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使用以下資料,創建函式以逐步執行以下操作,

2022-06-09 01:21:48 企業開發

資料:

[
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]', 
'[email protected]'
]

資料格式:[id-firstname-lastname-email-gender-salary]

  • 根據名字創建排序串列
  • 每個成員都有單獨的電子郵件地址和電子郵件提供商
  • 計算每個成員支付的稅款,即其工資的 10%,如果工資 = 0,則將該成員放在單獨的串列中,稅值默認為 NaN
  • 將性別轉換為 F 或 M instad of full word

最終輸出應該是 2 個串列,一個包含轉換后的資料,一個包含帶有salary = 0 輸出的成員:

List1 = [[1, “Willa”, “Northbridge”,  “wnorthbridge0”,  “fema.gov”,  “F”, 1215, 121.5], ………………]
List2 = [[4, “Der”, “Bockett”,  “dbockett3”, “elpais.com”, “M”, 0, “NaN”], ………………]

uj5u.com熱心網友回復:

我會說嘗試使用組匹配的正則運算式?您可以使用 if 陳述句來檢查它是女性還是男性。

很好的方法是使用www.regex101.com如果您過去串列并使用以下正則運算式代碼,您將看到您可以找到新串列所需的所有組。

(\d )-(.*?)-(.*?)-(.*?)@.*?-(\w*)-(\d*)

或者使用這個 JSON :)

[
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 3,
      "endPos": 57
    },
    {
      "content": "1",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 3,
      "endPos": 4
    },
    {
      "content": "Willa",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 5,
      "endPos": 10
    },
    {
      "content": "Northbridge",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 11,
      "endPos": 22
    },
    {
      "content": "wnorthbridge0",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 23,
      "endPos": 36
    },
    {
      "content": "Female",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 46,
      "endPos": 52
    },
    {
      "content": "1215",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 53,
      "endPos": 57
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 62,
      "endPos": 116
    },
    {
      "content": "2",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 62,
      "endPos": 63
    },
    {
      "content": "Casie",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 64,
      "endPos": 69
    },
    {
      "content": "Arundel",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 70,
      "endPos": 77
    },
    {
      "content": "carundel1",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 78,
      "endPos": 87
    },
    {
      "content": "Polygender",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 101,
      "endPos": 111
    },
    {
      "content": "7059",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 112,
      "endPos": 116
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 121,
      "endPos": 173
    },
    {
      "content": "3",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 121,
      "endPos": 122
    },
    {
      "content": "Urbanus",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 123,
      "endPos": 130
    },
    {
      "content": "Madrell",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 131,
      "endPos": 138
    },
    {
      "content": "umadrell2",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 139,
      "endPos": 148
    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 164,
      "endPos": 168
    },
    {
      "content": "4150",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 169,
      "endPos": 173
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 178,
      "endPos": 219
    },
    {
      "content": "4",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 178,
      "endPos": 179
    },
    {
      "content": "Der",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 180,
      "endPos": 183
    },
    {
      "content": "Bockett",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 184,
      "endPos": 191
    },
    {
      "content": "dbockett3",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 192,
      "endPos": 201
    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 213,
      "endPos": 217
    },
    {
      "content": "0",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 218,
      "endPos": 219
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 224,
      "endPos": 281
    },
    {
      "content": "5",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 224,
      "endPos": 225
    },
    {
      "content": "Gilbertine",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 226,
      "endPos": 236
    },
    {
      "content": "Bligh",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 237,
      "endPos": 242
    },
    {
      "content": "gbligh4",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 243,
      "endPos": 250
    },
    {
      "content": "Genderqueer",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 265,
      "endPos": 276
    },
    {
      "content": "5853",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 277,
      "endPos": 281
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 286,
      "endPos": 338
    },
    {
      "content": "6",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 286,
      "endPos": 287
    },
    {
      "content": "Paul",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 288,
      "endPos": 292
    },
    {
      "content": "Tinman",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 293,
      "endPos": 299
    },
    {
      "content": "ptinman5",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 300,
      "endPos": 308
    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 329,
      "endPos": 333
    },
    {
      "content": "7142",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 334,
      "endPos": 338
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 343,
      "endPos": 390
    },
    {
      "content": "7",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 343,
      "endPos": 344
    },
    {
      "content": "Daffy",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 345,
      "endPos": 350
    },
    {
      "content": "Fazan",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 351,
      "endPos": 356
    },
    {
      "content": "dfazan6",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 357,
      "endPos": 364
    },
    {
      "content": "Female",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 381,
      "endPos": 387
    },
    {
      "content": "71",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 388,
      "endPos": 390
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 395,
      "endPos": 441
    },
    {
      "content": "8",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 395,
      "endPos": 396
    },
    {
      "content": "Bryan",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 397,
      "endPos": 402
    },
    {
      "content": "Dumigan",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 403,
      "endPos": 410
    },
    {
      "content": "bdumigan7",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 411,
      "endPos": 420
    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 432,
      "endPos": 436
    },
    {
      "content": "3444",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 437,
      "endPos": 441
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 446,
      "endPos": 492
    },
    {
      "content": "9",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 446,
      "endPos": 447
    },
    {
      "content": "Wilhelm",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 448,
      "endPos": 455
    },
    {
      "content": "Brattell",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 456,
      "endPos": 464
    },
    {
      "content": "wbrattell8",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 465,
      "endPos": 475
    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 483,
      "endPos": 487
    },
    {
      "content": "2062",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 488,
      "endPos": 492
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 497,
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    },
    {
      "content": "10",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 497,
      "endPos": 499
    },
    {
      "content": "Garey",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 500,
      "endPos": 505
    },
    {
      "content": "Gadson",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 506,
      "endPos": 512
    },
    {
      "content": "ggadson9",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 513,
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    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 535,
      "endPos": 539
    },
    {
      "content": "1036",
      "isParticipating": true,
      "groupNum": 6,
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    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 549,
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    },
    {
      "content": "11",
      "isParticipating": true,
      "groupNum": 1,
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    },
    {
      "content": "Mason",
      "isParticipating": true,
      "groupNum": 2,
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    },
    {
      "content": "Beartup",
      "isParticipating": true,
      "groupNum": 3,
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    },
    {
      "content": "mbeartupa",
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    },
    {
      "content": "Male",
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    },
    {
      "content": "6794",
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    }
  ],
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    {
      "content": "[email protected]",
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    },
    {
      "content": "12",
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    },
    {
      "content": "Cristina",
      "isParticipating": true,
      "groupNum": 2,
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    },
    {
      "content": "Sayes",
      "isParticipating": true,
      "groupNum": 3,
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    },
    {
      "content": "csayesb",
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    },
    {
      "content": "Female",
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    },
    {
      "content": "6756",
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    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
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    },
    {
      "content": "13",
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    },
    {
      "content": "Deirdre",
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    },
    {
      "content": "Masham",
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    },
    {
      "content": "dmashamc",
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    },
    {
      "content": "Female",
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    },
    {
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  ],
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    {
      "content": "14",
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    },
    {
      "content": "Rosabelle",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 708,
      "endPos": 717
    },
    {
      "content": "Antognetti",
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    },
    {
      "content": "rantognettid",
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    },
    {
      "content": "Female",
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    },
    {
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    }
  ],
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    {
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    },
    {
      "content": "15",
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    },
    {
      "content": "Edy",
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    },
    {
      "content": "Lochhead",
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    {
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    },
    {
      "content": "Female",
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    },
    {
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  ],
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    },
    {
      "content": "Jenifer",
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    },
    {
      "content": "Seely",
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    {
      "content": "jseelyf",
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    {
      "content": "Female",
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    },
    {
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    }
  ],
  [
    {
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      "isParticipating": true,
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    },
    {
      "content": "17",
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    },
    {
      "content": "Elenore",
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    {
      "content": "Filipyev",
      "isParticipating": true,
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    },
    {
      "content": "efilipyevg",
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    {
      "content": "Female",
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    {
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      "isParticipating": true,
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    {
      "content": "18",
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    {
      "content": "Gavra",
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    {
      "content": "Enbury",
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    {
      "content": "genburyh",
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    {
      "content": "Female",
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    {
      "content": "3969",
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    }
  ],
  [
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      "content": "[email protected]",
      "isParticipating": true,
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    {
      "content": "19",
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    },
    {
      "content": "Fabiano",
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    {
      "content": "Bison",
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    {
      "content": "fbisoni",
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    {
      "content": "Male",
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      "groupNum": 5,
      "startPos": 1031,
      "endPos": 1035
    },
    {
      "content": "2831",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 1036,
      "endPos": 1040
    }
  ],
  [
    {
      "content": "[email protected]",
      "isParticipating": true,
      "groupNum": 0,
      "startPos": 1045,
      "endPos": 1097
    },
    {
      "content": "20",
      "isParticipating": true,
      "groupNum": 1,
      "startPos": 1045,
      "endPos": 1047
    },
    {
      "content": "Kinnie",
      "isParticipating": true,
      "groupNum": 2,
      "startPos": 1048,
      "endPos": 1054
    },
    {
      "content": "Dimbleby",
      "isParticipating": true,
      "groupNum": 3,
      "startPos": 1055,
      "endPos": 1063
    },
    {
      "content": "kdimblebyj",
      "isParticipating": true,
      "groupNum": 4,
      "startPos": 1064,
      "endPos": 1074
    },
    {
      "content": "Male",
      "isParticipating": true,
      "groupNum": 5,
      "startPos": 1088,
      "endPos": 1092
    },
    {
      "content": "8034",
      "isParticipating": true,
      "groupNum": 6,
      "startPos": 1093,
      "endPos": 1097
    }
  ]
]

uj5u.com熱心網友回復:

withSalary = []
withoutSalary = []
for person in persons:
    # Split Person to List
    person = person.split('-')
    # Split Email to List
    mail = person[3].split('@')
    newPerson = [person[0], person[1], person[2], mail[0], mail[1], person[4][0], int(person[5]), int(person[5]) * 0.1]
    if newPerson[6] == 0:
        newPerson[7] = 'NaN'
        withoutSalary.append(newPerson)
    else:
        withSalary.append(newPerson)

withSalary.sort(key=lambda person: person[1])
withoutSalary.sort(key=lambda person: person[1])

print(withSalary)
print(withoutSalary)

結果 :

[['8', 'Bryan', 'Dumigan', 'bdumigan7', 'disqus.com', 'M', 3444, 344.40000000000003], ['2', 'Casie', 'Arundel', 'carundel1', 'amazon.co.jp', 'P', 7059, 705.9000000000001]]
[['4', 'Der', 'Bockett', 'dbockett3', 'elpais.com', 'M', 0, 'NaN'], ['17', 'Elenore', 'Filipyev', 'efilipyevg', 'tmall.com', 'F', 0, 'NaN']]

uj5u.com熱心網友回復:

data = ['[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]']

# Replace gender Male with m and female with F
data = ['[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]', '[email protected]']

# Replace gender Male with m and female with F
def rename_gender(data):
    res1 = []
    gender_male= 'M'
    gender_female= 'F'
    for ele in data:
        # adding each string after replacement using replace()
        if ele.split('-')[4]=='Male':
            res1.append(ele.replace('Male', gender_male))
        else: 
            res1.append(ele.replace('Female', gender_female))
    return res1
replacement = rename_gender(data)

# Funtion for Final result 
def final_list(res):
    lst1=[]
    lst2 = []
    for ele in res:
        l =(ele.split('-'))

        email_id=l[3]
        email_is= email_id[0:   email_id.index('@')  ]
        email_prov= email_id[email_id.index('@')   1:]
        l.insert(4,email_prov)
        l.insert(3,email_is)
        l.pop(4)
        salary=l[-1]
        if int(salary)!=0:
            tax= int(salary)/10
            l.insert(7,tax)
            lst1.append(l)
        else:
            l.insert(7,"NaN")
            lst2.append(l)
    return lst1,lst2
list1 , list2 = final_list(replacement)

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標籤:Python 功能 for循环 机器学习 数据科学

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