Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 810.5 KiB |
Average record size in memory | 83.0 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 6 |
Dataset
Description | 경기도 의정부시 관내의 맨홀정보를 제공하는 데이터로 관리번호, 맨홀형식, 맨홀명칭, 입력일자, 입력자, 최종수정일자, 최종수정자, 경도, 위도 등의 정보를 제공합니다. |
---|---|
Author | 경기도 의정부시 |
URL | https://www.data.go.kr/data/15062026/fileData.do |
맨홀명칭 is highly overall correlated with 관리번호 and 1 other fields | High correlation |
맨홀형식 is highly overall correlated with 관리번호 and 1 other fields | High correlation |
입력일자 is highly overall correlated with 입력자 and 2 other fields | High correlation |
최종수정자 is highly overall correlated with 입력일자 and 2 other fields | High correlation |
최종수정일자 is highly overall correlated with 입력일자 and 2 other fields | High correlation |
입력자 is highly overall correlated with 입력일자 and 2 other fields | High correlation |
관리번호 is highly overall correlated with 맨홀형식 and 1 other fields | High correlation |
맨홀명칭 is highly imbalanced (68.5%) | Imbalance |
입력일자 is highly imbalanced (78.4%) | Imbalance |
입력자 is highly imbalanced (77.3%) | Imbalance |
최종수정일자 is highly imbalanced (78.4%) | Imbalance |
최종수정자 is highly imbalanced (76.6%) | Imbalance |
Reproduction
Analysis started | 2023-12-12 19:38:49.349694 |
---|---|
Analysis finished | 2023-12-12 19:38:51.765066 |
Duration | 2.42 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
관리번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9994 |
---|---|
Distinct (%) | 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29707633 |
Minimum | 2 |
---|---|
Maximum | 2.1112901 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 1122.95 |
Q1 | 5278.5 |
median | 10650.5 |
Q3 | 15918.25 |
95-th percentile | 1.9113116 × 108 |
Maximum | 2.1112901 × 109 |
Range | 2.1112901 × 109 |
Interquartile range (IQR) | 10639.75 |
Descriptive statistics
Standard deviation | 1.3025228 × 108 |
---|---|
Coefficient of variation (CV) | 4.3844718 |
Kurtosis | 191.0117 |
Mean | 29707633 |
Median Absolute Deviation (MAD) | 5332 |
Skewness | 12.380471 |
Sum | 2.9707633 × 1011 |
Variance | 1.6965657 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
181112 | 2 | < 0.1% |
181116 | 2 | < 0.1% |
181113 | 2 | < 0.1% |
181109 | 2 | < 0.1% |
180007 | 2 | < 0.1% |
181105 | 2 | < 0.1% |
4754 | 1 | < 0.1% |
14963 | 1 | < 0.1% |
5445 | 1 | < 0.1% |
5594 | 1 | < 0.1% |
Other values (9984) | 9984 |
Value | Count | Frequency (%) |
2 | 1 | |
3 | 1 | |
5 | 1 | |
6 | 1 | |
8 | 1 | |
9 | 1 | |
12 | 1 | |
13 | 1 | |
16 | 1 | |
20 | 1 |
Value | Count | Frequency (%) |
2111290055 | 1 | |
2111290053 | 1 | |
2111290045 | 1 | |
2111290043 | 1 | |
2111290042 | 1 | |
2111290041 | 1 | |
2111290040 | 1 | |
2111290036 | 1 | |
2111290035 | 1 | |
2111290034 | 1 |
맨홀형식
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
AZB005 | |
---|---|
AZB007 | |
AZB006 | |
AZB015 | |
AZB004 | 387 |
Other values (9) |
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | AZB004 |
---|---|
2nd row | AZB005 |
3rd row | AZB006 |
4th row | AZB005 |
5th row | AZB005 |
Common Values
Value | Count | Frequency (%) |
AZB005 | 5150 | |
AZB007 | 1385 | 13.9% |
AZB006 | 1293 | 12.9% |
AZB015 | 639 | 6.4% |
AZB004 | 387 | 3.9% |
AZB999 | 369 | 3.7% |
AZB012 | 293 | 2.9% |
AZB002 | 149 | 1.5% |
AZB013 | 124 | 1.2% |
AZB010 | 100 | 1.0% |
Other values (4) | 111 | 1.1% |
Length
Value | Count | Frequency (%) |
azb005 | 5150 | |
azb007 | 1385 | 13.9% |
azb006 | 1293 | 12.9% |
azb015 | 639 | 6.4% |
azb004 | 387 | 3.9% |
azb999 | 369 | 3.7% |
azb012 | 293 | 2.9% |
azb002 | 149 | 1.5% |
azb013 | 124 | 1.2% |
azb010 | 100 | 1.0% |
Other values (4) | 111 | 1.1% |
맨홀명칭
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 9 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
공동구맨홀 | |
---|---|
통신맨홀 | 639 |
기타맨홀 | 369 |
전기맨홀 | 293 |
하수맨홀 | 124 |
Other values (4) | 182 |
Length
Max length | 6 |
---|---|
Median length | 5 |
Mean length | 4.8431 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 공동구맨홀 |
---|---|
2nd row | 공동구맨홀 |
3rd row | 공동구맨홀 |
4th row | 공동구맨홀 |
5th row | 공동구맨홀 |
