🗺️ GIS & RS/💽 공간 데이터 저장소

[공간자료] 서울빅데이터 캠퍼스 :: 그랜데이터 - 서울시민 라이프스타일 재현 - 서울 시민의 소비 및 이동 패턴 재현 데이터

김 홍시 2024. 10. 31. 16:58
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본 샘플데이터에는 총 1000행의 데이터가 포함되어 있다. 

본 포스팅에서는 본 샘플 데이터의 일부만 발췌하였다. 

 

서울시와 민간 3사(통신사, 카드사, 신용평가사) 간 가명정보 결합을 통해 확보한 가명정보 결합 데이터를 원본 데이터로 하여, 통계적 특성이 유사하고 실제 원본 데이터 분석 결과와 유사한 결과를 얻을 수 있도록 가상으로 재현한 데이터를 생성하였습니다.

서울시민 라이프스타일 재현데이터는 두 가지 주제로 테이블을 구성하고 데이터를 재현하였습니다. 

첫 번째 데이터셋은 서울 시민의 금융 생활 분석을 위한 재현데이터로, 전체 가명정보 결합데이터에서 서울 시민의 자산, 대출, 카드 사용이력, 사업자 정보 컬럼들로 원본 테이블을 구성하고, 원본 데이터 분포를 고려하여 데이터를 재현하였습니다.
두 번째 데이터셋은 서울 시민의 소비 패턴 및 이동 이력 분석을 위한 재현 데이터로, 전체 가명정보 결합데이터에서 통신사, 카드사 정보 컬럼을 활용하여 서울 시민의 소비 정보, 이동 정보 분석이 가능한 원본 테이블을 구성하였고, 이를 기반으로 데이터를 재현하였습니다.

※ 기존 가명정보 결합 데이터 정보 
- 재현 대상 데이터 수집 시점 : 2022년 3분기
- 컬럼별 가명 처리 : 일부 컬럼은 특이값 노출 위험 제거를 위해 상단 0.1% 또는 상단 0.01% 기준으로 상한값 일괄 처리하였습니다.
※ 재현 데이터 생성 과정
- 재현 대상 원본 데이터는 전체 서울시민 데이터가 아닌 약 10% 규모로 추출한 일부 샘플만으로 축소하였고, 이를 재현 알고리즘을 통해 최종 재현 데이터셋을 생성하였습니다.
- 재현 데이터는 R의 Synthpop 라이브러리를 활용하여 '순차적 재현' 방식으로 재현하였습니다.
※ 최종 재현 데이터
- 최종 생성된 재현데이터에서 실제 원본 데이터와 일치하는 데이터를 전부 삭제 처리하였습니다.
- k-익명성 적용을 통해 k=5 기준으로 데이터를 일부 삭제 처리하였습니다. (기준 준식별자 : 자치구명+생년월일+성별+직업군 컬럼 활용) 
- 최종 재현 데이터셋과 원본 실제 데이터셋의 분포 비교 결과, 컬럼별 평균값 간 오차는 평균 약 4% 수준으로 발생하였습니다.

서울 시민의 금융 생활 재현 데이터.csv
0.21MB

https://bigdata.seoul.go.kr/data/selectSampleData.do?r_id=P213&sample_data_seq=331&tab_type=&file_id=&sch_text=%EC%B9%B4%EB%93%9C&sch_order=U&currentPage=1

 

서울특별시 빅데이터 캠퍼스

 

bigdata.seoul.go.kr

 

