Uploaded April 2022 | Updated September 2026, 6 hours ago

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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: kaggle.com/robikscube/economic-analysis-with-pandas-youtube-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: twitch.tv/medallionstallion_

My other videos:

Speed Up Your Pandas Code: youtube.com/watch?v=SAFmrTnEHLg
Speed up Pandas Code: youtube.com/watch?v=SAFmrTnEHLg
Intro to Pandas video: youtube.com/watch?v=_Eb0utIRdkw
Exploratory Data Analysis Video: youtube.com/watch?v=xi0vhXFPegw

Working with Audio data in Python: youtube.com/watch?v=ZqpSb5p1xQo
Efficient Pandas Dataframes: youtube.com/watch?v=u4_c2LDi4b8

* Youtube: youtube.com/@robmulla?sub_confirmation=1
* Discord: discord.gg/HZszek7DQc
* Twitch: twitch.tv/medallionstallion_
* Twitter: twitter.com/Rob_Mulla
* Kaggle: kaggle.com/robikscube

#python #pandas #datascience