Advanced Data Visualization Python
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Python data visualization Tutorial: dynamic visualization based plotly drawing
https://edu.51cto.com/sd/4bff8 -
Python visual learning data Seaborn
https://edu.51cto.com/sd/19627 - Python Data Analysis combat video lessons
https://edu.51cto.com/sd/63225
Python Data Visualization: pyecharts combat
pyecharts library is used to generate a graph Echarts. Echarts Baidu is a open source data visualization JS library. FIG Echarts generated by visualization great, to interface with Python, easy to use data generated directly in Python FIG. pyecharts born.
Release Notes:
Python version: 3.7.x
pyecharts: 1.x
Related to knowledge:
01 pyecharts Introduction and Installation
02 pyecharts charting: Generate HTML
03-pyecharts graphed: jupyter-notebook embedded
04-pyecharts charting: generating image files
05-pyecharts Line Line Chart
06 pyecharts Line sewing tips term plans to increase the legend title
07 pyecharts Line Toolbox setting
08 pyecharts Line Line Chart source code analysis
09 pyecharts Bar simple diagramming and parameter optimization
11 pyecharts Bar area legend multiple sets of zoom settings
12 pyecharts Line line graph combined with histogram Bar
13 pyecharts Pie ordinary pie chart
14 pyecharts Pie arcuate Pie
15 pyecharts scatter on a scatter plot
FIG 16 pyecharts scatter size and shaped three
17 pyecharts wordcloud word cloud word thermal analysis
18 pyecharts geo geographic map different provinces
Data Analysis Python development framework
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Front and back end development framework
for data analysis based on the full stack development PyCharm + Flask + Echarts + Python + Pandas combination
PyCharm: project development IDEA
the Flask: As WEB framework, mainly connected back-end data services. The main presentations: before and after the end of the separation architecture + template direct rendering architecture
Echarts: pyecharts used here as a visual data presentation
Python: a language back-end data generated
Pandas: The main database as a data analysis -
Technical features core elements of
IT projects - on the front and rear end Flask separate histogram
information projects - Render word cloud based on Flask template
demographic project - based on the front and rear ends of the splitter Line and Bar Flask combination of
demographic project - based on geographical maps demographic Flask - Business needs point
word by Python articles, word frequency statistics, by pyecharts bar graph visual display
via Python article keyword data analysis by pyecharts word cloud visual display
via Python pre-processing of data, pyecharts show the number of people in different provinces, households and collective households sex contrast display
by Python pre-processing data, pyecharts show the number of people in different provinces, geographical maps showing population distribution statistics