{"id":424,"date":"2024-03-19T13:57:50","date_gmt":"2024-03-19T05:57:50","guid":{"rendered":"https:\/\/www.coffecat.cn\/?p=424"},"modified":"2024-08-27T12:32:37","modified_gmt":"2024-08-27T04:32:37","slug":"python%e4%b9%8b%e5%a4%a9%e6%b0%94%e5%8f%af%e8%a7%86%e5%8c%96%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.coffecat.cn\/index.php\/2024\/03\/19\/python%e4%b9%8b%e5%a4%a9%e6%b0%94%e5%8f%af%e8%a7%86%e5%8c%96%e5%88%86%e6%9e%90\/","title":{"rendered":"python\u4e4b\u5929\u6c14\u53ef\u89c6\u5316\u5206\u6790"},"content":{"rendered":"\n

\u672c\u6587\u53c2\u800351CTO\u535a\u5ba2\uff0c\u5343\u5cf0\u6559\u80b2\u4e00\u539f\u6587\u94fe\u63a5\u8d34\u5728\u524d\u9762Python\u722c\u53d6\u5929\u6c14\u6570\u636e\u53ca\u53ef\u89c6\u5316\u5206\u6790\uff01_\u5343\u950b\u6559\u80b2\u7684\u6280\u672f\u535a\u5ba2_51CTO\u535a\u5ba2<\/a><\/p>\n\n\n\n

\u524d\u8a00\uff1a\u76f8\u5f53\u4e8e\u4e00\u4e2a\u7ec3\u624b\u5c0fdemo\uff0c\u56e0\u4e3a\u4ee3\u7801\u903b\u8f91\u6bd4\u8f83\u6e05\u6670\uff0c\u7ed3\u6784\u4e5f\u5f88\u6613\u61c2\u3002\u9879\u76ee\u901a\u8fc7\u5206\u6b65\u8c03\u7528\u51fd\u6570\u7684\u65b9\u6cd5\u8fdb\u884c\u7f16\u5199\uff0c\u8ba9\u6574\u4e2a\u9879\u76ee\u770b\u8d77\u6765\u90fd\u5f88\u8212\u670d\uff0c\u6e05\u723d\uff0c\u66f4\u5bb9\u6613\u8bfb\u61c2\u3002\u7ed8\u56fe\u4f7f\u7528\u5230matplotlib\u5e93\u4e2d\u7684plt.plot()\u65b9\u6cd5\uff0c\u4ee3\u7801\u4e2d\u7684\u4e00\u4e9b\u8bed\u6cd5\u548c\u4e66\u5199\u683c\u5f0f\u6709\u505a\u8c03\u6574\uff08\u672c\u4eba\u4f7f\u7528\u7684python\u7248\u672c\u4e3a3.8.10\uff09<\/p>\n\n\n\n

demo\u6846\u67b6\uff1a<\/p>\n\n\n\n

\u5927\u4f53\u5206\u4e3a\u4e24\u90e8\u5206\uff1a1.\u83b7\u53d6\u6570\u636e 2.\u7ed8\u56fe<\/p>\n\n\n\n

demo\u7ed3\u6784\uff1a<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u7b2c\u4e00\u4e2a\u90e8\u5206\uff1a<\/p>\n\n\n\n

weather.py(\u5929\u6c14\u6570\u636e\u83b7\u53d6) :<\/p>\n\n\n\n

1.\u901a\u8fc7\u94fe\u63a5\u83b7\u53d6\u5f53\u5929\u4ee5\u53ca\u4e03\u5929\u7684\u5929\u6c14\u7f51\u7f51\u9875\u6570\u636e -> 2.\u901a\u8fc7\u83b7\u53d6\u7684\u5929\u6c14\u6570\u636e\u83b7\u53d6\u5f53\u5929\u4ee5\u53ca\u4e03\u5929\u7684\u5929\u6c14\u6570\u636e->3.\u901a\u8fc7\u53e6\u5916\u4e00\u4e2a\u94fe\u63a5\u83b7\u53d6\u5929\u6c14\u7f518-15\u5929\u7684\u7f51\u9875\u6570\u636e -> 4.\u901a\u8fc7\u83b7\u53d6\u7684\u5929\u6c14\u6570\u636e\u83b7\u53d68-15\u5929\u7684\u5929\u6c14\u6570\u636e -> 5.\u5c06\u83b7\u53d6\u7684\u6570\u636e\u5206\u5f00\u5199\u5165csv\u6587\u4ef6\u4e2d\u5b58\u50a8<\/p>\n\n\n\n

\u90e8\u5206\u4ee3\u7801\u505a\u4e86\u8c03\u6574\uff0c\u5728\u4fdd\u5b58\u65f6\u505a\u4e86\u6587\u4ef6\u6821\u9a8c\uff0c\u5f53\u6587\u4ef6\u5b58\u5728\u65f6\u4f1a\u5148\u5220\u9664\u539f\u6709\u6587\u4ef6\uff0c\u7136\u540e\u518d\u8fdb\u884c\u5b58\u50a8\uff0c\u539f\u56e0\u662f\u56e0\u4e3a\u518d\u505a\u56fe\u5f62\u7ed8\u5236\u7684\u65f6\u5019\u8bfb\u53d6csv\u6587\u4ef6\u65f6\u5982\u679c\u591a\u6b21\u5b58\u50a8\u5230\u540c\u4e00\u6587\u4ef6\u65f6\u4f1a\u5bfc\u5165\u91cd\u590d\u7684\u8868\u5934\uff0c\u56e0\u4e3a\u8fd9\u91cc\u53ea\u8003\u8651\u4e00\u6b21\u5206\u6790\u5f53\u5929\u4ee5\u53ca\u540e15\u5929\u7684\u6570\u636e\u672a\u8003\u8651\u7d2f\u8ba1\u7684\u5929\u6c14\u6570\u636e\u5206\u6790\uff08\u8fd9\u91cc\u4e5f\u53ef\u4ee5\u901a\u8fc7\u9700\u6c42\u8c03\u6574\u8c03\u7528\u7684\u4fdd\u5b58\u65b9\u6cd5\uff0c\u5224\u65ad\u662f\u5426\u5b58\u5728\u539f\u6709\u6587\u4ef6\u4ee5\u53ca\u8868\u5934\u6570\u636e\uff0c\u5bf9\u91cd\u590d\u8868\u5934\u8fdb\u884c\u53bb\u9664\uff09<\/p>\n\n\n\n

<\/circle><\/circle><\/circle><\/g><\/svg><\/span><\/path><\/path><\/svg><\/span>
# weather.py<\/span><\/span>\nimport<\/span> requests<\/span><\/span>\nfrom<\/span> bs4 <\/span>import<\/span> BeautifulSoup<\/span><\/span>\nimport<\/span> csv<\/span><\/span>\nimport<\/span> json<\/span><\/span>\nimport<\/span> os<\/span><\/span>\n<\/span>\ndef<\/span> <\/span>getHTMLtext<\/span>(<\/span>url<\/span>):<\/span><\/span>\n"""<\/span>\u8bf7\u6c42\u83b7\u5f97\u7f51\u9875\u5185\u5bb9<\/span>"""<\/span><\/span>\n <\/span>try<\/span>:<\/span><\/span>\nr <\/span>=<\/span> requests<\/span>.<\/span>get<\/span>(<\/span>url<\/span>,<\/span> <\/span>timeout<\/span>=<\/span>30<\/span>)<\/span><\/span>\nr<\/span>.<\/span>raise_for_status<\/span>()<\/span><\/span>\nr<\/span>.<\/span>encoding <\/span>=<\/span> r<\/span>.<\/span>apparent_encoding<\/span><\/span>\nprint<\/span>(<\/span>"<\/span>\u6210\u529f\u8bbf\u95ee<\/span>"<\/span>)<\/span><\/span>\nreturn<\/span> r<\/span>.<\/span>text<\/span><\/span>\nexcept<\/span>:<\/span><\/span>\nprint<\/span>(<\/span>"<\/span>\u8bbf\u95ee\u9519\u8bef<\/span>"<\/span>)<\/span><\/span>\nreturn<\/span> <\/span>"<\/span> <\/span>"<\/span><\/span>\n<\/span>\ndef<\/span> <\/span>get_content<\/span>(<\/span>html<\/span>):<\/span><\/span>\n"""<\/span>\u5904\u7406\u5f97\u5230\u6709\u7528\u4fe1\u606f\u4fdd\u5b58\u6570\u636e\u6587\u4ef6<\/span>"""<\/span><\/span>\n final <\/span>=<\/span> <\/span>[]<\/span> <\/span># \u521d\u59cb\u5316\u4e00\u4e2a\u5217\u8868\u4fdd\u5b58\u6570\u636e<\/span><\/span>\nbs <\/span>=<\/span> <\/span>BeautifulSoup<\/span>(<\/span>html<\/span>,<\/span> <\/span>"<\/span>html.parser<\/span>"<\/span>)<\/span> <\/span># \u521b\u5efaBeautifulSoup\u5bf9\u8c61<\/span><\/span>\nbody <\/span>=<\/span> bs<\/span>.<\/span>body<\/span><\/span>\ndata <\/span>=<\/span> body<\/span>.<\/span>find<\/span>(<\/span>'<\/span>div<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>id<\/span>'<\/span>:<\/span> <\/span>'<\/span>7d<\/span>'<\/span>})<\/span> <\/span># \u627e\u5230div\u6807\u7b7e\u4e14id = 7d<\/span><\/span>\n# \u4e0b\u9762\u722c\u53d6\u5f53\u5929\u7684\u6570\u636e<\/span><\/span>\ndata2 <\/span>=<\/span> body<\/span>.<\/span>find_all<\/span>(<\/span>'<\/span>div<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> <\/span>'<\/span>left-div<\/span>'<\/span>})<\/span><\/span>\ntext <\/span>=<\/span> data2<\/span>[<\/span>2<\/span>].<\/span>find<\/span>(<\/span>'<\/span>script<\/span>'<\/span>).<\/span>string<\/span><\/span>\ntext <\/span>=<\/span> text<\/span>[<\/span>text<\/span>.<\/span>index<\/span>(<\/span>'<\/span>=<\/span>'<\/span>)<\/span> <\/span>+<\/span> <\/span>1<\/span>:<\/span>-<\/span>2<\/span>]<\/span> <\/span># \u79fb\u9664\u6539var data=\u5c06\u5176\u53d8\u4e3ajson\u6570\u636e<\/span><\/span>\njd <\/span>=<\/span> json<\/span>.<\/span>loads<\/span>(<\/span>text<\/span>)<\/span><\/span>\ndayone <\/span>=<\/span> jd<\/span>[<\/span>'<\/span>od<\/span>'<\/span>][<\/span>'<\/span>od2<\/span>'<\/span>]<\/span> <\/span># \u627e\u5230\u5f53\u5929\u7684\u6570\u636e<\/span><\/span>\nfinal_day <\/span>=<\/span> <\/span>[]<\/span> <\/span># \u5b58\u653e\u5f53\u5929\u7684\u6570\u636e<\/span><\/span>\ncount <\/span>=<\/span> <\/span>0<\/span><\/span>\nfor<\/span> i <\/span>in<\/span> dayone<\/span>:<\/span><\/span>\ntemp <\/span>=<\/span> <\/span>[]<\/span><\/span>\nif<\/span> count <\/span><=<\/span> <\/span>23<\/span>:<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od21<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u65f6\u95f4<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od22<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u5f53\u524d\u65f6\u523b\u6e29\u5ea6<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od24<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u5f53\u524d\u65f6\u523b\u98ce\u529b\u65b9\u5411<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od25<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u5f53\u524d\u65f6\u523b\u98ce\u7ea7<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od26<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u5f53\u524d\u65f6\u523b\u964d\u6c34\u91cf<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od27<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u5f53\u524d\u65f6\u523b\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>i<\/span>[<\/span>'<\/span>od28<\/span>'<\/span>])<\/span> <\/span># \u6dfb\u52a0\u5f53\u524d\u65f6\u523b\u63a7\u5236\u8d28\u91cf<\/span><\/span>\n# print(temp)<\/span><\/span>\nfinal_day<\/span>.