From b3e9ece3597f2ce911fcc23158750ad8ed788b32 Mon Sep 17 00:00:00 2001 From: Felix Zhang <18200116656@qq.com> Date: Fri, 31 Jan 2020 19:05:11 +0800 Subject: [PATCH] Daily Commit --- .idea/wuhan_2019-nCoV.iml | 7 +++ README.MD | 7 ++- ...26\347\225\214\345\234\260\345\233\276.py" | 28 +++++++++ ...60\345\233\276\346\226\207\344\273\266.py" | 38 ++++++++++++ ...60\345\233\276\346\225\260\346\215\256.py" | 34 +++++++++++ ...76\345\271\266\344\270\212\350\211\262.py" | 40 ++++++++++++ ...6\346\227\266\351\227\264\345\233\276.png" | Bin 0 -> 87303 bytes .../nCov_basemap_matplotlib_visual.py | 57 ++++++++++++++++++ nCov_data_analysis/china_data_analysis.py | 12 ++-- nCov_data_analysis/city_data_analysis.py | 8 ++- 10 files changed, 220 insertions(+), 11 deletions(-) create mode 100644 "basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/001_basemap_\347\273\230\345\210\266\344\270\226\347\225\214\345\234\260\345\233\276.py" create mode 100644 "basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/002_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GADM\345\234\260\345\233\276\346\226\207\344\273\266.py" create mode 100644 "basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/003_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GitHub\344\270\212\347\232\204\344\270\255\345\233\275\345\234\260\345\233\276\346\225\260\346\215\256.py" create mode 100644 "basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/004_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276\345\271\266\344\270\212\350\211\262.py" create mode 100644 "nCov_basemap_visualization/2019-nCoV\347\226\253\346\203\205\345\217\230\345\214\226\346\227\266\351\227\264\345\233\276.png" create mode 100644 nCov_basemap_visualization/nCov_basemap_matplotlib_visual.py diff --git a/.idea/wuhan_2019-nCoV.iml b/.idea/wuhan_2019-nCoV.iml index cd37703..df82b1e 100644 --- a/.idea/wuhan_2019-nCoV.iml +++ b/.idea/wuhan_2019-nCoV.iml @@ -5,6 +5,13 @@ + + + + + + + diff --git a/README.MD b/README.MD index 6fb4a1b..1c5f854 100644 --- a/README.MD +++ b/README.MD @@ -4,8 +4,8 @@ - 数据获取与分析提取 - china_shapfiles - 地图基础数据 - - nCov_map_visualization - - 疫情数据可视化,包含全国疫情地图、世界疫情地图、主要省份疫情地、图全国疫情随时间变化图 + - nCov_basemap_visualization + - 疫情数据可视化,包含全国疫情地图、世界疫情地图、主要省份疫情地图、全国疫情随时间变化图 #### 1. 数据来源 - 数据来源,腾讯新闻:https://news.qq.com/zt2020/page/feiyan.htm @@ -22,4 +22,5 @@ - 中国截止目前累积数据、每日累积的数据(1月13日开始进行每日数据统计) #### 4. 数据可视化 - +- 方式1: +- 方式2:使用 basemap + matplotlib diff --git "a/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/001_basemap_\347\273\230\345\210\266\344\270\226\347\225\214\345\234\260\345\233\276.py" "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/001_basemap_\347\273\230\345\210\266\344\270\226\347\225\214\345\234\260\345\233\276.py" new file mode 100644 index 0000000..871614c --- /dev/null +++ "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/001_basemap_\347\273\230\345\210\266\344\270\226\347\225\214\345\234\260\345\233\276.py" @@ -0,0 +1,28 @@ +# -*- coding:utf-8 -*- +# project_xxx\venv\Scripts python + +''' +Author: Felix +WeiXin: