diff --git "a/src/original_data_profile.html" "b/src/original_data_profile.html" deleted file mode 100644--- "a/src/original_data_profile.html" +++ /dev/null @@ -1,3053 +0,0 @@ - - - - - - - - - - - - - - - -
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DataFrame
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NO COMPARISON TARGET
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150
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ROWS
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DUPLICATES
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15.5 kb
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FEATURES
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1
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CATEGORICAL
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4
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NUMERICAL
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TEXT
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- 2.1.4
- Get updates, docs & report issues here

- Created & maintained by Francois Bertrand
- Graphic design by Jean-Francois Hains -
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7.25
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AVG
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5.84
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4.30
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3.60
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1.30
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0.828
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VAR
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0.686
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KURT.
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-0.552
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SKEW
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0.315
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SUM
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876
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4.40
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95%
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3.80
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3.30
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AVG
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3.05
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MEDIAN
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3.00
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Q1
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2.80
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5%
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2.34
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MIN
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2.00
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RANGE
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2.40
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IQR
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0.500
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STD
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0.434
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VAR
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0.188
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KURT.
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0.291
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SKEW
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0.334
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SUM
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458
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VALUES:
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6.90
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6.10
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5.10
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MEDIAN
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4.35
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3.76
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Q1
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1.60
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5%
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1.30
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MIN
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1.00
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RANGE
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5.90
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IQR
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3.50
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STD
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1.76
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VAR
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3.11
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KURT.
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-1.40
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SKEW
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-0.274
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SUM
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564
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VALUES:
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2.50
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95%
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2.30
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1.80
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MEDIAN
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1.30
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AVG
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1.20
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Q1
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0.30
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5%