자치구명 생년월일 성별 동일세대_학령기인구수 동일세대_미취학아동수 직업군 평균_문자대상자수 평균_통화대상자수 평균_통화량 세대주여부 1인가구여부 주택보유여부 대출여부 연체여부 사업자여부 동일세대_세대원_수 추정연소득 추정연소득_백분위 총자산평가금액 순자산평가금액 차량보유 총대출약정금액 주택담보대출약정금액 신용대출약정금액 자동차대출약정금액 카드소비금액 신용카드소비금액 체크카드소비금액 일시불이용금액 할부이용금액 현금서비스이용금액 해외카드이용금액 신용카드기관수 체크카드기관수 카드사_최근1년_월평균_이용금액 가맹점합산이용금액 가맹점분류_이용비중1 가맹점분류_이용비중2 가맹점분류_이용비중3 가맹점분류_이용비중4 가맹점분류_이용비중5 가맹점분류_이용비중6 가맹점분류_이용비중7 가맹점분류_이용비중8 가맹점분류_이용비중9 가맹점분류_이용비중10 가맹점분류_이용비중11 가맹점분류_이용비중12 가맹점분류_이용비중13 가맹점분류_이용비중14 가맹점분류_이용비중15 가맹점분류_이용비중16 가맹점분류_이용비중17 가맹점분류_이용비중18 가맹점분류_이용비중19 배달앱_이용금액 제주도지역_이용금액 해외여행_이용금액 마케팅_슈퍼마켓_이용금액 마케팅_편의점_이용금액 마케팅_온라인쇼핑_이용금액 마케팅_소셜커머스_이용금액 온라인_카드사용_금액 온라인_카드사용_건수 오프라인_카드사용_금액 오프라인_카드사용_건수 주중_소비비중 3개월내_승인건수비중1 3개월내_승인건수비중2 3개월내_승인건수비중3 3개월내_승인건수비중4 3개월내_승인건수비중5 12개월내_월별_이용금액_평균 12개월내_월별_이용금액_표준편차 12개월내_월별_이용금액_최대값 12개월내_월별_이용금액_최소값 12개월내_이용금액_비중1 12개월내_이용금액_비중2 12개월내_이용금액_비중3 12개월내_이용금액_비중4 12개월내_이용금액_비중5 12개월내_이용금액_비중6 12개월내_이용금액_비중7 12개월내_이용금액_비중8 12개월내_이용금액_비중9 12개월내_이용금액_비중10 12개월내_이용금액_비중11 12개월내_이용금액_비중12 3개월내_택시_이용건수 3개월내_대중교통_총이용건수 3개월내_대중교통_이용건수1 3개월내_대중교통_이용건수2 3개월내_탑승정류장수 평일_이동_총횟수 휴일_이동_총횟수 평일_총이동거리 평일_이동속도_평균 휴일_총이동거리 휴일_이동속도_평균 택시이용_이동횟수 네비게이션이용_이동횟수 지하철_이동일수
강동구 1978 남 3 0 420 NA NA NA 세대주 0 1 0 0 0 6 59000 10 668310 666380 0 0 0 0 0 7996 7834 162 6296 595 0 87 3 2 1 2834000 0.158095069 0 0 0 0.113481455 0 0.003098168 0 0 0 0.013720457 0 0 0.006461893 0 0 0.032663539 0.140745331 0.531734089 130000 0 0 202000 19000 301000 0 1189000 17 2509000 178 0.62 0 0.24 0.02 0.21 0.04 2933000 4450832.85 17593000 80000 0.02 0.01 0.08 0 0 0.03 0 0 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
도봉구 1943 남 2 0 420 NA NA NA 세대주 0 0 0 0 0 6 26000 64 516280 520590 0 0 0 0 0 1625 130 1495 1278 0 0 0 1 3 1 1726000 0.532911392 0 0 0 0.068670886 0.196518987 0 0 0 0 0 0 0 0.201898734 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1648000 53 0.84 0.09 0.23 0.18 0.18 0 938000 1017021.09 3789000 168000 0 0 0 0 0 0.11 0 0.04 0 0 0 0.01 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
동작구 1956 남 2 0 420 NA NA NA 세대주 0 0 1 0 0 6 24000 71 831760 762500 0 27600 0 30000 0 249 131 118 145 0 0 0 2 2 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 343000 190645.85 574000 10000 0.04 0 0.01 0 0 0.28 0 0 0 0 0 0 0 41 1 0 4 NA NA NA NA NA NA NA NA NA
동대문구 1979 여 2 0 420 NA NA NA 세대주 0 1 1 0 0 6 46000 18 487500 491610 0 12990 0 5000 0 9078 9078 0 8786 1628 0 273 1 1 4 11210000 0.458368076 0 0 0.03061346 0.00405003 0.086837403 0.002144133 0.062775462 0 0.00238237 0.013341275 0.053722454 0.004526504 0.085765337 0 0 0 0 0.195473496 169000 0 0 0 0 0 0 3840000 116 10300000 315 0.52 0.26 0.1 0.21 0.15 0.01 3714000 1358077.36 5999000 852000 0.01 0 0.24 0 0 0.26 0 0 0.02 0 0.04 0.01 18 0 0 0 0 NA NA NA NA NA NA NA NA NA
서초구 1941 여 0 0 420 28 6 91 세대주 0 1 0 0 0 6 30000 51 2956000 2956170 0 0 0 0 0 1347 0 1347 1378 0 0 67 1 1 1 1132000 0.426296171 0 0 0 0.182480515 0 0 0 0 0 0 0.032531345 0 0.358691969 0 0 0 0 0 0 0 0 0 0 0 0 99000 1 1018000 32 0.72 0.41 0.52 0 0.11 0 614000 196372.66 683000 156000 0.05 0 0.23 0 0 0.16 0 0.09 0 0 0 0.03 0 0 0 0 0 20 7 310 31 470 39 0 0 9
송파구 1997 남 0 1 420 84 25 320 세대주 0 0 1 0 0 6 113000 2 1250000 1083430 0 630000 583000 0 0 6514 5796 718 3958 1513 0 93 4 2 5 3704000 0.384929271 0.013601741 0 0.036860718 0.08297062 0 0.011833515 0 0 0.049102285 0 0 0.001224157 0.070184984 0 0 0.005032644 0 0.344260065 0 0 0 0 50000 30000 0 953000 18 2854000 106 0.5 0.07 0.2 0.28 0.25 0.04 4371000 10894564.23 43369000 332000 0 0 0.2 0 0 0.13 0 0 0 0 0.03 0 0 0 0 0 0 110 42 3900 50 1000 50 150 11 120
서대문구 1945 여 0 0 910 NA NA NA 세대주 0 1 0 0 0 6 21000 82 1560580 1265160 0 0 0 0 0 0 0 0 0 0 0 0 1 2 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 23000 3 0 0 1 1 0 0 0 0 28000 81368.37 242000 22000 0.04 0 0.31 0 0 0.43 0 0 0 0 0 0 0 28 1 2 11 NA NA NA NA NA NA NA NA NA
양천구 1975 남 1 0 420 NA NA NA 세대주 0 1 0 0 0 6 48000 16 958250 973540 0 0 0 0 0 703 703 0 457 0 0 0 4 2 1 274000 0 0 0 0 0.080726057 0 0 0 0 0 0 0.796114959 0 0.107395908 0.015763076 0 0 0 0 0 0 0 0 0 0 0 198000 7 282000 6 1 0 0 0.64 0.12 0 275000 150517.28 544000 0 0.08 0 0.01 0 0 0 0 0 0 0 0 0.05 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
도봉구 1976 남 2 0 440 NA NA NA 세대주 0 1 0 0 0 6 141000 1 325000 311770 0 0 0 0 0 15544 15233 311 14343 0 0 0 2 3 5 1861000 0.161905905 0 0 0 0.074291887 0 0.020043207 0 0 0 0 0.316970715 0 0 0 0 0 0.050768123 0.376020163 0 0 0 11000 2000 0 0 426000 11 102000 4 0.77 0.08 0.15 0.15 0.25 0.2 11595000 14685711.46 52208000 1346000 0 0 0.13 0 0 0.02 0 0 0 0 0 0 0 7 0 0 6 NA NA NA NA NA NA NA NA NA
강남구 1976 남 0 0 420 NA NA NA 세대주 0 1 0 0 0 6 74000 5 2100000 1986240 0 0 0 0 0 858 0 858 803 0 0 0 1 3 1 659000 0.364933212 0 0 0.031772792 0.560627675 0 0 0 0 0 0 0 0 0.042666321 0 0 0 0 0 0 0 0 293000 139000 0 0 960000 20 143000 13 0.57 0.01 0.33 0.28 0.26 0.06 260000 186003.42 597000 94000 0.35 0.08 0.03 0 0 0.03 0 0 0 0 0.51 0 0 248 70 47 46 NA NA NA NA NA NA NA NA NA
중랑구 1966 남 1 0 420 18 9 140 세대주 0 0 1 0 0 6 55000 11 334640 203680 2 270000 200000 208100 18400 3641 3641 0 3617 2528 0 0 1 5 2 1694000 0.1850338 0 0 0 0.076245873 0 0.029397893 0 0 0 0.016349631 0.285332495 0 0.028611853 0 0 0 0 0.379028455 117000 0 0 0 5000 0 0 784000 9 1705000 120 0.77 0.12 0.15 0.19 0.19 0.06 1362000 919254.15 3916000 0 0.01 0 0.02 0 0 0.1 0 0 0 0 0.02 0 0 0 0 0 0 67 36 1000 31 2000 36 1 2 57
강서구 1971 남 2 0 420 NA NA NA 세대주 0 0 0 0 0 6 48000 16 792580 670350 1 0 0 0 0 12155 11777 378 11959 5784 0 0 4 2 7 12084000 0 0 0.030635888 0.00909637 0.055865442 0 0 0 0 0 0 0.309104952 0.17978203 0 0.035055351 0 0.006521926 0.320647044 0.053290998 0 0 0 45000 90000 33000 134000 4431000 77 12891000 264 0.94 0.13 0.18 0.29 0.19 0.23 5254000 3758702.79 9595000 870000 0.01 0.01 0.03 0 0 0.09 0 0.07 0 0 0.13 0 3 0 0 0 0 NA NA NA NA NA NA NA NA NA
