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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 !