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Top 8 Python data-exploration Projects
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
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Optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark (by ironmussa)
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Project mention: [D] Is accurately estimating image quality even possible? | /r/MachineLearning | 2023-04-22
Github: https://github.com/cleanlab/cleanvision Blogpost: https://cleanlab.ai/blog/cleanvision/
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Project mention: Show HN: PipeRider – open-source Data Impact Analysis for dbt changes | news.ycombinator.com | 2023-09-06
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Python data-exploration related posts
- Show HN: PipeRider – open-source Data Impact Analysis for dbt changes
- Reimagining Santa Clause with Stable Diffusion
- Reimagining Santa Claus with Stable Diffusion
- [D] Is accurately estimating image quality even possible?
- [P] Kangas 2.0: EDA for Computer Vision Datasets
- Kangas – Exploratory Data Analysis for Computer Vision Datasets
- [P] CleanVision: Audit your Image Data for better Computer Vision
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A note from our sponsor - InfluxDB
www.influxdata.com | 28 Mar 2024
Index
What are some of the best open-source data-exploration projects in Python? This list will help you:
Project | Stars | |
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1 | ydata-profiling | 11,923 |
2 | pygwalker | 9,418 |
3 | sweetviz | 2,823 |
4 | dataprep | 1,898 |
5 | Optimus | 1,434 |
6 | cleanvision | 910 |
7 | piperider | 467 |
8 | pandas-paddles | 4 |