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 0.14285714285714285, 2.0, 2.5714285714285716 ], "type_event": [ 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 16, 16, 16, 16, 10, 11, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, particularly in the early weeks, with multiple clusters occurring from the start up to around week 6. The \"Kindle Store\" reviews appear less frequently but start to increase in frequency after week 1, with notable clusters around weeks 3, 6, and 10. The user also reviews \"Home and Kitchen\" products at week 15, but this category does not recur. Overall, the trend indicates a strong initial focus on books, with a gradual increase in reviews for the Kindle Store, particularly in the later weeks." }, { "dim_process": 18, "seq_idx": 223, "seq_len": 53, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.285714285714286, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 8.0, 8.285714285714286, 9.142857142857142, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.714285714285714, 15.0, 16.714285714285715, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 19.285714285714285, 19.571428571428573, 19.857142857142858, 20.142857142857142, 21.0, 21.142857142857142, 21.714285714285715, 22.857142857142858, 23.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 2.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 2.142857142857143 ], "type_event": [ 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 16, 16, 10, 16, 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 2, 10, 16, 16, 16, 13, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Pet Supplies", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Patio Lawn and Garden", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with many reviews submitted in close succession, particularly between weeks 0 and 10. The \"Kindle Store\" category also features prominently, with several reviews clustered around weeks 0, 7, and 10. Notably, there is a shift in focus towards \"Kindle Store\" reviews in the later weeks, particularly after week 17. Additionally, there are isolated instances of reviews in other categories, such as \"Pet Supplies\" and \"Patio Lawn and Garden,\" which occur later in the sequence. Overall, the pattern indicates a strong initial interest in books, followed by a gradual increase in reviews for the Kindle Store, interspersed with occasional reviews in other categories." } ]