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Predict-Amazon-Stock-Price-tomorrow - MaRDI portal

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Predict-Amazon-Stock-Price-tomorrow

From MaRDI portal
Dataset:6036834



OpenML43741MaRDI QIDQ6036834

OpenML dataset with id 43741

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22102566/Predict-Amazon-Stock-Price-tomorrow.arff

Upload date: 24 March 2022



Dataset Characteristics

Number of features: 8 (numeric: 7, symbolic: 0 and in total binary: 0 )
Number of instances: 350
Number of instances with missing values: 1
Number of missing values: 1

Description

I have created this dataset to showcase the use of predictive modeling using the stock market as a case study. This dataset is designed to help and predict tomorrow's Amazon stock price. If you want to get the most updated dataset you will need to pull them in real time. I have shared my code to pull data using Yahoo Finance API and preprocess it in Data Analytics for Fun Github Repository The uploaded dataset is for Jan 11, 2021. What are the columns? yes_changeP: Yesterday Amazon's stock price change lastweek_changeP: Last week Amazon's stock price change dow_yes_changeP: Yesterday Dow Jones change dow_lastweek_changeP: Last Week Dow Jones change nasdaq_yes_changeP: Yesterday NASDAQ 100 change nasdaq_lastweek_changeP: Last Week NASDAQ 100 change today_changeP: Today Amazon's stock price change To learn more about the dataset and see a very simple prediction model applied to the dataset you may watch this YouTube Video where I have explained the dataset and also prediction: A Taste for Prediction: Predict Tomorrow's Amazon Stock Price






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