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license: mit |
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tags: |
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- infinite-dataset-hub |
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- synthetic |
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--- |
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# FinMarketTrends |
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tags: Market, Trends, Prediction |
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_ |
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**Dataset Description:** |
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The 'FinMarketTrends' dataset is designed to assist Machine Learning practitioners in performing financial market analysis. It contains time-series data that includes various market indicators, financial metrics, and predicted trends, which are essential for predictive modeling in finance. The dataset has been meticulously labeled to facilitate targeted analysis, training, and validation of predictive models. |
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**CSV Content Preview:** |
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``` |
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Date,Company,Stock Price,Volume,Sector,Predicted Trend,Labels |
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2023-01-01,TechCorp,150.25,1200000,Technology,Upward,UpwardTrend;Growth;StrongBuy |
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2023-01-02,HealthPlus,85.75,500000,Healthcare,Downward,DownTrend;Stable;Hold |
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2023-01-03,EcoEnergy,48.50,300000,Energy,Upward,UpwardTrend;Innovation;Buy |
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2023-01-04,ConsumerGoods,67.00,800000,Consumer Goods,Stable,NeutralTrend;Mixed;Hold |
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2023-01-05,FinanceCo,92.00,700000,Finance,Upward,UpwardTrend;Expansion;Buy |
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``` |
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This dataset allows for a comprehensive financial analysis, with each row representing a snapshot of market data for a particular company. The 'Predicted Trend' column forecasts the direction of the market trend based on the analysis of past and present data, while the 'Labels' column categorizes each entry into various segments for enhanced machine learning model training and interpretability. |
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**Source of the data:** |
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co./spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'financial analysis': |
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- **Dataset Generation Page**: https://huggingface.co./spaces/infinite-dataset-hub/infinite-dataset-hub?q=financial+analysis&dataset=FinMarketTrends&tags=Market,+Trends,+Prediction |
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- **Model**: https://huggingface.co./microsoft/Phi-3-mini-4k-instruct |
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- **More Datasets**: https://huggingface.co./datasets?other=infinite-dataset-hub |
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