data-tool-momentum.csv

snapshot_date,tool,slug,category,stars,forks,open_issues,pypi_downloads_month,npm_downloads_month,job_listing_count,star_growth_4w_pct,momentum_score,github,website
2026-09-13,LangChain,langchain,ai,146204,24430,490,198043044,,250,2.1,87,langchain-ai/langchain,https://www.langchain.com
2026-09-13,Hugging Face Transformers,transformers,ai,165234,34536,2421,129490498,,204,1.2,82,huggingface/transformers,https://huggingface.co
2026-09-13,PyTorch,pytorch,ml,102961,29210,17731,70920616,,481,0.8,78,pytorch/pytorch,https://pytorch.org
2026-09-13,Apache Spark,spark,processing,43985,29370,551,46171965,,1016,0.5,71,apache/spark,https://spark.apache.org
2026-09-13,Grafana,grafana,bi,76724,14726,3275,,,510,1.1,71,grafana/grafana,https://grafana.com
2026-09-13,Apache Airflow,airflow,orchestrator,46839,17820,2146,11652949,,500,1.1,70,apache/airflow,https://airflow.apache.org
2026-09-13,scikit-learn,scikit-learn,ml,67232,27391,2161,203648100,,158,0.6,70,scikit-learn/scikit-learn,https://scikit-learn.org
2026-09-13,Pandas,pandas,processing,49722,20375,2752,593078763,,155,0.7,68,pandas-dev/pandas,https://pandas.pydata.org
2026-09-13,dbt,dbt,transform,13810,2563,1525,46020501,,646,1.9,66,dbt-labs/dbt-core,https://www.getdbt.com
2026-09-13,Apache Kafka,kafka,streaming,33711,15512,554,,,711,1.1,63,apache/kafka,https://kafka.apache.org
2026-09-13,MLflow,mlflow,mlops,27933,6294,2094,30063374,,157,2.2,62,mlflow/mlflow,https://mlflow.org
2026-09-13,DuckDB,duckdb,warehouse,41190,3761,871,57709878,,18,3.3,61,duckdb/duckdb,https://duckdb.org
2026-09-13,Metabase,metabase,bi,49221,6814,4348,,,27,1.5,56,metabase/metabase,https://www.metabase.com
2026-09-13,Polars,polars,processing,39718,3097,2893,57856895,,12,1.4,55,pola-rs/polars,https://www.pola.rs
2026-09-13,Apache Superset,superset,bi,74742,18263,606,428837,,15,0.9,51,apache/superset,https://superset.apache.org
2026-09-13,Dagster,dagster,orchestrator,16142,2289,2590,8580884,,91,1.4,48,dagster-io/dagster,https://dagster.io
2026-09-13,Prefect,prefect,orchestrator,23829,2516,839,8814830,,49,1.3,48,PrefectHQ/prefect,https://www.prefect.io
2026-09-13,Ray,ray,processing,43786,8030,3611,27983677,,,0.9,47,ray-project/ray,https://www.ray.io
2026-09-13,Airbyte,airbyte,ingestion,22051,5345,2401,,,19,1.3,40,airbytehq/airbyte,https://airbyte.com
2026-09-13,Apache Flink,flink,streaming,26333,14027,368,,,130,0.4,38,apache/flink,https://flink.apache.org
2026-09-13,dlt,dlt,ingestion,5846,600,423,5482873,,,2.8,35,dlt-hub/dlt,https://dlthub.com
2026-09-13,Great Expectations,great-expectations,quality,11785,1837,37,21774088,,,0.8,32,great-expectations/great_expectations,https://greatexpectations.io
2026-09-13,Feast,feast,mlops,7264,1432,440,501017,,,1.1,29,feast-dev/feast,https://feast.dev
2026-09-13,Redash,redash,bi,28793,4627,805,,,,0.3,29,getredash/redash,https://redash.io
2026-09-13,Mage,mage,orchestrator,8823,989,623,23063,,,0.5,22,mage-ai/mage-ai,https://www.mage.ai
2026-09-06,Soda Core,soda-core,quality,2421,285,201,,,,0.8,21,sodadata/soda-core,https://www.soda.io