<\/span>append<\/span>(<\/span>temp<\/span>)<\/span><\/span>\ncount <\/span>=<\/span> count <\/span>+<\/span> <\/span>1<\/span><\/span>\n# \u4e0b\u9762\u722c\u53d67\u5929\u7684\u6570\u636e<\/span><\/span>\nul <\/span>=<\/span> data<\/span>.<\/span>find<\/span>(<\/span>'<\/span>ul<\/span>'<\/span>)<\/span> <\/span># \u627e\u5230\u6240\u6709\u7684ul\u6807\u7b7e<\/span><\/span>\nli <\/span>=<\/span> ul<\/span>.<\/span>find_all<\/span>(<\/span>'<\/span>li<\/span>'<\/span>)<\/span> <\/span># \u627e\u5230\u5de6\u53f3\u7684li\u6807\u7b7e<\/span><\/span>\ni <\/span>=<\/span> <\/span>0<\/span> <\/span># \u63a7\u5236\u722c\u53d6\u7684\u5929\u6570<\/span><\/span>\nfor<\/span> day <\/span>in<\/span> li<\/span>:<\/span> <\/span># \u904d\u5386\u627e\u5230\u7684\u6bcf\u4e00\u4e2ali<\/span><\/span>\nif<\/span> i <\/span><<\/span> <\/span>7<\/span> <\/span>and<\/span> i <\/span>><\/span> <\/span>0<\/span>:<\/span><\/span>\ntemp <\/span>=<\/span> <\/span>[]<\/span> <\/span># \u4e34\u65f6\u5b58\u653e\u6bcf\u5929\u7684\u6570\u636e<\/span><\/span>\ndate <\/span>=<\/span> day<\/span>.<\/span>find<\/span>(<\/span>'<\/span>h1<\/span>'<\/span>).<\/span>string <\/span># \u5f97\u5230\u65e5\u671f<\/span><\/span>\ndate <\/span>=<\/span> date<\/span>[<\/span>0<\/span>:<\/span>date<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\u65e5<\/span>'<\/span>)]<\/span> <\/span># \u53d6\u51fa\u65e5\u671f\u53f7<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>date<\/span>)<\/span><\/span>\ninf <\/span>=<\/span> day<\/span>.<\/span>find_all<\/span>(<\/span>'<\/span>p<\/span>'<\/span>)<\/span> <\/span># \u627e\u51fali\u4e0b\u9762\u7684p\u6807\u7b7e,\u63d0\u53d6\u7b2c\u4e00\u4e2ap\u6807\u7b7e\u7684\u503c\uff0c\u5373\u5929\u6c14<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>inf<\/span>[<\/span>0<\/span>].<\/span>string<\/span>)<\/span><\/span>\n<\/span>\ntem_low <\/span>=<\/span> inf<\/span>[<\/span>1<\/span>].<\/span>find<\/span>(<\/span>'<\/span>i<\/span>'<\/span>).<\/span>string <\/span># \u627e\u5230\u6700\u4f4e\u6c14\u6e29<\/span><\/span>\n<\/span>\nif<\/span> inf<\/span>[<\/span>1<\/span>].<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>)<\/span> <\/span>is<\/span> <\/span>None<\/span>:<\/span> <\/span># \u5929\u6c14\u9884\u62a5\u53ef\u80fd\u6ca1\u6709\u6700\u9ad8\u6c14\u6e29<\/span><\/span>\ntem_high <\/span>=<\/span> <\/span>None<\/span><\/span>\nelse<\/span>:<\/span><\/span>\ntem_high <\/span>=<\/span> inf<\/span>[<\/span>1<\/span>].<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>).<\/span>string <\/span># \u627e\u5230\u6700\u9ad8\u6c14\u6e29<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>tem_low<\/span>[:<\/span>-<\/span>1<\/span>])<\/span><\/span>\nif<\/span> tem_high<\/span>[<\/span>-<\/span>1<\/span>]<\/span> <\/span>==<\/span> <\/span>'<\/span>\u2103<\/span>'<\/span>:<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>tem_high<\/span>[:<\/span>-<\/span>1<\/span>])<\/span><\/span>\nelse<\/span>:<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>tem_high<\/span>)<\/span><\/span>\n<\/span>\nwind <\/span>=<\/span> inf<\/span>[<\/span>2<\/span>].<\/span>find_all<\/span>(<\/span>'<\/span>span<\/span>'<\/span>)<\/span> <\/span># \u627e\u5230\u98ce\u5411<\/span><\/span>\nfor<\/span> j <\/span>in<\/span> wind<\/span>:<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>j<\/span>[<\/span>'<\/span>title<\/span>'<\/span>])<\/span><\/span>\n<\/span>\nwind_scale <\/span>=<\/span> inf<\/span>[<\/span>2<\/span>].<\/span>find<\/span>(<\/span>'<\/span>i<\/span>'<\/span>).<\/span>string <\/span># \u627e\u5230\u98ce\u7ea7<\/span><\/span>\nindex1 <\/span>=<\/span> wind_scale<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\u7ea7<\/span>'<\/span>)<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>int<\/span>(<\/span>wind_scale<\/span>[<\/span>index1 <\/span>-<\/span> <\/span>1<\/span>:<\/span>index1<\/span>]))<\/span><\/span>\nfinal<\/span>.<\/span>append<\/span>(<\/span>temp<\/span>)<\/span><\/span>\ni <\/span>=<\/span> i <\/span>+<\/span> <\/span>1<\/span><\/span>\nreturn<\/span> final_day<\/span>,<\/span> final<\/span><\/span>\n# print(final)<\/span><\/span>\n<\/span>\ndef<\/span> <\/span>get_content2<\/span>(<\/span>html<\/span>):<\/span><\/span>\n"""<\/span>\u5904\u7406\u5f97\u5230\u6709\u7528\u4fe1\u606f\u4fdd\u5b58\u6570\u636e\u6587\u4ef6<\/span>"""<\/span><\/span>\n final <\/span>=<\/span> <\/span>[]<\/span> <\/span># \u521d\u59cb\u5316\u4e00\u4e2a\u5217\u8868\u4fdd\u5b58\u6570\u636e<\/span><\/span>\nbs <\/span>=<\/span> <\/span>BeautifulSoup<\/span>(<\/span>html<\/span>,<\/span> <\/span>"<\/span>html.parser<\/span>"<\/span>)<\/span> <\/span># \u521b\u5efaBeautifulSoup\u5bf9\u8c61<\/span><\/span>\nbody <\/span>=<\/span> bs<\/span>.<\/span>body<\/span><\/span>\ndata <\/span>=<\/span> body<\/span>.<\/span>find<\/span>(<\/span>'<\/span>div<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>id<\/span>'<\/span>:<\/span> <\/span>'<\/span>15d<\/span>'<\/span>})<\/span> <\/span># \u627e\u5230div\u6807\u7b7e\u4e14id = 15d<\/span><\/span>\nul <\/span>=<\/span> data<\/span>.<\/span>find<\/span>(<\/span>'<\/span>ul<\/span>'<\/span>)<\/span> <\/span># \u627e\u5230\u6240\u6709\u7684ul\u6807\u7b7e<\/span><\/span>\nli <\/span>=<\/span> ul<\/span>.<\/span>find_all<\/span>(<\/span>'<\/span>li<\/span>'<\/span>)<\/span> <\/span># \u627e\u5230\u5de6\u53f3\u7684li\u6807\u7b7e<\/span><\/span>\nfinal <\/span>=<\/span> <\/span>[]<\/span><\/span>\ni <\/span>=<\/span> <\/span>0<\/span> <\/span># \u63a7\u5236\u722c\u53d6\u7684\u5929\u6570<\/span><\/span>\nfor<\/span> day <\/span>in<\/span> li<\/span>:<\/span> <\/span># \u904d\u5386\u627e\u5230\u7684\u6bcf\u4e00\u4e2ali<\/span><\/span>\nif<\/span> i <\/span><<\/span> <\/span>8<\/span>:<\/span><\/span>\ntemp <\/span>=<\/span> <\/span>[]<\/span> <\/span># \u4e34\u65f6\u5b58\u653e\u6bcf\u5929\u7684\u6570\u636e<\/span><\/span>\ndate <\/span>=<\/span> day<\/span>.<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> <\/span>'<\/span>time<\/span>'<\/span>}).<\/span>string <\/span># \u5f97\u5230\u65e5\u671f<\/span><\/span>\ndate <\/span>=<\/span> date<\/span>[<\/span>date<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\uff08<\/span>'<\/span>)<\/span> <\/span>+<\/span> <\/span>1<\/span>:<\/span>-<\/span>2<\/span>]<\/span> <\/span># \u53d6\u51fa\u65e5\u671f\u53f7<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>date<\/span>)<\/span><\/span>\nweather <\/span>=<\/span> day<\/span>.<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> <\/span>'<\/span>wea<\/span>'<\/span>}).<\/span>string <\/span># \u627e\u5230\u5929\u6c14<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>weather<\/span>)<\/span><\/span>\ntem <\/span>=<\/span> day<\/span>.<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> <\/span>'<\/span>tem<\/span>'<\/span>}).<\/span>text <\/span># \u627e\u5230\u6e29\u5ea6<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>tem<\/span>[<\/span>tem<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\/<\/span>'<\/span>)<\/span> <\/span>+<\/span> <\/span>1<\/span>:<\/span>-<\/span>1<\/span>])<\/span> <\/span># \u627e\u5230\u6700\u4f4e\u6c14\u6e29<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>tem<\/span>[:<\/span>tem<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\/<\/span>'<\/span>)<\/span> <\/span>-<\/span> <\/span>1<\/span>])<\/span> <\/span># \u627e\u5230\u6700\u9ad8\u6c14\u6e29<\/span><\/span>\nwind <\/span>=<\/span> day<\/span>.<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> <\/span>'<\/span>wind<\/span>'<\/span>}).