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dMLTresearch

★ 41 Open GitHub ↗

Beginner friendly guide into the world of investing, quant data analysis and algorithmic trading.

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[//]: # "START - Navigation between Markdown pages inside of GitHub."

••• **[home](/README.md)** ••• **[docs](/docs/index.md)** ••• **[scripts](/scripts/index.md)** •••

[//]: # "END - Navigation between Markdown pages inside of GitHub."

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<img src="/src/static/img/markus-spiske-5gGcn2PRrtc-unsplash.jpg" width="100%" height="300">
 Photo by <a href="https://unsplash.com/@markusspiske?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText">Markus Spiske</a> on <a href="https://unsplash.com/?utm_source=unsplash&amp;utm_medium=referral&amp;utm_content=creditCopyText">Unsplash</a>

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••• dMLTresearch •••
• AWESOME INVESTING •

• investing services and tools • financial data • quantitative analysis • algorithmic trading •
 • data science • python • pine script • programing tools • languages and frameworks •

---

• FINANCE •

<details open><summary>essentials</summary>
 
---

• [Bloomberg](https://www.bloomberg.com/) • [TradingEconomics Calendar](https://tradingeconomics.com/calendar) • [MacroTrends](http://www.macrotrends.net/) • [MarketMilk](https://marketmilk.babypips.com) • [TradingView](https://www.tradingview.com/) • [DocoH](https://docoh.com/) • [Tradingster COT Reports](https://www.tradingster.com) • [Investopedia](https://www.investopedia.com/) • [Quantocracy](https://quantocracy.com) •

---

</details>

<details><summary>alternatives</summary>
 
---

**cryptocurrencies** • [defiprime](https://defiprime.com/) • [cosmos network](https://cosmos.network/)  •

---

</details>

<details><summary>data warehouses</summary>

---

**macroeconomics** • [TradingEconomics](https://tradingeconomics.com/) • [IHS Markit](https://ihsmarkit.com/) •

**macroeconomics** • **central banks** • [US Federal Reserve (FED)](https://www.federalreserve.gov/) • [US Securities and Exchange Commision (SEC)](https://www.sec.gov/) [[ [US SEC EDGAR Search](https://www.sec.gov/edgar/search-and-access) ]] • [European Central Bank (ECB)](https://www.ecb.europa.eu/) [[ [ECB Statistical Data Warehouse (SDW) ](https://sdw.ecb.europa.eu/) • [ECB SDW Search](https://sdw.ecb.europa.eu/intelligentsearch/) ]] • [Bank of England (BoE)](https://www.bankofengland.co.uk/) • [Bank of Japan (BoJ)](https://www.boj.or.jp/en/index.htm/) •

**macroeconomics** • **world banks** • [World Bank](https://www.worldbank.org/) [[ [World Bank Datacatalog](https://datacatalog.worldbank.org/) ]] • [Bank for International Settlements (BIS)](https://www.bis.org) • [International Monetary Fund (IMF)](https://www.imf.org/) •

**statistics** • **europe** • [EuroStat](https://ec.europa.eu/eurostat/) • [European National Statistical Institutes](https://ec.europa.eu/eurostat/web/links) •

**statistics** • **uk** • [UK Statistical System](https://www.statisticsauthority.gov.uk/) • [UK GOV Open Data](https://data.gov.uk/) • [London DataStore](https://data.london.gov.uk) •

**statistics** • **us** • [US Bureau of Economic Analysis](https://www.bea.gov/)

**trading data** • [Nasdaq](https://www.nasdaq.com/) [[ *features* • [Data Link (Quandl)](https://data.nasdaq.com/) • [Trading Halts](http://www.nasdaqtrader.com/Trader.aspx?id=TradeHalts) ]] • [NYSE](https://www.nyse.com/) [[ *features* • [Trading Halts](https://www.nyse.com/trade-halt-current) ]] • [ICE](https://www.ice.com/) • [CME Group](https://www.cmegroup.com/) [[ [CME Group Block Trades](https://www.cmegroup.com/clearing/operations-and-deliveries/accepted-trade-types/block-data.html) ]] • [MacroTrends](http://www.macrotrends.net/) • [Yahoo Finance](https://finance.yahoo.com/) • [Google Finance](https://www.google.com/docs/) • [Tradingster COT Reports](https://www.tradingster.com) •

