Metadata-Version: 2.5
Name: ds-proj-cc
Version: 0.1.3
Summary: A lightweight dataset profiling toolkit
Project-URL: Homepage, https://github.com/WeiWuxian0609/ds-proj-cc
Project-URL: Issues, https://github.com/WeiWuxian0609/ds-proj-cc/issues
Author-email: Chirantan Chakraborty <cchirantan1@gmail.com>
License-Expression: MIT
License-File: LICENSE
Keywords: dataset profiler,tds
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Education
Description-Content-Type: text/markdown

# ds-proj-cc

**DS Profiler**

A lightweight Python toolkit for *dataset profiling, statistical summaries, missing-value detection, duplicate detection, and numerical anomaly detection.*

## Install

```bash
pip install ds-proj-cc
```

## Usage

```python
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**