<\/span>string <\/span># \u627e\u5230\u98ce\u5411<\/span><\/span>\nif<\/span> <\/span>'<\/span>\u8f6c<\/span>'<\/span> <\/span>in<\/span> wind<\/span>:<\/span> <\/span># \u5982\u679c\u6709\u98ce\u5411\u53d8\u5316<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>wind<\/span>[:<\/span>wind<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\u8f6c<\/span>'<\/span>)])<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>wind<\/span>[<\/span>wind<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\u8f6c<\/span>'<\/span>)<\/span> <\/span>+<\/span> <\/span>1<\/span>:])<\/span><\/span>\nelse<\/span>:<\/span> <\/span># \u5982\u679c\u6ca1\u6709\u98ce\u5411\u53d8\u5316\uff0c\u524d\u540e\u98ce\u5411\u4e00\u81f4<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>wind<\/span>)<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>wind<\/span>)<\/span><\/span>\nwind_scale <\/span>=<\/span> day<\/span>.<\/span>find<\/span>(<\/span>'<\/span>span<\/span>'<\/span>,<\/span> <\/span>{<\/span>'<\/span>class<\/span>'<\/span>:<\/span> <\/span>'<\/span>wind1<\/span>'<\/span>}).<\/span>string <\/span># \u627e\u5230\u98ce\u7ea7<\/span><\/span>\nindex1 <\/span>=<\/span> wind_scale<\/span>.<\/span>index<\/span>(<\/span>'<\/span>\u7ea7<\/span>'<\/span>)<\/span><\/span>\ntemp<\/span>.<\/span>append<\/span>(<\/span>int<\/span>(<\/span>wind_scale<\/span>[<\/span>index1 <\/span>-<\/span> <\/span>1<\/span>:<\/span>index1<\/span>]))<\/span><\/span>\n<\/span>\nfinal<\/span>.<\/span>append<\/span>(<\/span>temp<\/span>)<\/span><\/span>\nreturn<\/span> final<\/span><\/span>\n<\/span>\ndef<\/span> <\/span>write_to_csv<\/span>(<\/span>file_name<\/span>,<\/span> <\/span>data<\/span>,<\/span> <\/span>day<\/span>=<\/span>14<\/span>):<\/span><\/span>\n"""<\/span>\u4fdd\u5b58\u4e3acsv\u6587\u4ef6<\/span>"""<\/span><\/span>\n <\/span># \u5728\u4fdd\u5b58\u6587\u4ef6\u4e4b\u524d\u5148\u68c0\u67e5\u6587\u4ef6\u662f\u5426\u5b58\u5728\uff0c\u5982\u679c\u5b58\u5728\uff0c\u5148\u5220\u9664\u6587\u4ef6\u518d\u8fdb\u884c\u4fdd\u5b58<\/span><\/span>\nif<\/span> os<\/span>.<\/span>path<\/span>.<\/span>exists<\/span>(<\/span>file_name<\/span>):<\/span><\/span>\nos<\/span>.<\/span>remove<\/span>(<\/span>file_name<\/span>)<\/span><\/span>\n<\/span>\nwith<\/span> <\/span>open<\/span>(<\/span>file_name<\/span>,<\/span> <\/span>'<\/span>a<\/span>'<\/span>,<\/span> <\/span>errors<\/span>=<\/span>'<\/span>ignore<\/span>'<\/span>,<\/span> <\/span>newline<\/span>=<\/span>''<\/span>)<\/span> <\/span>as<\/span> f<\/span>:<\/span><\/span>\nif<\/span> day <\/span>==<\/span> <\/span>14<\/span>:<\/span><\/span>\nheader <\/span>=<\/span> <\/span>[<\/span>'<\/span>\u65e5\u671f<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u5929\u6c14<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u6700\u4f4e\u6c14\u6e29<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u6700\u9ad8\u6c14\u6e29<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u98ce\u54111<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u98ce\u54112<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u98ce\u7ea7<\/span>'<\/span>]<\/span><\/span>\nelse<\/span>:<\/span><\/span>\nheader <\/span>=<\/span> <\/span>[<\/span>'<\/span>\u5c0f\u65f6<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u6e29\u5ea6<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u98ce\u529b\u65b9\u5411<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u98ce\u7ea7<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u964d\u6c34\u91cf<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u76f8\u5bf9\u6e7f\u5ea6<\/span>'<\/span>,<\/span> <\/span>'<\/span>\u7a7a\u6c14\u8d28\u91cf<\/span>'<\/span>]<\/span><\/span>\nf_csv <\/span>=<\/span> csv<\/span>.<\/span>writer<\/span>(<\/span>f<\/span>)<\/span><\/span>\nf_csv<\/span>.<\/span>writerow<\/span>(<\/span>header<\/span>)<\/span><\/span>\nf_csv<\/span>.<\/span>writerows<\/span>(<\/span>data<\/span>)<\/span><\/span>\n<\/span>\ndef<\/span> <\/span>main<\/span>():<\/span><\/span>\n"""<\/span>\u4e3b\u51fd\u6570<\/span>"""<\/span><\/span>\n <\/span>print<\/span>(<\/span>"<\/span>Weather test<\/span>"<\/span>)<\/span><\/span>\n# \u73e0\u6d77<\/span><\/span>\nurl1 <\/span>=<\/span> <\/span>'<\/span>http:\/\/www.weather.com.cn\/weather\/101280701.shtml<\/span>'<\/span> <\/span># 7\u5929\u5929\u6c14\u4e2d\u56fd\u5929\u6c14\u7f51<\/span><\/span>\nurl2 <\/span>=<\/span> <\/span>'<\/span>http:\/\/www.weather.com.cn\/weather15d\/101280701.shtml<\/span>'<\/span> <\/span># 8-15\u5929\u5929\u6c14\u4e2d\u56fd\u5929\u6c14\u7f51<\/span><\/span>\n<\/span>\nhtml1 <\/span>=<\/span> <\/span>getHTMLtext<\/span>(<\/span>url1<\/span>)<\/span> <\/span># \u83b7\u53d61-7\u5929html\u9875\u9762\u6570\u636e<\/span><\/span>\ndata1<\/span>,<\/span> data1_7 <\/span>=<\/span> <\/span>get_content<\/span>(<\/span>html1<\/span>)<\/span> <\/span># \u83b7\u5f971-7\u5929\u548c\u5f53\u5929\u7684\u6570\u636e<\/span><\/span>\n<\/span>\nhtml2 <\/span>=<\/span> <\/span>getHTMLtext<\/span>(<\/span>url2<\/span>)<\/span> <\/span># \u83b7\u53d68-15\u5929html\u9875\u9762\u6570\u636e<\/span><\/span>\ndata8_14 <\/span>=<\/span> <\/span>get_content2<\/span>(<\/span>html2<\/span>)<\/span> <\/span># \u83b7\u5f978-14\u5929\u6570\u636e<\/span><\/span>\ndata14 <\/span>=<\/span> data1_7 <\/span>+<\/span> data8_14<\/span><\/span>\n# print(data)<\/span><\/span>\nwrite_to_csv<\/span>(<\/span>'<\/span>weather14.csv<\/span>'<\/span>,<\/span> data14<\/span>,<\/span> <\/span>14<\/span>)<\/span> <\/span># \u4fdd\u5b58\u4e3acsv\u6587\u4ef6<\/span><\/span>\nwrite_to_csv<\/span>(<\/span>'<\/span>weather1.csv<\/span>'<\/span>,<\/span> data1<\/span>,<\/span> <\/span>1<\/span>)<\/span><\/span>\n<\/span>\nif<\/span> __name__ <\/span>==<\/span> <\/span>'<\/span>__main__<\/span>'<\/span>:<\/span><\/span>\nmain<\/span>()<\/span><\/span>\n<\/span>\n<\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
\u7b2c\u4e8c\u90e8\u5206\uff1a<\/p>\n\n\n\n
data1_analysis.py\uff08\u5f53\u5929\u5929\u6c14\u56fe\u5f62\u7ed8\u5236\uff09<\/p>\n\n\n\n
1.\u8bfb\u53d6\u5929\u6c14\u6570\u636e -> 2.\u901a\u8fc7\u8bfb\u53d6\u5230\u7684\u6570\u636e\u7ed8\u5236\u6e29\u5ea6\u66f2\u7ebf -> 3.\u901a\u8fc7\u8bfb\u53d6\u5230\u7684\u6570\u636e\u7ed8\u5236\u76f8\u5bf9\u6e7f\u5ea6\u66f2\u7ebf -> 4.\u901a\u8fc7\u8bfb\u53d6\u5230\u7684\u6570\u636e\u7ed8\u5236\u7a7a\u6c14\u8d28\u91cf\u66f2\u7ebf -> 5.\u901a\u8fc7\u8bfb\u53d6\u5230\u7684\u6570\u636e\u7ed8\u5236\u98ce\u5411\u96f7\u8fbe\u56fe -> 6.\u901a\u8fc7\u8bfb\u53d6\u5230\u7684\u6570\u636e\u7ed8\u5236\u6e29\u6e7f\u5ea6\u76f8\u5173\u6027\u5206\u6790<\/p>\n\n\n\n
\u8fd9\u91cc\u4f7f\u7528\u4e86matplotlib\u5e93\u4e2d\u7684plt.plot()\u65b9\u6cd5\u8fdb\u884c\u56fe\u5f62\u7ed8\u5236<\/p>\n\n\n\n
