{"id":296,"date":"2020-01-13T13:56:00","date_gmt":"2020-01-13T05:56:00","guid":{"rendered":"https:\/\/kuo.us.to\/wordpress\/?p=296"},"modified":"2023-02-01T14:54:18","modified_gmt":"2023-02-01T06:54:18","slug":"python%e5%ad%b8%e7%bf%92%e7%ad%86%e8%a8%98-pandas%e8%a8%ad%e5%ae%9a%e5%b8%ab%e9%81%b8%e6%a2%9d%e4%bb%b6%e5%be%8c%e6%9b%b4%e6%94%b9%e6%ac%84%e4%bd%8d%e5%80%bc","status":"publish","type":"post","link":"https:\/\/kuo.us.to\/wordpress\/python%e5%ad%b8%e7%bf%92%e7%ad%86%e8%a8%98\/296\/","title":{"rendered":"Python\u5b78\u7fd2\u7b46\u8a18-Pandas\u8a2d\u5b9a\u5e2b\u9078\u689d\u4ef6\u5f8c\u66f4\u6539\u6b04\u4f4d\u503c"},"content":{"rendered":"
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\u4ee5Pandas\u6a21\u7d44\u8b80\u53d6\u8cc7\u6599\u00b6<\/a><\/h2>\n

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<\/span>import<\/span> pandas<\/span> as<\/span> pd<\/span>\nurl<\/span>=<\/span>\"https:\/\/data.kcg.gov.tw\/dataset\/f91cb647-ab05-4474-9687-d918421ca3a4\/resource\/25c77fbc-950a-45eb-b91e-79b536fabae5\/download\/d00mei-yi03open-data-10801open-data1080401-1080630.xlsx\"<\/span>\ndf<\/span> =<\/span> pd<\/span>.<\/span>read_excel<\/span>(<\/span>url<\/span>)<\/span>\ndf<\/span>.<\/span>head<\/span>()<\/span>\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Out[1]:<\/div>\n
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<\/th>\n\u7533\u5831\u7a2e\u985e<\/th>\n\u4ea4\u6613\u6a19\u7684\u7a2e\u985e<\/th>\n\u571f\u5730\u6578\u91cf<\/th>\n\u5efa\u7269\u6578\u91cf<\/th>\n\u8eca\u4f4d\u6578\u91cf<\/th>\n\u5e7e\u623f<\/th>\n\u5e7e\u5ef3<\/th>\n\u5e7e\u885b<\/th>\n\u6709\u7121\u9694\u9593<\/th>\n\u5efa\u7269\u578b\u614b<\/th>\n…<\/th>\n\u4ee3\u8868\u5efa\u865f\u4e3b\u8981\u5efa\u6750<\/th>\n\u4ee3\u8868\u5efa\u865f\u7e3d\u5c64\u6578<\/th>\n\u4ee3\u8868\u5efa\u865f\u5efa\u7bc9\u5b8c\u6210\u65e5\u671f<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c4b\u9f61<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c64\u6b21<\/th>\n\u8eca\u4f4d\u7e3d\u50f9\u683c<\/th>\n\u8eca\u4f4d\u7e3d\u6301\u5206\u9762\u7a4d<\/th>\n\u5730\u5efa\u865f\u7bc4\u570d<\/th>\n\u884c\u653f\u5340<\/th>\n\u5730\u6bb5<\/th>\n<\/tr>\n<\/thead>\n
0<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1070830.0<\/td>\n1.0<\/td>\n\u4e09\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u5efa\u570b\u56db\u8def151~180\u865f<\/td>\n\u9e7d\u57d5\u5340<\/td>\n\u8208\u4ec1\u6bb5<\/td>\n<\/tr>\n
1<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n3.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1070830.0<\/td>\n1.0<\/td>\n\u4e03\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5efa\u570b\u56db\u8def151~180\u865f<\/td>\n\u9e7d\u57d5\u5340<\/td>\n\u8208\u4ec1\u6bb5<\/td>\n<\/tr>\n
2<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1070830.0<\/td>\n1.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5efa\u570b\u56db\u8def151~180\u865f<\/td>\n\u9e7d\u57d5\u5340<\/td>\n\u8208\u4ec1\u6bb5<\/td>\n<\/tr>\n
3<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1070830.0<\/td>\n1.0<\/td>\n\u5341\u4e00\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5efa\u570b\u56db\u8def151~180\u865f<\/td>\n\u9e7d\u57d5\u5340<\/td>\n\u8208\u4ec1\u6bb5<\/td>\n<\/tr>\n
