Name: Analytics Vidhya Hackathon 4
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

Analytics Vidhya Hackathon 4

Stock Price Prediction

A stock market, equity market or share market is the aggregation of buyers and sellers of stocks (also called shares), which represent ownership claims on businesses; these may include securities listed on a public stock exchange, as well as stock that is only traded privately, such as shares of private companies which are sold to investors through equity crowdfunding platforms.

The secret of a successful stock trader is being able to look into the future of the stocks and make wise decisions. Accurate prediction of stock market returns is a very challenging task due to volatile and non-linear nature of the financial stock markets. With the introduction of artificial intelligence and increased computational capabilities, programmed methods of prediction have proved to be more efficient in predicting stock prices.

Here, you are provided dataset of a public stock market for 104 stocks. Can you forecast the future closing prices for these stocks with your Data Science skills for the next 2 months?

Tables

Samplesubmission Zxscq0o

@kaggle.saurabhbagchi_av_hackathon_4.samplesubmission_zxscq0o

26.84 KB
4223 rows
2 columns


CREATE TABLE samplesubmission_zxscq0o (
  "id" VARCHAR,
  "close" BIGINT
);

Test Qqkw4dv

@kaggle.saurabhbagchi_av_hackathon_4.test_qqkw4dv

30.36 KB
4223 rows
5 columns


CREATE TABLE test_qqkw4dv (
  "id" VARCHAR,
  "stock" BIGINT,
  "date" TIMESTAMP,
  "holiday" BIGINT,
  "unpredictability_score" BIGINT
);

Train Awol0xl

@kaggle.saurabhbagchi_av_hackathon_4.train_awol0xl

2.48 MB
73439 rows
9 columns


CREATE TABLE train_awol0xl (
  "id" VARCHAR,
  "stock" BIGINT,
  "date" TIMESTAMP,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "close" DOUBLE,
  "holiday" BIGINT,
  "unpredictability_score" BIGINT
);