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MIC辅导 | 经验分享02 |Python数据可视化指南

  • 2026-06-30 07:46:04
MIC辅导 | 经验分享02 |Python数据可视化指南

What is Matplotlib?

Matplotlib is a Python library for creating static, interactive, and animated visualizations. It works great with lists, NumPy arrays, and other “list-like” data structures. Matplotlib is one of the most classic plotting libraries in Python. Whether you're a beginner or a data analyst, it helps you turn raw data into clear and meaningful charts with just a few lines of code.

Why use Matplotlib?

· Simple syntax

· Wide range of chart types

· Great for data analysis and reporting

· Fully customizable

What can you create with Matplotlib?

· Line charts

· Scatter plots

· Bar charts

· Pie charts

01

Basic Setup

02

Quick Examples & Outputs

01

Line chart with markers

Key parameters:

x:x-axis data (list-like, optional, defaults to 0,1,2...)

y: y-axis data (required)

marker: point style (e.g., '.', 'o', 's', '+', '*', 'x')

color: line color (e.g., 'r', 'g', 'b', 'c', 'm', 'y', 'k', 'w')

linestyle: line style (e.g., '-', '--', '-.', ':', 'None')

Output Examples：

02

Bar chart

Output Examples:

03

Pie chart with percentages

Output Examples：

Final words

Matplotlib makes data visualization easy and powerful. Start plotting today and bring your data to life!

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  1. CONNECT:[ UseTime:0.000486s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000759s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000326s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000273s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000515s ]
  6. SELECT * FROM `set` [ RunTime:0.000199s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000576s ]
  8. SELECT * FROM `article` WHERE `id` = 488189 LIMIT 1 [ RunTime:0.000619s ]
  9. UPDATE `article` SET `lasttime` = 1783139262 WHERE `id` = 488189 [ RunTime:0.001036s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000218s ]
  11. SELECT * FROM `article` WHERE `id` < 488189 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000498s ]
  12. SELECT * FROM `article` WHERE `id` > 488189 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000422s ]
  13. SELECT * FROM `article` WHERE `id` < 488189 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.003330s ]
  14. SELECT * FROM `article` WHERE `id` < 488189 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.004412s ]
  15. SELECT * FROM `article` WHERE `id` < 488189 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.011716s ]
0.116442s