10

8

6

4

2


9.3

10.0
marimo

7.6

8.5
AWS Data Wrangler

5.5
0.0
Optimus

2.0
1.8
Zef
1.5

3.2
Google Analytics Extractor
1.4

8.3
convtools

7 Data Analysis packages and projects

  • marimo

    9.3 10.0 Python
    A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

  • AWS Data Wrangler

    7.6 8.5 Python
    pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

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  • Optimus

    5.5 0.0 Python
    :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

  • Zef

    2.0 1.8 Python
    Toolkit for graph-relational data across space and time

  • Google Analytics Extractor

    1.5 3.2 Python
    Tool for extracting Google Analytics data suitable for migrating to other platforms/databases

  • convtools

    1.4 8.3 Python
    convtools is a specialized Python library for dynamic, declarative data transformations with automatic code generation

  • Blueprint

    0.3 - Python
    Synthetic dataset generation library

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