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# data1_analysis.py<\/span><\/span>\nimport<\/span> matplotlib<\/span>.<\/span>pyplot <\/span>as<\/span> plt<\/span><\/span>\nimport<\/span> numpy <\/span>as<\/span> np<\/span><\/span>\nimport<\/span> pandas <\/span>as<\/span> pd<\/span><\/span>\nimport<\/span> math<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>tem_curve<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u6e29\u5ea6\u66f2\u7ebf\u7ed8\u5236<\/span>"""<\/span><\/span>\n    hour <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u5c0f\u65f6<\/span>'<\/span>])<\/span><\/span>\n    tem <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u6e29\u5ea6<\/span>'<\/span>])<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        <\/span>if<\/span> math<\/span>.<\/span>isnan<\/span>(<\/span>tem<\/span>[<\/span>i<\/span>])<\/span> <\/span>==<\/span> <\/span>True<\/span>:<\/span><\/span>\n            tem<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> tem<\/span>[<\/span>i <\/span>-<\/span> <\/span>1<\/span>]<\/span><\/span>\n    tem_ave <\/span>=<\/span> <\/span>sum<\/span>(<\/span>tem<\/span>)<\/span> <\/span>\/<\/span> <\/span>24<\/span>  <\/span># \u6c42\u5e73\u5747\u6e29\u5ea6<\/span><\/span>\n    tem_max <\/span>=<\/span> <\/span>max<\/span>(<\/span>tem<\/span>)<\/span><\/span>\n    tem_max_hour <\/span>=<\/span> hour<\/span>[<\/span>tem<\/span>.<\/span>index<\/span>(<\/span>tem_max<\/span>)]<\/span>  <\/span># \u6c42\u6700\u9ad8\u6e29\u5ea6<\/span><\/span>\n    tem_min <\/span>=<\/span> <\/span>min<\/span>(<\/span>tem<\/span>)<\/span><\/span>\n    tem_min_hour <\/span>=<\/span> hour<\/span>[<\/span>tem<\/span>.<\/span>index<\/span>(<\/span>tem_min<\/span>)]<\/span>  <\/span># \u6c42\u6700\u4f4e\u6e29\u5ea6<\/span><\/span>\n    x <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    y <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        x<\/span>.<\/span>append<\/span>(<\/span>i<\/span>)<\/span><\/span>\n        y<\/span>.<\/span>append<\/span>(<\/span>tem<\/span>[<\/span>hour<\/span>.<\/span>index<\/span>(<\/span>i<\/span>)])<\/span><\/span>\n    plt<\/span>.<\/span>figure<\/span>(<\/span>1<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>(<\/span>x<\/span>,<\/span> y<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>red<\/span>'<\/span>,<\/span> <\/span>label<\/span>=<\/span>'<\/span>\u6e29\u5ea6<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u6e29\u5ea6\u66f2\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>scatter<\/span>(<\/span>x<\/span>,<\/span> y<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>red<\/span>'<\/span>)<\/span>  <\/span># \u70b9\u51fa\u6bcf\u4e2a\u65f6\u523b\u7684\u6e29\u5ea6\u70b9<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>([<\/span>0<\/span>,<\/span> <\/span>24<\/span>],<\/span> <\/span>[<\/span>tem_ave<\/span>,<\/span> tem_ave<\/span>],<\/span> <\/span>c<\/span>=<\/span>'<\/span>blue<\/span>'<\/span>,<\/span> <\/span>linestyle<\/span>=<\/span>'<\/span>--<\/span>'<\/span>,<\/span> <\/span>label<\/span>=<\/span>'<\/span>\u5e73\u5747\u6e29\u5ea6<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u5e73\u5747\u6e29\u5ea6\u865a\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>tem_max_hour <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> tem_max <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>tem_max<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u9ad8\u6e29\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>tem_min_hour <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> tem_min <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>tem_min<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u4f4e\u6e29\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>xticks<\/span>(<\/span>x<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>legend<\/span>()<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u4e00\u5929\u6e29\u5ea6\u53d8\u5316\u66f2\u7ebf\u56fe<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>xlabel<\/span>(<\/span>'<\/span>\u65f6\u95f4\/h<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>ylabel<\/span>(<\/span>'<\/span>\u6444\u6c0f\u5ea6\/\u2103<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>hum_curve<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u76f8\u5bf9\u6e7f\u5ea6\u66f2\u7ebf\u7ed8\u5236<\/span>"""<\/span><\/span>\n    hour <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u5c0f\u65f6<\/span>'<\/span>])<\/span><\/span>\n    hum <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u76f8\u5bf9\u6e7f\u5ea6<\/span>'<\/span>])<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        <\/span>if<\/span> math<\/span>.<\/span>isnan<\/span>(<\/span>hum<\/span>[<\/span>i<\/span>])<\/span> <\/span>==<\/span> <\/span>True<\/span>:<\/span><\/span>\n            hum<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> hum<\/span>[<\/span>i <\/span>-<\/span> <\/span>1<\/span>]<\/span><\/span>\n    hum_ave <\/span>=<\/span> <\/span>sum<\/span>(<\/span>hum<\/span>)<\/span> <\/span>\/<\/span> <\/span>24<\/span>  <\/span># \u6c42\u5e73\u5747\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\n    hum_max <\/span>=<\/span> <\/span>max<\/span>(<\/span>hum<\/span>)<\/span><\/span>\n    hum_max_hour <\/span>=<\/span> hour<\/span>[<\/span>hum<\/span>.<\/span>index<\/span>(<\/span>hum_max<\/span>)]<\/span>  <\/span># \u6c42\u6700\u9ad8\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\n    hum_min <\/span>=<\/span> <\/span>min<\/span>(<\/span>hum<\/span>)<\/span><\/span>\n    hum_min_hour <\/span>=<\/span> hour<\/span>[<\/span>hum<\/span>.<\/span>index<\/span>(<\/span>hum_min<\/span>)]<\/span>  <\/span># \u6c42\u6700\u4f4e\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\n    x <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    y <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        x<\/span>.<\/span>append<\/span>(<\/span>i<\/span>)<\/span><\/span>\n        y<\/span>.<\/span>append<\/span>(<\/span>hum<\/span>[<\/span>hour<\/span>.<\/span>index<\/span>(<\/span>i<\/span>)])<\/span><\/span>\n    plt<\/span>.<\/span>figure<\/span>(<\/span>2<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>(<\/span>x<\/span>,<\/span> y<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>blue<\/span>'<\/span>,<\/span> <\/span>label<\/span>=<\/span>'<\/span>\u76f8\u5bf9\u6e7f\u5ea6<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u76f8\u5bf9\u6e7f\u5ea6\u66f2\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>scatter<\/span>(<\/span>x<\/span>,<\/span> y<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>blue<\/span>'<\/span>)<\/span>  <\/span># \u70b9\u51fa\u6bcf\u4e2a\u65f6\u523b\u7684\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>([<\/span>0<\/span>,<\/span> <\/span>24<\/span>],<\/span> <\/span>[<\/span>hum_ave<\/span>,<\/span> hum_ave<\/span>],<\/span> <\/span>c<\/span>=<\/span>'<\/span>red<\/span>'<\/span>,<\/span> <\/span>linestyle<\/span>=<\/span>'<\/span>--<\/span>'<\/span>,<\/span> <\/span>label<\/span>=<\/span>'<\/span>\u5e73\u5747\u76f8\u5bf9\u6e7f\u5ea6<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u5e73\u5747\u76f8\u5bf9\u6e7f\u5ea6\u865a\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>hum_max_hour <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> hum_max <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>hum_max<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u9ad8\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>hum_min_hour <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> hum_min <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>hum_min<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u4f4e\u76f8\u5bf9\u6e7f\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>xticks<\/span>(<\/span>x<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>legend<\/span>()<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u4e00\u5929\u76f8\u5bf9\u6e7f\u5ea6\u53d8\u5316\u66f2\u7ebf\u56fe<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>xlabel<\/span>(<\/span>'<\/span>\u65f6\u95f4\/h<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>ylabel<\/span>(<\/span>'<\/span>\u767e\u5206\u6bd4\/%<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>air_curve<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u7a7a\u6c14\u8d28\u91cf\u66f2\u7ebf\u7ed8\u5236<\/span>"""<\/span><\/span>\n    hour <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u5c0f\u65f6<\/span>'<\/span>])<\/span><\/span>\n    air <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u7a7a\u6c14\u8d28\u91cf<\/span>'<\/span>])<\/span><\/span>\n    <\/span>print<\/span>(<\/span>type<\/span>(<\/span>air<\/span>[<\/span>0<\/span>]))<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        <\/span>if<\/span> math<\/span>.