4<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1070830.0<\/td>\n1.0<\/td>\n\u5341\u4e09\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5efa\u570b\u56db\u8def151~180\u865f<\/td>\n\u9e7d\u57d5\u5340<\/td>\n\u8208\u4ec1\u6bb5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
5 rows \u00d7 35 columns<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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\u8a2d\u5b9a\u7be9\u9078\u689d\u4ef6\u300c\u884c\u653f\u5340\u300d\u70ba\u6960\u6893\u5340\uff0c\u4e14\u300c\u4ee3\u8868\u5efa\u865f\u5c64\u6b21\u300d\u70ba\u4e94\u5c64<\/a><\/h2>\n
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In [2]:<\/div>\n
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<\/span>df<\/span>[(<\/span>df<\/span>[<\/span>'\u884c\u653f\u5340'<\/span>]<\/span>==<\/span>'\u6960\u6893\u5340'<\/span>)<\/span> &<\/span> (<\/span>df<\/span>[<\/span>'\u4ee3\u8868\u5efa\u865f\u5c64\u6b21'<\/span>]<\/span>==<\/span>'\u4e94\u5c64'<\/span>)]<\/span>.<\/span>head<\/span>()<\/span>\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Out[2]:<\/div>\n
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<\/th>\n\u7533\u5831\u7a2e\u985e<\/th>\n\u4ea4\u6613\u6a19\u7684\u7a2e\u985e<\/th>\n\u571f\u5730\u6578\u91cf<\/th>\n\u5efa\u7269\u6578\u91cf<\/th>\n\u8eca\u4f4d\u6578\u91cf<\/th>\n\u5e7e\u623f<\/th>\n\u5e7e\u5ef3<\/th>\n\u5e7e\u885b<\/th>\n\u6709\u7121\u9694\u9593<\/th>\n\u5efa\u7269\u578b\u614b<\/th>\n…<\/th>\n\u4ee3\u8868\u5efa\u865f\u4e3b\u8981\u5efa\u6750<\/th>\n\u4ee3\u8868\u5efa\u865f\u7e3d\u5c64\u6578<\/th>\n\u4ee3\u8868\u5efa\u865f\u5efa\u7bc9\u5b8c\u6210\u65e5\u671f<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c4b\u9f61<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c64\u6b21<\/th>\n\u8eca\u4f4d\u7e3d\u50f9\u683c<\/th>\n\u8eca\u4f4d\u7e3d\u6301\u5206\u9762\u7a4d<\/th>\n\u5730\u5efa\u865f\u7bc4\u570d<\/th>\n\u884c\u653f\u5340<\/th>\n\u5730\u6bb5<\/th>\n<\/tr>\n<\/thead>\n
1639<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u83ef\u5ec8(10F\u542b\u4ee5\u4e0b\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u92fc\u7b4b\u6df7\u51dd\u571f\u9020<\/td>\n7.0<\/td>\n820727.0<\/td>\n26.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u9752\u7530\u885761~90\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u6960\u6893\u6bb5\u4e94\u5c0f\u6bb5<\/td>\n<\/tr>\n
1667<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u83ef\u5ec8(10F\u542b\u4ee5\u4e0b\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u92fc\u7b4b\u6df7\u51dd\u571f\u9020<\/td>\n10.0<\/td>\n820503.0<\/td>\n26.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u5e38\u5fb7\u8def317\u5df76\u5f041~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u6e05\u6960\u6bb5<\/td>\n<\/tr>\n
1682<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n2.0<\/td>\n1.0<\/td>\n1.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1041112.0<\/td>\n3.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u52a0\u660c\u8def61~90\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u5f8c\u52c1\u6bb5\u56db\u5c0f\u6bb5<\/td>\n<\/tr>\n
1691<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1080104.0<\/td>\n0.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5fb7\u5bcc\u8857286\u5df71~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u7fe0\u5c4f\u6bb5\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n
1694<\/th>\n\u8cb7\u8ce3<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1080104.0<\/td>\n0.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5fb7\u5bcc\u8857286\u5df71~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u7fe0\u5c4f\u6bb5\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
5 rows \u00d7 35 columns<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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In [3]:<\/div>\n
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<\/span>df<\/span>.<\/span>loc<\/span>[(<\/span>df<\/span>[<\/span>'\u884c\u653f\u5340'<\/span>]<\/span>==<\/span>'\u6960\u6893\u5340'<\/span>)<\/span> &<\/span> (<\/span>df<\/span>[<\/span>'\u4ee3\u8868\u5efa\u865f\u5c64\u6b21'<\/span>]<\/span>==<\/span>'\u4e94\u5c64'<\/span>),<\/span> '\u7533\u5831\u7a2e\u985e'<\/span>]<\/span> =<\/span> '\u6e2c\u8a66'<\/span>\ndf<\/span>[(<\/span>df<\/span>[<\/span>'\u884c\u653f\u5340'<\/span>]<\/span>==<\/span>'\u6960\u6893\u5340'<\/span>)<\/span> &<\/span> (<\/span>df<\/span>[<\/span>'\u4ee3\u8868\u5efa\u865f\u5c64\u6b21'<\/span>]<\/span>==<\/span>'\u4e94\u5c64'<\/span>)]<\/span>.<\/span>head<\/span>()<\/span>\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Out[3]:<\/div>\n
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<\/th>\n\u7533\u5831\u7a2e\u985e<\/th>\n\u4ea4\u6613\u6a19\u7684\u7a2e\u985e<\/th>\n\u571f\u5730\u6578\u91cf<\/th>\n\u5efa\u7269\u6578\u91cf<\/th>\n\u8eca\u4f4d\u6578\u91cf<\/th>\n\u5e7e\u623f<\/th>\n\u5e7e\u5ef3<\/th>\n\u5e7e\u885b<\/th>\n\u6709\u7121\u9694\u9593<\/th>\n\u5efa\u7269\u578b\u614b<\/th>\n…<\/th>\n\u4ee3\u8868\u5efa\u865f\u4e3b\u8981\u5efa\u6750<\/th>\n\u4ee3\u8868\u5efa\u865f\u7e3d\u5c64\u6578<\/th>\n\u4ee3\u8868\u5efa\u865f\u5efa\u7bc9\u5b8c\u6210\u65e5\u671f<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c4b\u9f61<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c64\u6b21<\/th>\n\u8eca\u4f4d\u7e3d\u50f9\u683c<\/th>\n\u8eca\u4f4d\u7e3d\u6301\u5206\u9762\u7a4d<\/th>\n\u5730\u5efa\u865f\u7bc4\u570d<\/th>\n\u884c\u653f\u5340<\/th>\n\u5730\u6bb5<\/th>\n<\/tr>\n<\/thead>\n
1639<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u83ef\u5ec8(10F\u542b\u4ee5\u4e0b\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u92fc\u7b4b\u6df7\u51dd\u571f\u9020<\/td>\n7.0<\/td>\n820727.0<\/td>\n26.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u9752\u7530\u885761~90\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u6960\u6893\u6bb5\u4e94\u5c0f\u6bb5<\/td>\n<\/tr>\n
1667<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u83ef\u5ec8(10F\u542b\u4ee5\u4e0b\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u92fc\u7b4b\u6df7\u51dd\u571f\u9020<\/td>\n10.0<\/td>\n820503.0<\/td>\n26.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u5e38\u5fb7\u8def317\u5df76\u5f041~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u6e05\u6960\u6bb5<\/td>\n<\/tr>\n