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0.20
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0.10
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2.40
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IQR
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1.50
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STD
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0.763
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VAR
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0.582
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KURT.
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-1.34
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-0.105
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SUM
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180
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VALUES:
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DISTINCT:
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- - Associations -
- [Only including dataset "DataFrame"]
- ■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, - (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP). -

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity. -
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- -
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- - Associations -
- [Only including dataset "None"]
- ■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, - (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP). -

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity. -
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MISSING:
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NUMERICAL ASSOCIATIONS
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petal_length
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0.87
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petal_width
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0.82
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sepal_width
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-0.11
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CATEGORICAL ASSOCIATIONS
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species
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0.79
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MOST FREQUENT VALUES
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5.0
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10
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6.7%
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5.1
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9
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6.0%
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6.3
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9
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6.0%
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5.7
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8
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5.3%
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6.7
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8
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5.3%
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5.8
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7
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4.7%
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5.5
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7
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4.7%
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6.4
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7
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4.7%
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4.9
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6
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4.0%
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5.4
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6
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4.0%
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6.1
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6
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4.0%
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6.0
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6
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4.0%
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5.6
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6
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4.0%
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4.8
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5
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3.3%
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6.5
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5
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3.3%
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SMALLEST VALUES
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4.3
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1
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0.7%
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4.4
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3
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2.0%
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4.5
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1
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0.7%
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4.6
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4
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2.7%
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4.7
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2
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1.3%
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4.8
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5
