Economic Data Analysis Project with Python Pandas - Data scraping, cleaning and exploration!

In this video kaggle grandmaster Rob Mulla takes you through an economic data analysis project with python pandas. We walk through the process of pulling down the data for different economic indicators, cleaning and joining the data. Using the Fred api you can pull up to date data and compare, analyze and explore. Copy and edit the notebook from the tutorial: Timeline: 00:00 Intro 01:05 API Setup 06:26 Search Economic Indicators 10:35 Pull Economic Data 13:37 Joining Indicators 25:59 Plotting with Plotly 27:27 Bar Chart of Unemployment 36:50 Unemployment vs Participation Follow me on twitch for live coding streams: My other videos: Speed Up Your Pandas Code: Speed up Pandas Code: Intro to Pandas video: Exploratory Data Analysis Video: Working with Audio data in Python: Efficient Pandas Dataframes: * Youtube: @robmulla?sub_confirmation=1 * Discord: * Twitch: * Twitter: * Kaggle: #python #pandas #datascience