tiktoken
pypi package · declared by 126 of 2,343 sampled repositories · graph computed 2026-08-24
Counted from the runtime dependencies public repositories declare — not the resolved tree. A transitive dependency is a consequence; a declared one is a choice. Development dependencies are excluded because they repeat across every project in a language regardless of what is being built.
Declared with
ranked by association, not by count| Declared with | Repositories | vs chance |
|---|---|---|
| openai | 56 of 2,343 | 0.52 |
| tenacity | 22 of 2,343 | 0.45 |
| anthropic | 20 of 2,343 | 0.45 |
| prompt-toolkit | 10 of 2,343 | 0.41 |
| langchain-community | 12 of 2,343 | 0.39 |
| google-genai | 11 of 2,343 | 0.39 |
| datasets | 17 of 2,343 | 0.36 |
| aiohttp | 19 of 2,343 | 0.35 |
| langchain | 14 of 2,343 | 0.34 |
| litellm | 13 of 2,343 | 0.34 |
| pandas | 29 of 2,343 | 0.34 |
| networkx | 10 of 2,343 | 0.33 |
| tqdm | 27 of 2,343 | 0.33 |
| colorama | 8 of 2,343 | 0.32 |
| setuptools | 11 of 2,343 | 0.31 |
| scikit-learn | 16 of 2,343 | 0.31 |
| beautifulsoup4 | 13 of 2,343 | 0.30 |
| loguru | 12 of 2,343 | 0.30 |
| transformers | 21 of 2,343 | 0.30 |
| pydantic-settings | 18 of 2,343 | 0.29 |
Every pair above is counted from the same evidence: repo manifest.
Used instead
candidates · shares a neighbourhood and refuses to co-occurNo alternative measured. A pair qualifies only if it shares a neighbourhood and then fails to appear together against an expectation that it would — and almost everything that shares a neighbourhood does appear together. That is the test working, not a gap in the data: similarity alone would list this tool’s closest neighbours as alternatives, and most of them are things it is used with.