Python Quantitative Finance & Stock Analysis Course (Pandas, NumPy, SciPy) 🐍 - **Python Stock Tickers: Download ALL Exchange Data (API to Pandas DataFrame) Part 1** 🐍

Master Python for Stock Analytics: From Data Download to Custom Analysis Tools

5.0 (1)

14 learners

What you'll learn

Analyze and filter stock data using Python and Pandas.
Download and manage historical stock data in CSV format.
Visualize stock performance with plots and correlation matrices.
Create and install a custom stock analysis library with Python.

This course includes

1.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

python pandas python for stock analysis python data science stock python programming stocks data analysis stock market investing analysis pandas

Full Transcript

@MattMacarty ## 🐍 Python Stock Analysis Course Part 1: Get ALL Stock Tickers on an Exchange (NYSE/NASDAQ) via API to Pandas Welcome to Part 1 of the **Python Stock Analysis Course**! This foundational video shows you how to take the crucial first step for any financial application: **acquiring a full, current list of stock tickers** (metadata) for a major exchange. We use the Python `requests` library to fetch data from an **end-of-day data API** and then efficiently transform the JSON response into a working **Pandas DataFrame**. ### 💻 Course Goal: By the end of this series, you will have a functioning tool to speed your analysis of markets and individual stocks. ✅ **Please SUBSCRIBE:** https://www.youtube.com/subscription_center?add_user=mjmacarty ✅ **Get the Code:** https://github.com/mjmacarty/python-stock-analysis --- ### Part 1: What You Will Learn * **Data Acquisition:** Use an API to get a listing of every security traded on an exchange. * **Libraries:** Master the use of `requests` (API calls) and `pandas` (DataFrame creation). * **Foundation:** Set up the structure for high-level analysis and individual security processing. Contents: 0:00 Introduction & Course Goal 0:40 Data Source & API Key Setup 1:45 Defining the Ticker Acquisition Function 3:15 API Call & JSON to Pandas DataFrame 4:35 Inspecting the Tickers Data Result ### 🎥 Course Series Playlist: | Video | Title | Link | | :--- | :--- | :--- | | **Part 1** | **How to Get a List of Stocks on an Exchange** | [https://youtu.be/bKUZrBAzqJs](https://youtu.be/bKUZrBAzqJs) | | Part 2 | [Part 2 Video Title] | [https://youtu.be/KKVZHKDEKFA](https://youtu.be/KKVZHKDEKFA) | | Part 3 | [Part 3 Video Title] | [https://youtu.be/emHY55Svxac](https://youtu.be/emHY55Svxac) | | Part 4 | [Part 4 Video Title] | [https://youtu.be/dPloA2TAo_c](https://youtu.be/dPloA2TAo_c) | | Part 5 | [Part 5 Video Title] | [https://youtu.be/OYS75jihV5Y](https://youtu.be/OYS75jihV5Y) | | Part 6 | [Part 6 Video Title] | [https://youtu.be/Ox7qVlfNYNE](https://youtu.be/Ox7qVlfNYNE) | | Part 7 | [Part 7 Video Title] | [https://youtu.be/lqeGdfprKn0](https://youtu.be/lqeGdfprKn0) | | Part 8 | [Part 8 Video Title] | [https://youtu.be/qkLBdazECss](https://youtu.be/qkLBdazECss) | | Part 9 | [Part 9 Video Title] | [https://youtu.be/oVKevwdOl4A](https://youtu.be/oVKevwdOl4A) | | Part 10 | [Part 10 Video Title] | [https://youtu.be/NO4u7HW8uBo](https://youtu.be/NO4u7HW8uBo) | | Part 11 | [Part 11 Video Title] | [https://youtu.be/XFuOftGQZY4](https://youtu.be/XFuOftGQZY4) | | Part 12 | [Part 12 Video Title] | [https://youtu.be/UyCr6Cd4erw](https://youtu.be/UyCr6Cd4erw) | ### 🔗 Resources & Disclaimers * **EODHistoricalData Special Pricing (Referral):** https://eodhistoricaldata.com/alphabench * ***This video is for educational purposes only. The information provided should not be construed as investment advice. *** \#PythonForFinance \#StockAnalysis \#API \#Pandas \#PythonTutorial \#DataAcquisition \#StockTickers \#NYSE \#NASDAQ \#PythonProgramming