https://github.com/brianruizy/data-visualization

Personal track demo of pure Python data visualizations
https://github.com/brianruizy/data-visualization

data-visualization matplotlib pandas plotly python seaborn

Last synced: about 2 months ago
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Personal track demo of pure Python data visualizations

• Host: GitHub
• URL: https://github.com/brianruizy/data-visualization
• Owner: BrianRuizy
• Created: 2019-04-30T03:40:38.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2022-06-21T23:01:20.000Z (over 2 years ago)
• Last Synced: 2024-11-03T17:43:05.802Z (3 months ago)
• Topics: data-visualization, matplotlib, pandas, plotly, python, seaborn
• Language: Python
• Homepage:
• Size: 18.6 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        


     

    Data Visualization 📈📊





Data visualization demonstration using the power of Python. 

This repo. is solely educational.



## About

Most of the implementation files are simple scripts which showcase each type of plot and what you can achieve to display with them. Although, there are more powerful BI tools for data exploration Python has been proven to be optimal at times when reproducibility is significant. Also, Python is many times cheaper to implement, thus the most cost-efficient!

Tools include: [Pandas](https://pandas.pydata.org/), 

[Matplotlib](https://matplotlib.org/), 

[Seaborn](https://seaborn.pydata.org/), 

[Plotly](https://plot.ly/)

## Usage

```Python 

import pandas as pd

import matplotlib.pyplot as plt

import seaborn as sns

```

## The Plots...

### 1. Univariate plotting



### 2. Bivariate plotting



### 3. Plot Styling

### 4. Plotting with Seaborn



### 5. Faceting with Seaborn



### 6. Multivariable plotting

### 7. Plotting with Plotly

------

#### © [Brian Ruiz](https://github.com/BrianRuizy)