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Exploratory Data Analysis (EDA)

1. Data Cleaning

2. Exploratory Data Analysis

3. Data Visualization

  • Matplotlib: Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Seaborn: Statistical data visualization in Python.
  • Plotly: The interactive graphing library for Python ✨
  • PyGWalker: Turn your Pandas dataframe into an interactive Tableau-style User-Interface for Visual Analysis.

Docusaurus supports Markdown and a few additional features.

Front Matter

Markdown documents have metadata at the top called Front Matter:

my-doc.md
---
id: my-doc-id
title: My document title
description: My document description
slug: /my-custom-url
---

## Markdown heading

Markdown text with [links](./hello.md)

Regular Markdown links are supported, using url paths or relative file paths.

Images

Regular Markdown images are supported.

You can use absolute paths to reference images in the static directory (static/img/logo.png):

![Docusaurus logo](/img/logo.png)

Docusaurus logo

You can reference images relative to the current file as well. This is particularly useful to colocate images close to the Markdown files using them:

![Docusaurus logo](./img/logo.png)

Code Blocks

Markdown code blocks are supported with Syntax highlighting.

src/components/HelloDocusaurus.js
function HelloDocusaurus() {
return (
<h1>Hello, Docusaurus!</h1>
)
}
src/components/HelloDocusaurus.js
function HelloDocusaurus() {
return <h1>Hello, Docusaurus!</h1>;
}

Admonitions

Docusaurus has a special syntax to create admonitions and callouts:

My tip

Use this awesome feature option

:::

Take care

This action is dangerous

My tip

Use this awesome feature option

Take care

This action is dangerous

MDX and React Components

MDX can make your documentation more interactive and allows using any React components inside Markdown:

export const Highlight = ({children, color}) => (
<span
style={{
backgroundColor: color,
borderRadius: '20px',
color: '#fff',
padding: '10px',
cursor: 'pointer',
}}
onClick={() => {
alert(`You clicked the color ${color} with label ${children}`)
}}>
{children}
</span>
);

This is <Highlight color="#25c2a0">Docusaurus green</Highlight> !

This is <Highlight color="#1877F2">Facebook blue</Highlight> !

This is Docusaurus green !

This is Facebook blue !