# PyData: Latest YouTube Videos & Shorts

Markdown version of https://vidiq.com/youtube-stats/channel/@pydatatv/videos/ from vidIQ YouTube Stats. Link to that page, not to this file.

As of 2026-11-08, PyData has 173,000 subscribers, 15,509,474 total views, and 4,970 videos. It ranks #426,441 by subscribers among channels tracked by vidIQ.

The most recent uploads from [PyData](https://vidiq.com/youtube-stats/channel/@pydatatv/). Each video links to its own stats page. The page lists the rest of the channel's videos to signed-in vidIQ users.

## About this sample

- The latest upload vidIQ has for PyData is “Peter Wang's Thoughts on Challenges to Radical Innovation \| GM5 S3E5”, a Short published Nov 6, 2026.
- These are PyData’s 48 most recent public uploads vidIQ has data for, published between Aug 23, 2026 and Nov 6, 2026 (36 long-form videos and 12 Shorts).
- Median views across these 48 uploads: 1,213. 24 videos are above that median and 24 below.
- Most viewed in the sample: “Demystifying Agentic AI Using Small Language Models \[PyCon DE & PyData 2026\]” (9,719 views, Aug 25, 2026). Least viewed: “Coming tomorrow: Episode 4 of Give Me 5 Season 3, featuring Katrina Riehl!” (108 views, Oct 28, 2026).
- Median length: 29:44 for 36 long-form videos; 0:52 for 12 Shorts.
- In this sample, PyData’s consecutive uploads were a median of 1 day apart (shortest gap 0 days, longest 13 days).
- Views are lifetime totals as of Nov 8, 2026, so newer uploads have had less time to collect them. These figures describe only the videos listed here, not the whole channel, and do not show why any video performed as it did. Dates are UTC.

