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Merge pull request 'abanin_daniil_lab_3' (#74) from abanin_daniil_lab_3 into main

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Reviewed-on: http://student.git.athene.tech/Alexey/IIS_2023_1/pulls/74
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Alexey 2023-10-24 16:48:10 +04:00
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abanin_daniil_lab_3/README.md Normal file
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## Лабораторная работа №3
### Деревья решений
## Cтудент группы ПИбд-41 Абанин Даниил
### Как запустить лабораторную работу:
* установить python, numpy, matplotlib, sklearn
* запустить проект (lab3)
### Какие технологии использовались:
* Язык программирования `Python`, библиотеки numpy, matplotlib, sklearn
* Среда разработки `PyCharm`
### Что делает лабораторная работа:
* Выполняет ранжирование признаков для регрессионной модели
* По данным "Eligibility Prediction for Loan" решает задачу классификации (с помощью дерева решений), в которой необходимо выявить риски выдачи кредита и определить его статус (выдан или отказ). В качестве исходных данных используются три признака: Credit_History - соответствие кредитной истории стандартам банка, ApplicantIncome - доход заявителя, LoanAmount - сумма кредита.
### Примеры работы:
#### Результаты:
* Наиболее важным параметром при выдачи кредита оказался доход заявителя - ApplicantIncome, затем LoanAmount - сумма выдаваемого кредита
![Result](result.png)

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abanin_daniil_lab_3/lab3.py Normal file
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from sklearn.model_selection import train_test_split
from sklearn.tree import DecisionTreeClassifier
import pandas as pd
import numpy as np
pd.options.mode.chained_assignment = None
FILE_PATH = "loan.csv"
REQUIRED_COLUMNS = ['Credit_History', 'LoanAmount', 'ApplicantIncome']
TARGET_COLUMN = 'Loan_Status'
def print_classifier_info(feature_importance):
feature_names = REQUIRED_COLUMNS
embarked_score = feature_importance[-3:].sum()
scores = np.append(feature_importance[:2], embarked_score)
scores = map(lambda score: round(score, 2), scores)
print(dict(zip(feature_names, scores)))
if __name__ == '__main__':
data = pd.read_csv(FILE_PATH)
X = data[REQUIRED_COLUMNS]
y = data[TARGET_COLUMN]
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
classifier_tree = DecisionTreeClassifier(random_state=42)
classifier_tree.fit(X_train, y_train)
print_classifier_info(classifier_tree.feature_importances_)
print("Оценка качества (задача классификации) - ", classifier_tree.score(X_test, y_test))

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abanin_daniil_lab_3/loan.csv Normal file
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Loan_ID,Gender,Married,Dependents,Education,Self_Employed,ApplicantIncome,CoapplicantIncome,LoanAmount,Loan_Amount_Term,Credit_History,Property_Area,Loan_Status
LP001002,Male,No,0,1,No,5849,0.0,360.0,1.0,0,Y,0.0
LP001003,Male,Yes,1,1,No,4583,1508.0,128.0,360.0,1,Rural,0.0
LP001005,Male,Yes,0,1,Yes,3000,0.0,66.0,360.0,1,Urban,1.0
LP001006,Male,Yes,0,0,No,2583,2358.0,120.0,360.0,1,Urban,1.0
LP001008,Male,No,0,1,No,6000,0.0,141.0,360.0,1,Urban,1.0
LP001011,Male,Yes,2,1,Yes,5417,4196.0,267.0,360.0,1,Urban,1.0
LP001013,Male,Yes,0,0,No,2333,1516.0,95.0,360.0,1,Urban,1.0
LP001014,Male,Yes,3+,1,No,3036,2504.0,158.0,360.0,0,Semiurban,0.0
LP001018,Male,Yes,2,1,No,4006,1526.0,168.0,360.0,1,Urban,1.0
LP001020,Male,Yes,1,1,No,12841,10968.0,349.0,360.0,1,Semiurban,0.0
LP001024,Male,Yes,2,1,No,3200,700.0,70.0,360.0,1,Urban,1.0
LP001027,Male,Yes,2,1,,2500,1840.0,109.0,360.0,1,Urban,1.0
LP001028,Male,Yes,2,1,No,3073,8106.0,200.0,360.0,1,Urban,1.0
LP001029,Male,No,0,1,No,1853,2840.0,114.0,360.0,1,Rural,0.0
LP001030,Male,Yes,2,1,No,1299,1086.0,17.0,120.0,1,Urban,1.0
LP001032,Male,No,0,1,No,4950,0.0,125.0,360.0,1,Urban,1.0
LP001034,Male,No,1,0,No,3596,0.0,100.0,240.0,0,Urban,1.0
LP001036,Female,No,0,1,No,3510,0.0,76.0,360.0,0,Urban,0.0
LP001038,Male,Yes,0,0,No,4887,0.0,133.0,360.0,1,Rural,0.0
LP001041,Male,Yes,0,1,,2600,3500.0,115.0,,1,Urban,1.0
LP001043,Male,Yes,0,0,No,7660,0.0,104.0,360.0,0,Urban,0.0
LP001046,Male,Yes,1,1,No,5955,5625.0,315.0,360.0,1,Urban,1.0
LP001047,Male,Yes,0,0,No,2600,1911.0,116.0,360.0,0,Semiurban,0.0
LP001050,,Yes,2,0,No,3365,1917.0,112.0,360.0,0,Rural,0.0
LP001052,Male,Yes,1,1,,3717,2925.0,151.0,360.0,0,Semiurban,0.0
LP001066,Male,Yes,0,1,Yes,9560,0.0,191.0,360.0,1,Semiurban,1.0
LP001068,Male,Yes,0,1,No,2799,2253.0,122.0,360.0,1,Semiurban,1.0
LP001073,Male,Yes,2,0,No,4226,1040.0,110.0,360.0,1,Urban,1.0
LP001086,Male,No,0,0,No,1442,0.0,35.0,360.0,1,Urban,0.0
LP001087,Female,No,2,1,,3750,2083.0,120.0,360.0,1,Semiurban,1.0
LP001091,Male,Yes,1,1,,4166,3369.0,201.0,360.0,0,Urban,0.0
LP001095,Male,No,0,1,No,3167,0.0,74.0,360.0,1,Urban,0.0
LP001097,Male,No,1,1,Yes,4692,0.0,106.0,360.0,1,Rural,0.0
LP001098,Male,Yes,0,1,No,3500,1667.0,114.0,360.0,1,Semiurban,1.0
LP001100,Male,No,3+,1,No,12500,3000.0,320.0,360.0,1,Rural,0.0
LP001106,Male,Yes,0,1,No,2275,2067.0,0.0,360.0,1,Urban,1.0
LP001109,Male,Yes,0,1,No,1828,1330.0,100.0,,0,Urban,0.0
LP001112,Female,Yes,0,1,No,3667,1459.0,144.0,360.0,1,Semiurban,1.0
LP001114,Male,No,0,1,No,4166,7210.0,184.0,360.0,1,Urban,1.0
LP001116,Male,No,0,0,No,3748,1668.0,110.0,360.0,1,Semiurban,1.0
LP001119,Male,No,0,1,No,3600,0.0,80.0,360.0,1,Urban,0.0
LP001120,Male,No,0,1,No,1800,1213.0,47.0,360.0,1,Urban,1.0
LP001123,Male,Yes,0,1,No,2400,0.0,75.0,360.0,0,Urban,1.0
LP001131,Male,Yes,0,1,No,3941,2336.0,134.0,360.0,1,Semiurban,1.0
LP001136,Male,Yes,0,0,Yes,4695,0.0,96.0,,1,Urban,1.0
LP001137,Female,No,0,1,No,3410,0.0,88.0,,1,Urban,1.0
LP001138,Male,Yes,1,1,No,5649,0.0,44.0,360.0,1,Urban,1.0
LP001144,Male,Yes,0,1,No,5821,0.0,144.0,360.0,1,Urban,1.0
LP001146,Female,Yes,0,1,No,2645,3440.0,120.0,360.0,0,Urban,0.0
LP001151,Female,No,0,1,No,4000,2275.0,144.0,360.0,1,Semiurban,1.0
LP001155,Female,Yes,0,0,No,1928,1644.0,100.0,360.0,1,Semiurban,1.0
LP001157,Female,No,0,1,No,3086,0.0,120.0,360.0,1,Semiurban,1.0
LP001164,Female,No,0,1,No,4230,0.0,112.0,360.0,1,Semiurban,0.0
LP001179,Male,Yes,2,1,No,4616,0.0,134.0,360.0,1,Urban,0.0
LP001186,Female,Yes,1,1,Yes,11500,0.0,286.0,360.0,0,Urban,0.0
LP001194,Male,Yes,2,1,No,2708,1167.0,97.0,360.0,1,Semiurban,1.0
LP001195,Male,Yes,0,1,No,2132,1591.0,96.0,360.0,1,Semiurban,1.0
LP001197,Male,Yes,0,1,No,3366,2200.0,135.0,360.0,1,Rural,0.0
LP001198,Male,Yes,1,1,No,8080,2250.0,180.0,360.0,1,Urban,1.0
LP001199,Male,Yes,2,0,No,3357,2859.0,144.0,360.0,1,Urban,1.0
LP001205,Male,Yes,0,1,No,2500,3796.0,120.0,360.0,1,Urban,1.0
LP001206,Male,Yes,3+,1,No,3029,0.0,99.0,360.0,1,Urban,1.0
LP001207,Male,Yes,0,0,Yes,2609,3449.0,165.0,180.0,0,Rural,0.0
LP001213,Male,Yes,1,1,No,4945,0.0,0.0,360.0,0,Rural,0.0
LP001222,Female,No,0,1,No,4166,0.0,116.0,360.0,0,Semiurban,0.0
LP001225,Male,Yes,0,1,No,5726,4595.0,258.0,360.0,1,Semiurban,0.0
LP001228,Male,No,0,0,No,3200,2254.0,126.0,180.0,0,Urban,0.0
LP001233,Male,Yes,1,1,No,10750,0.0,312.0,360.0,1,Urban,1.0
LP001238,Male,Yes,3+,0,Yes,7100,0.0,125.0,60.0,1,Urban,1.0
LP001241,Female,No,0,1,No,4300,0.0,136.0,360.0,0,Semiurban,0.0
LP001243,Male,Yes,0,1,No,3208,3066.0,172.0,360.0,1,Urban,1.0
LP001245,Male,Yes,2,0,Yes,1875,1875.0,97.0,360.0,1,Semiurban,1.0
LP001248,Male,No,0,1,No,3500,0.0,81.0,300.0,1,Semiurban,1.0
LP001250,Male,Yes,3+,0,No,4755,0.0,95.0,,0,Semiurban,0.0
LP001253,Male,Yes,3+,1,Yes,5266,1774.0,187.0,360.0,1,Semiurban,1.0
LP001255,Male,No,0,1,No,3750,0.0,113.0,480.0,1,Urban,0.0
LP001256,Male,No,0,1,No,3750,4750.0,176.0,360.0,1,Urban,0.0
LP001259,Male,Yes,1,1,Yes,1000,3022.0,110.0,360.0,1,Urban,0.0
LP001263,Male,Yes,3+,1,No,3167,4000.0,180.0,300.0,0,Semiurban,0.0
