beautifulsoup4

pypi package · declared by 102 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

Tools declared alongside this one, ranked by association strength
Declared with	Repositories	vs chance
lxml	17 of 2,343	0.59
pymupdf	9 of 2,343	0.42
playwright	12 of 2,343	0.41
requests	40 of 2,343	0.37
httpx	28 of 2,343	0.31
aiofiles	9 of 2,343	0.31
tiktoken	13 of 2,343	0.30
pillow	18 of 2,343	0.28
aiohttp	12 of 2,343	0.28
openai	23 of 2,343	0.27
langchain	9 of 2,343	0.27
loguru	9 of 2,343	0.27
python-dotenv	25 of 2,343	0.27
numpy	28 of 2,343	0.24
jinja2	10 of 2,343	0.23
sqlalchemy	8 of 2,343	0.23
pyyaml	22 of 2,343	0.23
pydantic	28 of 2,343	0.21
psutil	8 of 2,343	0.21
scikit-learn	8 of 2,343	0.19

Every pair above is counted from the same evidence: repo manifest.

Used instead

candidates · shares a neighbourhood and refuses to co-occur

No 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.