동대문구 1958 남 0 0 420 NA NA NA 세대주 0 1 0 0 0 6 26000 64 616410 639720 0 0 0 0 0 1346 1346 0 696 473 0 0 3 2 1 418000 0 0 0 0 0 0 0.060948226 0 0 0 0 0.377879002 0 0.561172772 0 0 0 0 0 0 0 0 0 0 0 0 362000 8 0 0 1 0.14 0.66 1 0 0.05 1012000 604810.44 2189000 69000 0.02 0 0.03 0 0 0.01 0 0 0 0 0 0.01 0 2 0 1 2 NA NA NA NA NA NA NA NA NA
송파구 1975 남 2 1 430 NA NA NA 세대주 0 0 0 0 0 6 70000 6 116580 118290 0 0 0 0 0 1311 1311 0 1111 693 0 0 1 1 1 865000 0 0 0 0 0.344911727 0 0 0 0 0.016075786 0 0.017224056 0 0 0 0 0 0.621788431 0 0 0 0 0 0 0 0 828000 12 577000 20 1 0.25 0.05 0.17 0.1 0 565000 85162.37 1290000 453000 0.34 0 0.06 0 0 0 0 0.08 0 0 0.25 0 0 15 0 0 9 NA NA NA NA NA NA NA NA NA
강남구 1954 남 2 0 420 39 11 140 세대주 0 0 0 0 0 6 19350 89 188890 186000 0 0 0 0 0 0 0 0 0 0 0 0 1 3 1 4000 0 0 0 0 0 0 0 0 0 0 0 0 0 0.773993808 0 0 0 0 0.226006192 0 290000 0 0 0 0 0 0 0 1000 1 0.71 0 1 0 0 0 85000 151925 492000 0 0.25 0.02 0.68 0 0 0.22 0 0.06 0 0 0 0 0 0 0 0 0 110 44 3400 31 2300 34 110 30 81
강동구 1978 여 4 0 910 NA NA NA 세대주 0 0 1 0 0 6 28000 57 257500 230000 0 3000 0 2179 0 1594 0 1594 1554 0 0 0 0 9 1 1680000 0.34447511 0 0 0 0.148727384 0.005979761 0.189052438 0.039762854 0 0 0 0 0.002862108 0.08269447 0 0 0.001022181 0.150925074 0.03449862 145000 0 0 0 40000 0 30000 0 0 1735000 62 0.71 0.14 0 0.14 0.62 0 2110000 5643864.76 19301000 2000 0 0.03 0.05 0 0 0.23 0 0.02 0.01 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
송파구 1955 남 0 1 510 70 16 180 세대주 0 1 0 0 0 6 34000 39 2278980 2128750 0 0 0 0 0 3366 3366 0 2746 2018 0 0 1 0 2 2433000 0.103683775 0 0 0 0.15200745 0 0 0 0 0 0.09799255 0 0 0.349648179 0 0 0 0.296668046 0 0 0 0 0 0 0 0 3187000 107 2204000 13 0.91 0.13 0.25 0.6 0.07 0 1654000 1157349.7 4088000 0 0.04 0 0 0 0 0.03 0 0.02 0 0 0.44 0.01 21 0 0 0 0 110 34 5300 50 340 27 31 7 71
금천구 1953 남 1 1 420 38 9 68 세대주 0 0 0 0 0 6 36000 34 176250 166480 1 0 0 0 0 4 0 4 0 0 0 0 0 2 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19000 9674.04 42000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 35 23 880 17 820 20 9 0 42
서대문구 1952 여 0 1 420 22 4 140 세대주 0 1 1 0 0 6 26000 64 1302100 1202080 0 8700 0 10000 0 2192 2192 0 1854 0 0 0 1 0 1 1691000 0.13526845 0 0 0 0.558527794 0 0 0 0 0 0 0.038512616 0 0.009580725 0 0 0.000284576 0.02124834 0.2365775 0 0 0 58000 23000 34000 0 464000 6 3473000 189 0.77 0.06 0.3 0.36 0.22 0.01 728000 420246.07 1343000 140000 0.09 0 0.11 0 0 0.1 0 0.06 0 0 0 0.02 0 0 0 0 0 60 13 2400 22 300 33 16 15 28
관악구 1956 남 1 1 420 54 21 240 세대주 0 1 1 0 0 6 22000 78 382850 384000 0 21300 0 21300 0 2165 0 2165 2101 0 0 0 1 1 1 3466000 0.216463415 0 0 0 0.53830859 0.008218452 0 0 0 0 0 0 0 0.237009544 0 0 0 0 0 0 0 0 58000 177000 0 0 1387000 12 2808000 137 0.66 0.03 0.22 0.28 0.18 0 943000 627204.02 2206000 509000 0.07 0.06 0.01 0 0 0.16 0 0.17 0 0 0.08 0.39 0 0 0 0 0 120 30 840 32 410 27 68 0 120
중랑구 1959 남 0 1 910 35 7 180 세대주 0 0 1 0 0 6 NA NA 0 0 0 1000 0 0 0 128 0 128 100 0 0 0 0 1 1 2686000 0.080580177 0 0 0 0.256782165 0.007923717 0.025114155 0 0 0 0 0 0 0.257185066 0 0 0.022293849 0.35012087 0 0 0 0 120000 1000 0 0 0 0 2648000 132 0.62 0.07 0.27 0.32 0.07 0.03 4523000 2784835.3 11276000 588000 0 0 0 0 0 0.04 0 0.01 0 0 0 0.01 0 0 0 0 0 5 26 100 10 330 27 27 0 55
양천구 1946 남 3 0 510 45 12 360 세대주 0 1 0 0 0 6 61000 9 632600 639720 0 0 0 0 0 718 709 9 457 600 0 0 3 1 1 625000 0.170634591 0 0 0.004147657 0.019576939 0 0.022397345 0 0 0 0 0.783243467 0 0 0 0 0 0 0 0 0 0 0 0 0 0 727000 17 0 0 1 0.4 0 0.5 0.31 0 345000 166937.16 769000 162000 0 0 0.09 0 0 0.26 0 0.04 0 0 0.03 0.05 0 58 0 1 28 150 57 4000 43 920 29 23 2 140
강남구 1983 여 1 3 910 NA NA NA 세대주 0 0 0 1 0 6 38000 30 367780 339310 0 0 0 0 0 6562 6562 0 6132 0 0 10 1 3 3 5875000 0.037907297 0 0.027443782 0.000826067 0.080770996 0 0 0 0 0 0.003763194 0.001193208 0.662689307 0.051307939 0 0 0 0 0.13409821 232000 0 0 0 6000 0 718000 2066000 100 2979000 59 0.75 0.07 0.21 0.26 0.42 0.02 2099000 1876653.71 7432000 830000 0 0 0.1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 NA NA NA NA NA NA NA NA NA
강서구 1965 남 0 2 420 NA NA NA 세대주 0 0 1 0 0 6 61400 9 404450 402200 0 68000 0 50000 0 11768 11390 378 11944 2932 0 0 4 4 4 16188000 0.066359042 0 0.013183916 0.003735443 0.429685783 0.03702483 0 0.287629093 0 0 0.046693034 0.067347836 0.010327401 0.038013623 0 0 0 0 0 0 0 0 754000 42000 0 0 4088000 57 47249000 158 0.94 0.14 0.26 0.12 0.34 0.01 4151000 1204909.68 7250000 2435000 0.05 0 0.04 0 0 0.15 0 0.07 0.03 0 0.06 0.01 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
강동구 1949 여 1 0 420 48 14 1100 세대주 0 1 1 0 0 6 21000 82 1607530 1607530 1 90000 130000 0 0 0 0 0 0 0 0 0 2 1 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 21000 103230.69 378000 0 0.12 0.1 0 0 0 0.84 0.16 0.05 0 0.03 0 0.01 0 29 1 15 8 45 10 850 35 470 29 0 0 57
서초구 1978 남 2 0 420 120 18 680 세대주 0 1 0 0 0 6 43000 22 1502260 1489200 0 0 0 0 0 646 0 646 653 0 0 0 1 3 1 1018000 0.435436837 0 0 0 0.142773825 0 0.018196664 0 0 0 0 0.039426105 0 0.056456316 0 0 0 0 0.307710253 297000 0 0 13000 40000 0 52000 79000 2 1177000 24 0.51 0.01 0.31 0.06 0.75 0.04 833000 384573.53 1505000 266000 0.05 0.01 0.29 0 0 0.43 0 0.11 0 0 0.32 0 0 0 0 0 0 93 45 1200 51 3300 62 48 17 61
노원구 1969 남 1 0 420 27 15 50 세대주 0 0 1 0 0 6 34830 39 555800 500000 0 150000 0 130000 0 4546 1110 3436 5065 0 0 414 2 1 2 4545000 0.30950951 0 0 0.039439439 0.507107107 0.000800801 0 0 0 0 0.009409409 0.093093093 0 0.040640641 0 0 0 0 0 0 0 7000 0 0 0 0 1331000 15 2532000 206 0.51 0.04 0.32 0.23 0.29 0 3438000 2640032.46 15462000 1566000 0.01 0 0 0 0 0.09 0 0 0 0 0.45 0 0 0 0 0 0 79 37 2600 40 2200 39 29 0 55