LP001264,Male,Yes,3+,0,Yes,3333,2166.0,130.0,360.0,0,Semiurban,1.0
LP001265,Female,No,0,1,No,3846,0.0,111.0,360.0,1,Semiurban,1.0
LP001266,Male,Yes,1,1,Yes,2395,0.0,0.0,360.0,1,Semiurban,1.0
LP001267,Female,Yes,2,1,No,1378,1881.0,167.0,360.0,1,Urban,0.0
LP001273,Male,Yes,0,1,No,6000,2250.0,265.0,360.0,0,Semiurban,0.0
LP001275,Male,Yes,1,1,No,3988,0.0,50.0,240.0,1,Urban,1.0
LP001279,Male,No,0,1,No,2366,2531.0,136.0,360.0,1,Semiurban,1.0
LP001280,Male,Yes,2,0,No,3333,2000.0,99.0,360.0,0,Semiurban,1.0
LP001282,Male,Yes,0,1,No,2500,2118.0,104.0,360.0,1,Semiurban,1.0
LP001289,Male,No,0,1,No,8566,0.0,210.0,360.0,1,Urban,1.0
LP001310,Male,Yes,0,1,No,5695,4167.0,175.0,360.0,1,Semiurban,1.0
LP001316,Male,Yes,0,1,No,2958,2900.0,131.0,360.0,1,Semiurban,1.0
LP001318,Male,Yes,2,1,No,6250,5654.0,188.0,180.0,1,Semiurban,1.0
LP001319,Male,Yes,2,0,No,3273,1820.0,81.0,360.0,1,Urban,1.0
LP001322,Male,No,0,1,No,4133,0.0,122.0,360.0,1,Semiurban,1.0
LP001325,Male,No,0,0,No,3620,0.0,25.0,120.0,1,Semiurban,1.0
LP001326,Male,No,0,1,,6782,0.0,0.0,360.0,0,Urban,0.0
LP001327,Female,Yes,0,1,No,2484,2302.0,137.0,360.0,1,Semiurban,1.0
LP001333,Male,Yes,0,1,No,1977,997.0,50.0,360.0,1,Semiurban,1.0
LP001334,Male,Yes,0,0,No,4188,0.0,115.0,180.0,1,Semiurban,1.0
LP001343,Male,Yes,0,1,No,1759,3541.0,131.0,360.0,1,Semiurban,1.0
LP001345,Male,Yes,2,0,No,4288,3263.0,133.0,180.0,1,Urban,1.0
LP001349,Male,No,0,1,No,4843,3806.0,151.0,360.0,1,Semiurban,1.0
LP001350,Male,Yes,,1,No,13650,0.0,0.0,360.0,1,Urban,1.0
LP001356,Male,Yes,0,1,No,4652,3583.0,0.0,360.0,1,Semiurban,1.0
LP001357,Male,,,1,No,3816,754.0,160.0,360.0,1,Urban,1.0
LP001367,Male,Yes,1,1,No,3052,1030.0,100.0,360.0,1,Urban,1.0
LP001369,Male,Yes,2,1,No,11417,1126.0,225.0,360.0,1,Urban,1.0
LP001370,Male,No,0,0,,7333,0.0,120.0,360.0,1,Rural,0.0
LP001379,Male,Yes,2,1,No,3800,3600.0,216.0,360.0,0,Urban,0.0
LP001384,Male,Yes,3+,0,No,2071,754.0,94.0,480.0,1,Semiurban,1.0
LP001385,Male,No,0,1,No,5316,0.0,136.0,360.0,1,Urban,1.0
LP001387,Female,Yes,0,1,,2929,2333.0,139.0,360.0,1,Semiurban,1.0
LP001391,Male,Yes,0,0,No,3572,4114.0,152.0,,0,Rural,0.0
LP001392,Female,No,1,1,Yes,7451,0.0,0.0,360.0,1,Semiurban,1.0
LP001398,Male,No,0,1,,5050,0.0,118.0,360.0,1,Semiurban,1.0
LP001401,Male,Yes,1,1,No,14583,0.0,185.0,180.0,1,Rural,1.0
LP001404,Female,Yes,0,1,No,3167,2283.0,154.0,360.0,1,Semiurban,1.0
LP001405,Male,Yes,1,1,No,2214,1398.0,85.0,360.0,0,Urban,1.0
LP001421,Male,Yes,0,1,No,5568,2142.0,175.0,360.0,1,Rural,0.0
LP001422,Female,No,0,1,No,10408,0.0,259.0,360.0,1,Urban,1.0
LP001426,Male,Yes,,1,No,5667,2667.0,180.0,360.0,1,Rural,1.0
LP001430,Female,No,0,1,No,4166,0.0,44.0,360.0,1,Semiurban,1.0
LP001431,Female,No,0,1,No,2137,8980.0,137.0,360.0,0,Semiurban,1.0
LP001432,Male,Yes,2,1,No,2957,0.0,81.0,360.0,1,Semiurban,1.0
LP001439,Male,Yes,0,0,No,4300,2014.0,194.0,360.0,1,Rural,1.0
LP001443,Female,No,0,1,No,3692,0.0,93.0,360.0,0,Rural,1.0
LP001448,,Yes,3+,1,No,23803,0.0,370.0,360.0,1,Rural,1.0
LP001449,Male,No,0,1,No,3865,1640.0,0.0,360.0,1,Rural,1.0
LP001451,Male,Yes,1,1,Yes,10513,3850.0,160.0,180.0,0,Urban,0.0
LP001465,Male,Yes,0,1,No,6080,2569.0,182.0,360.0,0,Rural,0.0
LP001469,Male,No,0,1,Yes,20166,0.0,650.0,480.0,0,Urban,1.0
LP001473,Male,No,0,1,No,2014,1929.0,74.0,360.0,1,Urban,1.0
LP001478,Male,No,0,1,No,2718,0.0,70.0,360.0,1,Semiurban,1.0
LP001482,Male,Yes,0,1,Yes,3459,0.0,25.0,120.0,1,Semiurban,1.0
LP001487,Male,No,0,1,No,4895,0.0,102.0,360.0,1,Semiurban,1.0
LP001488,Male,Yes,3+,1,No,4000,7750.0,290.0,360.0,1,Semiurban,0.0
LP001489,Female,Yes,0,1,No,4583,0.0,84.0,360.0,1,Rural,0.0
LP001491,Male,Yes,2,1,Yes,3316,3500.0,88.0,360.0,1,Urban,1.0
LP001492,Male,No,0,1,No,14999,0.0,242.0,360.0,0,Semiurban,0.0
LP001493,Male,Yes,2,0,No,4200,1430.0,129.0,360.0,1,Rural,0.0
LP001497,Male,Yes,2,1,No,5042,2083.0,185.0,360.0,1,Rural,0.0
LP001498,Male,No,0,1,No,5417,0.0,168.0,360.0,1,Urban,1.0
LP001504,Male,No,0,1,Yes,6950,0.0,175.0,180.0,1,Semiurban,1.0
LP001507,Male,Yes,0,1,No,2698,2034.0,122.0,360.0,1,Semiurban,1.0
LP001508,Male,Yes,2,1,No,11757,0.0,187.0,180.0,1,Urban,1.0
LP001514,Female,Yes,0,1,No,2330,4486.0,100.0,360.0,1,Semiurban,1.0
LP001516,Female,Yes,2,1,No,14866,0.0,70.0,360.0,1,Urban,1.0
LP001518,Male,Yes,1,1,No,1538,1425.0,30.0,360.0,1,Urban,1.0
LP001519,Female,No,0,1,No,10000,1666.0,225.0,360.0,1,Rural,0.0
LP001520,Male,Yes,0,1,No,4860,830.0,125.0,360.0,1,Semiurban,1.0
LP001528,Male,No,0,1,No,6277,0.0,118.0,360.0,0,Rural,0.0
LP001529,Male,Yes,0,1,Yes,2577,3750.0,152.0,360.0,1,Rural,1.0
LP001531,Male,No,0,1,No,9166,0.0,244.0,360.0,1,Urban,0.0
LP001532,Male,Yes,2,0,No,2281,0.0,113.0,360.0,1,Rural,0.0
LP001535,Male,No,0,1,No,3254,0.0,50.0,360.0,1,Urban,1.0
LP001536,Male,Yes,3+,1,No,39999,0.0,600.0,180.0,0,Semiurban,1.0
LP001541,Male,Yes,1,1,No,6000,0.0,160.0,360.0,0,Rural,1.0
LP001543,Male,Yes,1,1,No,9538,0.0,187.0,360.0,1,Urban,1.0
LP001546,Male,No,0,1,,2980,2083.0,120.0,360.0,1,Rural,1.0
LP001552,Male,Yes,0,1,No,4583,5625.0,255.0,360.0,1,Semiurban,1.0
LP001560,Male,Yes,0,0,No,1863,1041.0,98.0,360.0,1,Semiurban,1.0
LP001562,Male,Yes,0,1,No,7933,0.0,275.0,360.0,1,Urban,0.0
LP001565,Male,Yes,1,1,No,3089,1280.0,121.0,360.0,0,Semiurban,0.0
LP001570,Male,Yes,2,1,No,4167,1447.0,158.0,360.0,1,Rural,1.0
LP001572,Male,Yes,0,1,No,9323,0.0,75.0,180.0,1,Urban,1.0
LP001574,Male,Yes,0,1,No,3707,3166.0,182.0,,1,Rural,1.0
LP001577,Female,Yes,0,1,No,4583,0.0,112.0,360.0,1,Rural,0.0
LP001578,Male,Yes,0,1,No,2439,3333.0,129.0,360.0,1,Rural,1.0
LP001579,Male,No,0,1,No,2237,0.0,63.0,480.0,0,Semiurban,0.0
LP001580,Male,Yes,2,1,No,8000,0.0,200.0,360.0,1,Semiurban,1.0
LP001581,Male,Yes,0,0,,1820,1769.0,95.0,360.0,1,Rural,1.0
LP001585,,Yes,3+,1,No,51763,0.0,700.0,300.0,1,Urban,1.0
LP001586,Male,Yes,3+,0,No,3522,0.0,81.0,180.0,1,Rural,0.0
LP001594,Male,Yes,0,1,No,5708,5625.0,187.0,360.0,1,Semiurban,1.0
LP001603,Male,Yes,0,0,Yes,4344,736.0,87.0,360.0,1,Semiurban,0.0
LP001606,Male,Yes,0,1,No,3497,1964.0,116.0,360.0,1,Rural,1.0
LP001608,Male,Yes,2,1,No,2045,1619.0,101.0,360.0,1,Rural,1.0
LP001610,Male,Yes,3+,1,No,5516,11300.0,495.0,360.0,0,Semiurban,0.0
LP001616,Male,Yes,1,1,No,3750,0.0,116.0,360.0,1,Semiurban,1.0
LP001630,Male,No,0,0,No,2333,1451.0,102.0,480.0,0,Urban,0.0
LP001633,Male,Yes,1,1,No,6400,7250.0,180.0,360.0,0,Urban,0.0
LP001634,Male,No,0,1,No,1916,5063.0,67.0,360.0,0,Rural,0.0
LP001636,Male,Yes,0,1,No,4600,0.0,73.0,180.0,1,Semiurban,1.0
LP001637,Male,Yes,1,1,No,33846,0.0,260.0,360.0,1,Semiurban,0.0
LP001639,Female,Yes,0,1,No,3625,0.0,108.0,360.0,1,Semiurban,1.0
LP001640,Male,Yes,0,1,Yes,39147,4750.0,120.0,360.0,1,Semiurban,1.0
LP001641,Male,Yes,1,1,Yes,2178,0.0,66.0,300.0,0,Rural,0.0
LP001643,Male,Yes,0,1,No,2383,2138.0,58.0,360.0,0,Rural,1.0
LP001644,,Yes,0,1,Yes,674,5296.0,168.0,360.0,1,Rural,1.0
LP001647,Male,Yes,0,1,No,9328,0.0,188.0,180.0,1,Rural,1.0
LP001653,Male,No,0,0,No,4885,0.0,48.0,360.0,1,Rural,1.0
LP001656,Male,No,0,1,No,12000,0.0,164.0,360.0,1,Semiurban,0.0
LP001657,Male,Yes,0,0,No,6033,0.0,160.0,360.0,1,Urban,0.0
LP001658,Male,No,0,1,No,3858,0.0,76.0,360.0,1,Semiurban,1.0
LP001664,Male,No,0,1,No,4191,0.0,120.0,360.0,1,Rural,1.0
LP001665,Male,Yes,1,1,No,3125,2583.0,170.0,360.0,1,Semiurban,0.0
LP001666,Male,No,0,1,No,8333,3750.0,187.0,360.0,1,Rural,1.0
LP001669,Female,No,0,0,No,1907,2365.0,120.0,,1,Urban,1.0
LP001671,Female,Yes,0,1,No,3416,2816.0,113.0,360.0,0,Semiurban,1.0
LP001673,Male,No,0,1,Yes,11000,0.0,83.0,360.0,1,Urban,0.0
LP001674,Male,Yes,1,0,No,2600,2500.0,90.0,360.0,1,Semiurban,1.0
LP001677,Male,No,2,1,No,4923,0.0,166.0,360.0,0,Semiurban,1.0
LP001682,Male,Yes,3+,0,No,3992,0.0,0.0,180.0,1,Urban,0.0
LP001688,Male,Yes,1,0,No,3500,1083.0,135.0,360.0,1,Urban,1.0
LP001691,Male,Yes,2,0,No,3917,0.0,124.0,360.0,1,Semiurban,1.0
LP001692,Female,No,0,0,No,4408,0.0,120.0,360.0,1,Semiurban,1.0
