Data Analysis w/ Python 3 and Pandas
Total watch time
2h 30m
at 1× speed · exactly 2 hours, 29 minutes, 33 seconds at 1×
| 1× | 2h 29m 33s |
|---|---|
| 1.25× | 1h 59m 38s |
| 1.5× | 1h 39m 42s |
| 1.75× | 1h 25m 27s |
| 2× | 1h 14m 47s |
Average video24m 56s
Longest32m 13s
Shortest20m 19s
Remaining—
Plan to finish
About 3 days at an hour a day
Pick a daily pace and the days you'll watch. Ticked videos are skipped.
Days
At one hour a day, every day, this playlist takes about 3 days. Turn on JavaScript to plan around your week.
Subscribe (keeps updating)
Google Calendar (first session)
The .ics file imports into Google Calendar, Apple Calendar and Outlook — one event per study day listing that day's videos. Subscribing instead keeps the plan in step with the playlist: new videos become new sessions. In Google Calendar use Other calendars → From URL with the copied feed URL.
Videos (6)
2h 30m in total · tick what you've watched
Tick videos you've watched — progress is saved in this browser.
| Watched | ||||
|---|---|---|---|---|
| 1 |
|
21:36 | 2019-02-25 | |
| 2 |
|
27:44 | 2019-02-26 | |
| 3 |
|
20:19 | 2019-02-27 | |
| 4 |
|
20:38 | 2019-02-28 | |
| 5 |
|
32:13 | 2019-03-01 | |
| 6 |
|
27:03 | 2019-03-04 |
No videos match that filter.
Data from the YouTube Data API as of 2026-09-22 (cached). Private or deleted videos are excluded from totals.