서초구 1954 남 0 0 510 7 11 13 세대주 0 1 1 0 1 6 55000 11 2223270 2278980 0 285300 180000 330000 0 3959 3959 0 2700 1212 0 0 2 1 2 1694000 0.263970795 0 0 0.339651783 0.052232519 0 0.00491435 0 0 0.053706824 0 0.014251615 0.000912665 0.046265094 0 0 0.001053075 0.171581017 0.051460264 882000 0 0 10000 25000 0 59000 606000 31 1401000 34 0.68 0.07 0.33 0.21 0.31 0 1362000 458470.32 1984000 300000 0.26 0 0.01 0 0 0.33 0 0.01 0 0 0.01 0.01 2 14 0 0 9 20 2 1100 24 9 0 14 0 9
중랑구 1939 남 2 0 420 NA NA NA 세대주 0 1 0 0 0 6 37000 32 1015210 1014830 0 0 0 0 0 4800 4800 0 2003 4674 0 0 1 1 2 2681000 0.036540804 0.004028858 0 0.408132671 0.061369812 0 0 0 0 0 0 0.003747775 0 0.301227396 0.007870327 0 0.001405416 0.175676942 0 0 0 0 0 0 294000 0 1969000 28 2615000 150 0.85 0.24 0.26 0.13 0 0.07 1223000 834141.35 2466000 91000 0.33 0 0.06 0 0 0.06 0 0.01 0 0 0.34 0 0 56 0 0 26 NA NA NA NA NA NA NA NA NA
영등포구 1947 남 2 0 420 NA 3 0 세대주 0 1 1 0 0 6 43000 22 992270 942650 0 42300 0 48800 0 1987 1987 0 2204 0 0 0 1 1 1 495000 0.04886562 0 0 0.128054101 0 0 0 0 0 0 0 0 0 0.358965969 0 0 0 0.464114311 0 0 0 0 0 0 0 0 190000 8 465000 6 0.51 0.2 0.27 0.4 0.13 0 1329000 2846395.87 10064000 18000 0.12 0 0 0 0 0.03 0 0.04 0.03 0 0.08 0.08 0 0 0 0 0 53 18 3900 33 3000 53 0 45 25
동작구 1948 남 2 0 420 22 5 100 세대주 0 0 0 0 0 6 32000 44 130720 130720 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 2000 0 0 0 0 0.465051388 0 0 0 0 0.465051388 0 0 0 0 0 0 0 0 0.069897224 234000 0 0 0 6000 0 307000 65000 9 0 0 1 0.21 0.5 0 0 0.01 26000 63991.23 195000 44000 0.14 0 0.02 0 0 0.02 0 0.01 0 0 0 0 4 0 0 0 0 30 34 310 49 1700 46 12 2 32
구로구 1965 남 0 0 910 NA NA NA 세대주 0 1 0 0 0 6 42000 23 704370 676550 0 0 0 0 0 1805 1357 448 1804 0 0 0 1 1 1 1842000 0 0 0.022088353 0 0.498995984 0 0 0 0 0 0.03396921 0 0 0.25083668 0 0 0 0.194109772 0 0 0 0 83000 73000 0 0 78000 4 1583000 109 0.67 0.08 0.17 0.19 0.19 0 664000 1320052.28 3442000 351000 0.03 0.03 0.01 0 0 0 0 0.04 0 0 0 0.02 1 0 0 0 0 NA NA NA NA NA NA NA NA NA
송파구 1980 여 1 2 910 NA NA NA 세대주 0 0 0 0 0 6 30000 51 1001320 1025550 0 0 0 0 0 1678 1564 114 1779 0 0 0 2 3 1 341000 0 0 0 0 0.138224852 0 0 0 0 0 0 0.857751479 0.004023669 0 0 0 0 0 0 0 0 0 0 0 0 0 1814000 64 35000 1 1 0.41 0.07 0.12 0 0 541000 1017666.12 4250000 532000 0 0 0.06 0 0 0 0 0 0 0 0.1 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
양천구 1971 남 4 0 420 41 9 100 세대주 0 0 0 0 0 6 49000 15 400260 404310 0 0 0 0 0 513 0 513 482 0 0 0 0 1 1 264000 0.106597671 0 0 0 0.065976714 0 0.01207417 0 0 0 0 0.802501078 0 0 0 0 0 0.012850367 0 0 0 0 0 0 0 0 728000 15 0 0 0.22 0.41 0.16 0.11 1 0.1 338000 167196.43 894000 223000 0 0 0.01 0 0.1 0.13 0 0.05 0 0 0.65 0 0 18 0 3 8 140 60 3800 36 2300 49 81 86 140
중랑구 1953 남 0 2 510 27 12 38 세대주 0 0 0 0 0 6 47000 17 289580 294000 0 0 0 0 0 3364 3364 0 2045 1038 0 0 3 2 2 3381000 0.025217391 0 0 0.004347826 0 0 0.037515528 0 0 0 0.005093168 0.6 0.019503106 0.159751553 0 0 0 0.148571429 0 0 0 0 0 5000 0 0 1856000 16 2871000 69 0.85 0.3 0.43 0 0.31 0 1136000 415429.96 2233000 775000 0.02 0 0.03 0 0 0.11 0 0 0 0 0.21 0.04 0 0 0 0 0 150 47 3800 38 1700 37 130 0 200
서대문구 1955 남 0 2 440 79 24 500 세대주 0 0 1 0 0 6 120000 1 760210 442500 0 53000 0 32034 0 7753 7723 30 6035 2291 0 108 3 5 1 2309000 0 0 0 0.310611554 0 0 0.006526468 0 0 0 0 0 0.015711869 0.135847232 0.017403916 0 0.278704375 0 0.235194585 0 0 0 0 0 27000 0 42000 6 2193000 28 0.89 0.14 0.39 0.03 0.06 0 2450000 2888240.95 8869000 451000 0.05 0 0.15 0 0 0.02 0 0 0 0 0 0.01 0 0 0 0 0 150 71 2900 66 1600 53 86 30 160
은평구 1967 여 0 0 510 NA NA NA 세대주 0 0 1 0 1 6 30000 51 290000 288640 1 30000 0 30000 0 8907 591 8316 8340 0 0 8516 3 2 3 987000 0.200762276 0 0 0.202269101 0.167700762 0.025970573 0.122496011 0 0 0 0 0.002127282 0 0.089611771 0 0 0.000354547 0.048395675 0.140312001 0 0 4767000 13000 0 0 0 0 0 902000 79 0.77 0.08 0.3 0.23 0.29 0 4543000 6054442.15 19864000 81000 0 0 0.07 0 0 0.03 0 0 0 0 0 0 0 12 0 0 10 NA NA NA NA NA NA NA NA NA
서대문구 1976 남 3 1 510 NA NA NA 세대주 0 0 0 0 0 6 53930 12 1045500 1041630 0 0 0 0 0 6598 6561 37 6623 0 0 0 3 2 3 6273000 0.108991038 0 0.066204105 0.077093572 0.131348174 0.010407632 0 0 0 0.051556326 0 0.01175677 0.268863833 0.187144647 0.000385468 0 0 0 0.086248434 0 0 0 287000 204000 0 60000 608000 10 5992000 284 0.56 0.06 0.33 0.19 0.26 0.03 2149000 385379.56 2509000 1405000 0.05 0.03 0.13 0 0 0.51 0.01 0.03 0 0 0 0.07 2 0 0 0 0 NA NA NA NA NA NA NA NA NA
관악구 1950 남 2 0 910 6 4 2 세대주 0 0 0 0 0 6 22000 78 312430 262220 0 0 0 0 0 1430 1430 0 1559 0 0 0 1 0 1 1687000 0.102504638 0 0 0 0.810606061 0 0.009894867 0 0 0 0 0.006338899 0 0.019635127 0 0 0.000773036 0.050247372 0 0 0 0 307000 285000 0 0 18000 3 1692000 44 0.67 0.09 0.3 0.2 0.23 0 487000 138791.83 683000 167000 0.01 0.19 0 0 0 0.13 0 0.12 0 0 0 0.03 0 0 0 0 0 3 0 4 6 0 0 2 0 0
구로구 1979 남 3 0 420 NA NA NA 세대주 0 1 1 0 0 6 48000 16 642430 627310 0 30000 0 30000 0 3920 3857 63 3808 0 0 0 1 3 2 4518000 0.527639972 0 0 0 0.307051736 0 0.00265769 0.043054571 0 0 0.019135365 0.025690999 0 0.074769667 0 0 0 0 0 0 0 0 356000 218000 0 0 2382000 20 2390000 104 0.86 0.13 0.15 0.17 0.37 0 1322000 488858.2 2043000 472000 0.03 0.01 0 0 0 0.15 0 0.01 0 0 0.83 0.01 0 17 0 1 6 NA NA NA NA NA NA NA NA NA
은평구 1952 남 1 0 910 NA NA NA 세대주 0 0 0 0 0 6 25000 68 303000 339710 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1000 2495.25 3000 0 0 0 0 0 0 0 0 1 0 0 0 0.05 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
중구 1977 남 3 0 420 NA NA NA 세대주 0 1 1 0 0 6 62000 8 761970 772000 0 344160 243000 0 0 1077 1071 6 1071 0 0 0 2 1 1 954000 0.372738403 0 0 0 0 0 0 0 0 0 0 0.105767923 0.406067202 0 0 0 0 0.115426473 0 0 0 0 0 0 0 0 383000 9 640000 22 0.46 0.16 0.24 0.16 0.16 0.1 378000 751211.23 2610000 0 0 0 0 0 0 0.25 0 0 0 0 0.07 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