LP001693,Female,No,0,1,No,3244,0.0,80.0,360.0,1,Urban,1.0
LP001698,Male,No,0,0,No,3975,2531.0,55.0,360.0,1,Rural,1.0
LP001699,Male,No,0,1,No,2479,0.0,59.0,360.0,1,Urban,1.0
LP001702,Male,No,0,1,No,3418,0.0,127.0,360.0,1,Semiurban,0.0
LP001708,Female,No,0,1,No,10000,0.0,214.0,360.0,1,Semiurban,0.0
LP001711,Male,Yes,3+,1,No,3430,1250.0,128.0,360.0,0,Semiurban,0.0
LP001713,Male,Yes,1,1,Yes,7787,0.0,240.0,360.0,1,Urban,1.0
LP001715,Male,Yes,3+,0,Yes,5703,0.0,130.0,360.0,1,Rural,1.0
LP001716,Male,Yes,0,1,No,3173,3021.0,137.0,360.0,1,Urban,1.0
LP001720,Male,Yes,3+,0,No,3850,983.0,100.0,360.0,1,Semiurban,1.0
LP001722,Male,Yes,0,1,No,150,1800.0,135.0,360.0,1,Rural,0.0
LP001726,Male,Yes,0,1,No,3727,1775.0,131.0,360.0,1,Semiurban,1.0
LP001732,Male,Yes,2,1,,5000,0.0,72.0,360.0,0,Semiurban,0.0
LP001734,Female,Yes,2,1,No,4283,2383.0,127.0,360.0,0,Semiurban,1.0
LP001736,Male,Yes,0,1,No,2221,0.0,60.0,360.0,0,Urban,0.0
LP001743,Male,Yes,2,1,No,4009,1717.0,116.0,360.0,1,Semiurban,1.0
LP001744,Male,No,0,1,No,2971,2791.0,144.0,360.0,1,Semiurban,1.0
LP001749,Male,Yes,0,1,No,7578,1010.0,175.0,,1,Semiurban,1.0
LP001750,Male,Yes,0,1,No,6250,0.0,128.0,360.0,1,Semiurban,1.0
LP001751,Male,Yes,0,1,No,3250,0.0,170.0,360.0,1,Rural,0.0
LP001754,Male,Yes,,0,Yes,4735,0.0,138.0,360.0,1,Urban,0.0
LP001758,Male,Yes,2,1,No,6250,1695.0,210.0,360.0,1,Semiurban,1.0
LP001760,Male,,,1,No,4758,0.0,158.0,480.0,1,Semiurban,1.0
LP001761,Male,No,0,1,Yes,6400,0.0,200.0,360.0,1,Rural,1.0
LP001765,Male,Yes,1,1,No,2491,2054.0,104.0,360.0,1,Semiurban,1.0
LP001768,Male,Yes,0,1,,3716,0.0,42.0,180.0,1,Rural,1.0
LP001770,Male,No,0,0,No,3189,2598.0,120.0,,1,Rural,1.0
LP001776,Female,No,0,1,No,8333,0.0,280.0,360.0,1,Semiurban,1.0
LP001778,Male,Yes,1,1,No,3155,1779.0,140.0,360.0,1,Semiurban,1.0
LP001784,Male,Yes,1,1,No,5500,1260.0,170.0,360.0,1,Rural,1.0
LP001786,Male,Yes,0,1,,5746,0.0,255.0,360.0,0,Urban,0.0
LP001788,Female,No,0,1,Yes,3463,0.0,122.0,360.0,0,Urban,1.0
LP001790,Female,No,1,1,No,3812,0.0,112.0,360.0,1,Rural,1.0
LP001792,Male,Yes,1,1,No,3315,0.0,96.0,360.0,1,Semiurban,1.0
LP001798,Male,Yes,2,1,No,5819,5000.0,120.0,360.0,1,Rural,1.0
LP001800,Male,Yes,1,0,No,2510,1983.0,140.0,180.0,1,Urban,0.0
LP001806,Male,No,0,1,No,2965,5701.0,155.0,60.0,1,Urban,1.0
LP001807,Male,Yes,2,1,Yes,6250,1300.0,108.0,360.0,1,Rural,1.0
LP001811,Male,Yes,0,0,No,3406,4417.0,123.0,360.0,1,Semiurban,1.0
LP001813,Male,No,0,1,Yes,6050,4333.0,120.0,180.0,1,Urban,0.0
LP001814,Male,Yes,2,1,No,9703,0.0,112.0,360.0,1,Urban,1.0
LP001819,Male,Yes,1,0,No,6608,0.0,137.0,180.0,1,Urban,1.0
LP001824,Male,Yes,1,1,No,2882,1843.0,123.0,480.0,1,Semiurban,1.0
LP001825,Male,Yes,0,1,No,1809,1868.0,90.0,360.0,1,Urban,1.0
LP001835,Male,Yes,0,0,No,1668,3890.0,201.0,360.0,0,Semiurban,0.0
LP001836,Female,No,2,1,No,3427,0.0,138.0,360.0,1,Urban,0.0
LP001841,Male,No,0,0,Yes,2583,2167.0,104.0,360.0,1,Rural,1.0
LP001843,Male,Yes,1,0,No,2661,7101.0,279.0,180.0,1,Semiurban,1.0
LP001844,Male,No,0,1,Yes,16250,0.0,192.0,360.0,0,Urban,0.0
LP001846,Female,No,3+,1,No,3083,0.0,255.0,360.0,1,Rural,1.0
LP001849,Male,No,0,0,No,6045,0.0,115.0,360.0,0,Rural,0.0
LP001854,Male,Yes,3+,1,No,5250,0.0,94.0,360.0,1,Urban,0.0
LP001859,Male,Yes,0,1,No,14683,2100.0,304.0,360.0,1,Rural,0.0
LP001864,Male,Yes,3+,0,No,4931,0.0,128.0,360.0,0,Semiurban,0.0
LP001865,Male,Yes,1,1,No,6083,4250.0,330.0,360.0,0,Urban,1.0
LP001868,Male,No,0,1,No,2060,2209.0,134.0,360.0,1,Semiurban,1.0
LP001870,Female,No,1,1,No,3481,0.0,155.0,36.0,1,Semiurban,0.0
LP001871,Female,No,0,1,No,7200,0.0,120.0,360.0,1,Rural,1.0
LP001872,Male,No,0,1,Yes,5166,0.0,128.0,360.0,1,Semiurban,1.0
LP001875,Male,No,0,1,No,4095,3447.0,151.0,360.0,1,Rural,1.0
LP001877,Male,Yes,2,1,No,4708,1387.0,150.0,360.0,1,Semiurban,1.0
LP001882,Male,Yes,3+,1,No,4333,1811.0,160.0,360.0,0,Urban,1.0
LP001883,Female,No,0,1,,3418,0.0,135.0,360.0,1,Rural,0.0
LP001884,Female,No,1,1,No,2876,1560.0,90.0,360.0,1,Urban,1.0
LP001888,Female,No,0,1,No,3237,0.0,30.0,360.0,1,Urban,1.0
LP001891,Male,Yes,0,1,No,11146,0.0,136.0,360.0,1,Urban,1.0
LP001892,Male,No,0,1,No,2833,1857.0,126.0,360.0,1,Rural,1.0
LP001894,Male,Yes,0,1,No,2620,2223.0,150.0,360.0,1,Semiurban,1.0
LP001896,Male,Yes,2,1,No,3900,0.0,90.0,360.0,1,Semiurban,1.0
LP001900,Male,Yes,1,1,No,2750,1842.0,115.0,360.0,1,Semiurban,1.0
LP001903,Male,Yes,0,1,No,3993,3274.0,207.0,360.0,1,Semiurban,1.0
LP001904,Male,Yes,0,1,No,3103,1300.0,80.0,360.0,1,Urban,1.0
LP001907,Male,Yes,0,1,No,14583,0.0,436.0,360.0,1,Semiurban,1.0
LP001908,Female,Yes,0,0,No,4100,0.0,124.0,360.0,0,Rural,1.0
LP001910,Male,No,1,0,Yes,4053,2426.0,158.0,360.0,0,Urban,0.0
LP001914,Male,Yes,0,1,No,3927,800.0,112.0,360.0,1,Semiurban,1.0
LP001915,Male,Yes,2,1,No,2301,985.7999878,78.0,180.0,1,Urban,1.0
LP001917,Female,No,0,1,No,1811,1666.0,54.0,360.0,1,Urban,1.0
LP001922,Male,Yes,0,1,No,20667,0.0,0.0,360.0,1,Rural,0.0
LP001924,Male,No,0,1,No,3158,3053.0,89.0,360.0,1,Rural,1.0
LP001925,Female,No,0,1,Yes,2600,1717.0,99.0,300.0,1,Semiurban,0.0
LP001926,Male,Yes,0,1,No,3704,2000.0,120.0,360.0,1,Rural,1.0
LP001931,Female,No,0,1,No,4124,0.0,115.0,360.0,1,Semiurban,1.0
LP001935,Male,No,0,1,No,9508,0.0,187.0,360.0,1,Rural,1.0
LP001936,Male,Yes,0,1,No,3075,2416.0,139.0,360.0,1,Rural,1.0
LP001938,Male,Yes,2,1,No,4400,0.0,127.0,360.0,0,Semiurban,0.0
LP001940,Male,Yes,2,1,No,3153,1560.0,134.0,360.0,1,Urban,1.0
LP001945,Female,No,,1,No,5417,0.0,143.0,480.0,0,Urban,0.0
LP001947,Male,Yes,0,1,No,2383,3334.0,172.0,360.0,1,Semiurban,1.0
LP001949,Male,Yes,3+,1,,4416,1250.0,110.0,360.0,1,Urban,1.0
LP001953,Male,Yes,1,1,No,6875,0.0,200.0,360.0,1,Semiurban,1.0
LP001954,Female,Yes,1,1,No,4666,0.0,135.0,360.0,1,Urban,1.0
LP001955,Female,No,0,1,No,5000,2541.0,151.0,480.0,1,Rural,0.0
LP001963,Male,Yes,1,1,No,2014,2925.0,113.0,360.0,1,Urban,0.0
LP001964,Male,Yes,0,0,No,1800,2934.0,93.0,360.0,0,Urban,0.0
LP001972,Male,Yes,,0,No,2875,1750.0,105.0,360.0,1,Semiurban,1.0
LP001974,Female,No,0,1,No,5000,0.0,132.0,360.0,1,Rural,1.0
LP001977,Male,Yes,1,1,No,1625,1803.0,96.0,360.0,1,Urban,1.0
LP001978,Male,No,0,1,No,4000,2500.0,140.0,360.0,1,Rural,1.0
LP001990,Male,No,0,0,No,2000,0.0,0.0,360.0,1,Urban,0.0
LP001993,Female,No,0,1,No,3762,1666.0,135.0,360.0,1,Rural,1.0
LP001994,Female,No,0,1,No,2400,1863.0,104.0,360.0,0,Urban,0.0
LP001996,Male,No,0,1,No,20233,0.0,480.0,360.0,1,Rural,0.0
LP001998,Male,Yes,2,0,No,7667,0.0,185.0,360.0,0,Rural,1.0
LP002002,Female,No,0,1,No,2917,0.0,84.0,360.0,1,Semiurban,1.0
LP002004,Male,No,0,0,No,2927,2405.0,111.0,360.0,1,Semiurban,1.0
LP002006,Female,No,0,1,No,2507,0.0,56.0,360.0,1,Rural,1.0
LP002008,Male,Yes,2,1,Yes,5746,0.0,144.0,84.0,0,Rural,1.0
LP002024,,Yes,0,1,No,2473,1843.0,159.0,360.0,1,Rural,0.0
LP002031,Male,Yes,1,0,No,3399,1640.0,111.0,180.0,1,Urban,1.0
LP002035,Male,Yes,2,1,No,3717,0.0,120.0,360.0,1,Semiurban,1.0
LP002036,Male,Yes,0,1,No,2058,2134.0,88.0,360.0,0,Urban,1.0
LP002043,Female,No,1,1,No,3541,0.0,112.0,360.0,0,Semiurban,1.0
LP002050,Male,Yes,1,1,Yes,10000,0.0,155.0,360.0,1,Rural,0.0
LP002051,Male,Yes,0,1,No,2400,2167.0,115.0,360.0,1,Semiurban,1.0
LP002053,Male,Yes,3+,1,No,4342,189.0,124.0,360.0,1,Semiurban,1.0
LP002054,Male,Yes,2,0,No,3601,1590.0,0.0,360.0,1,Rural,1.0
LP002055,Female,No,0,1,No,3166,2985.0,132.0,360.0,0,Rural,1.0
LP002065,Male,Yes,3+,1,No,15000,0.0,300.0,360.0,1,Rural,1.0
LP002067,Male,Yes,1,1,Yes,8666,4983.0,376.0,360.0,0,Rural,0.0
LP002068,Male,No,0,1,No,4917,0.0,130.0,360.0,0,Rural,1.0
LP002082,Male,Yes,0,1,Yes,5818,2160.0,184.0,360.0,1,Semiurban,1.0
LP002086,Female,Yes,0,1,No,4333,2451.0,110.0,360.0,1,Urban,0.0
LP002087,Female,No,0,1,No,2500,0.0,67.0,360.0,1,Urban,1.0
LP002097,Male,No,1,1,No,4384,1793.0,117.0,360.0,1,Urban,1.0
LP002098,Male,No,0,1,No,2935,0.0,98.0,360.0,1,Semiurban,1.0
LP002100,Male,No,,1,No,2833,0.0,71.0,360.0,1,Urban,1.0
