Created
February 28, 2021 05:04
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Comparison of data discovery platforms
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| | Search | Recommendations | Schemas & Description | Data Preview | Column Statistics | Space/cost metrics | Ownership | Top Users | Lineage | Change Notification | Open Source | Documentation | Supported Sources | Push or Pull | | |
|-----------------------------|--------|-----------------|-----------------------|--------------|-------------------|--------------------|-----------|-----------|---------|---------------------|-------------|---------------|-------------------------------------------------------|--------------| | |
| Amundsen (Lyft) | ✔ | ✔ | ✔ | ✔ | ✔ | | ✔ | ✔ | Todo | | ✔ | ✔ | Hive, Redshift, Druit, RDBMS, Presto, Snowflake, etc. | Pull | | |
| Datahub (LinkedIn) | ✔ | | ✔ | | | | ✔ | ✔ | ✔ | | ✔ | ✔ | Hive, Kafka, RDBMS | Push | | |
| Metacat (Netflix) | ✔ | | ✔ | | ✔ | ✔ | | Todo | | Todo | ✔ | | Hive, RDS, Teradata, Redshift, S3, Cassandra | | | |
| Atlas (Apache) | ✔ | | ✔ | | | | | | ✔ | ✔ | ✔ | ✔ | HBase, Hive, Sqoop, Kafka, Storm | Push | | |
| Marquez (Wework | ✔ | | ✔ | | | | | | ✔ | | ✔ | | S3, Kafka | | | |
| Databook (Uber) | ✔ | | ✔ | ✔ | ✔ | | | | ✔ | | | | Hive, Vertica, MySQL, Postgress, Cassandra | | | |
| Dataportal (Airbnb) | ✔ | | ✔ | | ✔ | | ✔ | ✔ | | | | | Unknown | | | |
| Data Access Layer (Twitter) | ✔ | | ✔ | | | | | | ✔ | | | | HDFS, Vertica, MySQL | | | |
| Lexikon (Spotify) | ✔ | ✔ | ✔ | | | | ✔ | ✔ | | | | | Unknown | | |
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