Uploaded November 2022 | Updated September 2026, 2 hours ago

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Using Python and Pandas to do Data Wrangling of SEC Data LIVE!
Live stream from Nov 15, 2022.

Github code: github.com/RobMulla/twitch-stream-projects/tree/main/052-sec-data
Watch live on twitch: twitch.tv/medallionstallion_

Timeline:

00:00 Loading Up
02:00 Background
10:00 Notebook Setup
28:00 SEC Form Data
40:00 Picking Companies
1:00:00 Subsetting Fields
1:11:00 Plotting Net Income
1:22:00 Plotting by Company
1:35:00 Gamestop Net Income
1:45:00 Earning per Share
2:00:00 Wrap Up

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