LP002101,Male,Yes,0,1,,63337,0.0,490.0,180.0,1,Urban,1.0
LP002103,,Yes,1,1,Yes,9833,1833.0,182.0,180.0,1,Urban,1.0
LP002106,Male,Yes,,1,Yes,5503,4490.0,70.0,,1,Semiurban,1.0
LP002110,Male,Yes,1,1,,5250,688.0,160.0,360.0,1,Rural,1.0
LP002112,Male,Yes,2,1,Yes,2500,4600.0,176.0,360.0,1,Rural,1.0
LP002113,Female,No,3+,0,No,1830,0.0,0.0,360.0,0,Urban,0.0
LP002114,Female,No,0,1,No,4160,0.0,71.0,360.0,1,Semiurban,1.0
LP002115,Male,Yes,3+,0,No,2647,1587.0,173.0,360.0,1,Rural,0.0
LP002116,Female,No,0,1,No,2378,0.0,46.0,360.0,1,Rural,0.0
LP002119,Male,Yes,1,0,No,4554,1229.0,158.0,360.0,1,Urban,1.0
LP002126,Male,Yes,3+,0,No,3173,0.0,74.0,360.0,1,Semiurban,1.0
LP002128,Male,Yes,2,1,,2583,2330.0,125.0,360.0,1,Rural,1.0
LP002129,Male,Yes,0,1,No,2499,2458.0,160.0,360.0,1,Semiurban,1.0
LP002130,Male,Yes,,0,No,3523,3230.0,152.0,360.0,0,Rural,0.0
LP002131,Male,Yes,2,0,No,3083,2168.0,126.0,360.0,1,Urban,1.0
LP002137,Male,Yes,0,1,No,6333,4583.0,259.0,360.0,0,Semiurban,1.0
LP002138,Male,Yes,0,1,No,2625,6250.0,187.0,360.0,1,Rural,1.0
LP002139,Male,Yes,0,1,No,9083,0.0,228.0,360.0,1,Semiurban,1.0
LP002140,Male,No,0,1,No,8750,4167.0,308.0,360.0,1,Rural,0.0
LP002141,Male,Yes,3+,1,No,2666,2083.0,95.0,360.0,1,Rural,1.0
LP002142,Female,Yes,0,1,Yes,5500,0.0,105.0,360.0,0,Rural,0.0
LP002143,Female,Yes,0,1,No,2423,505.0,130.0,360.0,1,Semiurban,1.0
LP002144,Female,No,,1,No,3813,0.0,116.0,180.0,1,Urban,1.0
LP002149,Male,Yes,2,1,No,8333,3167.0,165.0,360.0,1,Rural,1.0
LP002151,Male,Yes,1,1,No,3875,0.0,67.0,360.0,1,Urban,0.0
LP002158,Male,Yes,0,0,No,3000,1666.0,100.0,480.0,0,Urban,0.0
LP002160,Male,Yes,3+,1,No,5167,3167.0,200.0,360.0,1,Semiurban,1.0
LP002161,Female,No,1,1,No,4723,0.0,81.0,360.0,1,Semiurban,0.0
LP002170,Male,Yes,2,1,No,5000,3667.0,236.0,360.0,1,Semiurban,1.0
LP002175,Male,Yes,0,1,No,4750,2333.0,130.0,360.0,1,Urban,1.0
LP002178,Male,Yes,0,1,No,3013,3033.0,95.0,300.0,0,Urban,1.0
LP002180,Male,No,0,1,Yes,6822,0.0,141.0,360.0,1,Rural,1.0
LP002181,Male,No,0,0,No,6216,0.0,133.0,360.0,1,Rural,0.0
LP002187,Male,No,0,1,No,2500,0.0,96.0,480.0,1,Semiurban,0.0
LP002188,Male,No,0,1,No,5124,0.0,124.0,,0,Rural,0.0
LP002190,Male,Yes,1,1,No,6325,0.0,175.0,360.0,1,Semiurban,1.0
LP002191,Male,Yes,0,1,No,19730,5266.0,570.0,360.0,1,Rural,0.0
LP002194,Female,No,0,1,Yes,15759,0.0,55.0,360.0,1,Semiurban,1.0
LP002197,Male,Yes,2,1,No,5185,0.0,155.0,360.0,1,Semiurban,1.0
LP002201,Male,Yes,2,1,Yes,9323,7873.0,380.0,300.0,1,Rural,1.0
LP002205,Male,No,1,1,No,3062,1987.0,111.0,180.0,0,Urban,0.0
LP002209,Female,No,0,1,,2764,1459.0,110.0,360.0,1,Urban,1.0
LP002211,Male,Yes,0,1,No,4817,923.0,120.0,180.0,1,Urban,1.0
LP002219,Male,Yes,3+,1,No,8750,4996.0,130.0,360.0,1,Rural,1.0
LP002223,Male,Yes,0,1,No,4310,0.0,130.0,360.0,0,Semiurban,1.0
LP002224,Male,No,0,1,No,3069,0.0,71.0,480.0,1,Urban,0.0
LP002225,Male,Yes,2,1,No,5391,0.0,130.0,360.0,1,Urban,1.0
LP002226,Male,Yes,0,1,,3333,2500.0,128.0,360.0,1,Semiurban,1.0
LP002229,Male,No,0,1,No,5941,4232.0,296.0,360.0,1,Semiurban,1.0
LP002231,Female,No,0,1,No,6000,0.0,156.0,360.0,1,Urban,1.0
LP002234,Male,No,0,1,Yes,7167,0.0,128.0,360.0,1,Urban,1.0
LP002236,Male,Yes,2,1,No,4566,0.0,100.0,360.0,1,Urban,0.0
LP002237,Male,No,1,1,,3667,0.0,113.0,180.0,1,Urban,1.0
LP002239,Male,No,0,0,No,2346,1600.0,132.0,360.0,1,Semiurban,1.0
LP002243,Male,Yes,0,0,No,3010,3136.0,0.0,360.0,0,Urban,0.0
LP002244,Male,Yes,0,1,No,2333,2417.0,136.0,360.0,1,Urban,1.0
LP002250,Male,Yes,0,1,No,5488,0.0,125.0,360.0,1,Rural,1.0
LP002255,Male,No,3+,1,No,9167,0.0,185.0,360.0,1,Rural,1.0
LP002262,Male,Yes,3+,1,No,9504,0.0,275.0,360.0,1,Rural,1.0
LP002263,Male,Yes,0,1,No,2583,2115.0,120.0,360.0,0,Urban,1.0
LP002265,Male,Yes,2,0,No,1993,1625.0,113.0,180.0,1,Semiurban,1.0
LP002266,Male,Yes,2,1,No,3100,1400.0,113.0,360.0,1,Urban,1.0
LP002272,Male,Yes,2,1,No,3276,484.0,135.0,360.0,0,Semiurban,1.0
LP002277,Female,No,0,1,No,3180,0.0,71.0,360.0,0,Urban,0.0
LP002281,Male,Yes,0,1,No,3033,1459.0,95.0,360.0,1,Urban,1.0
LP002284,Male,No,0,0,No,3902,1666.0,109.0,360.0,1,Rural,1.0
LP002287,Female,No,0,1,No,1500,1800.0,103.0,360.0,0,Semiurban,0.0
LP002288,Male,Yes,2,0,No,2889,0.0,45.0,180.0,0,Urban,0.0
LP002296,Male,No,0,0,No,2755,0.0,65.0,300.0,1,Rural,0.0
LP002297,Male,No,0,1,No,2500,20000.0,103.0,360.0,1,Semiurban,1.0
LP002300,Female,No,0,0,No,1963,0.0,53.0,360.0,1,Semiurban,1.0
LP002301,Female,No,0,1,Yes,7441,0.0,194.0,360.0,1,Rural,0.0
LP002305,Female,No,0,1,No,4547,0.0,115.0,360.0,1,Semiurban,1.0
LP002308,Male,Yes,0,0,No,2167,2400.0,115.0,360.0,1,Urban,1.0
LP002314,Female,No,0,0,No,2213,0.0,66.0,360.0,1,Rural,1.0
LP002315,Male,Yes,1,1,No,8300,0.0,152.0,300.0,0,Semiurban,0.0
LP002317,Male,Yes,3+,1,No,81000,0.0,360.0,360.0,0,Rural,0.0
LP002318,Female,No,1,0,Yes,3867,0.0,62.0,360.0,1,Semiurban,0.0
LP002319,Male,Yes,0,1,,6256,0.0,160.0,360.0,0,Urban,1.0
LP002328,Male,Yes,0,0,No,6096,0.0,218.0,360.0,0,Rural,0.0
LP002332,Male,Yes,0,0,No,2253,2033.0,110.0,360.0,1,Rural,1.0
LP002335,Female,Yes,0,0,No,2149,3237.0,178.0,360.0,0,Semiurban,0.0
LP002337,Female,No,0,1,No,2995,0.0,60.0,360.0,1,Urban,1.0
LP002341,Female,No,1,1,No,2600,0.0,160.0,360.0,1,Urban,0.0
LP002342,Male,Yes,2,1,Yes,1600,20000.0,239.0,360.0,1,Urban,0.0
LP002345,Male,Yes,0,1,No,1025,2773.0,112.0,360.0,1,Rural,1.0
LP002347,Male,Yes,0,1,No,3246,1417.0,138.0,360.0,1,Semiurban,1.0
LP002348,Male,Yes,0,1,No,5829,0.0,138.0,360.0,1,Rural,1.0
LP002357,Female,No,0,0,No,2720,0.0,80.0,,0,Urban,0.0
LP002361,Male,Yes,0,1,No,1820,1719.0,100.0,360.0,1,Urban,1.0
LP002362,Male,Yes,1,1,No,7250,1667.0,110.0,,0,Urban,0.0
LP002364,Male,Yes,0,1,No,14880,0.0,96.0,360.0,1,Semiurban,1.0
LP002366,Male,Yes,0,1,No,2666,4300.0,121.0,360.0,1,Rural,1.0
LP002367,Female,No,1,0,No,4606,0.0,81.0,360.0,1,Rural,0.0
LP002368,Male,Yes,2,1,No,5935,0.0,133.0,360.0,1,Semiurban,1.0
LP002369,Male,Yes,0,1,No,2920,16.12000084,87.0,360.0,1,Rural,1.0
LP002370,Male,No,0,0,No,2717,0.0,60.0,180.0,1,Urban,1.0
LP002377,Female,No,1,1,Yes,8624,0.0,150.0,360.0,1,Semiurban,1.0
LP002379,Male,No,0,1,No,6500,0.0,105.0,360.0,0,Rural,0.0
LP002386,Male,No,0,1,,12876,0.0,405.0,360.0,1,Semiurban,1.0
LP002387,Male,Yes,0,1,No,2425,2340.0,143.0,360.0,1,Semiurban,1.0
LP002390,Male,No,0,1,No,3750,0.0,100.0,360.0,1,Urban,1.0
LP002393,Female,,,1,No,10047,0.0,0.0,240.0,1,Semiurban,1.0
LP002398,Male,No,0,1,No,1926,1851.0,50.0,360.0,1,Semiurban,1.0
LP002401,Male,Yes,0,1,No,2213,1125.0,0.0,360.0,1,Urban,1.0
LP002403,Male,No,0,1,Yes,10416,0.0,187.0,360.0,0,Urban,0.0
LP002407,Female,Yes,0,0,Yes,7142,0.0,138.0,360.0,1,Rural,1.0
LP002408,Male,No,0,1,No,3660,5064.0,187.0,360.0,1,Semiurban,1.0
LP002409,Male,Yes,0,1,No,7901,1833.0,180.0,360.0,1,Rural,1.0
LP002418,Male,No,3+,0,No,4707,1993.0,148.0,360.0,1,Semiurban,1.0
LP002422,Male,No,1,1,No,37719,0.0,152.0,360.0,1,Semiurban,1.0
LP002424,Male,Yes,0,1,No,7333,8333.0,175.0,300.0,0,Rural,1.0
LP002429,Male,Yes,1,1,Yes,3466,1210.0,130.0,360.0,1,Rural,1.0
LP002434,Male,Yes,2,0,No,4652,0.0,110.0,360.0,1,Rural,1.0
LP002435,Male,Yes,0,1,,3539,1376.0,55.0,360.0,1,Rural,0.0
LP002443,Male,Yes,2,1,No,3340,1710.0,150.0,360.0,0,Rural,0.0
LP002444,Male,No,1,0,Yes,2769,1542.0,190.0,360.0,0,Semiurban,0.0
LP002446,Male,Yes,2,0,No,2309,1255.0,125.0,360.0,0,Rural,0.0
LP002447,Male,Yes,2,0,No,1958,1456.0,60.0,300.0,0,Urban,1.0
LP002448,Male,Yes,0,1,No,3948,1733.0,149.0,360.0,0,Rural,0.0
LP002449,Male,Yes,0,1,No,2483,2466.0,90.0,180.0,0,Rural,1.0
LP002453,Male,No,0,1,Yes,7085,0.0,84.0,360.0,1,Semiurban,1.0
LP002455,Male,Yes,2,1,No,3859,0.0,96.0,360.0,1,Semiurban,1.0
LP002459,Male,Yes,0,1,No,4301,0.0,118.0,360.0,1,Urban,1.0
LP002467,Male,Yes,0,1,No,3708,2569.0,173.0,360.0,1,Urban,0.0
LP002472,Male,No,2,1,No,4354,0.0,136.0,360.0,1,Rural,1.0
LP002473,Male,Yes,0,1,No,8334,0.0,160.0,360.0,1,Semiurban,0.0