<\/span>isnan<\/span>(<\/span>air<\/span>[<\/span>i<\/span>])<\/span> <\/span>==<\/span> <\/span>True<\/span>:<\/span><\/span>\n            air<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> air<\/span>[<\/span>i <\/span>-<\/span> <\/span>1<\/span>]<\/span><\/span>\n    air_ave <\/span>=<\/span> <\/span>sum<\/span>(<\/span>air<\/span>)<\/span> <\/span>\/<\/span> <\/span>24<\/span>  <\/span># \u6c42\u5e73\u5747\u7a7a\u6c14\u8d28\u91cf<\/span><\/span>\n    air_max <\/span>=<\/span> <\/span>max<\/span>(<\/span>air<\/span>)<\/span><\/span>\n    air_max_hour <\/span>=<\/span> hour<\/span>[<\/span>air<\/span>.<\/span>index<\/span>(<\/span>air_max<\/span>)]<\/span>  <\/span># \u6c42\u6700\u9ad8\u7a7a\u6c14\u8d28\u91cf<\/span><\/span>\n    air_min <\/span>=<\/span> <\/span>min<\/span>(<\/span>air<\/span>)<\/span><\/span>\n    air_min_hour <\/span>=<\/span> hour<\/span>[<\/span>air<\/span>.<\/span>index<\/span>(<\/span>air_min<\/span>)]<\/span>  <\/span># \u6c42\u6700\u4f4e\u7a7a\u6c14\u8d28\u91cf<\/span><\/span>\n    x <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    y <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        x<\/span>.<\/span>append<\/span>(<\/span>i<\/span>)<\/span><\/span>\n        y<\/span>.<\/span>append<\/span>(<\/span>air<\/span>[<\/span>hour<\/span>.<\/span>index<\/span>(<\/span>i<\/span>)])<\/span><\/span>\n    plt<\/span>.<\/span>figure<\/span>(<\/span>3<\/span>)<\/span><\/span>\n<\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        <\/span>if<\/span> y<\/span>[<\/span>i<\/span>]<\/span> <\/span><=<\/span> <\/span>50<\/span>:<\/span><\/span>\n            plt<\/span>.<\/span>bar<\/span>(<\/span>x<\/span>[<\/span>i<\/span>],<\/span> y<\/span>[<\/span>i<\/span>],<\/span> <\/span>color<\/span>=<\/span>'<\/span>lightgreen<\/span>'<\/span>,<\/span> <\/span>width<\/span>=<\/span>0.7<\/span>)<\/span>  <\/span># 1\u7b49\u7ea7<\/span><\/span>\n        <\/span>elif<\/span> y<\/span>[<\/span>i<\/span>]<\/span> <\/span><=<\/span> <\/span>100<\/span>:<\/span><\/span>\n            plt<\/span>.<\/span>bar<\/span>(<\/span>x<\/span>[<\/span>i<\/span>],<\/span> y<\/span>[<\/span>i<\/span>],<\/span> <\/span>color<\/span>=<\/span>'<\/span>wheat<\/span>'<\/span>,<\/span> <\/span>width<\/span>=<\/span>0.7<\/span>)<\/span>  <\/span># 2\u7b49\u7ea7<\/span><\/span>\n        <\/span>elif<\/span> y<\/span>[<\/span>i<\/span>]<\/span> <\/span><=<\/span> <\/span>150<\/span>:<\/span><\/span>\n            plt<\/span>.<\/span>bar<\/span>(<\/span>x<\/span>[<\/span>i<\/span>],<\/span> y<\/span>[<\/span>i<\/span>],<\/span> <\/span>color<\/span>=<\/span>'<\/span>orange<\/span>'<\/span>,<\/span> <\/span>width<\/span>=<\/span>0.7<\/span>)<\/span>  <\/span># 3\u7b49\u7ea7<\/span><\/span>\n        <\/span>elif<\/span> y<\/span>[<\/span>i<\/span>]<\/span> <\/span><=<\/span> <\/span>200<\/span>:<\/span><\/span>\n            plt<\/span>.<\/span>bar<\/span>(<\/span>x<\/span>[<\/span>i<\/span>],<\/span> y<\/span>[<\/span>i<\/span>],<\/span> <\/span>color<\/span>=<\/span>'<\/span>orangered<\/span>'<\/span>,<\/span> <\/span>width<\/span>=<\/span>0.7<\/span>)<\/span>  <\/span># 4\u7b49\u7ea7<\/span><\/span>\n        <\/span>elif<\/span> y<\/span>[<\/span>i<\/span>]<\/span> <\/span><=<\/span> <\/span>300<\/span>:<\/span><\/span>\n            plt<\/span>.<\/span>bar<\/span>(<\/span>x<\/span>[<\/span>i<\/span>],<\/span> y<\/span>[<\/span>i<\/span>],<\/span> <\/span>color<\/span>=<\/span>'<\/span>darkviolet<\/span>'<\/span>,<\/span> <\/span>width<\/span>=<\/span>0.7<\/span>)<\/span>  <\/span># 5\u7b49\u7ea7<\/span><\/span>\n        <\/span>elif<\/span> y<\/span>[<\/span>i<\/span>]<\/span> <\/span>><\/span> <\/span>300<\/span>:<\/span><\/span>\n            plt<\/span>.<\/span>bar<\/span>(<\/span>x<\/span>[<\/span>i<\/span>],<\/span> y<\/span>[<\/span>i<\/span>],<\/span> <\/span>color<\/span>=<\/span>'<\/span>maroon<\/span>'<\/span>,<\/span> <\/span>width<\/span>=<\/span>0.7<\/span>)<\/span>  <\/span># 6\u7b49\u7ea7<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>([<\/span>0<\/span>,<\/span> <\/span>24<\/span>],<\/span> <\/span>[<\/span>air_ave<\/span>,<\/span> air_ave<\/span>],<\/span> <\/span>c<\/span>=<\/span>'<\/span>black<\/span>'<\/span>,<\/span> <\/span>linestyle<\/span>=<\/span>'<\/span>--<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u5e73\u5747\u7a7a\u6c14\u8d28\u91cf\u865a\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>air_max_hour <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> air_max <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>air_max<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u9ad8\u7a7a\u6c14\u8d28\u91cf<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>air_min_hour <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> air_min <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>air_min<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u4f4e\u7a7a\u6c14\u8d28\u91cf<\/span><\/span>\n    plt<\/span>.<\/span>xticks<\/span>(<\/span>x<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u4e00\u5929\u7a7a\u6c14\u8d28\u91cf\u53d8\u5316\u66f2\u7ebf\u56fe<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>xlabel<\/span>(<\/span>'<\/span>\u65f6\u95f4\/h<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>ylabel<\/span>(<\/span>'<\/span>\u7a7a\u6c14\u8d28\u91cf\u6307\u6570AQI<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>wind_radar<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u98ce\u5411\u96f7\u8fbe\u56fe<\/span>"""<\/span><\/span>\n    wind <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u98ce\u529b\u65b9\u5411<\/span>'<\/span>])<\/span><\/span>\n    wind_speed <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u98ce\u7ea7<\/span>'<\/span>])<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n        <\/span>if<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u5317\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>90<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u5357\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>270<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u897f\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>180<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u4e1c\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>360<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u4e1c\u5317\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>45<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u897f\u5317\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>135<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u897f\u5357\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>225<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u4e1c\u5357\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>315<\/span><\/span>\n    degs <\/span>=<\/span> np<\/span>.<\/span>arange<\/span>(<\/span>45<\/span>,<\/span> <\/span>361<\/span>,<\/span> <\/span>45<\/span>)<\/span><\/span>\n    temp <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    <\/span>for<\/span> deg <\/span>in<\/span> degs<\/span>:<\/span><\/span>\n        speed <\/span>=<\/span> <\/span>[]<\/span><\/span>\n        <\/span># \u83b7\u53d6 wind_deg \u5728\u6307\u5b9a\u8303\u56f4\u7684\u98ce\u901f\u5e73\u5747\u503c\u6570\u636e<\/span><\/span>\n        <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>24<\/span>):<\/span><\/span>\n            <\/span>if<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> deg<\/span>:<\/span><\/span>\n                speed<\/span>.<\/span>append<\/span>(<\/span>wind_speed<\/span>[<\/span>i<\/span>])<\/span><\/span>\n        <\/span>if<\/span> <\/span>len<\/span>(<\/span>speed<\/span>)<\/span> <\/span>==<\/span> <\/span>0<\/span>:<\/span><\/span>\n            temp<\/span>.<\/span>append<\/span>(<\/span>0<\/span>)<\/span><\/span>\n        <\/span>else<\/span>:<\/span><\/span>\n            temp<\/span>.