**trading data** • **dashboards** • [Bloomberg Professional](https://www.bloomberg.com/professional/) • [Money Net](https://www.money.net/) • [Tiingo](https://www.tiingo.com/) • [KoyFin](https://www.koyfin.com/) • [DarQube](https://darqube.io/) •

**trading data** • **research** • [DocoH](https://docoh.com/) • [Morningstar Professional](https://www.morningstar.com/products) • [SimplyWall.st](https://simplywall.st/) • [Wallmine](https://wallmine.com/) • [FinViz](https://finviz.com) • [StockRover](https://www.stockrover.com/) • [Atom Finance](https://atom.finance/) • [TipRanks](https://www.tipranks.com/) • [Yewmo Edge](https://edge.yewno.com/) • [Sentieo](https://sentieo.com/) • [TIKR Terminal](https://tikr.com) • [EZ Stock Screener](https://www.ezstockscreener.com) • [Insider Finance](https://insiderfinance.io/) • [Quiver Quant](https://www.quiverquant.com) • [BusinessQuant](https://businessquant.com/) •

---

</details>

<details><summary>insights</summary>

---

**calendar** • [TradingEconomics](https://tradingeconomics.com/calendar) • [BabyPips](https://www.babypips.com/economic-calendar) • [Forex Factory](https://www.forexfactory.com/calendar) • [MetaTrader Calendar](https://www.mql5.com/en/economic-calendar) •

**communities** • [seekingalpha](https://seekingalpha.com/) • [stocktwits](https://stocktwits.com/) •

**education** • [Investopedia](https://www.investopedia.com/) • [Quantocracy](https://quantocracy.com) •
  
**indices** • [Bloomberg Currency Indices](https://www.bloomberg.com/professional/product/indices/bloomberg-currency-indices/) • [ICE U.S. Dollar Index (USDX)](https://www.theice.com/forex/usdx) •

**forex** • [MarketMilk](https://marketmilk.babypips.com) • [BabyPips](https://www.babypips.com/) •

**intelligence** • [World Economic Forum](https://www.weforum.org/) • [CME Group Insights](https://www.cmegroup.com/insights.html)

**news** • [Bloomberg](https://www.bloomberg.com/) • [Wall Street Journal](https://www.wsj.com/) • [Barrons](https://www.barrons.com/) • [Financial Times](https://www.ft.com) • [Reuters](https://www.reuters.com/) • [MarketWatch](https://www.marketwatch.com/) • [Tiingo](https://www.tiingo.com/) • [Benzinga](https://pro.benzinga.com/) • [IMF Finance and Development](https://www.imf.org/external/pubs/ft/fandd/index.htm) • [TechCrunch](https://techcrunch.com/) •

**sentiment** • [CME Group Market Sentiment Meter](https://www.cmegroup.com/tools-information/market-sentiment-meter.html) • [IG Client Sentiment](https://www.dailyfx.com/sentiment) • [IG Client Sentiment Report](https://www.dailyfx.com/sentiment-report)

---

</details>

<details><summary>tools and services</summary>

---

**brokers** • [Alpaca](https://alpaca.markets/) • [OandA](https://www.oanda.com/) • [WealthSimple](https://www.wealthsimple.com/) • [Nutmeg](https://www.nutmeg.com) • [Interactive Brokers](https://www.interactivebrokers.com/) • [Trading212](https://www.trading212.com/) • [FreeTrade](https://freetrade.io/) • [Interactive Investor](https://www.ii.co.uk/) •

**brokers** • **Proprietary Trading Firms** • [FTMO](https://ftmo.com/en/) • [Darwinex](https://www.darwinex.com) •

**charts** • [TrendSpider](https://trendspider.com) • [AutoChartist](https://www.autochartist.com/) • [yCharts](https://ycharts.com) •

**charts** • **TradingView** • [TradingView](https://www.tradingview.com/) [[ *docs* • [PineScript V4](https://www.tradingview.com/pine-script-docs/en/v4/Introduction.html) • *features* • [Spark](https://www.tradingview.com/sparks/) • [Formula Charts](https://www.tradingview.com/chart/AAPL/ZtMqr022-Create-Your-Own-Formula-and-Chart-It/) • [Heatmaps](https://www.tradingview.com/heatmap/stock/?color=change&dataset=SPX500&group=sector&size=market_cap_basic) • *education* • [Kodify](https://kodify.net/tradingview-programming-articles/) • [TradingCode](https://www.tradingcode.net/tradingview-pine-script-course/) • *status* • [Status](https://status.tradingview.com) ]] •

