ds-proj-cc
DS Profiler
A lightweight Python toolkit for dataset profiling, statistical summaries, missing-value detection, duplicate detection, and numerical anomaly detection.
Install
pip install ds-proj-cc
Usage
from ds_proj_cc import profile, summarize, detect_anomalies
data = [
{"name": "Alice", "age": 21, "score": 85},
{"name": "Bob", "age": 22, "score": 91},
{"name": "Charlie", "age": None, "score": 78},
]
print(profile(data))
print(summarize(data))
print(detect_anomalies(data))
Author
Chirantan Chakraborty
1 maintainer
Release files for ds-proj-cc 0.1.3
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Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ds_proj_cc-0.1.3.tar.gz | 6.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ds_proj_cc-0.1.3-py2.py3-none-any.whl | Python 3, Python 2 | none | any | Details |
Total release size: 10.6 kB
Release files / ds_proj_cc-0.1.3.tar.gz
| Download URL | ds_proj_cc-0.1.3.tar.gz |
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| Size | 6.4 kB |
| Tags | Source |
|
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uv/0.12.19 {"installer":{"name":"uv","version":"0.12.19","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / ds_proj_cc-0.1.3-py2.py3-none-any.whl
| Download URL | ds_proj_cc-0.1.3-py2.py3-none-any.whl |
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| Size | 4.2 kB |
| Tags | Python 2 Python 3 |
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uv/0.12.19 {"installer":{"name":"uv","version":"0.12.19","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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