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3.3%
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4.9
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6
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4.0%
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5.0
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10
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6.7%
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5.1
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9
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6.0%
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5.2
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4
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2.7%
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5.3
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1
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0.7%
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5.4
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6
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4.0%
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5.5
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-
7
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4.7%
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5.6
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6
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4.0%
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5.7
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8
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5.3%
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-
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-
- -
- -
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LARGEST VALUES
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-
7.9
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1
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0.7%
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7.7
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-
4
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2.7%
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-
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7.6
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-
1
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0.7%
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7.4
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1
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0.7%
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7.3
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1
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0.7%
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7.2
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3
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2.0%
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7.1
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-
1
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0.7%
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-
-
-
7.0
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-
1
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0.7%
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-
-
-
6.9
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-
4
-
2.7%
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-
-
-
6.8
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-
3
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2.0%
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-
-
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6.7
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-
8
-
5.3%
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6.6
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2
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1.3%
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-
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6.5
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-
5
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3.3%
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6.4
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7
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4.7%
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6.3
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9
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6.0%
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- -
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- sepal_width -
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MISSING:
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- --- -
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- -
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-
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- - - - -
- - - - - -
- - > -
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NUMERICAL ASSOCIATIONS
-
- (PEARSON, -1 to 1) -
- -
-
-
petal_length
-
-0.42
-
-
-
petal_width
-
-0.36
-
-
-
sepal_length
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-0.11
-
-
-
CATEGORICAL ASSOCIATIONS
-
- (CORRELATION RATIO, 0 to 1) -
-
-
-
species
-
0.63
-
-
-
- -
- -
-
MOST FREQUENT VALUES
-
-
-
3.0
-
-
26
-
17.3%
-
-
-
-
2.8
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-
14
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9.3%
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-
-
-
3.2
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-
13
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8.7%
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-
-
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3.1
-
-
12
-
8.0%
-
-
-
-
3.4
-
-
12
-
8.0%
-
-
-
-
2.9
-
-
10
-
6.7%
-
-
-
-
2.7
-
-
9
-
6.0%
-
-
-
-
2.5
-
-
8
-
5.3%
-
-
-
-
3.5
-
-
6
-
4.0%
-
-
-
-
3.3
-
-
6
-
4.0%
-
-
-
-
3.8
-
-
6
-
4.0%
-
-
-
-
2.6
-
-
5
