semvec/pypi-packages huggingface dataset:
Vizeda 1.2.1
EDA, Cleaning and Visualizations in an Instant!
Requires Python: >=3.6

# Vizeda: Instant EDA and Data Visualization for Python
Author: Shreyas Madhav A V (avshreyasmadhav@gmail.com)

Vizeda is a powerful Python library designed to make exploratory data analysis (EDA) a breeze. With just a few lines of code, you can perform comprehensive EDA on your clean CSV datasets and create stunning visualizations of all attributes. Say goodbye to the hassle of manually inspecting and plotting data – Vizeda has got you covered!

## aboutit() Function
The aboutit() function reads a CSV file and displays the following information about the dataset:

#### Name of the file
#### Size of the file
#### Number of rows and columns
#### Column names and their data types
#### Top 5 rows
#### Last 5 rows
#### Summary statistics 

```python
import vizeda as vz

#For a CSV
vz.aboutit("example.csv") 

#For a Dataframe
vz.aboutit(df)

```


## cleanit() Function
The cleanit() function takes a DataFrame or a CSV file as its argument. It performs the following cleaning tasks:

#### Replaces null values based on the provided argument (zero, average, previous reading; default is average of the column).
#### Deletes duplicate rows.
#### Drops columns with more than 50% null values.
#### Detects categorical columns and performs one-hot encoding.

```python
import vizeda as vz

#For a CSV
# null strategy can be on of {average ,null ,previous}
vz.cleanit("example.csv", null_strategy) 

#For a Dataframe
vz.cleanit(df,null_strategy)

```

## graphit() Function
The graphit() function reads a CSV file and generates exploratory data analysis visualizations:

#### Correlation matrix
#### Various graphs for all columns of the dataset

```python
import vizeda as vz

#For a CSV
# null strategy can be on of {average ,null ,previous}
vz.graphit("example.csv") 

#For a Dataframe
vz.graphit(df)

```
hirmeos-crossref-citedby-driver 0.1.2
Functions required by the crossref-citedby-driver
Requires Python: >=3.10

=======================
crossref-citedby-driver
=======================

Library containing logic for the OPERAS crossref-citedby-driver.

Allows users to fetch citations from the crossref cited-by API.


Release Notes:
==============

[0.1.2] - 2023-08-29
--------------------

Changed:
    - Process all citations - not just those for DOIs that match the the
      DOI prefix associated with Crossref account.


[0.1.1] - 2023-07-28
--------------------

Added:
    - Attempt to fix breaking changes: Temporarily added fetch_citation_xml,
      get_crossref_citations and get_citation_data functions

Changed:
    - **Bugfix** | Timestamp format now uses "YYYY-MM-DD", not "YYYYMMDD"


[0.1.0] - 2023-07-28
--------------------

Changed:
    - Functions are now run as methods, via the CrossrefCitedByClient class

Removed:
    - **breaking** | All functions removed; replaced with CrossrefCitedByClient


[0.0.5] - 2023-07-26
--------------------

Added:
    - Better "best guess" for crossref DOI published date
    - Determine the prime-doi for an aliasd DOI

Changed:
    - Switched project to using build and toml configuration


[0.0.4] - 2023-06-09
--------------------

Added:
    - Unittests

Changed:
    - Set `feature` to "xml" rather than "lxml" when reading XML using BeautifulSoup


[0.0.3] - 2022-03-24
--------------------

Changed:
    - Update requirements


[0.0.2] - 2022-03-24
--------------------

Changed:
    - Update requirements
neco-f 0.0.14
一个鱼龙混杂的库
Requires Python: >=3.6

# neco_f
 一个鱼龙混杂的python库
 ## 包括但不限于
 - 网络爬虫
 - 图像处理
 - 字符串处理
 - 彩色打印
 - 音乐播放
 - crypto解密
 - 日志
 - 文件更新
edgetest-hub 2023.8.0
Edgetest hub plugin

# Edgetest hub plugin

![PyPI - Python Version](https://img.shields.io/pypi/pyversions/edgetest-hub)
[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/ambv/black)
[![PyPI version](https://badge.fury.io/py/edgetest-hub.svg)](https://badge.fury.io/py/edgetest-hub)
[![Anaconda-Server Badge](https://anaconda.org/conda-forge/edgetest-hub/badges/version.svg)](https://anaconda.org/conda-forge/edgetest-hub)

[Full Documentation](https://capitalone.github.io/edgetest-hub/)

Table Of Contents
-----------------

- [Install](#install)
- [Getting Started](#getting-started)
- [Contributing](#contributing)
- [License](#license)

Install
-------

Installation from PyPI:

```console
$ python -m pip install edgetest-hub
```


Installation from conda-forge:

```console
$ conda install -c conda-forge edgetest-hub
```


Getting Started
---------------

This plugin uses [hub](https://github.com/github/hub) to enable automating Pull Requests from the results of
[edgetest](https://github.com/capitalone/edgetest). This is intended to be used on Jenkins, but can be
used from any machine with `git` and `hub` installed.

To use this plugin, add an ``edgetest.hub`` section to your configuration:

```ini
[edgetest.hub]
git_url = github.com  # optional
git_repo_org = org-name
git_repo_name = repo-name
git_username = Jenkins  # optional
git_useremail = noreply@capitalone.com  # optional
updater_branch = dep-updates  # optional
pr_to_branch = develop  # optional
pr_reviewers = fdosani  # comma seperated github ids
open_issue_on_fail = True  # True or False if you want an issue to be created when tests fail
```
- ensure you have an environment variable `GITHUB_TOKEN` set. This token should have permissions to interact with the
  GitHub repo in question.
- `git` is installed.
- `hub` is installed. See [here](https://hub.github.com/).

That's it! the plugin will automatically be called after the tests finish.

- It will check for `GITHUB_TOKEN`before continuing.
- The first step configures `git` and the `updater_branch`.
  - will delete the `updater_branch` if it exists remotely or locally.
- Then commits `setup.cfg` and `requirements.txt` and submits a PR for review.


Contributing
------------

See our [developer documentation](https://capitalone.github.io/edgetest-hub/developer.html).

We welcome and appreciate your contributions! Before we can accept any contributions, we ask that you please be sure to
sign the [Contributor License Agreement (CLA)](https://cla-assistant.io/capitalone/edgetest-hub)

This project adheres to the [Open Source Code of Conduct](https://developer.capitalone.com/resources/code-of-conduct/).
By participating, you are expected to honor this code.

License
-------

Apache-2.0