librariesData
Data libraries
125 guides in this shelf, each one written to answer whether you should use the thing, not to sell it.
What our runs found on this shelf
We installed 125 of these 125 packages in a clean container and recorded what happened. The median install took 0.6s and left 13 MB on disk across 3 packages. fsspec was the quickest at 0.2s. The lightest was fsspec at 1 MB; the heaviest, pyspark, pulled 473 MB. 4 of them reported at least one known vulnerability at install time.
Numbers come from our own runs, not from the packages\u2019 own claims. How we test \u2192
- numpy · PyPI
- fsspec · PyPI
- pandas · PyPI
- pyarrow · PyPI
- sqlalchemy · PyPI
- s3fs · PyPI
- lxml · PyPI
- openpyxl · PyPI
- scipy · PyPI
- pg · npm
- networkx · PyPI
- psycopg2-binary · PyPI
- redis · PyPI
- alembic · PyPI
- matplotlib · PyPI
- snowflake-connector-python · PyPI
- cheerio · npm
- ioredis · npm
- sympy · PyPI
- pypdf · PyPI
- narwhals · PyPI
- sqlparse · PyPI
- psycopg · PyPI
- xmltodict · PyPI
- asyncpg · PyPI
- drizzle-orm · npm
- d3 · npm
- awswrangler · PyPI
- csv-parse · npm
- python-docx · PyPI
- xlsxwriter · PyPI
- prisma · npm
- pymongo · PyPI
- PyMySQL · PyPI
- kysely · npm
- postgres · npm
- fast-csv · npm
- papaparse · npm
- sqlglot · PyPI
- mongodb · npm
- mysql2 · npm
- exceljs · npm
- xlrd · PyPI
- fuse.js · npm
- redis · npm
- smart-open · PyPI
- aiosqlite · PyPI
- shapely · PyPI
- xlsx · npm
- polars · PyPI
- plotly · PyPI
- pypdfium2 · PyPI
- pdfminer.six · PyPI
- ipykernel · PyPI
- duckdb · PyPI
- numba · PyPI
- nbconvert · PyPI
- pyspark · PyPI
- better-sqlite3 · npm
- confluent-kafka · PyPI
- peewee · PyPI
- pymssql · PyPI
- elasticsearch · PyPI
- databricks-sql-connector · PyPI
- notebook · PyPI
- opensearch-py · PyPI
- altair · PyPI
- pdfplumber · PyPI
- imageio · PyPI
- graphviz · PyPI
- lunr · npm
- fastavro · PyPI
- statsmodels · PyPI
- gspread · PyPI
- mysql-connector-python · PyPI
- jupyterlab · PyPI
- mongoose · npm
- pdfkit · npm
- lmdb · npm
- patsy · PyPI
- weasyprint · PyPI
- gcsfs · PyPI
- pyodbc · PyPI
- h5py · PyPI
- seaborn · PyPI
- rbush · npm
- clickhouse-connect · PyPI
- html5lib · PyPI
- knex · npm
- dask · PyPI
- node-cache · npm
- dbt-core · PyPI
- supabase · PyPI
- oracledb · PyPI
- @sqltools/formatter · npm
- sql-escaper · npm
- streamlit · PyPI
- tedious · npm
- great-expectations · PyPI
- pydeck · PyPI
- @upstash/redis · npm
- cache-manager · npm
- sql-formatter · npm
- robots-parser · npm
- pyproj · PyPI
- pandas-gbq · PyPI
- js-sdsl · npm
- sqlalchemy-utils · PyPI
- pyiceberg · PyPI
- kafka-python · PyPI
- pydot · PyPI
- daff · PyPI
- bitarray · PyPI
- PyPDF2 · PyPI
- geopandas · PyPI
- yfinance · PyPI
- trino · PyPI
- @neondatabase/serverless · npm
- deltalake · PyPI
- pyathena · PyPI
- csv-parser · npm
- z-schema · npm
- gcloud-aio-bigquery · PyPI
- pymupdf4llm · PyPI
- openlineage-python · PyPI