LP002478,,Yes,0,1,Yes,2083,4083.0,160.0,360.0,0,Semiurban,1.0
LP002484,Male,Yes,3+,1,No,7740,0.0,128.0,180.0,1,Urban,1.0
LP002487,Male,Yes,0,1,No,3015,2188.0,153.0,360.0,1,Rural,1.0
LP002489,Female,No,1,0,,5191,0.0,132.0,360.0,1,Semiurban,1.0
LP002493,Male,No,0,1,No,4166,0.0,98.0,360.0,0,Semiurban,0.0
LP002494,Male,No,0,1,No,6000,0.0,140.0,360.0,1,Rural,1.0
LP002500,Male,Yes,3+,0,No,2947,1664.0,70.0,180.0,0,Urban,0.0
LP002501,,Yes,0,1,No,16692,0.0,110.0,360.0,1,Semiurban,1.0
LP002502,Female,Yes,2,0,,210,2917.0,98.0,360.0,1,Semiurban,1.0
LP002505,Male,Yes,0,1,No,4333,2451.0,110.0,360.0,1,Urban,0.0
LP002515,Male,Yes,1,1,Yes,3450,2079.0,162.0,360.0,1,Semiurban,1.0
LP002517,Male,Yes,1,0,No,2653,1500.0,113.0,180.0,0,Rural,0.0
LP002519,Male,Yes,3+,1,No,4691,0.0,100.0,360.0,1,Semiurban,1.0
LP002522,Female,No,0,1,Yes,2500,0.0,93.0,360.0,0,Urban,1.0
LP002524,Male,No,2,1,No,5532,4648.0,162.0,360.0,1,Rural,1.0
LP002527,Male,Yes,2,1,Yes,16525,1014.0,150.0,360.0,1,Rural,1.0
LP002529,Male,Yes,2,1,No,6700,1750.0,230.0,300.0,1,Semiurban,1.0
LP002530,,Yes,2,1,No,2873,1872.0,132.0,360.0,0,Semiurban,0.0
LP002531,Male,Yes,1,1,Yes,16667,2250.0,86.0,360.0,1,Semiurban,1.0
LP002533,Male,Yes,2,1,No,2947,1603.0,0.0,360.0,1,Urban,0.0
LP002534,Female,No,0,0,No,4350,0.0,154.0,360.0,1,Rural,1.0
LP002536,Male,Yes,3+,0,No,3095,0.0,113.0,360.0,1,Rural,1.0
LP002537,Male,Yes,0,1,No,2083,3150.0,128.0,360.0,1,Semiurban,1.0
LP002541,Male,Yes,0,1,No,10833,0.0,234.0,360.0,1,Semiurban,1.0
LP002543,Male,Yes,2,1,No,8333,0.0,246.0,360.0,1,Semiurban,1.0
LP002544,Male,Yes,1,0,No,1958,2436.0,131.0,360.0,1,Rural,1.0
LP002545,Male,No,2,1,No,3547,0.0,80.0,360.0,0,Rural,0.0
LP002547,Male,Yes,1,1,No,18333,0.0,500.0,360.0,1,Urban,0.0
LP002555,Male,Yes,2,1,Yes,4583,2083.0,160.0,360.0,1,Semiurban,1.0
LP002556,Male,No,0,1,No,2435,0.0,75.0,360.0,1,Urban,0.0
LP002560,Male,No,0,0,No,2699,2785.0,96.0,360.0,0,Semiurban,1.0
LP002562,Male,Yes,1,0,No,5333,1131.0,186.0,360.0,0,Urban,1.0
LP002571,Male,No,0,0,No,3691,0.0,110.0,360.0,1,Rural,1.0
LP002582,Female,No,0,0,Yes,17263,0.0,225.0,360.0,1,Semiurban,1.0
LP002585,Male,Yes,0,1,No,3597,2157.0,119.0,360.0,0,Rural,0.0
LP002586,Female,Yes,1,1,No,3326,913.0,105.0,84.0,1,Semiurban,1.0
LP002587,Male,Yes,0,0,No,2600,1700.0,107.0,360.0,1,Rural,1.0
LP002588,Male,Yes,0,1,No,4625,2857.0,111.0,12.0,0,Urban,1.0
LP002600,Male,Yes,1,1,Yes,2895,0.0,95.0,360.0,1,Semiurban,1.0
LP002602,Male,No,0,1,No,6283,4416.0,209.0,360.0,0,Rural,0.0
LP002603,Female,No,0,1,No,645,3683.0,113.0,480.0,1,Rural,1.0
LP002606,Female,No,0,1,No,3159,0.0,100.0,360.0,1,Semiurban,1.0
LP002615,Male,Yes,2,1,No,4865,5624.0,208.0,360.0,1,Semiurban,1.0
LP002618,Male,Yes,1,0,No,4050,5302.0,138.0,360.0,0,Rural,0.0
LP002619,Male,Yes,0,0,No,3814,1483.0,124.0,300.0,1,Semiurban,1.0
LP002622,Male,Yes,2,1,No,3510,4416.0,243.0,360.0,1,Rural,1.0
LP002624,Male,Yes,0,1,No,20833,6667.0,480.0,360.0,0,Urban,1.0
LP002625,,No,0,1,No,3583,0.0,96.0,360.0,1,Urban,0.0
LP002626,Male,Yes,0,1,Yes,2479,3013.0,188.0,360.0,1,Urban,1.0
LP002634,Female,No,1,1,No,13262,0.0,40.0,360.0,1,Urban,1.0
LP002637,Male,No,0,0,No,3598,1287.0,100.0,360.0,1,Rural,0.0
LP002640,Male,Yes,1,1,No,6065,2004.0,250.0,360.0,1,Semiurban,1.0
LP002643,Male,Yes,2,1,No,3283,2035.0,148.0,360.0,1,Urban,1.0
LP002648,Male,Yes,0,1,No,2130,6666.0,70.0,180.0,1,Semiurban,0.0
LP002652,Male,No,0,1,No,5815,3666.0,311.0,360.0,1,Rural,0.0
LP002659,Male,Yes,3+,1,No,3466,3428.0,150.0,360.0,1,Rural,1.0
LP002670,Female,Yes,2,1,No,2031,1632.0,113.0,480.0,1,Semiurban,1.0
LP002682,Male,Yes,,0,No,3074,1800.0,123.0,360.0,0,Semiurban,0.0
LP002683,Male,No,0,1,No,4683,1915.0,185.0,360.0,1,Semiurban,0.0
LP002684,Female,No,0,0,No,3400,0.0,95.0,360.0,1,Rural,0.0
LP002689,Male,Yes,2,0,No,2192,1742.0,45.0,360.0,1,Semiurban,1.0
LP002690,Male,No,0,1,No,2500,0.0,55.0,360.0,1,Semiurban,1.0
LP002692,Male,Yes,3+,1,Yes,5677,1424.0,100.0,360.0,1,Rural,1.0
LP002693,Male,Yes,2,1,Yes,7948,7166.0,480.0,360.0,1,Rural,1.0
LP002697,Male,No,0,1,No,4680,2087.0,0.0,360.0,1,Semiurban,0.0
LP002699,Male,Yes,2,1,Yes,17500,0.0,400.0,360.0,1,Rural,1.0
LP002705,Male,Yes,0,1,No,3775,0.0,110.0,360.0,1,Semiurban,1.0
LP002706,Male,Yes,1,0,No,5285,1430.0,161.0,360.0,0,Semiurban,1.0
LP002714,Male,No,1,0,No,2679,1302.0,94.0,360.0,1,Semiurban,1.0
LP002716,Male,No,0,0,No,6783,0.0,130.0,360.0,1,Semiurban,1.0
LP002717,Male,Yes,0,1,No,1025,5500.0,216.0,360.0,0,Rural,1.0
LP002720,Male,Yes,3+,1,No,4281,0.0,100.0,360.0,1,Urban,1.0
LP002723,Male,No,2,1,No,3588,0.0,110.0,360.0,0,Rural,0.0
LP002729,Male,No,1,1,No,11250,0.0,196.0,360.0,0,Semiurban,0.0
LP002731,Female,No,0,0,Yes,18165,0.0,125.0,360.0,1,Urban,1.0
LP002732,Male,No,0,0,,2550,2042.0,126.0,360.0,1,Rural,1.0
LP002734,Male,Yes,0,1,No,6133,3906.0,324.0,360.0,1,Urban,1.0
LP002738,Male,No,2,1,No,3617,0.0,107.0,360.0,1,Semiurban,1.0
LP002739,Male,Yes,0,0,No,2917,536.0,66.0,360.0,1,Rural,0.0
LP002740,Male,Yes,3+,1,No,6417,0.0,157.0,180.0,1,Rural,1.0
LP002741,Female,Yes,1,1,No,4608,2845.0,140.0,180.0,1,Semiurban,1.0
LP002743,Female,No,0,1,No,2138,0.0,99.0,360.0,0,Semiurban,0.0
LP002753,Female,No,1,1,,3652,0.0,95.0,360.0,1,Semiurban,1.0
LP002755,Male,Yes,1,0,No,2239,2524.0,128.0,360.0,1,Urban,1.0
LP002757,Female,Yes,0,0,No,3017,663.0,102.0,360.0,0,Semiurban,1.0
LP002767,Male,Yes,0,1,No,2768,1950.0,155.0,360.0,1,Rural,1.0
LP002768,Male,No,0,0,No,3358,0.0,80.0,36.0,1,Semiurban,0.0
LP002772,Male,No,0,1,No,2526,1783.0,145.0,360.0,1,Rural,1.0
LP002776,Female,No,0,1,No,5000,0.0,103.0,360.0,0,Semiurban,0.0
LP002777,Male,Yes,0,1,No,2785,2016.0,110.0,360.0,1,Rural,1.0
LP002778,Male,Yes,2,1,Yes,6633,0.0,0.0,360.0,0,Rural,0.0
LP002784,Male,Yes,1,0,No,2492,2375.0,0.0,360.0,1,Rural,1.0
LP002785,Male,Yes,1,1,No,3333,3250.0,158.0,360.0,1,Urban,1.0
LP002788,Male,Yes,0,0,No,2454,2333.0,181.0,360.0,0,Urban,0.0
LP002789,Male,Yes,0,1,No,3593,4266.0,132.0,180.0,0,Rural,0.0
LP002792,Male,Yes,1,1,No,5468,1032.0,26.0,360.0,1,Semiurban,1.0
LP002794,Female,No,0,1,No,2667,1625.0,84.0,360.0,0,Urban,1.0
LP002795,Male,Yes,3+,1,Yes,10139,0.0,260.0,360.0,1,Semiurban,1.0
LP002798,Male,Yes,0,1,No,3887,2669.0,162.0,360.0,1,Semiurban,1.0
LP002804,Female,Yes,0,1,No,4180,2306.0,182.0,360.0,1,Semiurban,1.0
LP002807,Male,Yes,2,0,No,3675,242.0,108.0,360.0,1,Semiurban,1.0
LP002813,Female,Yes,1,1,Yes,19484,0.0,600.0,360.0,1,Semiurban,1.0
LP002820,Male,Yes,0,1,No,5923,2054.0,211.0,360.0,1,Rural,1.0
LP002821,Male,No,0,0,Yes,5800,0.0,132.0,360.0,1,Semiurban,1.0
LP002832,Male,Yes,2,1,No,8799,0.0,258.0,360.0,0,Urban,0.0
LP002833,Male,Yes,0,0,No,4467,0.0,120.0,360.0,0,Rural,1.0
LP002836,Male,No,0,1,No,3333,0.0,70.0,360.0,1,Urban,1.0
LP002837,Male,Yes,3+,1,No,3400,2500.0,123.0,360.0,0,Rural,0.0
LP002840,Female,No,0,1,No,2378,0.0,9.0,360.0,1,Urban,0.0
LP002841,Male,Yes,0,1,No,3166,2064.0,104.0,360.0,0,Urban,0.0
LP002842,Male,Yes,1,1,No,3417,1750.0,186.0,360.0,1,Urban,1.0
LP002847,Male,Yes,,1,No,5116,1451.0,165.0,360.0,0,Urban,0.0
LP002855,Male,Yes,2,1,No,16666,0.0,275.0,360.0,1,Urban,1.0
LP002862,Male,Yes,2,0,No,6125,1625.0,187.0,480.0,1,Semiurban,0.0
LP002863,Male,Yes,3+,1,No,6406,0.0,150.0,360.0,1,Semiurban,0.0
LP002868,Male,Yes,2,1,No,3159,461.0,108.0,84.0,1,Urban,1.0
LP002872,,Yes,0,1,No,3087,2210.0,136.0,360.0,0,Semiurban,0.0
LP002874,Male,No,0,1,No,3229,2739.0,110.0,360.0,1,Urban,1.0
LP002877,Male,Yes,1,1,No,1782,2232.0,107.0,360.0,1,Rural,1.0
LP002888,Male,No,0,1,,3182,2917.0,161.0,360.0,1,Urban,1.0
LP002892,Male,Yes,2,1,No,6540,0.0,205.0,360.0,1,Semiurban,1.0
LP002893,Male,No,0,1,No,1836,33837.0,90.0,360.0,1,Urban,0.0
LP002894,Female,Yes,0,1,No,3166,0.0,36.0,360.0,1,Semiurban,1.0
LP002898,Male,Yes,1,1,No,1880,0.0,61.0,360.0,0,Rural,0.0
LP002911,Male,Yes,1,1,No,2787,1917.0,146.0,360.0,0,Rural,0.0
LP002912,Male,Yes,1,1,No,4283,3000.0,172.0,84.0,1,Rural,0.0