**charts** • **MetaTrader** • [MetaTrader 5](https://www.metatrader5.com) [[ *docs* [MetaQuotes (MQL5)](https://www.metatrader5.com/en/automated-trading/mql5) ]] •
  
**open source** • [agora](https://github.com/HP4k1h5/agora/) • [ghostfolio](https://github.com/ghostfolio/ghostfolio/) •

**portfolio** • **analysis** • [Portfolio Performance](https://www.portfolio-performance.info/en/) •
  
**portfolio** • **risk management** • [Ziggma](https://ziggma.com/) • [Risk-O](http://www.risk-o.com/) •

**portfolio** • **trading journals** • [EdgeWonk](https://edgewonk.com) • [TradesViz](https://www.tradesviz.com) • [TraderVue](https://www.tradervue.com) •

---

</details>

• QUANT •

<details open><summary>essentials</summary>
 
---

• [GitHub](https://github.com/) • [DataCamp](https://www.datacamp.com) • [Kaggle](https://www.kaggle.com) • [Tradologics](https://tradologics.com/) •

---

</details>

<details><summary>algorithmic trading</summary>

---

**backtest** • [QuantRocket](https://www.quantrocket.com) • [Blueshift](https://blueshift.quantinsti.com) • [TradingView](https://www.tradingview.com/) • [Tradewell](https://www.tradewell.app/)

**backtest** • **Backtrader** • [Backtrader](https://backtrader.com) • [Data Feeds](https://www.backtrader.com/docu/datafeed/) •

**backtest** • **QuantConnect** • [QuantConnect](https://www.quantconnect.com) [[ *features* • [LEAN Trading Engine](https://www.lean.io) • [LEAN CLI](https://www.lean.io/cli/) ]] •
  
**backtest** • **TradingView PineScript** • [PineScript Libraries](https://www.tradingview.com/pine-script-docs/en/v5/concepts/Libraries.html) •
  
**education** • **TradingView PineScript** • [PineCoders](https://www.pinecoders.com/) • [PineScript V4 Docs](https://www.tradingview.com/pine-script-docs/en/v4/Introduction.html) •

**strategy automation** • [Tradologics](https://tradologics.com/) • [Bots.io](https://www.bots.io) • [BreakingEquity](https://www.breakingequity.com) •

---

</details>

<details><summary>python</summary>

---

**environment** • [Repl.it](https://replit.com/) • [PythonAnywhere](https://www.pythonanywhere.com/) • [Anaconda](https://www.anaconda.com/) • [DataLore](https://datalore.jetbrains.com/) • [Deepnote](https://deepnote.com/) •

**environment** • **IDEs** • [Python in VS Code](https://code.visualstudio.com/docs/python/python-tutorial) • [Spyder](https://www.spyder-ide.org/) • [DataSpell](https://www.jetbrains.com/dataspell/) •

**package managers** • [Python Package Index](https://pypi.org/) • [pip](https://pypi.org/project/pip/) • [pipenv](https://pypi.org/project/pipenv/) • [conda](https://docs.conda.io/en/latest/) • [poetry](https://python-poetry.org/) •

**packages** • **data retrieval** • [yfinance](https://pypi.org/project/yfinance/) • [tiingo](https://pypi.org/project/tiingo/) • [tradingview-ta](https://pypi.org/project/tradingview-ta/) •

**packages** • **data storage** • [PyStore](https://pypi.org/project/PyStore/) •

**packages** • **data visualization** • [bqplot](https://pypi.org/project/bqplot/) •

**resources** • [Python Org](https://www.python.org/) •

</details>

<details><summary>postgre sql</summary>

---

**environment** • [Supabase](https://supabase.com/) •

**resources** • [PostgreSQL Org](https://www.postgresql.org/) •

</details>

<details><summary>tools</summary>

---

**environment** • [GitHub Codespaces](https://github.com/features/codespaces) • [CodeSandbox](https://codesandbox.io) •

**environment** • **vs code** • [Visual Studio Code](https://code.visualstudio.com) • [Getting started](https://code.visualstudio.com/docs/introvideos/basics) •

**tunnel** • [Ngrox](https://ngrok.com) •

**version control** • [GitHub](https://github.com/) • [GitHub Docs](https://docs.github.com/) • [Awesome READMEs](https://awesomegithubprofile.tech) •

---

</details>

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