Data Analysis with Python: Part 1 of 6 (Live Course)
Published August 15, 2020
This video has 1.18M views and 13.8K likes, ranking #2,137,318 globally among tracked YouTube videos by view count.
At a glance
Views
1,187,386
Likes
13,888
Comments
236
Performance vs. channel
Outlier score
Engagement rate
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We're working on new analytics and tools. Stay tuned.
About
“Data Analysis with Python: Zero to Pandas” is a practical, beginner-friendly, and coding-focused introduction to data analysis covering the basics of Python, Numpy, Pandas, data visualization and exploratory data analysis. You can learn more and register for a Certificate of Accomplishment at http://zerotopandas.com …
- Published
- August 15, 2020
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
Frequently asked questions
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View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
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