1682<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n2.0<\/td>\n1.0<\/td>\n1.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1041112.0<\/td>\n3.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u52a0\u660c\u8def61~90\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u5f8c\u52c1\u6bb5\u56db\u5c0f\u6bb5<\/td>\n<\/tr>\n
1691<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1080104.0<\/td>\n0.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5fb7\u5bcc\u8857286\u5df71~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u7fe0\u5c4f\u6bb5\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n
1694<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n3.0<\/td>\n2.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1080104.0<\/td>\n0.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5fb7\u5bcc\u8857286\u5df71~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u7fe0\u5c4f\u6bb5\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
5 rows \u00d7 35 columns<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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\u4f9d\u7be9\u9078\u689d\u4ef6\uff0c\u4e00\u6b21\u66f4\u65392\u500b\u6b04\u4f4d\u503c<\/a><\/h2>\n
\u4f8b\u5982\u5c07\u300c\u5e7e\u623f\u300d\u7684\u503c\u6539\u70ba5\uff0c\u300c\u5e7e\u5ef3\u300d\u7684\u503c\u6539\u70ba6<\/a><\/h3>\n
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In [4]:<\/div>\n
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<\/span>df<\/span>.<\/span>loc<\/span>[(<\/span>df<\/span>[<\/span>'\u884c\u653f\u5340'<\/span>]<\/span>==<\/span>'\u6960\u6893\u5340'<\/span>)<\/span> &<\/span> (<\/span>df<\/span>[<\/span>'\u4ee3\u8868\u5efa\u865f\u5c64\u6b21'<\/span>]<\/span>==<\/span>'\u4e94\u5c64'<\/span>),<\/span> [<\/span>'\u5e7e\u623f'<\/span>,<\/span> '\u5e7e\u5ef3'<\/span>]]<\/span> =<\/span> [<\/span>5<\/span>,<\/span>6<\/span>]<\/span>\n# \u4e5f\u53ef\u7528\u4ee5\u4e0b\u65b9\u5f0f\u5beb\uff1a<\/span>\n#df.loc[(df['\u884c\u653f\u5340']=='\u6960\u6893\u5340') & (df['\u4ee3\u8868\u5efa\u865f\u5c64\u6b21']=='\u4e94\u5c64'), ['\u5e7e\u623f', '\u5e7e\u5ef3']] = {5,6}<\/span>\n\ndf<\/span>[(<\/span>df<\/span>[<\/span>'\u884c\u653f\u5340'<\/span>]<\/span>==<\/span>'\u6960\u6893\u5340'<\/span>)<\/span> &<\/span> (<\/span>df<\/span>[<\/span>'\u4ee3\u8868\u5efa\u865f\u5c64\u6b21'<\/span>]<\/span>==<\/span>'\u4e94\u5c64'<\/span>)]<\/span>.<\/span>head<\/span>()<\/span>\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Out[4]:<\/div>\n
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<\/th>\n\u7533\u5831\u7a2e\u985e<\/th>\n\u4ea4\u6613\u6a19\u7684\u7a2e\u985e<\/th>\n\u571f\u5730\u6578\u91cf<\/th>\n\u5efa\u7269\u6578\u91cf<\/th>\n\u8eca\u4f4d\u6578\u91cf<\/th>\n\u5e7e\u623f<\/th>\n\u5e7e\u5ef3<\/th>\n\u5e7e\u885b<\/th>\n\u6709\u7121\u9694\u9593<\/th>\n\u5efa\u7269\u578b\u614b<\/th>\n…<\/th>\n\u4ee3\u8868\u5efa\u865f\u4e3b\u8981\u5efa\u6750<\/th>\n\u4ee3\u8868\u5efa\u865f\u7e3d\u5c64\u6578<\/th>\n\u4ee3\u8868\u5efa\u865f\u5efa\u7bc9\u5b8c\u6210\u65e5\u671f<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c4b\u9f61<\/th>\n\u4ee3\u8868\u5efa\u865f\u5c64\u6b21<\/th>\n\u8eca\u4f4d\u7e3d\u50f9\u683c<\/th>\n\u8eca\u4f4d\u7e3d\u6301\u5206\u9762\u7a4d<\/th>\n\u5730\u5efa\u865f\u7bc4\u570d<\/th>\n\u884c\u653f\u5340<\/th>\n\u5730\u6bb5<\/th>\n<\/tr>\n<\/thead>\n
