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April 4, 2021 18:00
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2021 Data Council OSS Survey Summary
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| Project name | Total votes | Active users | |
|---|---|---|---|
| Airbyte | 13 | 7 | |
| Airlift | 1 | 1 | |
| Amundsen | 37 | 21 | |
| Apache Airflow | 68 | 57 | |
| Apache Arrow | 23 | 20 | |
| Apache Arrow Flight | 1 | 0 | |
| Apache Atlas | 1 | 0 | |
| Apache Beam | 4 | 2 | |
| Apache Calcite | 1 | 0 | |
| Apache Cassandra | 4 | 4 | |
| Apache Curator | 1 | 1 | |
| Apache DataFusion | 1 | 1 | |
| Apache DataSketches | 1 | 1 | |
| Apache Drill | 1 | 1 | |
| Apache Druid | 20 | 20 | |
| Apache ECharts | 1 | 0 | |
| Apache Flink | 30 | 21 | |
| Apache Gobblin | 13 | 12 | |
| Apache Hadoop | 3 | 3 | |
| Apache HBase | 1 | 1 | |
| Apache Hudi | 10 | 9 | |
| Apache Iceberg | 10 | 4 | |
| Apache Ignite | 1 | 0 | |
| Apache Impala | 1 | 1 | |
| Apache Kafka | 28 | 19 | |
| Apache NiFi | 3 | 3 | |
| Apache Pinot | 26 | 21 | |
| Apache Pulsar | 4 | 3 | |
| Apache Solr | 1 | 1 | |
| Apache Spark | 37 | 29 | |
| Apache Submarine | 1 | 1 | |
| Apache Superset | 55 | 40 | |
| Apache ZooKeeper | 1 | 1 | |
| Argo | 3 | 1 | |
| Atlantis | 1 | 0 | |
| AWS Deequ | 1 | 0 | |
| Azkaban | 1 | 1 | |
| Backstage | 1 | 1 | |
| Benthos | 1 | 0 | |
| Bitwarden | 1 | 1 | |
| black | 1 | 1 | |
| BlazingSQL | 1 | 1 | |
| Caddy | 1 | 1 | |
| Caliban | 1 | 0 | |
| CatBoost | 1 | 1 | |
| Chart.js | 1 | 1 | |
| Checkov | 1 | 1 | |
| Chromium | 1 | 1 | |
| ClickHouse | 3 | 1 | |
| cloudquery | 1 | 0 | |
| CML | 3 | 3 | |
| CockroachDB | 2 | 0 | |
| Concord | 1 | 1 | |
| CORAL | 1 | 0 | |
| Cortex.dev | 1 | 1 | |
| Dagster | 54 | 44 | |
| Dask | 25 | 22 | |
| Databricks | 1 | 0 | |
| DataFrame | 1 | 1 | |
| DataHub | 12 | 9 | |
| DataScript | 1 | 0 | |
| dbt | 75 | 51 | |
| Debezium | 3 | 2 | |
| Delta Lake | 7 | 4 | |
| Django | 1 | 1 | |
| Docker | 1 | 1 | |
| Dremio OSS | 1 | 0 | |
| Dropbox OSS | 1 | 0 | |
| DuckDB | 7 | 5 | |
| DVC | 5 | 3 | |
| DynamicFactory | 1 | 1 | |
| Estuary Flow | 1 | 0 | |
| EventNative | 1 | 0 | |
| Fair Change | 1 | 0 | |
| fastai | 3 | 2 | |
| FastAPI | 3 | 2 | |
| Faust | 1 | 1 | |
| Feast | 3 | 0 | |
| FlinkK8sOperator | 1 | 1 | |
| Flutter | 1 | 1 | |
| Flyte | 24 | 18 | |
| Gatsby | 1 | 1 | |
| GitHub | 1 | 1 | |
| Grafana | 4 | 3 | |
| Great Expectations | 40 | 23 | |
| Hopsworks | 11 | 11 | |
| Hugging Face | 4 | 3 | |
| Hugging Face Transformers | 1 | 1 | |
| Istio | 1 | 0 | |
| Java | 1 | 1 | |
| Jina | 1 | 0 | |
| jsonargparse | 1 | 1 | |
| Jupyter | 5 | 5 | |
| JupyterLab | 4 | 4 | |
| jupyterlab-git | 1 | 1 | |
| Kata Containers | 1 | 0 | |
| Kedro | 11 | 10 | |
