sfu-db/dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code. observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2670
- days_rel: n/a
- days_push: 797
- n_releases_24m: 0
Adoption not part of the score
2248 stars · 226 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
DataPrep is a Python library for low-code data preparation, offering modules to collect data from common APIs (connector), run fast exploratory data analysis with interactive profile reports (eda), and clean/standardize messy data (clean). It works with Pandas and Dask DataFrames and is designed for notebook users.
Use cases
- generate an eda profile report from a pandas dataframe
- clean and standardize addresses or phone numbers in a dataset
- collect data from twitter or other apis into a dataframe
- explore a dataset with a few lines of code
- prepare messy csv data for machine learning
- visualize column distributions in a notebook
When to avoid
- you need a full ETL pipeline orchestration tool
- your data sources are unsupported by the connector
- you need a highly maintained library with frequent updates
- you prefer writing explicit custom cleaning logic
Facets
library · maturity maintenance
data-science data-visualization web-scraping etl analytics data-science data-visualization analytics python cross-platform eda data-cleaning data-connector low-code pandas dask profile-report exploratory-data-analysis data-engineering
3 sources
- readme: https://github.com/sfu-db/dataprep · fetched 2026-08-28 · 73ade4d2d404
- homepage: http://dataprep.ai · fetched 2026-08-29 · ab5e31194204
- registry_pypi: https://pypi.org/pypi/dataprep/json · fetched 2026-08-29 · 4a58141c68ce
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| sfu-db/dataprep | main | 23 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem