{"id":825,"date":"2021-05-05T01:14:35","date_gmt":"2021-05-04T17:14:35","guid":{"rendered":"https:\/\/104.es\/?p=825"},"modified":"2021-05-05T01:14:35","modified_gmt":"2021-05-04T17:14:35","slug":"python-csv-reader","status":"publish","type":"post","link":"https:\/\/104.es\/index.php\/2021\/05\/05\/python-csv-reader\/","title":{"rendered":"Python\u8b80\u53d6CSV\u6a94\u6848"},"content":{"rendered":"\n

CSV\u6a94\u6848\u662f\u4e00\u500b\u7528\u4f86\u4ea4\u63db\u8cc7\u6599\u7684\u6a19\u6e96\u6587\u5b57\u6a94\u683c\u5f0f\uff0cCSV\u4e09\u500b\u82f1\u6587\u5b57\u6bcd\u662fComma Seperated Values\uff0c\u4e5f\u5c31\u662f\u4ee5\u9017\u865f\u5206\u9694\u7684\u8cc7\u6599\u4e4b\u610f\u3002\u5b83\u662f\u4e00\u500b\u6a19\u6e96\u6587\u5b57\u6a94\uff0c\u526f\u6a94\u540d\u662f.csv\uff0c\u53ef\u4ee5\u7528\u4e00\u822c\u7684\u6587\u5b57\u7de8\u8f2f\u7a0b\u5f0f\uff08\u4f8b\u5982\u8a18\u4e8b\u672c\u6216\u662f\u4e00\u4e9b\u7a0b\u5f0f\u78bc\u7de8\u8f2f\u5668\uff09\u9032\u884c\u7de8\u8f2f\uff0c\u6709\u4e9b\u8cc7\u6599\u4e5f\u662f\u63a1\u53d6\u985e\u4f3c\u7684\u65b9\u5f0f\uff0c\u4f46\u662f\u4e0d\u63a1\u7528\u9017\u865f\u800c\u662f\u7528\u5b9a\u4f4d\u9375\u4f86\u5206\u9694\u8cc7\u6599\uff0c\u6b64\u7a2e\u683c\u5f0f\u5247\u7a31\u70baTSV\u6a94\u6848\u3002<\/p>\n\n\n\n

CSV\u683c\u5f0f\u662fMicrosoft Excel\u6240\u652f\u63f4\u7684\u6a19\u6e96\u683c\u5f0f\u4e4b\u4e00\uff0c\u9664\u4e86\u53ef\u4ee5\u4f7f\u7528\u8a18\u4e8b\u672c\u7de8\u8f2f\u4e4b\u5916\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5229\u7528Excel\u7de8\u8f2f\u8cc7\u6599\u4e4b\u5f8c\u518d\u5132\u5b58\u6210CSV\u683c\u5f0f\u3002\u5b83\u57fa\u672c\u4e0a\u7b26\u5408\u4e86\u8868\u683c\u7684\u578b\u614b\uff0c\u7b2c\u4e00\u5217\u662f\u6b04\u4f4d\u540d\u7a31\uff0c\u63a5\u4e0b\u4f86\u5f80\u4e0b\u5c0d\u61c9\u7684\u8cc7\u6599\u5247\u662f\u6b04\u4f4d\u88e1\u9762\u7684\u6bcf\u4e00\u500b\u503c\u3002\u5178\u578b\u7684CSV\u683c\u5f0f\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n

\u59d3\u540d,\u570b\u6587,\u82f1\u6587\n\u738b\u5c0f\u82b1,89,65\n\u6797\u5c0f\u660e,45,89,80\n\u9673\u5c0f\u83ef,92,90,65<\/code><\/pre>\n\n\n\n
\u6b64\u7a2e\u683c\u5f0f\u5229\u7528Python\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u8b80\u53d6\u51fa\u4f86\uff0c\u5047\u8a2d\u4e0a\u8ff0\u7684\u6a94\u6848\u540d\u7a31\u70badata05.csv\uff0c\u5247\u5229\u7528\u4ee5\u4e0b\u7684\u7a0b\u5f0f\u53ef\u4ee5\u5f88\u8f15\u6613\u5730\u628a\u8cc7\u6599\u8b80\u51fa\u4e26\u986f\u793a\u51fa\u4f86\uff1a<\/p>\n\n\n\n
fp = open(\"data05.csv\", \"r\", encoding=\"utf-8\")\ndata = fp.readlines()\nfp.close()\nprint(data)<\/code><\/pre>\n\n\n\n
\u4e0a\u9762\u9019\u500b\u7a0b\u5f0f\u628adata05.csv\u958b\u555f\u6210\u8b80\u53d6\u7528\u7684\u6a94\u6848\u7269\u4ef6\uff0c\u56e0\u70ba\u6a94\u6848\u4e2d\u6709\u4e2d\u6587\u8cc7\u6599\uff0c\u56e0\u6b64\u9084\u9700\u8981\u52a0\u4e0aencoding\u53c3\u6578\uff0c\u6307\u5b9a\u5b83\u7684\u7de8\u78bc\u65b9\u5f0f\u662fUTF-8\uff0c\u624d\u4e0d\u6703\u5728\u8b80\u53d6\u6642\u51fa\u73fe\u7de8\u78bc\u932f\u8aa4\u3002<\/p>\n\n\n\n
\u958b\u6a94\u6848\u5f8c\u5229\u7528readlines()\u51fd\u5f0f\uff0c\u628a\u8cc7\u6599\u7684\u5167\u5bb9\u4ee5\u5206\u5217\u7684\u65b9\u5f0f\u8b80\u53d6\u6210\u4e32\u5217\uff0c\u653e\u5728data\u8b8a\u6578\u4e2d\u3002\u672c\u7a0b\u5f0f\u57f7\u884c\u4e4b\u7d50\u679c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n
['\u59d3\u540d,\u570b\u6587,\u82f1\u6587\\n', '\u738b\u5c0f\u82b1,89,65\\n', '\u6797\u5c0f\u660e,45,89,80\\n', '\u9673\u5c0f\u83ef,92,90,65']<\/code><\/pre>\n\n\n\n
\u5982\u4e0a\u8ff0\u7684\u8cc7\u6599\u6240\u793a\uff0c\u5728\u6b64\u4f8b\u4e2d\u96d6\u7136\u5df2\u7d93\u628a\u6bcf\u4e00\u5217\u90fd\u8b8a\u6210\u4e00\u500b\u4e32\u5217\u4e2d\u7684\u5143\u7d20\u4e86\uff0c\u4f46\u662f\u55ae\u5217\u4e2d\u7684\u6b04\u4f4d\uff08\u5728\u6b64\u4f8b\u70ba\u59d3\u540d\u3001\u570b\u6587\u3001\u82f1\u6587\u7b493\u500b\u6b04\u4f4d\uff09\u90fd\u9084\u6c92\u6709\u5207\u5272\u958b\u4f86\uff0c\u4e5f\u5c31\u662f3\u500b\u6b04\u4f4d\u7684\u8cc7\u6599\u76ee\u524d\u662f\u4e00\u500b\u55ae\u4e00\u7684\u5b57\u4e32\uff0c\u5982\u6b64\u4e26\u7121\u6cd5\u53d6\u51fa\u5176\u500b\u5225\u7684\u8cc7\u6599\u52a0\u4ee5\u8a08\u7b97\uff0c\u56e0\u6b64\uff0c\u6211\u5011\u9084\u9700\u8981\u518d\u5229\u7528\u4e00\u500b\u8ff4\u5708\uff0c\u628a\u6bcf\u4e00\u5217\u7684\u8cc7\u6599\u518d\u6b21\u62c6\u62103\u500b\u6b04\u4f4d\uff08\u6bcf\u500b\u6b04\u4f4d\u9593\u662f\u4ee5\u9017\u865f\u9032\u884c\u5206\u9694\uff09\uff0c\u8acb\u53c3\u8003\u4ee5\u4e0b\u7684\u7a0b\u5f0f\uff1a<\/p>\n\n\n\n
fp = open(\"data05.csv\", \"r\", encoding=\"utf-8\")\ndata = fp.readlines()\nfp.close()\nfor d in data:\n    row = d.split(\",\")\n    print(row)<\/code><\/pre>\n\n\n\n
\u5728\u4e0a\u8ff0\u7684\u7a0b\u5f0f\u4e2d\uff0c\u6211\u5011\u5229\u7528split(“,”)\u4ee5\u9017\u865f\u70ba\u57fa\u6e96\u628a\u5b57\u4e32\u62c6\u958b\u6210\u4e32\u5217\u8b8a\u6578\u653e\u5728row\u8b8a\u6578\u4e2d\uff0c\u4e26\u5728\u6bcf\u5206\u5272\u4e00\u5217\u4e4b\u5f8c\u96a8\u5373\u628a\u5167\u5bb9\u5217\u5370\u51fa\u4f86\uff0c\u5370\u51fa\u4f86\u7684\u7d50\u679c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n
['\u59d3\u540d', '\u570b\u6587', '\u82f1\u6587\\n']\n['\u738b\u5c0f\u82b1', '89', '65\\n']\n['\u6797\u5c0f\u660e', '45', '89', '80\\n']\n['\u9673\u5c0f\u83ef', '92', '90', '65']<\/code><\/pre>\n\n\n\n
\u5f9e\u4e0a\u9762\u7684\u7d50\u679c\u5c31\u53ef\u4ee5\u770b\u5230\uff0c\u57fa\u672c\u4e0a\u662f\u628a\u9019\u4e9b\u5167\u5bb9\u62c6\u958b\u6210\u4e0d\u540c\u7684\u8a18\u9304\uff0c\u4e4b\u5f8c\u5982\u679c\u9700\u8981\u9032\u884c\u8a08\u7b97\u6642\uff0c\u5c31\u6bd4\u8f03\u7c21\u55ae\u4e86\u3002\u4e0d\u904e\uff0c\u56e0\u70baCSV\u662f\u6a19\u6e96\u7684\u683c\u5f0f\uff0c\u5982\u679c\u9023\u9019\u6a23\u6a19\u6e96\u7684\u683c\u5f0f\u6211\u5011\u90fd\u8981\u81ea\u5df1\u624b\u52d5\u53bb\u62c6\u89e3\u7684\u8a71\uff0c\u4e5f\u592a\u6c92\u6709\u6548\u7387\u4e86\uff0c\u4f7f\u7528csv\u6a21\u7d44\u53ef\u4ee5\u8b93\u6574\u4ef6\u4e8b\u8b8a\u5f97\u66f4\u52a0\u5730\u7c21\u55ae\u3002\u8acb\u53c3\u8003\u4ee5\u4e0b\u7684\u7a0b\u5f0f\u78bc\uff1a<\/p>\n\n\n\n
import csv\nfp = open(\"data05.csv\", \"r\", encoding=\"utf-8\")\ncsv_reader = csv.reader(fp)\ndata = list(csv_reader)\nfp.close()\nprint(data)<\/code><\/pre>\n\n\n\n
\u4f7f\u7528\u4e0a\u9762\u9019\u6a23\u7684\u5beb\u6cd5\u7b49\u65bc\u662f\u5229\u7528csv.reader(fp)\u53bb\u5e6b\u6211\u5011\u89e3\u8b80\u8cc7\u6599\uff0c \u6700\u5f8c\u5229\u7528list(csv_reader)\u5c31\u53ef\u4ee5\u53d6\u51fa\u6b63\u78ba\u7684\u683c\u5f0f\u4e86\uff0c\u57f7\u884c\u4e4b\u5f8c\u7684\u7d50\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n
[['\u59d3\u540d', '\u570b\u6587', '\u82f1\u6587'], ['\u738b\u5c0f\u82b1', '89', '65'], ['\u6797\u5c0f\u660e', '45', '89', '80'], ['\u9673\u5c0f\u83ef', '92', '90', '65']]<\/code><\/pre>\n\n\n\n
\u5f9e\u4e0a\u8ff0\u7684\u8cc7\u6599\u7d50\u679c\u53ef\u4ee5\u770b\u51fa\uff0c\u9019\u662f\u4e00\u500b2\u7dad\u7684\u4e32\u5217\uff0c\u5047\u8a2d\u6211\u5011\u628a\u8cc7\u6599\u653e\u5728\u8b8a\u6578data\u4e2d\uff0c\u5247data[0]\u5373\u70ba\u8868\u683c\u7684\u6a19\u984c\u5217\uff0cdata[1]\u4e4b\u5f8c\u7684\u5167\u5bb9\u5373\u70ba\u5be6\u969b\u8cc7\u6599\u7684\u5167\u5bb9\uff0c\u5982\u679c\u60f3\u8981\u628a\u9019\u4e9b\u8cc7\u6599\u5217\u5370\u51fa\u4f86\u4e26\u52a0\u4ee5\u8a08\u7b97\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u7684\u7a0b\u5f0f\u5b8c\u6210\uff1a<\/p>\n\n\n\n
import csv\nfp = open(\"data05.csv\", \"r\", encoding=\"utf-8\")\ncsv_reader = csv.reader(fp)\ndata = list(csv_reader)\nfp.close()\nfor d in data[1:]:\n    total = int(d[1])+int(d[2])\n    average = total \/ 2\n    print(\"{}\u7684\u7e3d\u5206\u662f{}\uff0c\u5e73\u5747\u662f{}\".format(d[0], total, average))<\/code><\/pre>\n\n\n\n
\u4e0a\u8ff0\u7a0b\u5f0f\u7684\u57f7\u884c\u7d50\u679c\u5982\u4e0b\uff08\u5728for\u8ff4\u5708\u4e2d\u4f7f\u7528data[1:]\u7684\u539f\u56e0\u662f\u70ba\u4e86\u628a\u6a19\u984c\u5217\u53bb\u6389\uff09\uff1a<\/p>\n\n\n\n
\u738b\u5c0f\u82b1\u7684\u7e3d\u5206\u662f154\uff0c\u5e73\u5747\u662f77.0\n\u6797\u5c0f\u660e\u7684\u7e3d\u5206\u662f134\uff0c\u5e73\u5747\u662f67.0\n\u9673\u5c0f\u83ef\u7684\u7e3d\u5206\u662f182\uff0c\u5e73\u5747\u662f91.0<\/code><\/pre>\n\n\n\n
\u4e4b\u5f8c\u5982\u679c\u5728\u7db2\u8def\u4e0a\u9047\u5230CSV\u683c\u5f0f\u7684\u6a94\u6848\uff0c\u5c31\u53ef\u4ee5\u653e\u5fc3\u5730\u4f7f\u7528csv\u6a21\u7d44\u4f86\u52a0\u4ee5\u8b80\u53d6\uff0c\u975e\u5e38\u65b9\u4fbf\u3002\u4ee5\u5167\u653f\u90e8\u7684\u300c\u5168\u570b\u5404\u9109\u93ae\u5e02\u5340\u524d\u4e8c\u5341\u5927\u59d3\u4eba\u53e3\u6578\u300d\u8cc7\u6599\u70ba\u4f8b\uff0c\u5b83\u7684\u7db2\u5740\u5982\u4e0b\uff1a<\/p>\n\n\n\n
https:\/\/data.moi.gov.tw\/MoiOD\/Data\/DataDetail.aspx?oid=54BED408-2A7D-49D2-A247-FC63C156A8BB<\/p>\n\n\n\n
\u7576\u6211\u5011\u628a\u6a94\u6848\u4e0b\u8f09\u4e4b\u5f8c\u6703\u5f97\u52301\u500b.zip\u7684\u58d3\u7e2e\u6a94\uff0c\u89e3\u58d3\u7e2e\u4e4b\u5f8c\u6703\u5f97\u52302\u500bCSV\u7684\u6a94\u6848\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u56e0\u70ba\u539f\u59cb\u7684\u6a94\u6848\u540d\u7a31\u8f03\u9577\uff0c\u6211\u5011\u5206\u5225\u628a\u5b83\u5011\u547d\u540d\u70bat1.csv\u4ee5\u53cat2.csv\uff0c\u4ee5t1.csv\u70ba\u4f8b\uff0c\u4ee5\u4e0b\u7684\u7a0b\u5f0f\u53ef\u4ee5\u628at1.csv\u7684\u8cc7\u6599\u8b80\u53d6\u5230\u8b8a\u6578data\u4e2d\uff1a<\/p>\n\n\n\n
import csv\nfp = open(\"t1.csv\", \"r\", encoding=\"utf-8\")\ncsv_reader = csv.reader(fp)\ndata = list(csv_reader)\nfp.close()\nprint(data[1])<\/code><\/pre>\n\n\n\n
