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Don't Use This Code • James Powell

Don't Use This Code • James Powell

@dutctv
Est. 2023·United States·English·~3 vids/wk
New on TrySpansa

Don't Use This Code • James Powell is a Tech and Education YouTube creator with 2.7K subscribers and 122K total views. The channel covers python programming, coding tutorials, software development, data analysis, scientific computing. Active for 3 years, the channel publishes about 3 videos per week. Videos average 259 views each. Based in United States, the channel's primary language is English. YouTube channels with 1K–10K sub channels typically charge between $50 and $500 per sponsored video. Book a sponsorship directly on TrySpansa.

2,700Subscribers
471Total Videos
121,893Total Views
Source: YouTube Data API

Audience Insights for Don't Use This Code • James Powell

See the data agencies & brands use to evaluate sponsorship fit

Views / Video284K
Impressions1.2M
Age Demographics
13-17
8%
18-24
35%
25-34
28%
35-44
16%
45-54
8%
55-64
3%
65+
2%
Gender Split
Male 62%Female 36%Other 2%
Core: Male 18-24
Top Countries
🇺🇸United States
28%
🇬🇧United Kingdom
18%
🇧🇷Brazil
12%
🇮🇳India
9%
🇩🇪Germany
7%
Traffic Sources
Search
34%
Suggested
24%
External
14%
Browse
12%
Content Performance
128KAvg Views
4.2%CTR
+1.2KNet Subs
3:42Watch Time
Subscriber Growth
6 mo agoToday
Device Split
Desktop
48%
Mobile
34%
Tablet
11%
TV
7%
Watch Time
8:42Avg Duration
42%Retention
2.1MHours
6.8Views/Visit
Content Type
Long-form
55%
Shorts
28%
Live
12%
Members
5%
Free · 10 seconds · No credit cardSee Don't Use This Code • James Powell’s audience data

Niches

TechEducation

About

Don’t Use This Code offers a wide range of Python training courses for building large-scale, production systems. We can craft targeted curricula on topics such as: • Scientific Computing with NumPy, pandas, and Xarray • Fundamentals of Programming for Analysts • Introduction to Python and Mastering pandas for Data Analysis • Dashboarding & Data Pipelines in Python • Web Scraping & Text Parsing for ETL Get in touch to see how can benefit your team! James Powell is the founder and lead instructor at Don’t Use This Code and serves as Chairman of the NumFOCUS Board of Directors, helping to oversee the governance and sustainability of all of the major tools in the Python data analysis ecosystem (i.e., pandas, NumPy, Jupyter, Matplotlib). Cameron Riddell joined Don’t Use This Code in 2021 after working in academia studying various aspects of psychology. Our resident pandas & matplotlib expert, he takes a data-driven, analytical approach to his work and research.

Recent Videos

The Most Important Part of Game Development | Code Scrabble Like an Expert Part 3
Code Your Game with Adaptive Strategies #coding #python #gamedev
How to Use AI with Security and Sovereignty | The Python Exchange April 2026
Can Polars Handle Measurements to Change? | Is Polars Overhyped? Part 5
Polars vs Pandas: Unlocking Powerful List & Struct Data Types
The Game Has to Be Playable... | Code Scrabble Like an Expert Part 2
Test Your Code for SPEED | Is Polars Overhyped? Part 4
Don't Make This Mistake Coding Scrabble!

Channel data updated May 2026

youtube.com/@dutctv
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Channel VideosDon't Use This Code • James Powell
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YouTube Data API: 2,700 subscribers
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Meta Ads (SaaS)$8.75
Mesha 2025
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Using Tech benchmark: 3.6% (Electronics & Appliances) · Skailama 2026
Using Tech benchmark: 1.6× /year · Beans 2021 freq × Bluecore/MobiLoud RPR
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Methodology & sourcesNot sourced from YouTube
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Topicsclassified by TrySpansa

python programmingcoding tutorialssoftware developmentdata analysisscientific computingasynchronous programmingtype hintingpython librariescode optimizationdebugging techniquesgui developmentpython trainingadvanced pythonproduction systemsprogramming education

Resources

The Brief Isn't Dead. Unstructured Briefs Are. →NY Synthetic Performer Law: AI Clauses Your Deal Needs →Creator Payment Rails 2026: 5 Compared (Plus 1 Imposter) →

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