강남구 1978 남 1 0 440 100 15 310 세대주 0 0 0 0 1 6 298230 1 1446000 1442500 0 0 0 0 0 66542 66525 17 34795 2112 1589 8614 3 3 11 22628000 0.127612469 0 0 0.049326957 0.119287991 0.161530287 0.109369465 0.009918526 0 0 0.006730429 0.034449168 0.00256819 0.159404888 0.017180305 0 0.000974141 0 0.201647184 435000 0 9131000 538000 451000 61000 464000 61927000 145 48817000 226 0.81 0.07 0.23 0.34 0.19 0.07 23612000 18428238.11 66206000 14932000 0.03 0.01 0.19 0 0.01 0.23 0 0.08 0.01 0 0.19 0.88 28 4 1 4 4 160 41 12000 78 1700 66 57 64 120
강동구 1964 남 2 1 910 NA NA NA 세대주 0 0 1 0 0 6 NA NA 0 0 0 8000 0 22900 0 961 961 0 857 0 0 0 2 0 1 207000 0.523571131 0 0 0 0.476428869 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 82000 0 0 0 0 0 162000 11 0.75 0.02 0.25 0.35 0.04 0.1 685000 311833.55 1033000 0 0 0 0 0 0 0.18 0 0 0 0.04 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
중구 1974 남 2 0 440 38 12 120 세대주 0 0 1 0 1 6 82000 4 614000 556940 2 53000 0 50000 85000 22802 2481 20321 8340 656 0 8516 2 2 2 3896000 0.247828162 0.004105012 0.006300716 0.014128878 0.13202864 0.008210024 0.060620525 0.002195704 0 0 0 0.005918854 0 0.006300716 0.000477327 0 0.451742243 0.060143198 0 0 0 4767000 0 982000 0 0 29000 3 3490000 146 0.66 0.4 0.34 0 0.25 0 1550000 466551.53 2109000 723000 0 0.05 0 0 0 0.43 0 0.04 0 0.01 0 0 2 0 0 0 0 130 41 2300 36 1200 26 66 41 180
광진구 1964 남 0 0 510 NA NA NA 세대주 0 0 1 0 0 6 63070 8 194210 180470 0 50000 0 69000 0 33 33 0 42 0 0 0 7 1 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 104000 221496.01 710000 0 0.01 0 0 0 0 0.2 0 0 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
관악구 1939 남 0 0 910 NA NA NA 세대주 0 1 1 0 0 6 20000 85 670050 587900 1 1740000 1698000 0 0 3961 0 3961 3853 0 0 0 0 2 2 8565000 0.162024815 0 0.064281943 0 0.44937962 0.132061774 0.000527983 0 0 0 0 0.04124868 0 0.1500132 0.000461985 0 0 0 0 0 0 0 856000 982000 0 0 4197000 35 7941000 215 0.86 0.04 0.15 0.41 0.39 0.02 1870000 328857.81 2707000 2044000 0.3 0.12 0.16 0 0 0.12 0 0.16 0 0 0.06 0.15 1 139 6 58 20 NA NA NA NA NA NA NA NA NA
용산구 1974 남 4 0 510 47 13 71 세대주 0 1 1 0 1 6 94790 3 2458160 2458160 0 1543088 1698000 7400 0 586 1 585 577 0 0 0 4 1 1 533000 0.331241352 0 0 0.065526784 0 0 0 0.000840087 0 0 0 0 0 0 0 0 0 0.108222969 0.494168808 0 0 0 0 0 0 31000 0 0 511000 6 0.8 0.33 0.15 0.09 0.21 0.03 474000 156991.53 494000 0 0.11 0.01 1 0 0 0.73 0 0.07 0 0 0 0 0 34 0 2 17 100 44 2800 43 1000 40 71 3 120
도봉구 1985 남 2 2 420 NA NA NA 세대주 0 1 1 0 0 6 50000 15 647910 651500 0 78000 72000 0 0 5011 1822 3189 4786 948 0 0 3 1 3 3409000 0.050915332 0 0.067934783 0.064073227 0.22125286 0.000572082 0.010440503 0 0 0 0 0.203518307 0.283323799 0.028175057 0 0 0.003861556 0.065932494 0 0 0 0 0 0 0 0 452000 14 2596000 50 0.63 0.24 0.18 0.23 0.33 0 2103000 151292.16 2723000 1659000 0.03 0.01 0.21 0 0 0.15 0 0.12 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
서대문구 1978 남 3 0 910 53 13 210 세대주 0 1 1 0 0 6 37000 32 859240 679830 0 28000 0 30000 0 3 0 3 0 0 0 0 1 3 2 2119000 0.54180602 0 0 0 0.271070234 0 0.008862876 0 0 0 0.022909699 0.030100334 0 0.001003344 0 0 0 0.006856187 0.117391304 0 0 0 15000 0 41000 45000 872000 9 1980000 65 0.7 0.66 0.1 0.02 0.04 0.01 1026000 435309.66 1736000 842000 0.08 0 0.37 0 0 0.16 0 0.04 0 0 0.08 0 5 15 0 4 12 0 31 0 6 710 33 35 18 19
도봉구 1942 남 0 0 420 NA NA NA 세대주 0 1 0 0 0 6 34000 39 1118570 1118160 0 0 0 0 0 248 248 0 208 200 0 0 1 0 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 145000 146123.26 478000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
송파구 1976 남 3 0 910 83 23 450 세대주 0 1 1 1 0 6 50000 15 145400 135420 0 10600 0 0 0 11173 8466 2707 6759 0 0 0 1 3 3 4486000 0.063685637 0.079752226 0 0 0.047812621 0 0 0 0 0.009678668 0.063685637 0.055942702 0.021680217 0.059620596 0.014130856 0 0 0.094076655 0.489934185 187000 0 0 77000 21000 60000 52000 2589000 111 2949000 44 0.42 0.14 0.14 0.08 0.2 0.43 6564000 2030372.53 8437000 3029000 0 0.01 0.02 0 0 0.2 0.01 0.05 0 0 0.1 0 1 4 0 0 3 44 59 1400 44 1300 43 59 36 32
노원구 1941 여 3 0 510 NA NA NA 세대주 0 1 0 0 0 6 36000 34 1084640 1163790 0 0 0 0 0 591 591 0 584 0 0 0 1 1 1 507000 0.189218329 0 0 0 0 0 0 0 0 0 0 0.735849057 0 0.074932615 0 0 0 0 0 0 0 0 0 0 0 0 320000 4 483000 12 0.87 0.23 0.18 0.12 0.36 0 174000 106123.53 276000 0 0.24 0 0 0 0 0.16 0 0 0 0 0.05 0.05 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
관악구 1971 남 1 0 420 41 14 170 세대주 0 0 0 0 0 6 69000 6 275000 264120 0 0 0 0 0 1472 1472 0 1498 0 200 0 3 1 1 1103000 0.417596035 0 0 0.02354399 0.234510533 0 0.062887237 0 0 0 0 0 0 0.062577447 0 0 0 0 0.198884758 0 0 0 20000 0 0 0 0 0 830000 71 0.85 0.13 0.38 0.16 0.24 0 525000 105433.61 599000 165000 0.05 0 0.05 0 0 0.78 0 0.07 0 0 0.36 0.01 0 0 0 0 0 83 52 2000 39 980 56 100 3 100
용산구 1961 남 0 0 910 54 17 99 세대주 0 0 0 0 0 6 27000 60 87910 88580 0 0 0 0 0 4349 1642 2707 4620 0 0 0 1 1 4 2141000 0.485353245 0 0.032021827 0.002010339 0.231476163 0 0 0 0 0 0.01249282 0 0 0.138856979 0 0 0.023836875 0.073951752 0 0 0 0 96000 139000 0 0 29000 2 1749000 93 0.67 0.21 0.17 0.29 0.26 0 3084000 1018402.85 4727000 598000 0.06 0.01 0 0 0 0.35 0 0 0 0 0.08 0.02 2 3 0 0 3 140 41 2800 53 2500 58 56 0 150
양천구 1975 남 3 0 420 NA NA NA 세대주 0 1 1 0 0 6 50000 15 758060 536630 0 22000 0 20000 0 6544 6544 0 6363 0 0 0 4 2 3 5530000 0.174088063 0.014909055 0.419938376 0.075837392 0.056356227 0.005715138 0.028724779 0 0 0.000745453 0.003081205 0.190140145 0.000596362 0.020475102 0 0 0 0.009392705 0 0 0 0 287000 338000 44000 0 3005000 77 4523000 127 0.35 0.07 0.14 0.2 0.33 0.25 2302000 1409025.7 5755000 1034000 0.05 0.1 0.06 0.02 0 0.31 0 0.04 0 0 0.03 0.02 14 336 104 7 21 NA NA NA NA NA NA NA NA NA