LP002916,Male,Yes,0,1,No,2297,1522.0,104.0,360.0,1,Urban,1.0
LP002917,Female,No,0,0,No,2165,0.0,70.0,360.0,1,Semiurban,1.0
LP002925,,No,0,1,No,4750,0.0,94.0,360.0,1,Semiurban,1.0
LP002926,Male,Yes,2,1,Yes,2726,0.0,106.0,360.0,0,Semiurban,0.0
LP002928,Male,Yes,0,1,No,3000,3416.0,56.0,180.0,1,Semiurban,1.0
LP002931,Male,Yes,2,1,Yes,6000,0.0,205.0,240.0,1,Semiurban,0.0
LP002933,,No,3+,1,Yes,9357,0.0,292.0,360.0,1,Semiurban,1.0
LP002936,Male,Yes,0,1,No,3859,3300.0,142.0,180.0,1,Rural,1.0
LP002938,Male,Yes,0,1,Yes,16120,0.0,260.0,360.0,1,Urban,1.0
LP002940,Male,No,0,0,No,3833,0.0,110.0,360.0,1,Rural,1.0
LP002941,Male,Yes,2,0,Yes,6383,1000.0,187.0,360.0,1,Rural,0.0
LP002943,Male,No,,1,No,2987,0.0,88.0,360.0,0,Semiurban,0.0
LP002945,Male,Yes,0,1,Yes,9963,0.0,180.0,360.0,1,Rural,1.0
LP002948,Male,Yes,2,1,No,5780,0.0,192.0,360.0,1,Urban,1.0
LP002949,Female,No,3+,1,,416,41667.0,350.0,180.0,0,Urban,0.0
LP002950,Male,Yes,0,0,,2894,2792.0,155.0,360.0,1,Rural,1.0
LP002953,Male,Yes,3+,1,No,5703,0.0,128.0,360.0,1,Urban,1.0
LP002958,Male,No,0,1,No,3676,4301.0,172.0,360.0,1,Rural,1.0
LP002959,Female,Yes,1,1,No,12000,0.0,496.0,360.0,1,Semiurban,1.0
LP002960,Male,Yes,0,0,No,2400,3800.0,0.0,180.0,1,Urban,0.0
LP002961,Male,Yes,1,1,No,3400,2500.0,173.0,360.0,1,Semiurban,1.0
LP002964,Male,Yes,2,0,No,3987,1411.0,157.0,360.0,1,Rural,1.0
LP002974,Male,Yes,0,1,No,3232,1950.0,108.0,360.0,1,Rural,1.0
LP002978,Female,No,0,1,No,2900,0.0,71.0,360.0,1,Rural,1.0
LP002979,Male,Yes,3+,1,No,4106,0.0,40.0,180.0,1,Rural,1.0
LP002983,Male,Yes,1,1,No,8072,240.0,253.0,360.0,1,Urban,1.0
LP002984,Male,Yes,2,1,No,7583,0.0,187.0,360.0,1,Urban,1.0
LP002990,Female,No,0,1,Yes,4583,0.0,133.0,360.0,0,Semiurban,0.0
1 Loan_ID Gender Married Dependents Education Self_Employed ApplicantIncome CoapplicantIncome LoanAmount Loan_Amount_Term Credit_History Property_Area Loan_Status
2 LP001002 Male No 0 1 No 5849 0.0 360.0 1.0 0 Y 0.0
3 LP001003 Male Yes 1 1 No 4583 1508.0 128.0 360.0 1 Rural 0.0
4 LP001005 Male Yes 0 1 Yes 3000 0.0 66.0 360.0 1 Urban 1.0
5 LP001006 Male Yes 0 0 No 2583 2358.0 120.0 360.0 1 Urban 1.0
6 LP001008 Male No 0 1 No 6000 0.0 141.0 360.0 1 Urban 1.0
7 LP001011 Male Yes 2 1 Yes 5417 4196.0 267.0 360.0 1 Urban 1.0
8 LP001013 Male Yes 0 0 No 2333 1516.0 95.0 360.0 1 Urban 1.0
9 LP001014 Male Yes 3+ 1 No 3036 2504.0 158.0 360.0 0 Semiurban 0.0
10 LP001018 Male Yes 2 1 No 4006 1526.0 168.0 360.0 1 Urban 1.0
11 LP001020 Male Yes 1 1 No 12841 10968.0 349.0 360.0 1 Semiurban 0.0
12 LP001024 Male Yes 2 1 No 3200 700.0 70.0 360.0 1 Urban 1.0
13 LP001027 Male Yes 2 1 2500 1840.0 109.0 360.0 1 Urban 1.0
14 LP001028 Male Yes 2 1 No 3073 8106.0 200.0 360.0 1 Urban 1.0
15 LP001029 Male No 0 1 No 1853 2840.0 114.0 360.0 1 Rural 0.0
16 LP001030 Male Yes 2 1 No 1299 1086.0 17.0 120.0 1 Urban 1.0
17 LP001032 Male No 0 1 No 4950 0.0 125.0 360.0 1 Urban 1.0
18 LP001034 Male No 1 0 No 3596 0.0 100.0 240.0 0 Urban 1.0
19 LP001036 Female No 0 1 No 3510 0.0 76.0 360.0 0 Urban 0.0
20 LP001038 Male Yes 0 0 No 4887 0.0 133.0 360.0 1 Rural 0.0
21 LP001041 Male Yes 0 1 2600 3500.0 115.0 1 Urban 1.0
22 LP001043 Male Yes 0 0 No 7660 0.0 104.0 360.0 0 Urban 0.0
23 LP001046 Male Yes 1 1 No 5955 5625.0 315.0 360.0 1 Urban 1.0
24 LP001047 Male Yes 0 0 No 2600 1911.0 116.0 360.0 0 Semiurban 0.0
25 LP001050 Yes 2 0 No 3365 1917.0 112.0 360.0 0 Rural 0.0
26 LP001052 Male Yes 1 1 3717 2925.0 151.0 360.0 0 Semiurban 0.0
27 LP001066 Male Yes 0 1 Yes 9560 0.0 191.0 360.0 1 Semiurban 1.0
28 LP001068 Male Yes 0 1 No 2799 2253.0 122.0 360.0 1 Semiurban 1.0
29 LP001073 Male Yes 2 0 No 4226 1040.0 110.0 360.0 1 Urban 1.0
30 LP001086 Male No 0 0 No 1442 0.0 35.0 360.0 1 Urban 0.0
31 LP001087 Female No 2 1 3750 2083.0 120.0 360.0 1 Semiurban 1.0
32 LP001091 Male Yes 1 1 4166 3369.0 201.0 360.0 0 Urban 0.0
33 LP001095 Male No 0 1 No 3167 0.0 74.0 360.0 1 Urban 0.0
34 LP001097 Male No 1 1 Yes 4692 0.0 106.0 360.0 1 Rural 0.0
35 LP001098 Male Yes 0 1 No 3500 1667.0 114.0 360.0 1 Semiurban 1.0
36 LP001100 Male No 3+ 1 No 12500 3000.0 320.0 360.0 1 Rural 0.0
37 LP001106 Male Yes 0 1 No 2275 2067.0 0.0 360.0 1 Urban 1.0
38 LP001109 Male Yes 0 1 No 1828 1330.0 100.0 0 Urban 0.0
39 LP001112 Female Yes 0 1 No 3667 1459.0 144.0 360.0 1 Semiurban 1.0
40 LP001114 Male No 0 1 No 4166 7210.0 184.0 360.0 1 Urban 1.0
41 LP001116 Male No 0 0 No 3748 1668.0 110.0 360.0 1 Semiurban 1.0
42 LP001119 Male No 0 1 No 3600 0.0 80.0 360.0 1 Urban 0.0
43 LP001120 Male No 0 1 No 1800 1213.0 47.0 360.0 1 Urban 1.0
44 LP001123 Male Yes 0 1 No 2400 0.0 75.0 360.0 0 Urban 1.0
45 LP001131 Male Yes 0 1 No 3941 2336.0 134.0 360.0 1 Semiurban 1.0
46 LP001136 Male Yes 0 0 Yes 4695 0.0 96.0 1 Urban 1.0
47 LP001137 Female No 0 1 No 3410 0.0 88.0 1 Urban 1.0
48 LP001138 Male Yes 1 1 No 5649 0.0 44.0 360.0 1 Urban 1.0
49 LP001144 Male Yes 0 1 No 5821 0.0 144.0 360.0 1 Urban 1.0
50 LP001146 Female Yes 0 1 No 2645 3440.0 120.0 360.0 0 Urban 0.0
51 LP001151 Female No 0 1 No 4000 2275.0 144.0 360.0 1 Semiurban 1.0
52 LP001155 Female Yes 0 0 No 1928 1644.0 100.0 360.0 1 Semiurban 1.0
53 LP001157 Female No 0 1 No 3086 0.0 120.0 360.0 1 Semiurban 1.0
54 LP001164 Female No 0 1 No 4230 0.0 112.0 360.0 1 Semiurban 0.0
55 LP001179 Male Yes 2 1 No 4616 0.0 134.0 360.0 1 Urban 0.0
56 LP001186 Female Yes 1 1 Yes 11500 0.0 286.0 360.0 0 Urban 0.0
57 LP001194 Male Yes 2 1 No 2708 1167.0 97.0 360.0 1 Semiurban 1.0
58 LP001195 Male Yes 0 1 No 2132 1591.0 96.0 360.0 1 Semiurban 1.0
59 LP001197 Male Yes 0 1 No 3366 2200.0 135.0 360.0 1 Rural 0.0
60 LP001198 Male Yes 1 1 No 8080 2250.0 180.0 360.0 1 Urban 1.0
61 LP001199 Male Yes 2 0 No 3357 2859.0 144.0 360.0 1 Urban 1.0
62 LP001205 Male Yes 0 1 No 2500 3796.0 120.0 360.0 1 Urban 1.0
63 LP001206 Male Yes 3+ 1 No 3029 0.0 99.0 360.0 1 Urban 1.0
64 LP001207 Male Yes 0 0 Yes 2609 3449.0 165.0 180.0 0 Rural 0.0
65 LP001213 Male Yes 1 1 No 4945 0.0 0.0 360.0 0 Rural 0.0
66 LP001222 Female No 0 1 No 4166 0.0 116.0 360.0 0 Semiurban 0.0
67 LP001225 Male Yes 0 1 No 5726 4595.0 258.0 360.0 1 Semiurban 0.0
68 LP001228 Male No 0 0 No 3200 2254.0 126.0 180.0 0 Urban 0.0
69 LP001233 Male Yes 1 1 No 10750 0.0 312.0 360.0 1 Urban 1.0
70 LP001238 Male Yes 3+ 0 Yes 7100 0.0 125.0 60.0 1 Urban 1.0
71 LP001241 Female No 0 1 No 4300 0.0 136.0 360.0 0 Semiurban 0.0
72 LP001243 Male Yes 0 1 No 3208 3066.0 172.0 360.0 1 Urban 1.0
73 LP001245 Male Yes 2 0 Yes 1875 1875.0 97.0 360.0 1 Semiurban 1.0
74 LP001248 Male No 0 1 No 3500 0.0 81.0 300.0 1 Semiurban 1.0
75 LP001250 Male Yes 3+ 0 No 4755 0.0 95.0 0 Semiurban 0.0
76 LP001253 Male Yes 3+ 1 Yes 5266 1774.0 187.0 360.0 1 Semiurban 1.0
77 LP001255 Male No 0 1 No 3750 0.0 113.0 480.0 1 Urban 0.0
78 LP001256 Male No 0 1 No 3750 4750.0 176.0 360.0 1 Urban 0.0
79 LP001259 Male Yes 1 1 Yes 1000 3022.0 110.0 360.0 1 Urban 0.0
80 LP001263 Male Yes 3+ 1 No 3167 4000.0 180.0 300.0 0 Semiurban 0.0
81 LP001264 Male Yes 3+ 0 Yes 3333 2166.0 130.0 360.0 0 Semiurban 1.0
82 LP001265 Female No 0 1 No 3846 0.0 111.0 360.0 1 Semiurban 1.0
83 LP001266 Male Yes 1 1 Yes 2395 0.0 0.0 360.0 1 Semiurban 1.0
84 LP001267 Female Yes 2 1 No 1378 1881.0 167.0 360.0 1 Urban 0.0
85 LP001273 Male Yes 0 1 No 6000 2250.0 265.0 360.0 0 Semiurban 0.0
86 LP001275 Male Yes 1 1 No 3988 0.0 50.0 240.0 1 Urban 1.0
87 LP001279 Male No 0 1 No 2366 2531.0 136.0 360.0 1 Semiurban 1.0
88 LP001280 Male Yes 2 0 No 3333 2000.0 99.0 360.0 0 Semiurban 1.0
89 LP001282 Male Yes 0 1 No 2500 2118.0 104.0 360.0 1 Semiurban 1.0
90 LP001289 Male No 0 1 No 8566 0.0 210.0 360.0 1 Urban 1.0
91 LP001310 Male Yes 0 1 No 5695 4167.0 175.0 360.0 1 Semiurban 1.0
92 LP001316 Male Yes 0 1 No 2958 2900.0 131.0 360.0 1 Semiurban 1.0
93 LP001318 Male Yes 2 1 No 6250 5654.0 188.0 180.0 1 Semiurban 1.0
94 LP001319 Male Yes 2 0 No 3273 1820.0 81.0 360.0 1 Urban 1.0
