semvec/pypi-packages huggingface dataset:
RapidEDA 0.1
Rapid Automated Exploratory Data Analysis for any dataset.
License: MIT
Keywords: EDA,AutoEDA,automated eda

# Rapid_EDA
A Python package for Automated Exploratory Data Analysis for Machine Learning in python.

### Automated EDA for Machine Learning
It gives shape,summary, number of categorical and numerical features, description of the dataset, and also the information about the number of null values.

### Installation
```sh
pip install RapidEDA
```
### Get Started
Load the module
```sh
from RapidEDA.eda import eda, eda_report
```
### Automated Report Generation for Machine Learning
Report contains sample of data, shape, number of numerical and categorical features, data uniqueness information, description of data, and null information.

```sh
df = sns.load_dataset('tips')
report = eda_report(df)
```

## License

MIT
universal-id 1.0.4
A library to generate random, sequential and hashing UUID
License: MIT
Keywords: uuid,uuidv6

from universal_id.uuid5 import url_hashing_uuidfrom universal_id.uuid5 import url_hashing_uuidfrom universal_id.uuid6 import sequential_uuidfrom universal_id.uuid6 import sequential_uuid# py-universal-id

A Python library to generate UUID version 4 and 5, based on [RFC4122](https://datatracker.ietf.org/doc/html/rfc4122)
and version 6 based
on [RFC4122 2021 draft edition](https://datatracker.ietf.org/doc/html/draft-peabody-dispatch-new-uuid-format).

# Examples

## Random UUID

```python
# Generate new random UUID (version 4)
from universal_id import *

id = random_uuid()
print(id)

uuid_bytes = bytes(id)  # Get bytes of uuid
uuid_str = str(id)  # convert uuid to string
```

## Sequential UUID

```python
# Generate new sequential UUID (version 6)
from universal_id import *

id = sequential_uuid()
id2 = sequential_uuid()

assert id2 < id
```

## Hashing UUID

```python
# Generate new hashing UUID for a url (UUID version 5)
from universal_id import *

# Same value should generate the same UUID 
id1 = url_hashing_uuid("http://example.com")
id2 = url_hashing_uuid("http://example.com")

assert id1 == id2
```