동작구 1980 여 0 1 420 NA NA NA 세대주 0 0 1 0 0 6 45000 19 392840 399000 0 17000 0 27400 0 17673 17673 0 6463 0 0 0 2 1 3 8245000 0.074485924 0 0.025858265 0.077927809 0.111905392 0.07439767 0.111640632 0 0 0.004500927 0.004942194 0.055158415 0.268820051 0.020827817 0 0 0.002118083 0.167416821 0 0 0 0 199000 175000 323000 0 2445000 71 8016000 184 0.53 0.09 0.16 0.18 0.34 0.04 5321000 1805626.61 10835000 4685000 0.02 0.02 0.04 0 0 0.07 0 0 0 0 0.25 0.01 15 69 0 48 16 NA NA NA NA NA NA NA NA NA
중구 1977 남 2 0 420 NA NA NA 세대주 0 1 1 0 0 6 55000 11 399190 395540 0 72000 0 78000 0 1006 496 510 818 0 0 0 1 3 1 708000 0 0 0 0.061257389 0.452444922 0.012358947 0 0 0 0 0.13648576 0 0 0.023105857 0 0 0 0 0.314347125 0 0 0 0 15000 0 0 805000 29 143000 16 0.93 0.09 0.31 0.11 0.52 0 439000 624610.6 1458000 0 0.19 0.09 0.07 0 0 0.45 0 0.02 0 0 0.25 0.03 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
용산구 1972 여 1 0 420 NA NA NA 세대주 0 0 0 0 0 6 45000 19 155660 156450 0 0 0 0 0 11271 10387 884 8864 0 0 242 3 2 5 6233000 0.052285898 0 0.042755956 0 0.015582743 0 0 0.013650998 0 0.059884095 0.034127495 0.05022537 0 0.037862202 0.030650354 0 0 0 0.662974887 0 0 0 16000 0 167000 481000 741000 26 137000 5 1 0.11 0.21 0.62 0.11 0.14 4034000 5453717.74 21589000 1938000 0 0 0.14 0 0 0 0 0 0 0 0 0 1 6 0 1 6 NA NA NA NA NA NA NA NA NA
노원구 1955 남 0 1 420 16 12 43 세대주 0 0 0 0 0 6 45000 19 235170 225000 0 0 0 0 0 561 29 532 532 0 0 0 2 4 1 311000 0.523395792 0 0 0.087878153 0.152308175 0 0.032450539 0 0 0 0 0 0 0.20396734 0 0 0 0 0 0 0 0 0 90000 0 0 5000 4 314000 33 0.53 0.11 0.44 0.13 0.29 0 445000 260370.62 759000 81000 0.05 0.22 0.02 0 0 0.1 0 0.02 0 0.02 0 0.09 0 2 0 0 2 68 27 2600 40 290 8 56 30 46
영등포구 1985 여 1 3 420 26 18 89 세대주 0 0 1 1 0 6 38000 30 645550 608600 0 167000 0 75300 0 11770 11770 0 8666 3297 0 0 3 3 4 4014000 0.199333419 0 0.036533778 0.078195103 0.252275349 0 0.138571978 0 0 0 0.005768491 0.059992309 0 0.02653506 0.070375593 0 0.012947058 0.119471863 0 0 0 0 52000 39000 0 0 1969000 53 2770000 247 0.75 0.16 0.35 0.23 0.23 0.02 3741000 1580716.33 8036000 1713000 0.12 0 0 0 0 0.12 0 0.03 0 0 0.1 0 6 45 0 18 9 69 37 2200 32 1100 42 29 0 19
송파구 1976 남 3 0 420 NA NA NA 세대주 0 0 0 0 0 6 53810 13 265000 217900 0 0 0 0 0 883 883 0 806 0 0 0 3 1 1 2206000 0.045199923 0 0 0 0.003476917 0 0 0 0 0 0 0.366814758 0 0 0 0 0 0 0.584508403 0 0 0 0 0 0 0 791000 17 102000 3 1 0 0.66 0.4 0.5 0.01 683000 784863.32 2876000 483000 0.05 0 0.35 0 0 0.33 0 0 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
강서구 1983 남 0 2 420 77 24 470 세대주 0 0 0 0 0 6 45390 19 464880 318360 0 0 0 0 0 6658 4400 2258 6299 0 0 0 1 1 3 8348000 0.098561286 0 0 0.060538117 0.25 0 0.04362855 0 0 0 0.00401719 0.00093423 0.468423019 0.056801196 0 0 0 0.017096413 0 0 0 0 194000 125000 0 0 3818000 5 8857000 153 0.81 0.02 0.14 0.36 0.29 0 2493000 1046554.74 4543000 1343000 0.05 0.02 0.11 0 0 0.05 0 0.02 0 0 0.14 0.02 0 0 0 0 0 120 53 4200 56 1000 56 71 5 150
중랑구 1944 남 2 0 510 NA NA NA 세대주 0 1 0 0 0 6 32000 44 844600 858750 0 0 0 0 0 3024 3024 0 467 0 0 0 1 0 2 1925000 0 0 0 0 0.554505999 0.036252234 0 0 0 0 0 0 0 0.214194537 0 0 0 0.19504723 0 0 0 0 400000 0 0 0 0 0 1851000 45 0.62 0.17 0.71 0.2 0.11 0 1621000 1147212.86 4744000 365000 0.05 0 0 0 0 0.01 0 0.17 0 0 0 0.06 0 5 0 1 5 NA NA NA NA NA NA NA NA NA
관악구 1947 남 2 0 910 26 12 100 세대주 0 1 0 0 0 6 22000 78 703000 608580 0 0 0 0 0 604 604 0 643 0 0 0 1 1 1 698000 0.135239432 0 0.066830381 0 0.356253289 0 0 0 0 0 0 0.014997369 0 0.389054552 0 0 0 0.037624978 0 0 0 0 42000 0 0 0 56000 1 746000 18 0.84 0.1 0.24 0.26 0.02 0 250000 123068.27 409000 234000 0.24 0 0 0 0 0.13 0 0.04 0 0 0 0.14 0 4 0 1 3 140 53 6900 44 3100 53 77 70 130
강서구 1958 남 0 0 420 27 10 52 세대주 0 0 0 0 0 6 26000 64 486950 479430 0 0 0 0 0 827 671 156 882 0 0 0 1 5 1 398000 0.040147913 0 0.145641838 0 0.338563127 0 0.004912837 0 0 0 0 0 0 0.430427892 0 0 0 0 0.040306392 0 0 0 0 0 0 0 0 0 485000 52 0.84 0.06 0.33 0.06 0.22 0 275000 167572.65 617000 41000 0.01 0 0.04 0 0 0.05 0 0.01 0 0 0 0.07 0 14 0 5 10 74 23 1400 37 510 31 7 0 1
성동구 1952 남 1 0 510 36 15 57 세대주 0 1 1 0 1 6 50000 15 2128750 2163420 0 210000 0 47800 21000 0 0 0 0 0 0 0 0 0 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3000 18127.92 52000 0 0 0 0 0 0 0 0 0.36 0 0 0 0.28 0 0 0 0 0 45 14 1600 28 300 37 20 0 83
용산구 1961 남 0 0 440 68 14 760 세대주 0 0 1 0 0 6 89000 3 802500 815500 0 500000 448000 0 0 3692 3361 331 3105 282 0 0 3 4 2 2527000 0.395103624 0 0 0.124712156 0.027148224 0.019997576 0.198642589 0.004605502 0 0.028239001 0.022300327 0.057447582 0 0 0.014786087 0 0.003272331 0.103745001 0 0 0 0 0 17000 0 0 220000 16 1821000 166 0.89 0.06 0.22 0.34 0.21 0.04 1011000 261010.24 1430000 692000 0.03 0 0 0 0 0.35 0 0.04 0 0 0.05 0.01 2 64 17 4 33 170 100 6200 42 2100 40 130 0 220
중랑구 1968 남 2 0 420 NA NA NA 세대주 0 1 1 0 0 6 40000 26 245940 250000 0 31500 0 23700 26000 980 980 0 943 52 100 0 1 1 1 765000 0.1350961 0 0 0 0.508276858 0.028441284 0 0 0 0 0.053438507 0 0 0 0 0.006999222 0.096878125 0.170869903 0 0 0 0 0 206000 0 0 4000 1 582000 60 0.8 0.21 0.21 0.11 0.21 0 2994000 7366010.5 25879000 160000 0.05 0.03 0 0 0 0.02 0 0.02 0 0 0 0 1 5 0 0 4 NA NA NA NA NA NA NA NA NA
강남구 1952 남 2 1 440 35 15 86 세대주 0 0 1 0 0 6 111000 2 979420 956370 2 500000 0 0 0 1795 1641 154 1452 187 0 0 2 3 1 1409000 0.168974513 0 0 0 0 0 0.001003412 0.217338952 0 0 0 0 0 0.301224162 0 0 0.0363235 0.275135461 0 0 126000 0 0 9000 0 0 0 0 1295000 18 0.73 0.03 0.21 0.4 0.3 0 735000 262957.43 1341000 366000 0 0.01 0 0 0 0.14 0 0 0.03 0 0 0.03 0 0 0 0 0 48 16 1700 29 1100 27 16 0 48
서대문구 1971 남 2 0 420 72 17 910 세대주 0 0 1 0 0 6 63000 8 403470 256820 0 105000 93060 0 0 2509 2484 25 1365 0 0 0 5 3 1 699000 0.092789598 0 0 0.255910165 0.202718676 0 0.090425532 0 0 0.119976359 0 0.150118203 0 0 0 0 0 0 0.088061466 0 0 0 0 0 103000 0 188000 3 746000 22 0.9 0.08 0.29 0.33 0.17 0.05 987000 1137355.46 2865000 0 0 0 0.03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 130 50 2600 81 1000 45 130 70 140