95 LP001322 Male No 0 1 No 4133 0.0 122.0 360.0 1 Semiurban 1.0
96 LP001325 Male No 0 0 No 3620 0.0 25.0 120.0 1 Semiurban 1.0
97 LP001326 Male No 0 1 6782 0.0 0.0 360.0 0 Urban 0.0
98 LP001327 Female Yes 0 1 No 2484 2302.0 137.0 360.0 1 Semiurban 1.0
99 LP001333 Male Yes 0 1 No 1977 997.0 50.0 360.0 1 Semiurban 1.0
100 LP001334 Male Yes 0 0 No 4188 0.0 115.0 180.0 1 Semiurban 1.0
101 LP001343 Male Yes 0 1 No 1759 3541.0 131.0 360.0 1 Semiurban 1.0
102 LP001345 Male Yes 2 0 No 4288 3263.0 133.0 180.0 1 Urban 1.0
103 LP001349 Male No 0 1 No 4843 3806.0 151.0 360.0 1 Semiurban 1.0
104 LP001350 Male Yes 1 No 13650 0.0 0.0 360.0 1 Urban 1.0
105 LP001356 Male Yes 0 1 No 4652 3583.0 0.0 360.0 1 Semiurban 1.0
106 LP001357 Male 1 No 3816 754.0 160.0 360.0 1 Urban 1.0
107 LP001367 Male Yes 1 1 No 3052 1030.0 100.0 360.0 1 Urban 1.0
108 LP001369 Male Yes 2 1 No 11417 1126.0 225.0 360.0 1 Urban 1.0
109 LP001370 Male No 0 0 7333 0.0 120.0 360.0 1 Rural 0.0
110 LP001379 Male Yes 2 1 No 3800 3600.0 216.0 360.0 0 Urban 0.0
111 LP001384 Male Yes 3+ 0 No 2071 754.0 94.0 480.0 1 Semiurban 1.0
112 LP001385 Male No 0 1 No 5316 0.0 136.0 360.0 1 Urban 1.0
113 LP001387 Female Yes 0 1 2929 2333.0 139.0 360.0 1 Semiurban 1.0
114 LP001391 Male Yes 0 0 No 3572 4114.0 152.0 0 Rural 0.0
115 LP001392 Female No 1 1 Yes 7451 0.0 0.0 360.0 1 Semiurban 1.0
116 LP001398 Male No 0 1 5050 0.0 118.0 360.0 1 Semiurban 1.0
117 LP001401 Male Yes 1 1 No 14583 0.0 185.0 180.0 1 Rural 1.0
118 LP001404 Female Yes 0 1 No 3167 2283.0 154.0 360.0 1 Semiurban 1.0
119 LP001405 Male Yes 1 1 No 2214 1398.0 85.0 360.0 0 Urban 1.0
120 LP001421 Male Yes 0 1 No 5568 2142.0 175.0 360.0 1 Rural 0.0
121 LP001422 Female No 0 1 No 10408 0.0 259.0 360.0 1 Urban 1.0
122 LP001426 Male Yes 1 No 5667 2667.0 180.0 360.0 1 Rural 1.0
123 LP001430 Female No 0 1 No 4166 0.0 44.0 360.0 1 Semiurban 1.0
124 LP001431 Female No 0 1 No 2137 8980.0 137.0 360.0 0 Semiurban 1.0
125 LP001432 Male Yes 2 1 No 2957 0.0 81.0 360.0 1 Semiurban 1.0
126 LP001439 Male Yes 0 0 No 4300 2014.0 194.0 360.0 1 Rural 1.0
127 LP001443 Female No 0 1 No 3692 0.0 93.0 360.0 0 Rural 1.0
128 LP001448 Yes 3+ 1 No 23803 0.0 370.0 360.0 1 Rural 1.0
129 LP001449 Male No 0 1 No 3865 1640.0 0.0 360.0 1 Rural 1.0
130 LP001451 Male Yes 1 1 Yes 10513 3850.0 160.0 180.0 0 Urban 0.0
131 LP001465 Male Yes 0 1 No 6080 2569.0 182.0 360.0 0 Rural 0.0
132 LP001469 Male No 0 1 Yes 20166 0.0 650.0 480.0 0 Urban 1.0
133 LP001473 Male No 0 1 No 2014 1929.0 74.0 360.0 1 Urban 1.0
134 LP001478 Male No 0 1 No 2718 0.0 70.0 360.0 1 Semiurban 1.0
135 LP001482 Male Yes 0 1 Yes 3459 0.0 25.0 120.0 1 Semiurban 1.0
136 LP001487 Male No 0 1 No 4895 0.0 102.0 360.0 1 Semiurban 1.0
137 LP001488 Male Yes 3+ 1 No 4000 7750.0 290.0 360.0 1 Semiurban 0.0
138 LP001489 Female Yes 0 1 No 4583 0.0 84.0 360.0 1 Rural 0.0
139 LP001491 Male Yes 2 1 Yes 3316 3500.0 88.0 360.0 1 Urban 1.0
140 LP001492 Male No 0 1 No 14999 0.0 242.0 360.0 0 Semiurban 0.0
141 LP001493 Male Yes 2 0 No 4200 1430.0 129.0 360.0 1 Rural 0.0
142 LP001497 Male Yes 2 1 No 5042 2083.0 185.0 360.0 1 Rural 0.0
143 LP001498 Male No 0 1 No 5417 0.0 168.0 360.0 1 Urban 1.0
144 LP001504 Male No 0 1 Yes 6950 0.0 175.0 180.0 1 Semiurban 1.0
145 LP001507 Male Yes 0 1 No 2698 2034.0 122.0 360.0 1 Semiurban 1.0
146 LP001508 Male Yes 2 1 No 11757 0.0 187.0 180.0 1 Urban 1.0
147 LP001514 Female Yes 0 1 No 2330 4486.0 100.0 360.0 1 Semiurban 1.0
148 LP001516 Female Yes 2 1 No 14866 0.0 70.0 360.0 1 Urban 1.0
149 LP001518 Male Yes 1 1 No 1538 1425.0 30.0 360.0 1 Urban 1.0
150 LP001519 Female No 0 1 No 10000 1666.0 225.0 360.0 1 Rural 0.0
151 LP001520 Male Yes 0 1 No 4860 830.0 125.0 360.0 1 Semiurban 1.0
152 LP001528 Male No 0 1 No 6277 0.0 118.0 360.0 0 Rural 0.0
153 LP001529 Male Yes 0 1 Yes 2577 3750.0 152.0 360.0 1 Rural 1.0
154 LP001531 Male No 0 1 No 9166 0.0 244.0 360.0 1 Urban 0.0
155 LP001532 Male Yes 2 0 No 2281 0.0 113.0 360.0 1 Rural 0.0
156 LP001535 Male No 0 1 No 3254 0.0 50.0 360.0 1 Urban 1.0
157 LP001536 Male Yes 3+ 1 No 39999 0.0 600.0 180.0 0 Semiurban 1.0
158 LP001541 Male Yes 1 1 No 6000 0.0 160.0 360.0 0 Rural 1.0
159 LP001543 Male Yes 1 1 No 9538 0.0 187.0 360.0 1 Urban 1.0
160 LP001546 Male No 0 1 2980 2083.0 120.0 360.0 1 Rural 1.0
161 LP001552 Male Yes 0 1 No 4583 5625.0 255.0 360.0 1 Semiurban 1.0
162 LP001560 Male Yes 0 0 No 1863 1041.0 98.0 360.0 1 Semiurban 1.0
163 LP001562 Male Yes 0 1 No 7933 0.0 275.0 360.0 1 Urban 0.0
164 LP001565 Male Yes 1 1 No 3089 1280.0 121.0 360.0 0 Semiurban 0.0
165 LP001570 Male Yes 2 1 No 4167 1447.0 158.0 360.0 1 Rural 1.0
166 LP001572 Male Yes 0 1 No 9323 0.0 75.0 180.0 1 Urban 1.0
167 LP001574 Male Yes 0 1 No 3707 3166.0 182.0 1 Rural 1.0
168 LP001577 Female Yes 0 1 No 4583 0.0 112.0 360.0 1 Rural 0.0
169 LP001578 Male Yes 0 1 No 2439 3333.0 129.0 360.0 1 Rural 1.0
170 LP001579 Male No 0 1 No 2237 0.0 63.0 480.0 0 Semiurban 0.0
171 LP001580 Male Yes 2 1 No 8000 0.0 200.0 360.0 1 Semiurban 1.0
172 LP001581 Male Yes 0 0 1820 1769.0 95.0 360.0 1 Rural 1.0
173 LP001585 Yes 3+ 1 No 51763 0.0 700.0 300.0 1 Urban 1.0
174 LP001586 Male Yes 3+ 0 No 3522 0.0 81.0 180.0 1 Rural 0.0
175 LP001594 Male Yes 0 1 No 5708 5625.0 187.0 360.0 1 Semiurban 1.0
176 LP001603 Male Yes 0 0 Yes 4344 736.0 87.0 360.0 1 Semiurban 0.0
177 LP001606 Male Yes 0 1 No 3497 1964.0 116.0 360.0 1 Rural 1.0
178 LP001608 Male Yes 2 1 No 2045 1619.0 101.0 360.0 1 Rural 1.0
179 LP001610 Male Yes 3+ 1 No 5516 11300.0 495.0 360.0 0 Semiurban 0.0
180 LP001616 Male Yes 1 1 No 3750 0.0 116.0 360.0 1 Semiurban 1.0
181 LP001630 Male No 0 0 No 2333 1451.0 102.0 480.0 0 Urban 0.0
182 LP001633 Male Yes 1 1 No 6400 7250.0 180.0 360.0 0 Urban 0.0
183 LP001634 Male No 0 1 No 1916 5063.0 67.0 360.0 0 Rural 0.0
184 LP001636 Male Yes 0 1 No 4600 0.0 73.0 180.0 1 Semiurban 1.0
185 LP001637 Male Yes 1 1 No 33846 0.0 260.0 360.0 1 Semiurban 0.0
186 LP001639 Female Yes 0 1 No 3625 0.0 108.0 360.0 1 Semiurban 1.0
187 LP001640 Male Yes 0 1 Yes 39147 4750.0 120.0 360.0 1 Semiurban 1.0
188 LP001641 Male Yes 1 1 Yes 2178 0.0 66.0 300.0 0 Rural 0.0
189 LP001643 Male Yes 0 1 No 2383 2138.0 58.0 360.0 0 Rural 1.0
190 LP001644 Yes 0 1 Yes 674 5296.0 168.0 360.0 1 Rural 1.0
191 LP001647 Male Yes 0 1 No 9328 0.0 188.0 180.0 1 Rural 1.0
192 LP001653 Male No 0 0 No 4885 0.0 48.0 360.0 1 Rural 1.0
193 LP001656 Male No 0 1 No 12000 0.0 164.0 360.0 1 Semiurban 0.0
194 LP001657 Male Yes 0 0 No 6033 0.0 160.0 360.0 1 Urban 0.0
195 LP001658 Male No 0 1 No 3858 0.0 76.0 360.0 1 Semiurban 1.0
196 LP001664 Male No 0 1 No 4191 0.0 120.0 360.0 1 Rural 1.0
197 LP001665 Male Yes 1 1 No 3125 2583.0 170.0 360.0 1 Semiurban 0.0
198 LP001666 Male No 0 1 No 8333 3750.0 187.0 360.0 1 Rural 1.0
199 LP001669 Female No 0 0 No 1907 2365.0 120.0 1 Urban 1.0
200 LP001671 Female Yes 0 1 No 3416 2816.0 113.0 360.0 0 Semiurban 1.0
201 LP001673 Male No 0 1 Yes 11000 0.0 83.0 360.0 1 Urban 0.0
202 LP001674 Male Yes 1 0 No 2600 2500.0 90.0 360.0 1 Semiurban 1.0
203 LP001677 Male No 2 1 No 4923 0.0 166.0 360.0 0 Semiurban 1.0
204 LP001682 Male Yes 3+ 0 No 3992 0.0 0.0 180.0 1 Urban 0.0
205 LP001688 Male Yes 1 0 No 3500 1083.0 135.0 360.0 1 Urban 1.0
206 LP001691 Male Yes 2 0 No 3917 0.0 124.0 360.0 1 Semiurban 1.0
207 LP001692 Female No 0 0 No 4408 0.0 120.0 360.0 1 Semiurban 1.0
208 LP001693 Female No 0 1 No 3244 0.0 80.0 360.0 1 Urban 1.0
209 LP001698 Male No 0 0 No 3975 2531.0 55.0 360.0 1 Rural 1.0
210 LP001699 Male No 0 1 No 2479 0.0 59.0 360.0 1 Urban 1.0
211 LP001702 Male No 0 1 No 3418 0.0 127.0 360.0 1 Semiurban 0.0
212 LP001708 Female No 0 1 No 10000 0.0 214.0 360.0 1 Semiurban 0.0
213 LP001711 Male Yes 3+ 1 No 3430 1250.0 128.0 360.0 0 Semiurban 0.0
