Setting up Algorithmic Trading

1. Collecting Data Sources

Kaggle Datasets Assets Price (Daily, High/Low/Volume/Open/Close/Price/...)

kaggle datasets download -d dgawlik/nyse

S&P 500 companies historical prices with fundamental data

kaggle datasets download -d bilalwaseer/apple-stock-historical-data

A Comprehensive Look at Apple's Financial Metrics. Dec'80-May'23

kaggle datasets download -d mattiuzc/stock-exchange-data

Daily price data for indexes tracking stock exchanges from all over the world (United States, China, Canada, Germany, Japan, and more). The data was all collected from Yahoo Finance, which had several decades of data available for most exchanges. Prices are quoted in terms of the national currency of where each exchange is located.

kaggle datasets download -d bilalwaseer/microsoft-stocks-from-1986-to-2023

This comprehensive dataset provides a detailed analysis of Microsoft Corporation's stock performance from 1986 to 2023. It encompasses various important parameters, including stock price, low price, **high ** price, and trading volume.

kaggle datasets download -d bilalwaseer/google-stocks-complete

The Google Stock Market Dataset is a comprehensive collection of historical stock market data specifically focused on Google's stock (ticker symbol: GOOGL).

kaggle datasets download -d darshanprabhu09/stock-prices-for

A combination of 4 Datasets in CSV formats containing files of big Tech companies stock prices for a span of Five years (2013 - 2018).

kaggle datasets download -d bilalwaseer/nvidia-stocks-historical-data

Nvidia Corporation (NVDA) is a leading technology company renowned for its advanced graphics processing units (GPUs), artificial intelligence (AI), and data center solutions. The company's stock, listed on major exchanges under the ticker symbol NVDA

kaggle datasets download -d paultimothymooney/stock-market-data

Stock Market Data (NASDAQ, NYSE, S&P500)

kaggle datasets download -d szrlee/stock-time-series-20050101-to-20171231

DJIA 30 Stock Time Series: Historical stock data for DIJA 30 companies (2006-01-01 to 2018-01-01). git

kaggle datasets download -d borismarjanovic/price-volume-data-for-all-us-stocks-etfs

The full historical daily price and volume data for all US-based stocks and ETFs trading on the NYSE, NASDAQ, and NYSE MKT.

kaggle datasets download -d andrewmvd/sp-500-stocks

S&P 500 Stocks (daily updated) Stock and company data on all members of the popular financial index.

kaggle datasets download -d mattiuzc/stock-exchange-data

Stock Exchange Data Daily Index Prices for Multiple Stock Exchanges

kaggle datasets download -d jacksoncrow/stock-market-dataset

Stock Market Dataset Historical daily prices of Nasdaq-traded stocks and ETFs

kaggle datasets download -d rohanrao/nifty50-stock-market-data

NIFTY 50 from NSE (National Stock Exchange) India. All datasets are at a day-level with pricing and trading values split across .cvs files for each stock along with a metadata file with some macro-information about the stocks itself. The data spans from 1st January, 2000 to 30th April, 202

kaggle datasets download -d qks1lver/amex-nyse-nasdaq-stock-histories

AMEX, NYSE, NASDAQ stock histories. End-of-day data of 8,000+ stocks trading on AMEX, NYSE, and NASDAQ

kaggle datasets download -d thabresh/nifty-bank-stocks-dataset

The dataset contains historical data for Nifty Bank stocks, which represent the performance of the banking sector in the Indian stock market. The dataset covers a period of 10 years, from 2012 to 2022.

kaggle datasets download -d zgrcemta/daily-updated-exchange-rates2015-now

Daily records of the top 56 global currencies from 2015 to 2023 Note: Currencies are based on "EUR"

kaggle datasets download -d brunotly/foreign-exchange-rates-per-dollar-20002019

Foreign Exchange Rates 2000-2019 Federal Reserve's time serie of foreign exchange rates per dollar


kaggle datasets download -d philmohun/cryptocurrency-financial-data

Complete Historical Cryptocurrency Financial Data. Top 200 Cryptocurrencies by Marketcap

kaggle datasets download -d sudalairajkumar/cryptocurrencypricehistory

Cryptocurrency Historical Prices. Prices of top cryptocurrencies including BTC, ETH, ADA, DOT and BNB

kaggle datasets download -d jessevent/all-crypto-currencies

Every Cryptocurrency Daily Market Price. Daily crypto markets open, close, low, high data for every token ever

Assets Price (Minute, High/Low/Volume/Open/Close/Price/...)

kaggle datasets download -d hk7797/stock-market-india

Stock Market India : Indian Stock Market (NSE) 1-Minute Data From Jan 2017

kaggle datasets download -d tencars/392-crypto-currency-pairs-at-minute-resolution

400+ crypto currency pairs at 1-minute resolution, Historical crypto currency data from the Bitfinex exchange including Bitcoin

kaggle datasets download -d jorijnsmit/binance-full-history

Binance Full History 1 minute candlesticks for all 2121 cryptocurrency pairs https://github.com/onchainification/candlestick_retriever

kaggle datasets download -d mczielinski/bitcoin-historical-data

Bitcoin Historical Data, Bitcoin data at 1-min intervals from select exchanges, Jan 2012 to March 2021



Kaggle Bankruptcy

kaggle datasets download -d utkarshx27/american-companies-bankruptcy-prediction-dataset

A novel dataset for bankruptcy prediction related to American public companies listed on the New York Stock Exchange and NASDAQ is provided. The dataset comprises accounting data from 8,262 distinct companies recorded during the period spanning from 1999 to 2018.

kaggle datasets download -d fedesoriano/company-bankruptcy-prediction

The data were collected from the Taiwan Economic Journal for the years 1999 to 2009. Company bankruptcy was defined based on the business regulations of the Taiwan Stock Exchange.



Other Trades

kaggle datasets download -d cnic92/200-financial-indicators-of-us-stocks-20142018

200+ Financial Indicators of US stocks (2014-2018): Each dataset contains 200+ financial indicators, that are commonly found in the 10-K filings each publicly traded company releases yearly, for a plethora of US stocks (on average, 4k stocks are listed in each dataset)

kaggle datasets download -d hk7797/mutual-fund-india

Mutual Fund India Daily Mutual Fund NAV Data: This dataset contains all mutual fund daily NAV data starting from 1st April 2006.

kaggle datasets download -d lakshyaag/india-trade-data

India - Trade Data: Trade statistics of India for export and import of commodities from 2010-2021

In this dataset, you will have access to information about blockchain blocks and transactions. All historical data are in the bigquery-public-data:crypto_bitcoin dataset. It’s updated it every 10 minutes. The data can be joined with historical prices in kernels. See available similar datasets here

kaggle datasets download -d johnharshith/hollywood-theatrical-market-synopsis-1995-to-2021

The Dataset contains various files illustrating statistics such as annual ticket sales, highest grossers each year since 1995, top grossing creative types, top grossing distributors, top grossing genres, top grossing MPAA ratings, top grossing sources, top grossing production methods and the number of wide releases each year by various distributors.

2. Backtesting Evaluation