<\/span>append<\/span>(<\/span>sum<\/span>(<\/span>speed<\/span>)<\/span> <\/span>\/<\/span> <\/span>len<\/span>(<\/span>speed<\/span>))<\/span><\/span>\n    <\/span>print<\/span>(<\/span>temp<\/span>)<\/span><\/span>\n    N <\/span>=<\/span> <\/span>8<\/span><\/span>\n    theta <\/span>=<\/span> np<\/span>.<\/span>arange<\/span>(<\/span>0<\/span>.<\/span> <\/span>+<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> <\/span>8<\/span>,<\/span> <\/span>2<\/span> <\/span>*<\/span> np<\/span>.<\/span>pi <\/span>+<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> <\/span>8<\/span>,<\/span> <\/span>2<\/span> <\/span>*<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> <\/span>8<\/span>)<\/span><\/span>\n    <\/span># \u6570\u636e\u6781\u5f84<\/span><\/span>\n    radii <\/span>=<\/span> np<\/span>.<\/span>array<\/span>(<\/span>temp<\/span>)<\/span><\/span>\n    <\/span># \u7ed8\u5236\u6781\u533a\u56fe\u5750\u6807\u7cfb<\/span><\/span>\n    plt<\/span>.<\/span>axes<\/span>(<\/span>polar<\/span>=True<\/span>)<\/span><\/span>\n    <\/span># \u5b9a\u4e49\u6bcf\u4e2a\u6247\u533a\u7684RGB\u503c\uff08R,G,B\uff09\uff0cx\u8d8a\u5927\uff0c\u5bf9\u5e94\u7684\u989c\u8272\u8d8a\u63a5\u8fd1\u84dd\u8272<\/span><\/span>\n    colors <\/span>=<\/span> <\/span>[(<\/span>1<\/span> <\/span>-<\/span> x <\/span>\/<\/span> <\/span>max<\/span>(<\/span>temp<\/span>),<\/span> <\/span>1<\/span> <\/span>-<\/span> x <\/span>\/<\/span> <\/span>max<\/span>(<\/span>temp<\/span>),<\/span> <\/span>0.6<\/span>)<\/span> <\/span>for<\/span> x <\/span>in<\/span> radii<\/span>]<\/span><\/span>\n    plt<\/span>.<\/span>bar<\/span>(<\/span>theta<\/span>,<\/span> radii<\/span>,<\/span> <\/span>width<\/span>=<\/span>(<\/span>2<\/span> <\/span>*<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> N<\/span>),<\/span> <\/span>bottom<\/span>=<\/span>0.0<\/span>,<\/span> <\/span>color<\/span>=<\/span>colors<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u4e00\u5929\u98ce\u7ea7\u56fe<\/span>'<\/span>,<\/span> <\/span>x<\/span>=<\/span>0.2<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>20<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>calc_corr<\/span>(<\/span>a<\/span>,<\/span> <\/span>b<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u8ba1\u7b97\u76f8\u5173\u7cfb\u6570<\/span>"""<\/span><\/span>\n    a_avg <\/span>=<\/span> <\/span>sum<\/span>(<\/span>a<\/span>)<\/span> <\/span>\/<\/span> <\/span>len<\/span>(<\/span>a<\/span>)<\/span><\/span>\n    b_avg <\/span>=<\/span> <\/span>sum<\/span>(<\/span>b<\/span>)<\/span> <\/span>\/<\/span> <\/span>len<\/span>(<\/span>b<\/span>)<\/span><\/span>\n    cov_ab <\/span>=<\/span> <\/span>sum<\/span>([(<\/span>x <\/span>-<\/span> a_avg<\/span>)<\/span> <\/span>*<\/span> <\/span>(<\/span>y <\/span>-<\/span> b_avg<\/span>)<\/span> <\/span>for<\/span> x<\/span>,<\/span> y <\/span>in<\/span> <\/span>zip<\/span>(<\/span>a<\/span>,<\/span> b<\/span>)])<\/span><\/span>\n    sq <\/span>=<\/span> math<\/span>.<\/span>sqrt<\/span>(<\/span>sum<\/span>([(<\/span>x <\/span>-<\/span> a_avg<\/span>)<\/span> <\/span>**<\/span> <\/span>2<\/span> <\/span>for<\/span> x <\/span>in<\/span> a<\/span>])<\/span> <\/span>*<\/span> <\/span>sum<\/span>([(<\/span>x <\/span>-<\/span> b_avg<\/span>)<\/span> <\/span>**<\/span> <\/span>2<\/span> <\/span>for<\/span> x <\/span>in<\/span> b<\/span>]))<\/span><\/span>\n    corr_factor <\/span>=<\/span> cov_ab <\/span>\/<\/span> sq<\/span><\/span>\n    <\/span>return<\/span> corr_factor<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>corr_tem_hum<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u6e29\u6e7f\u5ea6\u76f8\u5173\u6027\u5206\u6790<\/span>"""<\/span><\/span>\n    tem <\/span>=<\/span> data<\/span>[<\/span>'<\/span>\u6e29\u5ea6<\/span>'<\/span>]<\/span><\/span>\n    hum <\/span>=<\/span> data<\/span>[<\/span>'<\/span>\u76f8\u5bf9\u6e7f\u5ea6<\/span>'<\/span>]<\/span><\/span>\n    plt<\/span>.<\/span>scatter<\/span>(<\/span>tem<\/span>,<\/span> hum<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>blue<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>"<\/span>\u6e29\u6e7f\u5ea6\u76f8\u5173\u6027\u5206\u6790\u56fe<\/span>"<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>xlabel<\/span>(<\/span>"<\/span>\u6e29\u5ea6\/\u2103<\/span>"<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>ylabel<\/span>(<\/span>"<\/span>\u76f8\u5bf9\u6e7f\u5ea6\/%<\/span>"<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>20<\/span>,<\/span> <\/span>40<\/span>,<\/span> <\/span>"<\/span>\u76f8\u5173\u7cfb\u6570\u4e3a\uff1a<\/span>"<\/span> <\/span>+<\/span> <\/span>str<\/span>(<\/span>calc_corr<\/span>(<\/span>tem<\/span>,<\/span> hum<\/span>)),<\/span> <\/span>fontsize<\/span>=<\/span>10<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>red<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n    <\/span>print<\/span>(<\/span>"<\/span>\u76f8\u5173\u7cfb\u6570\u4e3a\uff1a<\/span>"<\/span> <\/span>+<\/span> <\/span>str<\/span>(<\/span>calc_corr<\/span>(<\/span>tem<\/span>,<\/span> hum<\/span>)))<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>main<\/span>():<\/span><\/span>\n    plt<\/span>.<\/span>rcParams<\/span>[<\/span>'<\/span>font.sans-serif<\/span>'<\/span>]<\/span> <\/span>=<\/span> <\/span>[<\/span>'<\/span>SimHei<\/span>'<\/span>]<\/span>  <\/span># \u89e3\u51b3\u4e2d\u6587\u663e\u793a\u95ee\u9898<\/span><\/span>\n    plt<\/span>.<\/span>rcParams<\/span>[<\/span>'<\/span>axes.unicode_minus<\/span>'<\/span>]<\/span> <\/span>=<\/span> <\/span>False<\/span>  <\/span># \u89e3\u51b3\u8d1f\u53f7\u663e\u793a\u95ee\u9898<\/span><\/span>\n    data1 <\/span>=<\/span> pd<\/span>.<\/span>read_csv<\/span>(<\/span>'<\/span>weather1.csv<\/span>'<\/span>,<\/span> <\/span>encoding<\/span>=<\/span>'<\/span>gb2312<\/span>'<\/span>)<\/span><\/span>\n    <\/span>print<\/span>(<\/span>data1<\/span>)<\/span><\/span>\n    <\/span>tem_curve<\/span>(<\/span>data1<\/span>)<\/span><\/span>\n    <\/span>hum_curve<\/span>(<\/span>data1<\/span>)<\/span><\/span>\n    <\/span>air_curve<\/span>(<\/span>data1<\/span>)<\/span><\/span>\n    <\/span>wind_radar<\/span>(<\/span>data1<\/span>)<\/span><\/span>\n    <\/span>corr_tem_hum<\/span>(<\/span>data1<\/span>)<\/span><\/span>\n<\/span>\n<\/span>\nif<\/span> __name__ <\/span>==<\/span> <\/span>'<\/span>__main__<\/span>'<\/span>:<\/span><\/span>\n    <\/span>main<\/span>()<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
\u7b2c\u4e09\u90e8\u5206\uff1a<\/p>\n\n\n\n
data14_analysis.py \uff0814\u5929\u5929\u6c14\u56fe\u5f62\u7ed8\u5236\uff09<\/p>\n\n\n\n
\u548c\u4e0a\u9762\u5f53\u5929\u5929\u6c14\u56fe\u5f62\u7ed8\u5236\u4e00\u6837\uff0c\u5148\u8bfb\u53d6csv\u4e2d\u7684\u5929\u6c14\u6570\u636e\uff0c\u7136\u540e\u7ed8\u5236\u6e29\u5ea6\u66f2\u7ebf\u3001\u98ce\u5411\u96f7\u8fbe\u56fe\u3001\u5929\u6c14\u997c\u56fe<\/p>\n\n\n\n
<\/circle><\/circle><\/circle><\/g><\/svg><\/span><\/path><\/path><\/svg><\/span>