214 LP001713 Male Yes 1 1 Yes 7787 0.0 240.0 360.0 1 Urban 1.0
215 LP001715 Male Yes 3+ 0 Yes 5703 0.0 130.0 360.0 1 Rural 1.0
216 LP001716 Male Yes 0 1 No 3173 3021.0 137.0 360.0 1 Urban 1.0
217 LP001720 Male Yes 3+ 0 No 3850 983.0 100.0 360.0 1 Semiurban 1.0
218 LP001722 Male Yes 0 1 No 150 1800.0 135.0 360.0 1 Rural 0.0
219 LP001726 Male Yes 0 1 No 3727 1775.0 131.0 360.0 1 Semiurban 1.0
220 LP001732 Male Yes 2 1 5000 0.0 72.0 360.0 0 Semiurban 0.0
221 LP001734 Female Yes 2 1 No 4283 2383.0 127.0 360.0 0 Semiurban 1.0
222 LP001736 Male Yes 0 1 No 2221 0.0 60.0 360.0 0 Urban 0.0
223 LP001743 Male Yes 2 1 No 4009 1717.0 116.0 360.0 1 Semiurban 1.0
224 LP001744 Male No 0 1 No 2971 2791.0 144.0 360.0 1 Semiurban 1.0
225 LP001749 Male Yes 0 1 No 7578 1010.0 175.0 1 Semiurban 1.0
226 LP001750 Male Yes 0 1 No 6250 0.0 128.0 360.0 1 Semiurban 1.0
227 LP001751 Male Yes 0 1 No 3250 0.0 170.0 360.0 1 Rural 0.0
228 LP001754 Male Yes 0 Yes 4735 0.0 138.0 360.0 1 Urban 0.0
229 LP001758 Male Yes 2 1 No 6250 1695.0 210.0 360.0 1 Semiurban 1.0
230 LP001760 Male 1 No 4758 0.0 158.0 480.0 1 Semiurban 1.0
231 LP001761 Male No 0 1 Yes 6400 0.0 200.0 360.0 1 Rural 1.0
232 LP001765 Male Yes 1 1 No 2491 2054.0 104.0 360.0 1 Semiurban 1.0
233 LP001768 Male Yes 0 1 3716 0.0 42.0 180.0 1 Rural 1.0
234 LP001770 Male No 0 0 No 3189 2598.0 120.0 1 Rural 1.0
235 LP001776 Female No 0 1 No 8333 0.0 280.0 360.0 1 Semiurban 1.0
236 LP001778 Male Yes 1 1 No 3155 1779.0 140.0 360.0 1 Semiurban 1.0
237 LP001784 Male Yes 1 1 No 5500 1260.0 170.0 360.0 1 Rural 1.0
238 LP001786 Male Yes 0 1 5746 0.0 255.0 360.0 0 Urban 0.0
239 LP001788 Female No 0 1 Yes 3463 0.0 122.0 360.0 0 Urban 1.0
240 LP001790 Female No 1 1 No 3812 0.0 112.0 360.0 1 Rural 1.0
241 LP001792 Male Yes 1 1 No 3315 0.0 96.0 360.0 1 Semiurban 1.0
242 LP001798 Male Yes 2 1 No 5819 5000.0 120.0 360.0 1 Rural 1.0
243 LP001800 Male Yes 1 0 No 2510 1983.0 140.0 180.0 1 Urban 0.0
244 LP001806 Male No 0 1 No 2965 5701.0 155.0 60.0 1 Urban 1.0
245 LP001807 Male Yes 2 1 Yes 6250 1300.0 108.0 360.0 1 Rural 1.0
246 LP001811 Male Yes 0 0 No 3406 4417.0 123.0 360.0 1 Semiurban 1.0
247 LP001813 Male No 0 1 Yes 6050 4333.0 120.0 180.0 1 Urban 0.0
248 LP001814 Male Yes 2 1 No 9703 0.0 112.0 360.0 1 Urban 1.0
249 LP001819 Male Yes 1 0 No 6608 0.0 137.0 180.0 1 Urban 1.0
250 LP001824 Male Yes 1 1 No 2882 1843.0 123.0 480.0 1 Semiurban 1.0
251 LP001825 Male Yes 0 1 No 1809 1868.0 90.0 360.0 1 Urban 1.0
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522 LP002689 Male Yes 2 0 No 2192 1742.0 45.0 360.0 1 Semiurban 1.0
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528 LP002705 Male Yes 0 1 No 3775 0.0 110.0 360.0 1 Semiurban 1.0
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535 LP002729 Male No 1 1 No 11250 0.0 196.0 360.0 0 Semiurban 0.0
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539 LP002738 Male No 2 1 No 3617 0.0 107.0 360.0 1 Semiurban 1.0
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541 LP002740 Male Yes 3+ 1 No 6417 0.0 157.0 180.0 1 Rural 1.0
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545 LP002755 Male Yes 1 0 No 2239 2524.0 128.0 360.0 1 Urban 1.0
546 LP002757 Female Yes 0 0 No 3017 663.0 102.0 360.0 0 Semiurban 1.0
547 LP002767 Male Yes 0 1 No 2768 1950.0 155.0 360.0 1 Rural 1.0
548 LP002768 Male No 0 0 No 3358 0.0 80.0 36.0 1 Semiurban 0.0
549 LP002772 Male No 0 1 No 2526 1783.0 145.0 360.0 1 Rural 1.0
550 LP002776 Female No 0 1 No 5000 0.0 103.0 360.0 0 Semiurban 0.0
551 LP002777 Male Yes 0 1 No 2785 2016.0 110.0 360.0 1 Rural 1.0
552 LP002778 Male Yes 2 1 Yes 6633 0.0 0.0 360.0 0 Rural 0.0
553 LP002784 Male Yes 1 0 No 2492 2375.0 0.0 360.0 1 Rural 1.0
554 LP002785 Male Yes 1 1 No 3333 3250.0 158.0 360.0 1 Urban 1.0
555 LP002788 Male Yes 0 0 No 2454 2333.0 181.0 360.0 0 Urban 0.0
556 LP002789 Male Yes 0 1 No 3593 4266.0 132.0 180.0 0 Rural 0.0
557 LP002792 Male Yes 1 1 No 5468 1032.0 26.0 360.0 1 Semiurban 1.0
558 LP002794 Female No 0 1 No 2667 1625.0 84.0 360.0 0 Urban 1.0
559 LP002795 Male Yes 3+ 1 Yes 10139 0.0 260.0 360.0 1 Semiurban 1.0
560 LP002798 Male Yes 0 1 No 3887 2669.0 162.0 360.0 1 Semiurban 1.0
561 LP002804 Female Yes 0 1 No 4180 2306.0 182.0 360.0 1 Semiurban 1.0
562 LP002807 Male Yes 2 0 No 3675 242.0 108.0 360.0 1 Semiurban 1.0
563 LP002813 Female Yes 1 1 Yes 19484 0.0 600.0 360.0 1 Semiurban 1.0
564 LP002820 Male Yes 0 1 No 5923 2054.0 211.0 360.0 1 Rural 1.0
565 LP002821 Male No 0 0 Yes 5800 0.0 132.0 360.0 1 Semiurban 1.0
566 LP002832 Male Yes 2 1 No 8799 0.0 258.0 360.0 0 Urban 0.0
567 LP002833 Male Yes 0 0 No 4467 0.0 120.0 360.0 0 Rural 1.0
568 LP002836 Male No 0 1 No 3333 0.0 70.0 360.0 1 Urban 1.0
569 LP002837 Male Yes 3+ 1 No 3400 2500.0 123.0 360.0 0 Rural 0.0
570 LP002840 Female No 0 1 No 2378 0.0 9.0 360.0 1 Urban 0.0
571 LP002841 Male Yes 0 1 No 3166 2064.0 104.0 360.0 0 Urban 0.0
572 LP002842 Male Yes 1 1 No 3417 1750.0 186.0 360.0 1 Urban 1.0
573 LP002847 Male Yes 1 No 5116 1451.0 165.0 360.0 0 Urban 0.0
574 LP002855 Male Yes 2 1 No 16666 0.0 275.0 360.0 1 Urban 1.0
575 LP002862 Male Yes 2 0 No 6125 1625.0 187.0 480.0 1 Semiurban 0.0
576 LP002863 Male Yes 3+ 1 No 6406 0.0 150.0 360.0 1 Semiurban 0.0
577 LP002868 Male Yes 2 1 No 3159 461.0 108.0 84.0 1 Urban 1.0
578 LP002872 Yes 0 1 No 3087 2210.0 136.0 360.0 0 Semiurban 0.0
579 LP002874 Male No 0 1 No 3229 2739.0 110.0 360.0 1 Urban 1.0
580 LP002877 Male Yes 1 1 No 1782 2232.0 107.0 360.0 1 Rural 1.0
581 LP002888 Male No 0 1 3182 2917.0 161.0 360.0 1 Urban 1.0
582 LP002892 Male Yes 2 1 No 6540 0.0 205.0 360.0 1 Semiurban 1.0
583 LP002893 Male No 0 1 No 1836 33837.0 90.0 360.0 1 Urban 0.0
584 LP002894 Female Yes 0 1 No 3166 0.0 36.0 360.0 1 Semiurban 1.0
585 LP002898 Male Yes 1 1 No 1880 0.0 61.0 360.0 0 Rural 0.0
586 LP002911 Male Yes 1 1 No 2787 1917.0 146.0 360.0 0 Rural 0.0
587 LP002912 Male Yes 1 1 No 4283 3000.0 172.0 84.0 1 Rural 0.0
588 LP002916 Male Yes 0 1 No 2297 1522.0 104.0 360.0 1 Urban 1.0
589 LP002917 Female No 0 0 No 2165 0.0 70.0 360.0 1 Semiurban 1.0
590 LP002925 No 0 1 No 4750 0.0 94.0 360.0 1 Semiurban 1.0
591 LP002926 Male Yes 2 1 Yes 2726 0.0 106.0 360.0 0 Semiurban 0.0
592 LP002928 Male Yes 0 1 No 3000 3416.0 56.0 180.0 1 Semiurban 1.0
593 LP002931 Male Yes 2 1 Yes 6000 0.0 205.0 240.0 1 Semiurban 0.0
594 LP002933 No 3+ 1 Yes 9357 0.0 292.0 360.0 1 Semiurban 1.0
595 LP002936 Male Yes 0 1 No 3859 3300.0 142.0 180.0 1 Rural 1.0
596 LP002938 Male Yes 0 1 Yes 16120 0.0 260.0 360.0 1 Urban 1.0
597 LP002940 Male No 0 0 No 3833 0.0 110.0 360.0 1 Rural 1.0
598 LP002941 Male Yes 2 0 Yes 6383 1000.0 187.0 360.0 1 Rural 0.0
599 LP002943 Male No 1 No 2987 0.0 88.0 360.0 0 Semiurban 0.0
600 LP002945 Male Yes 0 1 Yes 9963 0.0 180.0 360.0 1 Rural 1.0
601 LP002948 Male Yes 2 1 No 5780 0.0 192.0 360.0 1 Urban 1.0
602 LP002949 Female No 3+ 1 416 41667.0 350.0 180.0 0 Urban 0.0
603 LP002950 Male Yes 0 0 2894 2792.0 155.0 360.0 1 Rural 1.0
604 LP002953 Male Yes 3+ 1 No 5703 0.0 128.0 360.0 1 Urban 1.0
605 LP002958 Male No 0 1 No 3676 4301.0 172.0 360.0 1 Rural 1.0
606 LP002959 Female Yes 1 1 No 12000 0.0 496.0 360.0 1 Semiurban 1.0
607 LP002960 Male Yes 0 0 No 2400 3800.0 0.0 180.0 1 Urban 0.0
608 LP002961 Male Yes 1 1 No 3400 2500.0 173.0 360.0 1 Semiurban 1.0
609 LP002964 Male Yes 2 0 No 3987 1411.0 157.0 360.0 1 Rural 1.0
610 LP002974 Male Yes 0 1 No 3232 1950.0 108.0 360.0 1 Rural 1.0
611 LP002978 Female No 0 1 No 2900 0.0 71.0 360.0 1 Rural 1.0
612 LP002979 Male Yes 3+ 1 No 4106 0.0 40.0 180.0 1 Rural 1.0
613 LP002983 Male Yes 1 1 No 8072 240.0 253.0 360.0 1 Urban 1.0
614 LP002984 Male Yes 2 1 No 7583 0.0 187.0 360.0 1 Urban 1.0
615 LP002990 Female No 0 1 Yes 4583 0.0 133.0 360.0 0 Semiurban 0.0

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