| Keras | 1 | 0 | |
| Knative | 1 | 1 | |
| Koalas | 2 | 1 | |
| Kodi | 1 | 1 | |
| Kornia | 1 | 1 | |
| Kubeflow | 4 | 1 | |
| Kubernetes | 9 | 6 | |
| lakeFS | 7 | 7 | |
| Lightning Flash | 1 | 1 | |
| LookML | 1 | 0 | |
| Luigi | 1 | 0 | |
| Marquez | 3 | 2 | |
| marshmallow | 1 | 1 | |
| Materialize | 2 | 1 | |
| Matplotlib | 2 | 2 | |
| Mattermost | 1 | 0 | |
| MeiliSearch | 8 | 5 | |
| Meltano | 7 | 5 | |
| Metabase | 6 | 6 | |
| Metaflow | 6 | 1 | |
| Micronaut | 1 | 0 | |
| Milvus | 1 | 1 | |
| MindsDB | 1 | 1 | |
| MinIO | 1 | 0 | |
| MLflow | 6 | 5 | |
| MMDetection | 1 | 1 | |
| Modin | 1 | 0 | |
| mordecai | 1 | 1 | |
| n8n | 1 | 1 | |
| Neo4j | 1 | 0 | |
| Neovim | 1 | 1 | |
| Netlify CMS | 1 | 1 | |
| next.js | 1 | 0 | |
| NGINX | 1 | 1 | |
| Node-RED | 1 | 1 | |
| npm | 1 | 1 | |
| Numba | 2 | 2 | |
| NumPy | 1 | 0 | |
| OpenLineage | 4 | 1 | |
| OpenStreetMap | 1 | 1 | |
| OpenTelemetry | 2 | 2 | |
| Orchest | 2 | 2 | |
| pandas | 15 | 11 | |
| Panel | 2 | 2 | |
| Pangeo | 1 | 0 | |
| Papercups | 1 | 1 | |
| papermill | 2 | 2 | |
| PostgreSQL | 4 | 4 | |
| PostHog | 9 | 5 | |
| Prefect | 42 | 34 | |
| PrestoDB | 7 | 7 | |
| Prisma | 1 | 0 | |
| Project Nessie | 1 | 1 | |
| Prometheus | 1 | 0 | |
| PyArrow | 2 | 1 | |
| PyCaret | 1 | 0 | |
| pydantic | 1 | 1 | |
| PySpark | 1 | 1 | |
| Python | 3 | 2 | |
| PyTorch | 8 | 7 | |
| PyTorch Geometric | 1 | 1 | |
| PyTorch Ignite | 1 | 1 | |
| PyTorch Lightning | 11 | 11 | |
| PyTorch Lightning Flash | 1 | 1 | |
| PyTorch Metric Learning | 1 | 0 | |
| Qri | 1 | 1 | |
| QuestDB | 1 | 1 | |
| R | 3 | 3 | |
| RAPIDS | 1 | 1 | |
| Ray | 14 | 6 | |
| Rayon | 1 | 0 | |
| React | 1 | 0 | |
| Redash | 1 | 1 | |
| Redis | 1 | 1 | |
| RLlib | 1 | 0 | |
| Robocorp | 1 | 1 | |
| RStudio | 2 | 2 | |
| RudderStack | 14 | 14 | |
| Rust | 1 | 1 | |
| scikit-learn | 2 | 2 | |
| Scrapy | 1 | 1 | |
| Sentry | 1 | 0 | |
| shiny | 1 | 1 | |
| Singer | 1 | 1 | |
| Snowplow | 2 | 2 | |
| Soda SQL | 4 | 2 | |
| spaCy | 4 | 3 | |
| Spring Boot | 2 | 2 | |
| SQLAlchemy | 4 | 4 | |
| SQLFluff | 3 | 1 | |
| Stemma | 1 | 0 | |
| Strapi | 2 | 1 | |
| Streamlit | 5 | 3 | |
| Supabase | 1 | 0 | |
| Svelte | 1 | 0 | |
| Take Two | 1 | 0 | |
| TensorFlow | 2 | 2 | |
| Terraform | 3 | 3 | |
| TexStudio | 1 | 1 | |
| TFDV | 1 | 1 | |
| TFX | 1 | 1 | |
| Tidyverse | 1 | 1 | |
| til.dev | 1 | 1 | |
| torchvision | 1 | 1 | |
| TranKit | 1 | 0 | |
| Trino | 49 | 43 | |
| Truth Loop | 1 | 1 | |
| Turing.jl | 1 | 0 | |
| Typesense | 1 | 1 | |
| Vaex | 1 | 0 | |
| Vega | 1 | 1 | |
| VitePress | 1 | 1 | |
| Weights and Biases | 1 | 1 | |
| Whale | 13 | 11 | |
| xarray | 1 | 0 | |
| Yauaa | 1 | 1 | |
| YugabyteDB | 1 | 0 |
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