# data14_analysis.py<\/span><\/span>\nimport<\/span> matplotlib<\/span>.<\/span>pyplot <\/span>as<\/span> plt<\/span><\/span>\nimport<\/span> numpy <\/span>as<\/span> np<\/span><\/span>\nimport<\/span> pandas <\/span>as<\/span> pd<\/span><\/span>\nimport<\/span> math<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>tem_curve<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u6e29\u5ea6\u66f2\u7ebf\u7ed8\u5236<\/span>"""<\/span><\/span>\n    date <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u65e5\u671f<\/span>'<\/span>])<\/span><\/span>\n    tem_low <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u6700\u4f4e\u6c14\u6e29<\/span>'<\/span>])<\/span><\/span>\n    tem_high <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u6700\u9ad8\u6c14\u6e29<\/span>'<\/span>])<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>14<\/span>):<\/span><\/span>\n        <\/span>if<\/span> math<\/span>.<\/span>isnan<\/span>(<\/span>tem_low<\/span>[<\/span>i<\/span>])<\/span> <\/span>==<\/span> <\/span>True<\/span>:<\/span><\/span>\n            tem_low<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> tem_low<\/span>[<\/span>i <\/span>-<\/span> <\/span>1<\/span>]<\/span><\/span>\n        <\/span>if<\/span> math<\/span>.<\/span>isnan<\/span>(<\/span>tem_high<\/span>[<\/span>i<\/span>])<\/span> <\/span>==<\/span> <\/span>True<\/span>:<\/span><\/span>\n            tem_high<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> tem_high<\/span>[<\/span>i <\/span>-<\/span> <\/span>1<\/span>]<\/span><\/span>\n<\/span>\n    tem_high_ave <\/span>=<\/span> <\/span>sum<\/span>(<\/span>tem_high<\/span>)<\/span> <\/span>\/<\/span> <\/span>14<\/span>  <\/span># \u6c42\u5e73\u5747\u9ad8\u6e29<\/span><\/span>\n    tem_low_ave <\/span>=<\/span> <\/span>sum<\/span>(<\/span>tem_low<\/span>)<\/span> <\/span>\/<\/span> <\/span>14<\/span>  <\/span># \u6c42\u5e73\u5747\u4f4e\u6e29<\/span><\/span>\n<\/span>\n    tem_max <\/span>=<\/span> <\/span>max<\/span>(<\/span>tem_high<\/span>)<\/span><\/span>\n    tem_max_date <\/span>=<\/span> tem_high<\/span>.<\/span>index<\/span>(<\/span>tem_max<\/span>)<\/span>  <\/span># \u6c42\u6700\u9ad8\u6e29\u5ea6<\/span><\/span>\n    tem_min <\/span>=<\/span> <\/span>min<\/span>(<\/span>tem_low<\/span>)<\/span><\/span>\n    tem_min_date <\/span>=<\/span> tem_low<\/span>.<\/span>index<\/span>(<\/span>tem_min<\/span>)<\/span>  <\/span># \u6c42\u6700\u4f4e\u6e29\u5ea6<\/span><\/span>\n<\/span>\n    x <\/span>=<\/span> <\/span>range<\/span>(<\/span>1<\/span>,<\/span> <\/span>15<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>figure<\/span>(<\/span>1<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>(<\/span>x<\/span>,<\/span> tem_high<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>red<\/span>'<\/span>,<\/span> <\/span>label<\/span>=<\/span>'<\/span>\u9ad8\u6e29<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u9ad8\u6e29\u5ea6\u66f2\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>scatter<\/span>(<\/span>x<\/span>,<\/span> tem_high<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>red<\/span>'<\/span>)<\/span>  <\/span># \u70b9\u51fa\u6bcf\u4e2a\u65f6\u523b\u7684\u6e29\u5ea6\u70b9<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>(<\/span>x<\/span>,<\/span> tem_low<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>blue<\/span>'<\/span>,<\/span> <\/span>label<\/span>=<\/span>'<\/span>\u4f4e\u6e29<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u4f4e\u6e29\u5ea6\u66f2\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>scatter<\/span>(<\/span>x<\/span>,<\/span> tem_low<\/span>,<\/span> <\/span>color<\/span>=<\/span>'<\/span>blue<\/span>'<\/span>)<\/span>  <\/span># \u70b9\u51fa\u6bcf\u4e2a\u65f6\u523b\u7684\u6e29\u5ea6\u70b9<\/span><\/span>\n<\/span>\n    plt<\/span>.<\/span>plot<\/span>([<\/span>1<\/span>,<\/span> <\/span>15<\/span>],<\/span> <\/span>[<\/span>tem_high_ave<\/span>,<\/span> tem_high_ave<\/span>],<\/span> <\/span>c<\/span>=<\/span>'<\/span>black<\/span>'<\/span>,<\/span> <\/span>linestyle<\/span>=<\/span>'<\/span>--<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u5e73\u5747\u6e29\u5ea6\u865a\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>plot<\/span>([<\/span>1<\/span>,<\/span> <\/span>15<\/span>],<\/span> <\/span>[<\/span>tem_low_ave<\/span>,<\/span> tem_low_ave<\/span>],<\/span> <\/span>c<\/span>=<\/span>'<\/span>black<\/span>'<\/span>,<\/span> <\/span>linestyle<\/span>=<\/span>'<\/span>--<\/span>'<\/span>)<\/span>  <\/span># \u753b\u51fa\u5e73\u5747\u6e29\u5ea6\u865a\u7ebf<\/span><\/span>\n    plt<\/span>.<\/span>legend<\/span>()<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>tem_max_date <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> tem_max <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>tem_max<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u9ad8\u6e29\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>text<\/span>(<\/span>tem_min_date <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> tem_min <\/span>+<\/span> <\/span>0.15<\/span>,<\/span> <\/span>str<\/span>(<\/span>tem_min<\/span>),<\/span> <\/span>ha<\/span>=<\/span>'<\/span>center<\/span>'<\/span>,<\/span> <\/span>va<\/span>=<\/span>'<\/span>bottom<\/span>'<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>10.5<\/span>)<\/span>  <\/span># \u6807\u51fa\u6700\u4f4e\u6e29\u5ea6<\/span><\/span>\n    plt<\/span>.<\/span>xticks<\/span>(<\/span>x<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u672a\u676514\u5929\u9ad8\u6e29\u4f4e\u6e29\u53d8\u5316\u66f2\u7ebf\u56fe<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>xlabel<\/span>(<\/span>'<\/span>\u672a\u6765\u5929\u6570\/\u5929<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>ylabel<\/span>(<\/span>'<\/span>\u6444\u6c0f\u5ea6\/\u2103<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>change_wind<\/span>(<\/span>wind<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u6539\u53d8\u98ce\u5411<\/span>"""<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>14<\/span>):<\/span><\/span>\n        <\/span>if<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u5317\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>90<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u5357\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>270<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u897f\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>180<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u4e1c\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>360<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u4e1c\u5317\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>45<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u897f\u5317\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>135<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u897f\u5357\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>225<\/span><\/span>\n        <\/span>elif<\/span> wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> <\/span>"<\/span>\u4e1c\u5357\u98ce<\/span>"<\/span>:<\/span><\/span>\n            wind<\/span>[<\/span>i<\/span>]<\/span> <\/span>=<\/span> <\/span>315<\/span><\/span>\n    <\/span>return<\/span> wind<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>wind_radar<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u98ce\u5411\u96f7\u8fbe\u56fe<\/span>"""<\/span><\/span>\n    wind1 <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u98ce\u54111<\/span>'<\/span>])<\/span><\/span>\n    wind2 <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u98ce\u54112<\/span>'<\/span>])<\/span><\/span>\n    wind_speed <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u98ce\u7ea7<\/span>'<\/span>])<\/span><\/span>\n    wind1 <\/span>=<\/span> <\/span>change_wind<\/span>(<\/span>wind1<\/span>)<\/span><\/span>\n    wind2 <\/span>=<\/span> <\/span>change_wind<\/span>(<\/span>wind2<\/span>)<\/span><\/span>\n<\/span>\n    degs <\/span>=<\/span> np<\/span>.<\/span>arange<\/span>(<\/span>45<\/span>,<\/span> <\/span>361<\/span>,<\/span> <\/span>45<\/span>)<\/span><\/span>\n    temp <\/span>=<\/span> <\/span>[]<\/span><\/span>\n    <\/span>for<\/span> deg <\/span>in<\/span> degs<\/span>:<\/span><\/span>\n        speed <\/span>=<\/span> <\/span>[]<\/span><\/span>\n        <\/span># \u83b7\u53d6 wind_deg \u5728\u6307\u5b9a\u8303\u56f4\u7684\u98ce\u901f\u5e73\u5747\u503c\u6570\u636e<\/span><\/span>\n        <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>14<\/span>):<\/span><\/span>\n            <\/span>if<\/span> wind1<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> deg<\/span>:<\/span><\/span>\n                speed<\/span>.