Fix broken datasets url

[xnuohz]

Close #10346, #10510, #10396, #10525

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 85.09%. Comparing base (c211214) to head (a3aa4f9).
⚠️ Report is 142 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master   #10415      +/-   ##
==========================================
- Coverage   86.11%   85.09%   -1.02%     
==========================================
  Files         496      510      +14     
  Lines       33655    35964    +2309     
==========================================
+ Hits        28981    30604    +1623     
- Misses       4674     5360     +686     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

[yfiua]

Can you plz merge? @wsad1

[puririshi98]

once you fix changelog, please share logs for a succesful run of each of these tests using https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pyg/tags.
I asked since github CI skips them

[xnuohz]

[puririshi98]

@akihironitta @rusty1s @wsad1 looks like i cant merge this one, lgtm

[Mullerio]

Hi, came here because #10510 since I am currently participating in the TopoBench Challenge.

For the Twitch case, I think the current implementation has a Bug

The data file from https://snap.stanford.edu/data/twitch.zip has a different naming convention for the English and Portuguese, which is why the current implementation fails for those cases.

The folder for English is named "ENGB" and the one for Portuguese is "PTBR".

[xnuohz]

@Mullerio thanks for pointing that out, fixed.