美赛官方认可的工具清单:MATLAB/Python...这些功能最实用!

1.#地图上绘制点的代码

2.import plotly.io as pio

3.import plotly.graph_objs as go

4.import plotly.express as px

5.from plotly.subplots import make_subplots

6.import pandas as pd

7.import numpy as np

8.

9.# can be `plotly`, `plotly_white`, `plotly_dark`, `ggplot2`, `seaborn`, `simple_white`, `none`

10.pio.templates.default = 'plotly_white'

11.

12.# 加载数据

13.df = px.data.carshare()

14.print(df.head())

15.

16.fig = px.scatter_mapbox(df,

17.                  lat="centroid_lat", lon="centroid_lon",

18.                  color="peak_hour",

19.                  size="car_hours",

20. color_continuous_scale=px.colors.cyclical.IceFire,      21. zoom=10)

22.

23.# mapbox_style 可以为 `open-street-map`, `carto-24.positron`, `carto-darkmatter`,# `stamen-terrain`, `stamen-toner`, `stamen-watercolor`

25.fig.update_layout(mapbox_style="carto-positron")

26.

27.fig.write_html('test.html')

figureUnits = 'centimeters';

figureWidth = 20; 

figureHeight = 12;

% 图形1：绘制热图

figure(2)

set(gcf, 'Units', figureUnits, 'Position', [0 0 figureWidth figureHeight]);

h = heatmap( rho ,'FontSize',10);          %  XName, YName,

h.GridVisible = 'off';

h.XDisplayLabels = {'','','','4','','','','8','','','','12','','','','16','','','','20','','','','24'};

h.YDisplayLabels = {' ','2\fontname{宋体}月',' ','4\fontname{宋体}月',' ','6\fontname{宋体}月',' ','8\fontname{宋体}月',' ','10\fontname{宋体}月',' ','12\fontname{宋体}月'};

h.FontName='Times New Roman';      % 设置显示的字体

h.FontSize = 14;                                 % 设置显示的字体大小

% 设置坐标区名字与图的大标题

% h.Title = 'Tiltle';

h.XLabel = '\fontname{宋体}时间尺度\fontname{Times New Roman}\itSPI';

h.YLabel = '\fontname{宋体}月份';

% 对热图上色—colormap函数

hc = colormap(gca, flipud(hot) );

set(gca,'FontSize',16);   % ,'Fontname', 'Times New Roman'