## Recent uploads

| Video | Published (UTC) | Format | Views | Duration | Outlier score |
| --- | --- | --- | --- | --- | --- |
| [Peter Wang's Thoughts on Challenges to Radical Innovation \| GM5 S3E5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/UggIlL_jRFU/) | 2026-11-06 | Short | 1,117 | 1:12 | 8.58x |
| [Peter Wang: The Internet’s Serendipity Era Is Ending \| Give Me 5, Season 3, Episode 5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/y3B6mITlvuc/) | 2026-11-05 | Long-form | 848 | 6:11 | - |
| [Quick Fire Questions with Peter Wang \| GM5 S3E5 Preview](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/qnPjQkKKuNs/) | 2026-11-04 | Short | 844 | 0:55 | 5.3x |
| ["Start Small" - Katrina Riehl's advice to new members of the community \| Give Me 5 S3E4](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/bcoA24CWI74/) | 2026-11-03 | Short | 129 | 0:43 | - |
| [Quick Fire Round: Katrina Riehl in Give Me 5 Season 3, Episode 4](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/QK1DjxOZB0s/) | 2026-10-29 | Short | 177 | 0:58 | - |
| [Katrina Riehl: From Fruit Flies to Python \| Give Me 5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/P7rOy0sfidU/) | 2026-10-29 | Long-form | 1,239 | 6:23 | 1x |
| [Coming tomorrow: Episode 4 of Give Me 5 Season 3, featuring Katrina Riehl!](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/dCVnrsI0AaI/) | 2026-10-28 | Short | 108 | 1:01 | - |
| [PyData Chicago Meet-Up: Oct 22, 2026](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/CrkJGtj8rrU/) | 2026-10-27 | Long-form | 1,312 | 51:25 | 1.06x |
| [Ralf Gommers' path to NumPy and SciPy \| Give Me 5, Season 3, Episode 3](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/pztmOgPakOA/) | 2026-10-26 | Short | 175 | 0:34 | - |
| [Beyond RAG: Designing AI Agent Playbooks for Complex Customer Support \| Akshay Danthi](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/m9HJkFvHeRk/) | 2026-10-25 | Long-form | 1,537 | 27:47 | 1.22x |
| [Lifetimes in the Wild: How Reaper's Rust Editor Backend uses 'a without fear \| Asha Somayajula](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/lv8R8Ym14pU/) | 2026-10-25 | Long-form | 1,383 | 29:10 | 1.13x |
| [How LLMs Recall \| Ayoub Ghriss](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/Y3qlj4vTNxg/) | 2026-10-25 | Long-form | 1,260 | 40:54 | 1.03x |
| [Comparing Promises, Observables, & Signals \| Lance Finney](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/wEsmayYvsAY/) | 2026-10-25 | Long-form | 933 | 33:14 | - |
| [Backpropagation Based Systems as a Model of Human Cognition \| Michael Crist](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/vj43wVmKDo4/) | 2026-10-25 | Long-form | 1,585 | 43:54 | 1.14x |
| [From Zero to Cloud in 30 Minutes \| Kyle Cunningham](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/jIwXX50PPRc/) | 2026-10-25 | Long-form | 958 | 35:03 | - |
| [Local AI Agents on Modest Hardware \| Garry Capps](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/HWkTTRiBxMI/) | 2026-10-25 | Long-form | 1,252 | 28:06 | - |
| [Airflow for Geospatial Pipelines \| Kevin Lai](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/dPiNDNU-pgE/) | 2026-10-25 | Long-form | 1,187 | 23:43 | - |
| [Ralf Gommers' journey into open source \| Give Me 5 Season 3, Episode 3](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/QA6bBBfaTBQ/) | 2026-10-24 | Short | 1,031 | 0:43 | 4.04x |
| [Quick Fire Round with Ralf Gommers (GM5 S3E3)](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/JYZ2zsZSBAs/) | 2026-10-23 | Short | 379 | 0:32 | 1.51x |
| [Ralf Gommers: Maintaining NumPy and SciPy for 15 Years \| Give Me 5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/uzo-O1CIbvs/) | 2026-10-22 | Long-form | 1,168 | 6:14 | - |
| [Building AI solution for massive test generation in leading web server security product](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/NUdt80F0YsU/) | 2026-10-15 | Long-form | 1,556 | 41:12 | - |
| [GM5 S3E2 just dropped, featuring Abby Tse!](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/qpcSa1bpWBo/) | 2026-10-15 | Short | 257 | 0:36 | 1x |
| [Abby Tse: From IBM Engineer to Community Leader \| Give Me 5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/V5qbiTrEBCo/) | 2026-10-15 | Long-form | 1,079 | 5:13 | - |
| [The Data Analyst Isn’t Disappearing, but the Job is Changing - Cassandra Collier](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/yvlDiqf7CH8/) | 2026-10-14 | Long-form | 1,827 | 1:19:00 | 1.15x |
| [Give Me 5 Season 3 is live!](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/CFxiR2GVwC8/) | 2026-10-13 | Short | 141 | 0:49 | - |
| [Ananya Sharma - Detecting and Mitigating Bias in Mortgage Lending - PyData Boston Sept Meetup](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/MXTLExcekNw/) | 2026-10-13 | Long-form | 1,601 | 27:18 | 1.01x |
| [Sebastian Wallkötter - The physics behind (self-)hosting LLMs - PyData Boston Sep Meetup](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/z6qatytg32k/) | 2026-10-13 | Long-form | 1,569 | 34:30 | - |
| [Krithika Murugesan - Building Agentic AI Systems - PyData Boston Sep Meetup](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/NOWyyYycZ4c/) | 2026-10-13 | Long-form | 1,411 | 27:12 | - |
| [Konstantinos Tsoumas: Open Source Is a People Model \| Give Me 5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/iKJvUalB-0g/) | 2026-10-08 | Long-form | 1,597 | 6:25 | - |
| [Give Me 5 Season 3 Coming Oct. 8](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/ONcIHc17gaI/) | 2026-10-01 | Long-form | 1,309 | 2:04 | - |
| [Give Me 5 Season 2 BONUS CONTENT: "4 voices, 1 Community."](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/qs-tyhq3WiU/) | 2026-09-28 | Short | 258 | 1:15 | - |
| [PyData Amsterdam 2026 \| Aftermovie](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/mgjZwaFb3HQ/) | 2026-09-25 | Long-form | 2,256 | 2:35 | 1.09x |
| [PyData Chicago Meetup: Sept. 17, 2026](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/_UdRuek25Gg/) | 2026-09-21 | Long-form | 1,655 | 36:21 | - |
| [Mohamed Rashad - Building a production-ready agentic harness from scratch and scaling it](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/ZrO55sK3d2I/) | 2026-09-17 | Long-form | 6,914 | 56:12 | 3.86x |
| [Behind-the-scenes of Give Me 5: Bonus convo with the team behind GM5](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/7tdbC9812Qk/) | 2026-09-15 | Long-form | 1,025 | 5:43 | - |
| [The AI Security Paradox: Asymmetric Threats and the Future of Defense - Ammar Alim](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/gEJwgEF2jSs/) | 2026-09-10 | Long-form | 1,380 | 38:19 | - |
| [PyData Chicago Meetup: August 2026](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/J974ioFjVF0/) | 2026-08-28 | Long-form | 2,374 | 1:12:33 | 1.62x |
| [Demystifying Agentic AI Using Small Language Models \[PyCon DE & PyData 2026\]](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/nk5BNz8v_9E/) | 2026-08-25 | Long-form | 9,719 | 32:01 | 10.38x |
| [Tidy Finance in Practice: How Explicit Assumptions Avoid Bad Investment Strategies](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/QAxh5FpVqT8/) | 2026-08-25 | Long-form | 2,019 | 30:29 | 4.14x |
| [Mastering the Hex: A Case Study in Reinforcement Learning for Strategy Games](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/Cp2KOlwDix8/) | 2026-08-25 | Long-form | 1,379 | 30:36 | 2.86x |
| [Building Agentic Systems with Python, LangGraph, MCP, and A2A \[PyCon DE & PyData 2026\]](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/rJKBnHYicQA/) | 2026-08-25 | Long-form | 4,198 | 46:54 | 8.88x |
| [Octopus AutoML: Extracting Signal from Small and High-Dimensional Data \[PyCon DE & PyData 2026\]](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/YPY0lY6tDvM/) | 2026-08-25 | Long-form | 1,561 | 29:09 | 3.3x |
| [From Research Models to SLAs: Operationalizing TSFMs with Python \[PyCon DE & PyData 2026\]](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/QkBtqERDlpg/) | 2026-08-25 | Long-form | 490 | 30:35 | - |
| [Building Secure Environments for CLI Code Agents \[PyCon DE & PyData 2026\]](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/PEJakKxVh1c/) | 2026-08-25 | Long-form | 475 | 30:18 | 1.18x |
| [Season Highlights: Give Me 5 Season 2](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/XNUlb3B1q5k/) | 2026-08-24 | Short | 393 | 2:22 | 1.32x |
| [Opening Day 2 - PyData & PyCon Yerevan 2026](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/l9OMHgMrGDQ/) | 2026-08-23 | Long-form | 360 | 1:31 | 1.57x |
| [Closing Ceremony - PyData & PyCon Yerevan 2026](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/56jM4n8oy5U/) | 2026-08-23 | Long-form | 292 | 6:33 | - |
| [Recursive Language Models: Architectural Fragilities and the Path Toward Robust Agentic Intelligence](https://vidiq.com/youtube-stats/channel/@pydatatv/videos/0vaXNRBhDaU/) | 2026-08-23 | Long-form | 494 | 22:26 | 1.25x |

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