\u4e0a\u8ff0\u7684\u7a0b\u5f0f\u5728\u89e3\u6790\u4e4b\u5f8c\u6703\u986f\u793a\u51fa\u7b2c1\u5217\u7684\u5167\u5bb9\uff0c\u5176\u5167\u5bb9\u525b\u597d\u662f\u4e2d\u6587\u7684\u6b04\u4f4d\u540d\u7a31\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n
['\u7d71\u8a08\u5e74\u6708', '\u5340\u57df\u5225', '\u59d3\u6c0f', '\u6027\u5225', '\u4eba\u53e3\u6578']<\/code><\/pre>\n\n\n\n
\u9019\u4e9b\u8cc7\u6599\u5168\u90e8\u670914722\u7b46\uff0c\u6211\u5011\u53ef\u4ee5\u5229\u7528\u4e00\u500b\u8ff4\u5708\u628a\u6240\u6709\u7684\u8cc7\u6599\u627e\u904e\u4e00\u904d\uff0c\u800c\u4e14\u5229\u7528if\u6558\u8ff0\uff0c\u904e\u6ffe\u51fa\u60f3\u8981\u986f\u793a\u7684\u5167\u5bb9\uff0c\u5047\u8a2d\u6211\u5011\u53ea\u60f3\u8981\u986f\u793a\u9ad8\u96c4\u5e02\u6960\u6893\u5340\u7684\u524d20\u5927\u59d3\u6c0f\u8cc7\u6599\uff0c\u53ef\u4ee5\u628a\u7a0b\u5f0f\u7de8\u5beb\u5982\u4e0b\uff1a<\/p>\n\n\n\n
import csv\nfp = open(\"t1.csv\", \"r\", encoding=\"utf-8\")\ncsv_reader = csv.reader(fp)\ndata = list(csv_reader)\nfp.close()\nfor row in data:\n    if \"\u6960\u6893\u5340\" in row[1]:\n        print(row[2], row[3], row[4])<\/code><\/pre>\n\n\n\n
\u4e0a\u8ff0\u7684\u7a0b\u5f0f\u57f7\u884c\u7d50\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n
\u9673 \u7537 9585\n\u9673 \u5973 9945\n\u6797 \u7537 6650\n\u6797 \u5973 6784\n\u9ec3 \u7537 5973\n\u9ec3 \u5973 6073\n\u674e \u7537 4760\n\u674e \u5973 4943\n\u5f35 \u7537 4202\n\u5f35 \u5973 4210\n\u738b \u7537 4141\n\u738b \u5973 4064\n\u5433 \u7537 3514\n\u5433 \u5973 3563\n\u8521 \u7537 3467\n\u8521 \u5973 3495\n\u5289 \u7537 2769\n\u5289 \u5973 2899\n\u694a \u7537 2704\n\u694a \u5973 2700\n\u8a31 \u7537 1831\n\u8a31 \u5973 1976\n\u912d \u7537 1769\n\u912d \u5973 1869\n\u90ed \u7537 1614\n\u90ed \u5973 1718\n\u66fe \u7537 1584\n\u66fe \u5973 1582\n\u8b1d \u7537 1504\n\u8b1d \u5973 1656\n\u6d2a \u7537 1311\n\u6d2a \u5973 1394\n\u8607 \u7537 1266\n\u8607 \u5973 1295\n\u90b1 \u7537 1132\n\u90b1 \u5973 1211\n\u8449 \u7537 996\n\u8449 \u5973 1079\n\u5468 \u7537 894\n\u5468 \u5973 943<\/code><\/pre>\n\n\n\n
\u5982\u4f60\u6240\u770b\u5230\u7684\uff0c\u9019\u4e9b\u59d3\u6c0f\u7684\u4eba\u53e3\u6578\u8cc7\u6599\u5373\u70ba\u6960\u6893\u5340\u7684\u524d20\u5927\u59d3\u6c0f\u4ee5\u6027\u5225\u70ba\u5340\u5206\u7684\u4eba\u6578\uff0c\u4e0d\u77e5\u9053\u540c\u5b78\u5011\u81ea\u5df1\u7684\u59d3\u6c0f\u6709\u6c92\u6709\u5728\u9019\u88e1\u9762\u5462\uff1f<\/p>\n\n\n\n
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