강동구 1961 남 0 0 420 NA NA NA 세대주 0 0 1 0 0 6 43000 22 310000 300560 1 6500 0 22900 0 514 500 14 496 0 0 0 1 5 1 526000 0.056360709 0 0 0.277839713 0.081506255 0 0.007679921 0 0 0 0.039638301 0.005326397 0 0.339774557 0 0 0 0.191874148 0 0 0 0 10000 0 0 0 0 0 481000 9 0.62 0.13 0.07 0.18 0.25 0 1768000 3327809.85 12038000 0 0.03 0 0 0 0 0.02 0 0.45 0 0 0.03 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
강북구 1948 남 3 0 910 NA NA NA 세대주 0 1 0 0 0 6 19000 89 400000 242740 0 0 0 0 0 48 0 48 53 0 0 0 0 1 1 33000 0.101450893 0 0 0 0.157924107 0 0 0 0 0 0 0 0 0 0 0 0.109263393 0.631361607 0 0 0 0 0 0 0 0 0 0 52000 2 0.14 0.01 0.33 0.75 0 0 126000 409281.36 1317000 0 0.03 0 0.05 0 0 0.36 0 0.04 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
구로구 1978 남 2 0 910 59 41 220 세대주 0 0 1 0 0 6 NA NA 0 0 0 50000 0 50000 10000 0 0 0 0 0 0 0 0 0 6 6100000 0.135585483 0 0 0.082401278 0.277219813 0.017804154 0 0 0 0.004793426 0.005820589 0.243894088 0 0.199155444 0 0 0 0.033325725 0 0 0 0 1129000 115000 0 0 741000 13 5383000 93 0.77 0.03 0.24 0.43 0.19 0.03 5070000 3483684.31 11910000 980000 0.08 0.03 0 0 0 0.08 0 0.04 0 0 0 0.01 1 0 0 0 0 98 33 3700 37 2700 46 90 30 66
관악구 1967 남 0 0 410 33 13 100 세대주 0 0 0 0 0 6 61000 9 118290 115950 0 0 0 0 0 2414 2393 21 3124 0 0 0 3 2 2 1657000 0.077732412 0 0 0.099560302 0.451476131 0.017116834 0.006124372 0 0 0 0 0.019158291 0 0.035646985 0 0 0.010207286 0.282977387 0 0 0 0 57000 285000 0 0 228000 12 1656000 63 0.63 0.08 0.2 0.22 0.21 0.01 1219000 845295.99 4149000 0 0.03 0.1 0 0 0 0.06 0 0.02 0 0 0 0 1 0 0 0 0 96 47 3600 37 920 53 56 0 82
마포구 1985 여 3 1 910 66 23 340 세대주 0 0 1 0 0 6 31000 47 245300 245280 1 17080 0 0 0 9350 7135 2215 4959 2025 2000 0 1 2 4 6513000 0.17532722 0.014656321 0.012932048 0.009483502 0.100478094 0.058782036 0.21122345 0 0 0.009013246 0.005564699 0.018496747 0.194450976 0.04937691 0 0 0 0 0.14021475 313000 0 0 228000 0 1002000 206000 3745000 153 2979000 62 0.84 0.07 0.34 0.19 0.26 0.06 3234000 1792052.66 5082000 658000 0 0 0.14 0 0 0.41 0 0.02 0 0 0.1 0.02 34 4 0 0 3 19 7 1500 29 46 17 78 42 4
영등포구 1967 남 1 0 420 NA NA NA 세대주 0 0 0 0 0 6 49000 15 645550 646140 0 0 0 0 0 2852 1138 1714 1787 377 0 0 1 2 1 1691000 0.073085128 0 0 0 0.066547381 0 0 0 0 0 0 0.39880256 0 0.012869039 0 0 0.015208864 0.389305622 0.044181405 0 0 0 0 13000 0 116000 57000 6 1569000 28 0.63 0.16 0.15 0.22 0.35 0.08 760000 834141.35 2254000 420000 0.03 0 0.01 0 0 0.1 0 0 0.01 0 0 0 5 0 0 0 0 NA NA NA NA NA NA NA NA NA
서대문구 1945 남 0 0 910 NA NA NA 세대주 0 1 0 0 0 6 19000 89 1140330 1082630 0 0 0 0 0 58 0 58 48 0 0 0 0 3 1 42000 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 39000 0 0 0 0 0 0 0 44000 3 0.54 0.66 0.09 0 0 0 156000 442714.22 1035000 0 0.01 0 0 0 0 0.02 0 0 0 0 0 0 0 6 0 0 5 NA NA NA NA NA NA NA NA NA
성북구 1986 여 1 3 420 NA NA NA 세대주 0 0 0 0 0 6 46000 18 705140 695010 0 0 0 0 0 9065 5922 3143 6146 559 0 0 1 3 2 5266000 0.194607268 0 0 0.1171356 0.236127394 0 0 0 0 0.021688159 0.025889019 0.190797186 0 0.063794451 0 0.009867136 0 0 0.140093787 313000 0 0 512000 125000 0 213000 3895000 80 4031000 309 0.62 0.09 0.28 0.55 0.09 0.02 3263000 975234.07 4947000 1668000 0.1 0.01 0.26 0 0 0.07 0 0.04 0 0 0.05 0.02 8 18 0 4 8 NA NA NA NA NA NA NA NA NA
강서구 1984 남 0 2 420 21 13 43 세대주 0 0 0 0 0 6 45000 19 464880 500000 0 0 0 0 0 3546 3546 0 3361 0 0 0 1 1 2 3047000 0.022807018 0 0.048496241 0.167919799 0.016917293 0 0 0 0 0.116666667 0 0.117418546 0 0.135213033 0 0 0 0 0.374561404 0 0 0 0 24000 38000 28000 872000 28 2436000 45 0.8 0.15 0.37 0.19 0.14 0.08 1830000 790763.43 3686000 669000 0.02 0.01 0.13 0 0 0.04 0 0 0 0 0 0 0 423 167 125 17 41 25 1000 26 270 24 52 1 52
강서구 1970 남 2 0 420 NA NA NA 세대주 0 0 0 0 0 6 47000 17 101790 99160 0 0 0 0 0 1231 0 1231 1347 0 0 0 1 3 1 870000 0.030495979 0 0 0.001452189 0.86818588 0.025357462 0.001563896 0 0 0 0.003909741 0 0 0.069034853 0 0 0 0 0 0 0 0 0 0 0 0 38000 3 843000 25 0.74 0 0 0.27 0.5 0 545000 329167.33 1336000 155000 0.17 0 0 0 0 0.03 0 0.02 0 0 0 0 1 302 129 12 21 NA NA NA NA NA NA NA NA NA
성북구 1962 남 0 0 420 24 10 53 세대주 0 0 1 0 0 6 51000 14 101790 101750 0 50000 0 5000 0 6132 6132 0 6363 1480 0 0 2 1 2 5425000 0.316715201 0 0 0.031450204 0.104601048 0.042981945 0 0 0 0 0 0.342108328 0 0.026674432 0.088293535 0 0 0.047175306 0 0 0 0 23000 141000 0 0 3570000 17 4098000 136 0.96 0.12 0.18 0.18 0.3 0 2289000 1099947 6133000 1657000 0.02 0.03 0 0 0 0.26 0 0.02 0 0 0.55 0 10 0 0 0 0 57 23 860 30 520 30 71 0 50
마포구 1962 여 2 0 910 130 24 680 세대주 0 0 1 0 0 6 39000 28 419130 413100 0 10000 0 0 0 17958 15743 2215 14332 0 0 0 2 1 3 9057000 0.113795707 0 0 0 0.541365548 0 0.055225973 0 0 0.049724949 0.016287348 0.018121023 0.158882537 0.011217776 0 0 0.001833675 0.029446662 0.004098803 0 0 0 0 0 221000 0 2641000 38 9160000 106 0.7 0.13 0.33 0.08 0.41 0.1 5407000 1854844.26 10835000 4244000 0.02 0 0.04 0 0 0.05 0 0 0 0 0.21 0 0 9 2 6 3 31 3 570 30 120 17 18 0 1
성북구 1964 남 0 0 510 NA NA NA 세대주 0 0 1 0 0 6 35000 36 388330 388330 0 28000 20000 21900 0 8767 8740 27 6759 1254 0 0 4 5 3 8408000 0.237094682 0 0 0.050129702 0.22464332 0.027431907 0.000907912 0.011608301 0 0 0 0.010440986 0.128793774 0 0 0 0 0.308949416 0 0 0 0 507000 233000 36000 0 947000 46 8182000 167 0.75 0.24 0.35 0.04 0.28 0.04 3145000 1703370 7164000 2002000 0.16 0.02 0 0 0 0.17 0 0 0 0 0.21 0 35 0 0 0 0 NA NA NA NA NA NA NA NA NA
성북구 1959 여 1 1 910 NA NA NA 세대주 0 0 0 0 0 6 21000 82 160000 173020 0 0 0 0 0 13 0 13 13 0 0 0 0 2 1 10000 0 0.069879961 0.000122489 0 0.61244488 0 0 0 0 0 0 0 0 0.31755267 0 0 0 0 0 0 0 0 0 8000 0 0 0 0 0 0 1 0 1 0 0.5 0 11000 128.45 32000 45000 0.25 0 0 0 0 0.43 0 0.02 0 0 0 0.03 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