AXiaShuBai +Email: xiashubai@gmail.com +Blog: https://blog.csdn.net/u011318077 +Date: 2020/1/31 14:17 +Desc: +''' + +# 首先导入绘图包和地图包 +import matplotlib.pyplot as plt +from mpl_toolkits.basemap import Basemap + +# 第一步:设置图片大小及分辨率 +plt.figure(figsize=(16, 8), dpi=128) + +# 第二步:创建一个地图 +m = Basemap() + +# 第三步:绘制地图上的线条,比如海岸线,国界线 +m.drawcoastlines(linewidth=1,linestyle='solid',color='black') # 绘制海岸线 +m.drawcountries(linewidth=1,linestyle='solid',color='black') # 绘制国界线 + +# 第四步:显示图形 +plt.show() \ No newline at end of file diff --git "a/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/002_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GADM\345\234\260\345\233\276\346\226\207\344\273\266.py" "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/002_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GADM\345\234\260\345\233\276\346\226\207\344\273\266.py" new file mode 100644 index 0000000..3c36c15 --- /dev/null +++ "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/002_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GADM\345\234\260\345\233\276\346\226\207\344\273\266.py" @@ -0,0 +1,38 @@ +# -*- coding:utf-8 -*- +# project_xxx\venv\Scripts python + +''' +Author: Felix +WeiXin: AXiaShuBai +Email: xiashubai@gmail.com +Blog: https://blog.csdn.net/u011318077 +Date: 2020/1/31 14:47 +Desc: +''' + +# 首先导入绘图包和地图包 +import matplotlib.pyplot as plt +from mpl_toolkits.basemap import Basemap + +# 第一步:设置图片大小及分辨率 +plt.figure(figsize=(16, 8), dpi=300) + +# 第二步:创建一个地图,设置经度纬度范围,只显示中国区域范围,projection选择投影模式 +m = Basemap(llcrnrlon=77, llcrnrlat=14, urcrnrlon=140, urcrnrlat=51, projection='lcc', lat_1=33, lat_2=45, lon_0=100) +# 读取中国行政区文件,使用国即组织GADM的地图文件,网站地址https://gadm.org/country +# 大陆,台湾,港澳地区文件是分开的,都要进行读取,并且藏南地区和一些岛屿未标注出来 +# 推荐使用案例003,网上已经整理好的中国地图文件 +m.readshapefile('../china_shapfiles/gadm36_CHN_shp/gadm36_CHN_1', 'china', drawbounds=True) +m.readshapefile('../china_shapfiles/gadm36_HKG_shp/gadm36_HKG_1', 'hkg', drawbounds=True) +m.readshapefile('../china_shapfiles/gadm36_MAC_shp/gadm36_MAC_1', 'mac', drawbounds=True) +m.readshapefile('../china_shapfiles/gadm36_TWN_shp/gadm36_TWN_1', 'twn', drawbounds=True) + +# m.readshapefile('../china_shapfiles/china-shapefiles-simple-version/china', 'china', drawbounds=True) + +# 上面使用读取了本地地图文件,就不需要使用basemap绘制海岸线和国界线了,避免混乱 +# 第三步:绘制地图上的线条,比如海岸线,国界线 +# m.drawcoastlines(linewidth=1,linestyle='solid',color='black') # 绘制海岸线 +# m.drawcountries(linewidth=1,linestyle='solid',color='black') # 绘制国界线 + +# 第四步:显示图形 +plt.show() \ No newline at end of file diff --git "a/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/003_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GitHub\344\270\212\347\232\204\344\270\255\345\233\275\345\234\260\345\233\276\346\225\260\346\215\256.py" "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/003_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GitHub\344\270\212\347\232\204\344\270\255\345\233\275\345\234\260\345\233\276\346\225\260\346\215\256.py" new file mode 100644 index 0000000..a2bf5ac --- /dev/null +++ "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/003_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276_GitHub\344\270\212\347\232\204\344\270\255\345\233\275\345\234\260\345\233\276\346\225\260\346\215\256.py" @@ -0,0 +1,34 @@ +# -*- coding:utf-8 -*- +# project_xxx\venv\Scripts python + +''' +Author: Felix +WeiXin: AXiaShuBai +Email: xiashubai@gmail.com +Blog: https://blog.csdn.net/u011318077 +Date: 2020/1/31 15:31 +Desc: +''' +# 首先导入绘图包和地图包 +import matplotlib.pyplot as plt +from mpl_toolkits.basemap import Basemap + +# 第一步:设置图片大小及分辨率 +plt.figure(figsize=(16, 8), dpi=300) + +# 第二步:创建一个地图,设置经度纬度范围,只显示中国区域范围,projection选择投影模式,兰勃特投影 +m = Basemap(llcrnrlon=77, llcrnrlat=14, urcrnrlon=140, urcrnrlat=51, projection='lcc', lat_1=33, lat_2=45, lon_0=100) +# 读取中国行政区文件,使用GitHub上已经整理好的地图文件,drawbounds参数显示图形 +# 藏南区域和岛屿都有明显的标注,可以对比002结果,信息更加丰富,藏南更准确 +m.readshapefile('../china_shapfiles/china-shapefiles-simple-version/china', 'china', drawbounds=True) +# 九段线地图数据 +m.readshapefile('../china_shapfiles/china-shapefiles-simple-version/china_nine_dotted_line', 'china', drawbounds=True) + + +# 上面使用读取了本地地图文件,就不需要使用basemap绘制海岸线和国界线了,避免混乱 +# 第三步:绘制地图上的线条,比如海岸线,国界线 +# m.drawcoastlines(linewidth=1,linestyle='solid',color='black') # 绘制海岸线 +# m.drawcountries(linewidth=1,linestyle='solid',color='black') # 绘制国界线 + +# 第四步:显示图形 +plt.show() \ No newline at end of file diff --git "a/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/004_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276\345\271\266\344\270\212\350\211\262.py" "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/004_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276\345\271\266\344\270\212\350\211\262.py" new file mode 100644 index 0000000..3d8054a --- /dev/null +++ "b/basemap_matplotlib_\344\275\277\347\224\250\346\241\210\344\276\213/004_basemap_\347\273\230\345\210\266\344\270\255\345\233\275\345\234\260\345\233\276\345\271\266\344\270\212\350\211\262.py" @@ -0,0 +1,40 @@ +# -*- coding:utf-8 -*- +# project_xxx\venv\Scripts python + +''' +Author: Felix +WeiXin: AXiaShuBai +Email: xiashubai@gmail.com +Blog: https://blog.csdn.net/u011318077 +Date: 2020/1/31 16:38 +Desc: +''' +import matplotlib.pyplot as plt +from mpl_toolkits.basemap import Basemap +from matplotlib.patches import Polygon + +# 第一步:设置图片大小及分辨率 +plt.figure(figsize=(16, 8), dpi=300) + +# 第二步:创建一个地图,设置经度纬度范围,只显示中国区域范围,projection选择投影模式,兰勃特投影 +m = Basemap(llcrnrlon=77, llcrnrlat=14, urcrnrlon=140, urcrnrlat=51, projection='lcc', lat_1=33, lat_2=45, lon_0=100) +# 读取中国行政区文件,使用GitHub上已经整理好的地图文件,drawbounds参数显示图形 +# 藏南区域和岛屿都有明显的标注,可以对比002结果,信息更加丰富,藏南更准确 +m.readshapefile('../china_shapfiles/china-shapefiles-simple-version/china', 'china', drawbounds=True) +# 九段线地图数据 +m.readshapefile('../china_shapfiles/china-shapefiles-simple-version/china_nine_dotted_line', 'china_nine', drawbounds=True) + +# 第三步:上色 + +ax = plt.gca() + +for nshape, seg in enumerate(m.china): + poly = Polygon(seg, facecolor='red', edgecolor='black') + ax.add_patch(poly) + + + + +# 第四步:显示图形 +plt.show() + diff --git 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