The Ultimate Python Roadmap: From Beginner to Expert in 2025!
Published August 11, 2023
This video has 1.76M views and 25.2K likes, ranking #2,242,454 globally among tracked YouTube videos by view count.
At a glance
Views
1,768,934
Likes
25,294
Comments
122
Performance vs. channel
Outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
The Ultimate Python Roadmap: From Beginner to Expert in 2025! Do you want to embark on an exciting journey into the world of Python programming world? Join us on a transformative journey as we unravel the Python Roadmap from its foundational basics to the realm of advanced topics. Whether you're a coding newbie or lo…
- Published
- August 11, 2023
- 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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