<\/span>append<\/span>(<\/span>wind_speed<\/span>[<\/span>i<\/span>])<\/span><\/span>\n            <\/span>if<\/span> wind2<\/span>[<\/span>i<\/span>]<\/span> <\/span>==<\/span> deg<\/span>:<\/span><\/span>\n                speed<\/span>.<\/span>append<\/span>(<\/span>wind_speed<\/span>[<\/span>i<\/span>])<\/span><\/span>\n        <\/span>if<\/span> <\/span>len<\/span>(<\/span>speed<\/span>)<\/span> <\/span>==<\/span> <\/span>0<\/span>:<\/span><\/span>\n            temp<\/span>.<\/span>append<\/span>(<\/span>0<\/span>)<\/span><\/span>\n        <\/span>else<\/span>:<\/span><\/span>\n            temp<\/span>.<\/span>append<\/span>(<\/span>sum<\/span>(<\/span>speed<\/span>)<\/span> <\/span>\/<\/span> <\/span>len<\/span>(<\/span>speed<\/span>))<\/span><\/span>\n    <\/span>print<\/span>(<\/span>temp<\/span>)<\/span><\/span>\n    N <\/span>=<\/span> <\/span>8<\/span><\/span>\n    theta <\/span>=<\/span> np<\/span>.<\/span>arange<\/span>(<\/span>0<\/span>.<\/span> <\/span>+<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> <\/span>8<\/span>,<\/span> <\/span>2<\/span> <\/span>*<\/span> np<\/span>.<\/span>pi <\/span>+<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> <\/span>8<\/span>,<\/span> <\/span>2<\/span> <\/span>*<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> <\/span>8<\/span>)<\/span><\/span>\n    <\/span># \u6570\u636e\u6781\u5f84<\/span><\/span>\n    radii <\/span>=<\/span> np<\/span>.<\/span>array<\/span>(<\/span>temp<\/span>)<\/span><\/span>\n    <\/span># \u7ed8\u5236\u6781\u533a\u56fe\u5750\u6807\u7cfb<\/span><\/span>\n    plt<\/span>.<\/span>axes<\/span>(<\/span>polar<\/span>=True<\/span>)<\/span><\/span>\n    <\/span># \u5b9a\u4e49\u6bcf\u4e2a\u6247\u533a\u7684RGB\u503c\uff08R,G,B\uff09\uff0cx\u8d8a\u5927\uff0c\u5bf9\u5e94\u7684\u989c\u8272\u8d8a\u63a5\u8fd1\u84dd\u8272<\/span><\/span>\n    colors <\/span>=<\/span> <\/span>[(<\/span>1<\/span> <\/span>-<\/span> x <\/span>\/<\/span> <\/span>max<\/span>(<\/span>temp<\/span>),<\/span> <\/span>1<\/span> <\/span>-<\/span> x <\/span>\/<\/span> <\/span>max<\/span>(<\/span>temp<\/span>),<\/span> <\/span>0.6<\/span>)<\/span> <\/span>for<\/span> x <\/span>in<\/span> radii<\/span>]<\/span><\/span>\n    plt<\/span>.<\/span>bar<\/span>(<\/span>theta<\/span>,<\/span> radii<\/span>,<\/span> <\/span>width<\/span>=<\/span>(<\/span>2<\/span> <\/span>*<\/span> np<\/span>.<\/span>pi <\/span>\/<\/span> N<\/span>),<\/span> <\/span>bottom<\/span>=<\/span>0.0<\/span>,<\/span> <\/span>color<\/span>=<\/span>colors<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u672a\u676514\u5929\u98ce\u7ea7\u56fe<\/span>'<\/span>,<\/span> <\/span>x<\/span>=<\/span>0.2<\/span>,<\/span> <\/span>fontsize<\/span>=<\/span>20<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>weather_pie<\/span>(<\/span>data<\/span>):<\/span><\/span>\n    <\/span>"""<\/span>\u7ed8\u5236\u5929\u6c14\u997c\u56fe<\/span>"""<\/span><\/span>\n    weather <\/span>=<\/span> <\/span>list<\/span>(<\/span>data<\/span>[<\/span>'<\/span>\u5929\u6c14<\/span>'<\/span>])<\/span><\/span>\n    dic_wea <\/span>=<\/span> <\/span>{}<\/span><\/span>\n    <\/span>for<\/span> i <\/span>in<\/span> <\/span>range<\/span>(<\/span>0<\/span>,<\/span> <\/span>14<\/span>):<\/span><\/span>\n        <\/span>if<\/span> weather<\/span>[<\/span>i<\/span>]<\/span> <\/span>in<\/span> dic_wea<\/span>.<\/span>keys<\/span>():<\/span><\/span>\n            dic_wea<\/span>[<\/span>weather<\/span>[<\/span>i<\/span>]]<\/span> <\/span>+=<\/span> <\/span>1<\/span><\/span>\n        <\/span>else<\/span>:<\/span><\/span>\n            dic_wea<\/span>[<\/span>weather<\/span>[<\/span>i<\/span>]]<\/span> <\/span>=<\/span> <\/span>1<\/span><\/span>\n    <\/span>print<\/span>(<\/span>dic_wea<\/span>)<\/span><\/span>\n    explode <\/span>=<\/span> <\/span>[<\/span>0.01<\/span>]<\/span> <\/span>*<\/span> <\/span>len<\/span>(<\/span>dic_wea<\/span>.<\/span>keys<\/span>())<\/span><\/span>\n    color <\/span>=<\/span> <\/span>[<\/span>'<\/span>lightskyblue<\/span>'<\/span>,<\/span> <\/span>'<\/span>silver<\/span>'<\/span>,<\/span> <\/span>'<\/span>yellow<\/span>'<\/span>,<\/span> <\/span>'<\/span>salmon<\/span>'<\/span>,<\/span> <\/span>'<\/span>grey<\/span>'<\/span>,<\/span> <\/span>'<\/span>lime<\/span>'<\/span>,<\/span> <\/span>'<\/span>gold<\/span>'<\/span>,<\/span> <\/span>'<\/span>red<\/span>'<\/span>,<\/span> <\/span>'<\/span>green<\/span>'<\/span>,<\/span> <\/span>'<\/span>pink<\/span>'<\/span>]<\/span><\/span>\n    plt<\/span>.<\/span>pie<\/span>(<\/span>dic_wea<\/span>.<\/span>values<\/span>(),<\/span> <\/span>explode<\/span>=<\/span>explode<\/span>,<\/span> <\/span>labels<\/span>=<\/span>dic_wea<\/span>.<\/span>keys<\/span>(),<\/span> <\/span>autopct<\/span>=<\/span>'<\/span>%1.1f%%<\/span>'<\/span>,<\/span> <\/span>colors<\/span>=<\/span>color<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>title<\/span>(<\/span>'<\/span>\u672a\u676514\u5929\u6c14\u5019\u5206\u5e03\u997c\u56fe<\/span>'<\/span>)<\/span><\/span>\n    plt<\/span>.<\/span>show<\/span>()<\/span><\/span>\n<\/span>\n<\/span>\ndef<\/span> <\/span>main<\/span>():<\/span><\/span>\n    plt<\/span>.<\/span>rcParams<\/span>[<\/span>'<\/span>font.sans-serif<\/span>'<\/span>]<\/span> <\/span>=<\/span> <\/span>[<\/span>'<\/span>SimHei<\/span>'<\/span>]<\/span>  <\/span># \u89e3\u51b3\u4e2d\u6587\u663e\u793a\u95ee\u9898<\/span><\/span>\n    plt<\/span>.<\/span>rcParams<\/span>[<\/span>'<\/span>axes.unicode_minus<\/span>'<\/span>]<\/span> <\/span>=<\/span> <\/span>False<\/span>  <\/span># \u89e3\u51b3\u8d1f\u53f7\u663e\u793a\u95ee\u9898<\/span><\/span>\n    data14 <\/span>=<\/span> pd<\/span>.<\/span>read_csv<\/span>(<\/span>'<\/span>weather14.csv<\/span>'<\/span>,<\/span> <\/span>encoding<\/span>=<\/span>'<\/span>gb2312<\/span>'<\/span>)<\/span><\/span>\n    <\/span>print<\/span>(<\/span>data14<\/span>)<\/span><\/span>\n    <\/span>tem_curve<\/span>(<\/span>data14<\/span>)<\/span><\/span>\n    <\/span>wind_radar<\/span>(<\/span>data14<\/span>)<\/span><\/span>\n    <\/span>weather_pie<\/span>(<\/span>data14<\/span>)<\/span><\/span>\n<\/span>\n<\/span>\nif<\/span> __name__ <\/span>==<\/span> <\/span>'<\/span>__main__<\/span>'<\/span>:<\/span><\/span>\n    <\/span>main<\/span>()<\/span><\/span>\n<\/span><\/code><\/pre><\/div>\n\n\n\n
\u83b7\u53d6\u7684\u7ed3\u679c\u5206\u6790\u56fe\uff1a<\/p>\n\n\n\n
\u4e00\u5929\u5929\u6c14\u56fe\u5f62\u7ed8\u5236<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
14\u5929\u5929\u6c14\u56fe\u5f62\u7ed8\u5236\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n","protected":false},"excerpt":{"rendered":"
\u672c\u6587\u53c2\u800351CTO\u535a\u5ba2\uff0c\u5343\u5cf0\u6559\u80b2\u4e00\u539f\u6587\u94fe\u63a5\u8d34\u5728\u524d\u9762Python\u722c\u53d6\u5929\u6c14\u6570\u636e\u53ca\u53ef\u89c6\u5316\u5206\u6790\uff01_\u5343\u950b\u6559\u80b2\u7684\u6280\u672f\u535a\u5ba2_ … <\/p>\n
\u7ee7\u7eed\u9605\u8bfb\u201cpython\u4e4b\u5929\u6c14\u53ef\u89c6\u5316\u5206\u6790\u201d<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-424","post","type-post","status-publish","format-standard","hentry","category-python"],"views":708,"_links":{"self":[{"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/posts\/424","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/comments?post=424"}],"version-history":[{"count":31,"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/posts\/424\/revisions"}],"predecessor-version":[{"id":658,"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/posts\/424\/revisions\/658"}],"wp:attachment":[{"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/media?parent=424"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/categories?post=424"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.coffecat.cn\/index.php\/wp-json\/wp\/v2\/tags?post=424"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}