1639<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n5.0<\/td>\n6.0<\/td>\n2.0<\/td>\nY<\/td>\n\u83ef\u5ec8(10F\u542b\u4ee5\u4e0b\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u92fc\u7b4b\u6df7\u51dd\u571f\u9020<\/td>\n7.0<\/td>\n820727.0<\/td>\n26.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u9752\u7530\u885761~90\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u6960\u6893\u6bb5\u4e94\u5c0f\u6bb5<\/td>\n<\/tr>\n
1667<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n5.0<\/td>\n6.0<\/td>\n2.0<\/td>\nY<\/td>\n\u83ef\u5ec8(10F\u542b\u4ee5\u4e0b\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u92fc\u7b4b\u6df7\u51dd\u571f\u9020<\/td>\n10.0<\/td>\n820503.0<\/td>\n26.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u5e38\u5fb7\u8def317\u5df76\u5f041~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u6e05\u6960\u6bb5<\/td>\n<\/tr>\n
1682<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)<\/td>\n1.0<\/td>\n1.0<\/td>\nNaN<\/td>\n5.0<\/td>\n6.0<\/td>\n1.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1041112.0<\/td>\n3.0<\/td>\n\u4e94\u5c64<\/td>\nNaN<\/td>\nNaN<\/td>\n\u52a0\u660c\u8def61~90\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u5f8c\u52c1\u6bb5\u56db\u5c0f\u6bb5<\/td>\n<\/tr>\n
1691<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n5.0<\/td>\n6.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1080104.0<\/td>\n0.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5fb7\u5bcc\u8857286\u5df71~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u7fe0\u5c4f\u6bb5\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n
1694<\/th>\n\u6e2c\u8a66<\/td>\n\u623f\u5730(\u571f\u5730+\u5efa\u7269)+\u8eca\u4f4d<\/td>\n1.0<\/td>\n1.0<\/td>\n1.0<\/td>\n5.0<\/td>\n6.0<\/td>\n2.0<\/td>\nY<\/td>\n\u4f4f\u5b85\u5927\u6a13(11F\u542b\u4ee5\u4e0a\u6709\u96fb\u68af)<\/td>\n…<\/td>\n\u898b\u5176\u5b83\u767b\u8a18\u4e8b\u9805<\/td>\n15.0<\/td>\n1080104.0<\/td>\n0.0<\/td>\n\u4e94\u5c64<\/td>\n0.0<\/td>\n0.0<\/td>\n\u5fb7\u5bcc\u8857286\u5df71~30\u865f<\/td>\n\u6960\u6893\u5340<\/td>\n\u7fe0\u5c4f\u6bb5\u4e00\u5c0f\u6bb5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
5 rows \u00d7 35 columns<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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In [ ]:<\/div>\n
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<\/span><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/h2>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
\u4ee5Pandas\u6a21\u7d44\u8b80\u53d6\u8cc7\u6599\u00b6 In [1]: import pandas as pd url=”ht […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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