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3.3%
-
-
-
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2.3
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-
4
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2.7%
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-
-
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3.7
-
-
3
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2.0%
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-
-
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2.4
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3
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2.0%
-
-
-
-
- -
- -
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SMALLEST VALUES
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-
-
2.0
-
-
1
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0.7%
-
-
-
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2.2
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-
3
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2.0%
-
-
-
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2.3
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-
4
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2.7%
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-
-
-
2.4
-
-
3
-
2.0%
-
-
-
-
2.5
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-
8
-
5.3%
-
-
-
-
2.6
-
-
5
-
3.3%
-
-
-
-
2.7
-
-
9
-
6.0%
-
-
-
-
2.8
-
-
14
-
9.3%
-
-
-
-
2.9
-
-
10
-
6.7%
-
-
-
-
3.0
-
-
26
-
17.3%
-
-
-
-
3.1
-
-
12
-
8.0%
-
-
-
-
3.2
-
-
13
-
8.7%
-
-
-
-
3.3
-
-
6
-
4.0%
-
-
-
-
3.4
-
-
12
-
8.0%
-
-
-
-
3.5
-
-
6
-
4.0%
-
-
-
-
- -
- -
-
LARGEST VALUES
-
-
-
4.4
-
-
1
-
0.7%
-
-
-
-
4.2
-
-
1
-
0.7%
-
-
-
-
4.1
-
-
1
-
0.7%
-
-
-
-
4.0
-
-
1
-
0.7%
-
-
-
-
3.9
-
-
2
-
1.3%
-
-
-
-
3.8
-
-
6
-
4.0%
-
-
-
-
3.7
-
-
3
-
2.0%
-
-
-
-
3.6
-
-
3
-
2.0%
-
-
-
-
3.5
-
-
6
-
4.0%
-
-
-
-
3.4
-
-
12
-
8.0%
-
-
-
-
3.3
-
-
6
-
4.0%
-
-
-
-
3.2
-
-
13
-
8.7%
-
-
-
-
3.1
-
-
12
-
8.0%
-
-
-
-
3.0
-
-
26
-
17.3%
-
-
-
-
2.9
-
-
10
-
6.7%
-
-
-
-
- -
-
-
-
- -
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- petal_length -
-
-
-
MISSING:
-
- --- -
-
- -
-
-
- - -
- - - - -
- - - - - -
- - > -
-
NUMERICAL ASSOCIATIONS
-
- (PEARSON, -1 to 1) -
- -
-
-
petal_width
-
0.96
-
-
-
sepal_length
-
0.87
-
-
-
sepal_width
-
-0.42
-
-
-
CATEGORICAL ASSOCIATIONS
-
- (CORRELATION RATIO, 0 to 1) -
-
-
-
species
-
0.97
-
-
-
- -
- -
-
MOST FREQUENT VALUES
-
-
-
1.5
-
-
14
-
9.3%
-
-
-
-
1.4
-
-
12
-
8.0%
-
-
-
-
5.1
-
-
8
-
5.3%
-
-
-
-
4.5
-
-
8
-
5.3%
-
-
-
-
1.6
-
-
7
-
4.7%
-
-
-
-
1.3
-
-
7
-
4.7%
-
-
-
-
5.6
-
-
6
-
4.0%
-
-
-
-
4.7
-
-
5
-
3.3%
-
-
-
-
4.9
-
-
5
-
3.3%
-
-
-
-
4.0
-
-
5
-
3.3%
-
-
-
-
4.2
-
-
4
-
2.7%
-
-
-
-
5.0
-
-
4
-
2.7%
-
-
-
-
4.4
-
-
4
-
2.7%
-
-
-
-
4.8
-
-
4
-
2.7%
-
-
-
-
1.7
-
-
4
-
2.7%
-
-
-
-
- -
- -
-
SMALLEST VALUES
-
-
-
1.0
-
-
1
-
0.7%
-
-
-
-
1.1
-
-
1
-
0.7%
-
-
-
-
1.2
-
-
2
-
1.3%
-
-
-
-
1.3
-
-
7
-
4.7%
-
-
-
-
1.4
-
-
12
-
8.0%
-
-
-
-
1.5
-
-
14
-
9.3%
-
-
-
-
1.6
-
-
7
-
4.7%
-
-
-
-
1.7
-
-
4
-
2.7%
-
-
-
-
1.9
-
-
2
-
1.3%
-
-
-
-
3.0
-
-
1
-
0.7%
-
-
-
-
3.3
-
-
2
-
1.3%
-
-
-
-
3.5
-
-
2
-
1.3%
-
-
-
-
3.6
-
-
1
-
0.7%
-
-
-
-
3.7
-
-
1
-
0.7%
-
-
-
-
3.8
-
-
1
-
0.7%
-
-
-
-
- -
- -
-
LARGEST VALUES
-
-
-
6.9
-
-
1
-
0.7%
-
-
-
-
6.7
-
-
2
-
1.3%
-
-
-
-
6.6
-
-
1
-
0.7%
-
-
-
-
6.4
-
-
1
-
0.7%
-
-
-
-
6.3
-
-
1
-
0.7%
-
-
-
-
6.1
-
-
3
-
2.0%
-
-
-
-
6.0
-
-
2
-
1.3%
-
-
-
-
5.9
-
-
2
-
1.3%
-
-
-
-
5.8
-
-
3
-
2.0%
-
-
-
-
5.7
-
-
3
-
2.0%
-
-
-
-
5.6
-
-
6
-
4.0%
-
-
-
-
5.5
-
-
3
-
2.0%
-
-
-
-
5.4
-
-
2
-
1.3%
-
-
-
-
5.3
-
-
2
-
1.3%
-
-
-
-
5.2
-
-
2
-
1.3%
-
-
-
-
- -
-
-
-
- -
-
- petal_width -
-
-
-
MISSING:
-
- --- -
-
- -
-
-
- - -
- - - - -
- - - - - -
- - > -
-
NUMERICAL ASSOCIATIONS
-
- (PEARSON, -1 to 1) -
- -
-
-
petal_length
-
0.96
-
-
-
sepal_length
-
0.82
-
-
-
sepal_width
-
-0.36
-
-
-
CATEGORICAL ASSOCIATIONS
-
- (CORRELATION RATIO, 0 to 1) -
-
-
-
species
-
0.96
-
-
-
- -
- -
-
MOST FREQUENT VALUES
-
-
-
0.2
-
-
28
-
18.7%
-
-
-
-
1.3
-
-
13
-
8.7%
-
-
-
-
1.8
-
-
12
-
8.0%
-
-
-
-
1.5
-
-
12
-
8.0%
-
-
-
-
1.4
-
-
8
-
5.3%
-
-
-
-
2.3
-
-
8
-
5.3%
-
-
-
-
1.0
-
-
7
-
4.7%
-
-
-
-
0.4
-
-
7
-
4.7%
-
-
-
-
0.3
-
-
7
-
4.7%
-
-
-
-
0.1
-
-
6
-
4.0%
-
-
-
-
2.1
-
-
6
-
4.0%
-
-
-
-
2.0
-
-
6
-
4.0%
-
-
-
-
1.2
-
-
5
-
3.3%
-
-
-
-
1.9
-
-
5
-
3.3%
-
-
-
-
1.6
-
-
4
-
2.7%
-
-
-
-
- -
- -
-
SMALLEST VALUES
-
-
-
0.1
-
-
6
-
4.0%
-
-
-
-
0.2
-
-
28
-
18.7%
-
-
-
-
0.3
-
-
7
-
4.7%
-
-
-
-
0.4
-
-
7
-
4.7%
-
-
-
-
0.5
-
-
1
-
0.7%
-
-
-
-
0.6
-
-
1
-
0.7%
-
-
-
-
1.0
-
-
7
-
4.7%
-
-
-
-
1.1
-
-
3
-
2.0%
-
-
-
-
1.2
-
-
5
-
3.3%
-
-
-
-
1.3
-
-
13
-
8.7%
-
-
-
-
1.4
-
-
8
-
5.3%
-
-
-
-
1.5
-
-
12
-
8.0%
-
-
-
-
1.6
-
-
4
-
2.7%
-
-
-
-
1.7
-
-
2
-
1.3%
-
-
-
-
1.8
-
-
12
-
8.0%
-
-
-
-
- -
- -
-
LARGEST VALUES
-
-
-
2.5
-
-
3
-
2.0%
-
-
-
-
2.4
-
-
3
-
2.0%
-
-
-
-
2.3
-
-
8
-
5.3%
-
-
-
-
2.2
-
-
3
-
2.0%
-
-
-
-
2.1
-
-
6
-
4.0%
-
-
-
-
2.0
-
-
6
-
4.0%
-
-
-
-
1.9
-
-
5
-
3.3%
-
-
-
-
1.8
-
-
12
-
8.0%
-
-
-
-
1.7
-
-
2
-
1.3%
-
-
-
-
1.6
-
-
4
-
2.7%
-
-
-
-
1.5
-
-
12
-
8.0%
-
-
-
-
1.4
-
-
8
-
5.3%
-
-
-
-
1.3
-
-
13
-
8.7%
-
-
-
-
1.2
-
-
5
-
3.3%
-
-
-
-
1.1
-
-
3
-
2.0%
-
-
-
-
- -
-
-
-
- -
-
- species -
-
-
-
MISSING:
-
- --- -
-
- -
-
-
- - - -
- -
-
TOP CATEGORIES
-

-
- -
- -
-
- - -
- -
Iris-setosa
- - -
-
50
-
33%
-
- -
-
- -
Iris-versicolor
- - -
-
50
-
33%
-
- -
-
- -
Iris-virginica
- - -
-
50
-
33%
-
- -
-
-
-
- -
ALL
- - -
-
150
-
100%
-
- -
-
-
- - -
- - -
- -
- CATEGORICAL ASSOCIATIONS
- (UNCERTAINTY COEFFICIENT, 0 to 1) -
-
species
- PROVIDES INFORMATION ON...
-
-
-
THESE FEATURES
GIVE INFORMATION
- ON species:
-
-
- -
- NUMERICAL ASSOCIATIONS
- (CORRELATION RATIO, 0 to 1) -
-
species
- CORRELATION RATIO WITH...
-
-
-
petal_length
-
0.97
-
-
-
petal_width
-
0.96
-
-
-
sepal_length
-
0.79
-
-
-
sepal_width
-
0.63
-
-
-
-
-
-
-
- - \ No newline at end of file