|
1 | | -# Matplotlib_CodeDump |
2 | | - Data visualization |
| 1 | +[](https://github.com/mohd-faizy) |
| 2 | + |
| 3 | + |
| 4 | + |
| 5 | + |
| 6 | +[](https://github.com/mohd-faizy/Learn_Matplotlib) |
| 7 | + |
| 8 | + |
| 9 | +# Matplotlib |
| 10 | + |
| 11 | + |
| 12 | + |
| 13 | +Welcome to the Matplotlib repository! This repo is dedicated to providing helpful resources, tutorials, and examples for using the Matplotlib library in Python. |
| 14 | + |
| 15 | +## Table of Contents |
| 16 | + |
| 17 | +- [Matplotlib](#matplotlib) |
| 18 | + - [Table of Contents](#table-of-contents) |
| 19 | + - [Roadmap](#roadmap) |
| 20 | + - [Introduction](#introduction) |
| 21 | + - [Installation](#installation) |
| 22 | + - [Usage](#usage) |
| 23 | + - [Basic Plot](#basic-plot) |
| 24 | + - [Subplots](#subplots) |
| 25 | + - [Customizing Plots](#customizing-plots) |
| 26 | + - [3D Plotting](#3d-plotting) |
| 27 | + - [Features](#features) |
| 28 | + |
| 29 | + |
| 30 | +## Roadmap |
| 31 | + |
| 32 | + |
| 33 | + |
| 34 | +## Introduction |
| 35 | + |
| 36 | +Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. It provides an object-oriented API for embedding plots into applications. |
| 37 | + |
| 38 | +This repository aims to help users of all skill levels to better understand and utilize the Matplotlib library through comprehensive guides, code snippets, and example projects. |
| 39 | + |
| 40 | +## Installation |
| 41 | + |
| 42 | +To install Matplotlib, you can use pip, the Python package installer. Ensure you have Python installed, then run: |
| 43 | + |
| 44 | +```bash |
| 45 | +pip install matplotlib |
| 46 | +``` |
| 47 | + |
| 48 | +For more detailed installation instructions, please refer to the [official Matplotlib installation guide](https://matplotlib.org/stable/users/installing.html). |
| 49 | + |
| 50 | +## Usage |
| 51 | + |
| 52 | +Here are some basic examples to get you started with Matplotlib: |
| 53 | + |
| 54 | +### Basic Plot |
| 55 | + |
| 56 | +```python |
| 57 | +import matplotlib.pyplot as plt |
| 58 | + |
| 59 | +x = [1, 2, 3, 4, 5] |
| 60 | +y = [10, 20, 25, 30, 35] |
| 61 | + |
| 62 | +plt.plot(x, y) |
| 63 | +plt.title('Basic Plot') |
| 64 | +plt.xlabel('X-axis') |
| 65 | +plt.ylabel('Y-axis') |
| 66 | +plt.show() |
| 67 | +``` |
| 68 | + |
| 69 | +### Subplots |
| 70 | + |
| 71 | +```python |
| 72 | +import matplotlib.pyplot as plt |
| 73 | + |
| 74 | +x = [1, 2, 3, 4, 5] |
| 75 | +y1 = [10, 20, 25, 30, 35] |
| 76 | +y2 = [15, 25, 20, 30, 40] |
| 77 | + |
| 78 | +fig, axs = plt.subplots(2) |
| 79 | + |
| 80 | +axs[0].plot(x, y1, 'r') |
| 81 | +axs[0].set_title('First Subplot') |
| 82 | +axs[1].plot(x, y2, 'b') |
| 83 | +axs[1].set_title('Second Subplot') |
| 84 | + |
| 85 | +plt.tight_layout() |
| 86 | +plt.show() |
| 87 | +``` |
| 88 | + |
| 89 | +### Customizing Plots |
| 90 | + |
| 91 | +```python |
| 92 | +import matplotlib.pyplot as plt |
| 93 | + |
| 94 | +x = [1, 2, 3, 4, 5] |
| 95 | +y = [10, 20, 25, 30, 35] |
| 96 | + |
| 97 | +plt.plot(x, y, marker='o', linestyle='--', color='g', label='Line with Markers') |
| 98 | +plt.title('Customized Plot') |
| 99 | +plt.xlabel('X-axis') |
| 100 | +plt.ylabel('Y-axis') |
| 101 | +plt.legend() |
| 102 | +plt.grid(True) |
| 103 | +plt.show() |
| 104 | +``` |
| 105 | + |
| 106 | +### 3D Plotting |
| 107 | + |
| 108 | +```python |
| 109 | +import matplotlib.pyplot as plt |
| 110 | +from mpl_toolkits.mplot3d import Axes3D |
| 111 | +import numpy as np |
| 112 | + |
| 113 | +fig = plt.figure() |
| 114 | +ax = fig.add_subplot(111, projection='3d') |
| 115 | + |
| 116 | +x = np.linspace(-5, 5, 100) |
| 117 | +y = np.linspace(-5, 5, 100) |
| 118 | +X, Y = np.meshgrid(x, y) |
| 119 | +Z = np.sin(np.sqrt(X**2 + Y**2)) |
| 120 | + |
| 121 | +ax.plot_surface(X, Y, Z, cmap='viridis') |
| 122 | + |
| 123 | +plt.title('3D Surface Plot') |
| 124 | +plt.show() |
| 125 | +``` |
| 126 | + |
| 127 | +For more examples and detailed tutorials, please refer to the [official Matplotlib documentation](https://matplotlib.org/stable/contents.html). |
| 128 | + |
| 129 | +## Features |
| 130 | + |
| 131 | +- Comprehensive library for creating static, animated, and interactive visualizations |
| 132 | +- Object-oriented API for embedding plots |
| 133 | +- Support for a wide range of plots and visualizations |
| 134 | +- Customization capabilities for plots |
| 135 | + |
| 136 | +## ⚖ ➤ License |
| 137 | + |
| 138 | +This project is licensed under the MIT License. See [LICENSE](LICENSE) for details. |
| 139 | + |
| 140 | +## ❤️ Support |
| 141 | + |
| 142 | +If you find this repository helpful, show your support by starring it! For questions or feedback, reach out on [Twitter(`X`)](https://twitter.com/F4izy). |
| 143 | + |
| 144 | +#### $\color{skyblue}{\textbf{Connect with me:}}$ |
| 145 | + |
| 146 | +➤ If you have questions or feedback, feel free to reach out!!! |
| 147 | + |
| 148 | +[<img align="left" src="https://cdn4.iconfinder.com/data/icons/social-media-icons-the-circle-set/48/twitter_circle-512.png" width="32px"/>][twitter] |
| 149 | +[<img align="left" src="https://cdn-icons-png.flaticon.com/512/145/145807.png" width="32px"/>][linkedin] |
| 150 | +[<img align="left" src="https://cdn-icons-png.flaticon.com/512/2626/2626299.png" width="32px"/>][Portfolio] |
| 151 | + |
| 152 | +[twitter]: https://twitter.com/F4izy |
| 153 | +[linkedin]: https://www.linkedin.com/in/mohd-faizy/ |
| 154 | +[Portfolio]: https://ai.stackexchange.com/users/36737/faizy?tab=profile |
| 155 | + |
| 156 | +--- |
| 157 | + |
| 158 | +<img src="https://github-readme-stats.vercel.app/api?username=mohd-faizy&show_icons=true" width=380px height=200px /> |
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