강남구 1968 남 1 0 420 9 12 19 세대주 0 1 0 0 0 6 100000 2 1115000 1118160 0 0 0 0 0 2989 2876 113 3499 501 0 0 1 1 2 2384000 0.095107704 0 0 0 0.759218693 0 0 0.001825484 0 0.002008032 0 0.06407448 0 0.07411464 0 0 0.003650968 0 0 0 0 0 29000 15000 0 0 24000 3 2138000 93 0.78 0.06 0.25 0.22 0.28 0.04 1258000 1193037.22 5364000 615000 0.05 0.01 0 0 0 0.07 0 0.22 0 0 0 0.02 0 1 0 0 1 78 27 460 29 110 28 90 2 17
용산구 1963 남 0 0 420 NA NA NA 세대주 0 0 1 0 0 6 47000 17 405000 375000 0 21300 0 20000 0 6475 6319 156 6610 0 0 0 1 3 3 5387000 0.354086812 0 0.004350979 0.131772506 0.183051901 0 0.024551953 0 0 0 0 0.20314928 0 0.0433026 0 0 0 0 0.055733969 0 0 0 489000 106000 0 0 1326000 20 4397000 127 0.78 0.1 0.34 0.22 0.24 0.07 2005000 254370.59 2437000 1548000 0.04 0.03 0.02 0 0 0.89 0.01 0.08 0 0 0.02 0.02 1 0 0 0 0 NA NA NA NA NA NA NA NA NA
마포구 1958 남 0 1 420 69 18 340 세대주 0 0 1 0 0 6 26000 64 360370 354350 0 43000 0 48000 0 8429 8429 0 5399 5466 0 0 2 2 3 1467000 0.223817664 0 0 0 0.107464387 0.013789174 0 0 0 0 0 0.069401709 0 0.412535613 0.001481481 0 0 0 0.171509972 0 0 0 16000 0 84000 0 1152000 8 1548000 24 0.89 0.18 0.11 0.27 0.25 0.01 4237000 7362464.15 29593000 214000 0 0 0.13 0 0.02 0.01 0 0 0 0 0 0 0 0 0 0 0 150 68 2100 50 1200 59 130 0 52
강서구 1968 남 0 0 510 100 26 620 세대주 0 0 1 0 1 6 43000 22 413100 419130 0 20000 0 20000 0 3236 3236 0 3361 0 0 0 3 1 2 2640000 0.061875604 0 0 0 0.716725749 0 0 0 0 0 0.021108605 0.158072833 0 0.011279407 0 0 0.018208186 0.012729617 0 0 0 0 356000 0 0 0 487000 11 2681000 2 0.91 0.2 0.24 0.11 0.3 0 1890000 2306141.74 7040000 505000 0.01 0 0 0 0 0.06 0 0.01 0 0 0 0 0 0 0 0 0 58 23 1400 53 740 43 46 63 50
은평구 1943 남 1 0 420 6 5 12 세대주 0 1 0 0 0 6 26000 64 675760 675240 0 0 0 0 0 463 463 0 498 0 0 0 2 0 1 454000 0 0 0.030538051 0 0 0 0 0 0 0 0 0 0 0.969461949 0 0 0 0 0 0 0 0 0 0 0 0 5000 2 371000 18 0.92 0.01 0.31 0.33 0.28 0 169000 236849.06 886000 50000 0 0 0 0 0 0 0 0 0 0 0 0.15 0 0 0 0 0 18 1 1200 18 630 56 0 2 4
서대문구 1978 남 3 0 510 NA NA NA 세대주 0 0 1 0 1 6 57000 10 330000 273540 1 316589 0 45500 25700 42226 41910 316 18382 2805 0 0 6 1 4 11623000 0.136395161 0.000385297 0.037450875 0.008784773 0.133543962 0 0.074901749 0.042690915 0 0 0.043153271 0.070432303 0.047776836 0.020035447 0 0 0 0.321954227 0.062495184 0 0 0 0 0 0 91000 2776000 78 8752000 238 0.86 0.13 0.2 0.11 0.06 0.05 6010000 1508243.62 7988000 1721000 0.02 0 0.37 0 0 0.08 0 0 0.01 0 0.18 0.01 39 64 0 2 26 NA NA NA NA NA NA NA NA NA
마포구 1974 남 2 0 420 63 18 120 세대주 0 0 1 0 0 6 42610 23 556560 461030 0 450000 500000 44500 0 6687 5408 1279 1375 4240 0 0 4 2 2 1485000 0.192412293 0 0 0 0.068738102 0 0.006323089 0.010538482 0 0.014617895 0 0.035354909 0 0.050584716 0.472056024 0 0.028351917 0.121022573 0 0 0 0 0 25000 0 0 40000 6 1295000 24 0.79 0.27 0.11 0.2 0.44 0.01 1670000 1496466.9 5527000 107000 0 0.03 0 0 0 0.11 0 0 0 0 0 0 0 0 0 0 0 160 66 4400 62 3100 71 28 63 160
구로구 1959 남 0 1 440 NA NA NA 세대주 0 0 0 0 0 6 51640 14 235170 295440 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 65000 1 0 0 1 0 0 0 0 0 48000 54048.67 168000 0 0 0 0 0 0 0 0 0 0 0 0.99 0 0 3 0 1 3 NA NA NA NA NA NA NA NA NA
노원구 1955 남 0 0 420 NA NA NA 세대주 0 1 1 0 0 6 40000 26 854680 869750 0 198000 240000 17000 0 2840 2840 0 1109 1380 0 0 3 1 1 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 867000 18 0 2 1 0.6 0.05 0.36 0.23 0 616000 1556205.08 5046000 181000 0.01 0 0.24 0 0 0.01 0 0 0 0 0 0.01 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
노원구 1980 여 2 0 420 41 18 250 세대주 0 1 1 0 0 6 36000 34 930360 838310 0 4000 0 3000 0 5548 1316 4232 4461 816 0 313 3 2 2 1961000 0.327726984 0 0.047083557 0.032513568 0.075001222 0 0.041118662 0 0 0 0 0.024006258 0.195228084 0.015890089 0 0.005035936 0.146335501 0 0.090060138 839000 0 0 31000 0 269000 0 1002000 27 1800000 60 0.72 0.13 0.19 0.11 0.4 0 1484000 1496466.9 5840000 262000 0.02 0.01 0.26 0 0 0.22 0 0 0 0 0.03 0.02 0 0 0 0 0 96 50 2400 49 2900 58 46 40 97
양천구 1946 남 0 0 910 NA NA NA 세대주 0 0 0 0 0 6 25000 68 176270 176250 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 65000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 33000 2 1 0 0 0 0 0 37000 101676.43 277000 0 0.04 0 0.02 0 0 0.52 0 0.14 0 0 0 0.69 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
마포구 1973 남 2 0 420 NA NA NA 세대주 0 1 1 0 0 6 61400 9 384000 377960 1 37000 0 40000 0 1717 1469 248 2042 0 0 0 1 2 1 2203000 0.826047633 0 0 0 0 0 0 0 0 0.098733796 0 0 0 0 0 0 0.022158577 0.053059994 0 0 0 0 0 0 0 0 264000 8 1670000 81 0.78 0.11 0.25 0.2 0.15 0.02 843000 1087655.87 2254000 0 0.02 0.01 0 0 0 0.18 0 0.1 0 0.01 0.01 0.01 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
마포구 1946 남 2 0 910 NA NA NA 세대주 0 0 1 0 0 6 24000 71 493500 486950 0 2179 0 3820 0 364 0 364 324 0 0 0 0 2 1 1085000 0 0 0 0 0 0 0 0 0 0 0 0.570125428 0 0.010376283 0 0 0 0.41949829 0 0 0 0 0 0 0 0 141000 2 1087000 6 0.99 1 0 0.16 0 0 486000 69488.03 494000 125000 0 0.01 0.01 0 0 0.05 0 0 0 0.01 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA
성동구 1959 남 0 0 420 NA NA NA 세대주 0 0 0 0 0 6 43000 22 460710 472890 0 0 0 0 0 1138 1138 0 969 0 0 0 1 2 1 1320000 0.304774898 0 0 0 0.596589359 0 0 0 0 0 0 0 0 0.098635744 0 0 0 0 0 0 0 0 19000 47000 0 0 18000 3 1274000 63 0.7 0.03 0.1 0.24 0.5 0 515000 281257.24 1302000 135000 0.03 0.08 0.01 0 0 0.21 0 0.27 0 0 0 0 0 21 1 5 18 NA NA NA NA NA NA NA NA NA
중랑구 1980 남 4 0 420 92 16 1500 세대주 0 0 1 0 0 6 65000 7 283000 283750 0 441214 300000 40000 0 9492 9442 50 9824 992 0 0 2 2 3 9060000 0.260167537 0 0 0 0.089474323 0.008134029 0.026708753 0.031686294 0 0 0 0.23260896 0 0 0.000971227 0 0.167779531 0.091902392 0.090566954 0 0 0 219000 158000 0 0 2094000 27 7946000 329 0.66 0.22 0.15 0.09 0.33 0.01 5009000 1563318.11 10227000 1890000 0.01 0.02 0.02 0 0 0.23 0 0.02 0.01 0 0.06 0 0 3 0 0 3 150 88 6800 40 3600 46 110 190 170
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