Common Values
Value | Count | Frequency (%) |
공동구맨홀 | 8393 | |
통신맨홀 | 639 | 6.4% |
기타맨홀 | 369 | 3.7% |
전기맨홀 | 293 | 2.9% |
하수맨홀 | 124 | 1.2% |
가스맨홀 | 100 | 1.0% |
전화맨홀 | 61 | 0.6% |
지역난방맨홀 | 19 | 0.2% |
상수맨홀 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
공동구맨홀 | 8393 | |
통신맨홀 | 639 | 6.4% |
기타맨홀 | 369 | 3.7% |
전기맨홀 | 293 | 2.9% |
하수맨홀 | 124 | 1.2% |
가스맨홀 | 100 | 1.0% |
전화맨홀 | 61 | 0.6% |
지역난방맨홀 | 19 | 0.2% |
상수맨홀 | 2 | < 0.1% |
입력일자
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
확인불가 | |
---|---|
2019-12-16 | |
2020-11-13 | 216 |
2021-04-15 | 13 |
2021-03-04 | 4 |
Other values (2) | 4 |
Length
Max length | 10 |
---|---|
Median length | 4 |
Mean length | 4.6792 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 확인불가 |
---|---|
2nd row | 확인불가 |
3rd row | 확인불가 |
4th row | 확인불가 |
5th row | 확인불가 |
Common Values
Value | Count | Frequency (%) |
확인불가 | 8868 | |
2019-12-16 | 895 | 8.9% |
2020-11-13 | 216 | 2.2% |
2021-04-15 | 13 | 0.1% |
2021-03-04 | 4 | < 0.1% |
2021-01-18 | 2 | < 0.1% |
2020-01-13 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
확인불가 | 8868 | |
2019-12-16 | 895 | 8.9% |
2020-11-13 | 216 | 2.2% |
2021-04-15 | 13 | 0.1% |
2021-03-04 | 4 | < 0.1% |
2021-01-18 | 2 | < 0.1% |
2020-01-13 | 2 | < 0.1% |
입력자
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
확인불가 | |
---|---|
지오스토리컨소시엄 | |
(주)유현정보기술 | 17 |
디에스정보기술 | 2 |
제일항업(주) | 2 |
Length
Max length | 9 |
---|---|
Median length | 4 |
Mean length | 4.5652 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 확인불가 |
---|---|
2nd row | 확인불가 |
3rd row | 확인불가 |
4th row | 확인불가 |
5th row | 확인불가 |
Common Values
Value | Count | Frequency (%) |
확인불가 | 8868 | |
지오스토리컨소시엄 | 1111 | 11.1% |
(주)유현정보기술 | 17 | 0.2% |
디에스정보기술 | 2 | < 0.1% |
제일항업(주) | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
확인불가 | 8868 | |
지오스토리컨소시엄 | 1111 | 11.1% |
주)유현정보기술 | 17 | 0.2% |
디에스정보기술 | 2 | < 0.1% |
제일항업(주 | 2 | < 0.1% |
최종수정일자
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
확인불가 | |
---|---|
2019-12-16 | |
2020-11-13 | 216 |
2021-04-15 | 13 |
2021-03-04 | 4 |
Other values (2) | 4 |
Length
Max length | 10 |
---|---|
Median length | 4 |
Mean length | 4.6792 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 확인불가 |
---|---|
2nd row | 확인불가 |
3rd row | 확인불가 |
4th row | 확인불가 |
5th row | 확인불가 |
Common Values
Value | Count | Frequency (%) |
확인불가 | 8868 | |
2019-12-16 | 895 | 8.9% |
2020-11-13 | 216 | 2.2% |
2021-04-15 | 13 | 0.1% |
2021-03-04 | 4 | < 0.1% |
2021-01-18 | 2 | < 0.1% |
2020-01-13 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
확인불가 | 8868 | |
2019-12-16 | 895 | 8.9% |
2020-11-13 | 216 | 2.2% |
2021-04-15 | 13 | 0.1% |
2021-03-04 | 4 | < 0.1% |
2021-01-18 | 2 | < 0.1% |
2020-01-13 | 2 | < 0.1% |
최종수정자
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
확인불가 | |
---|---|
컨소시엄 | |
지오스토리컨소시엄 | 216 |
유현정보 | 17 |
디에스정보기술 | 2 |
Length
Max length | 9 |
---|---|
Median length | 4 |
Mean length | 4.1086 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 확인불가 |
---|---|
2nd row | 확인불가 |
3rd row | 확인불가 |
4th row | 확인불가 |
5th row | 확인불가 |
Common Values
Value | Count | Frequency (%) |
확인불가 | 8868 | |
컨소시엄 | 895 | 8.9% |
지오스토리컨소시엄 | 216 | 2.2% |
유현정보 | 17 | 0.2% |
디에스정보기술 | 2 | < 0.1% |
제일항업 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
확인불가 | 8868 | |
컨소시엄 | 895 | 8.9% |
지오스토리컨소시엄 | 216 | 2.2% |
유현정보 | 17 | 0.2% |
디에스정보기술 | 2 | < 0.1% |
제일항업 | 2 | < 0.1% |
경도
Real number (ℝ)
Distinct | 9877 |
---|---|
Distinct (%) | 98.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.05948 |
Minimum | 127.00597 |
---|---|
Maximum | 127.12002 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 127.00597 |
---|---|
5-th percentile | 127.03163 |
Q1 | 127.0425 |
median | 127.05234 |
Q3 | 127.07771 |
95-th percentile | 127.10257 |
Maximum | 127.12002 |
Range | 0.1140533 |
Interquartile range (IQR) | 0.035209725 |
Descriptive statistics
Standard deviation | 0.022788578 |
---|---|
Coefficient of variation (CV) | 0.00017935363 |
Kurtosis | -0.48099484 |
Mean | 127.05948 |
Median Absolute Deviation (MAD) | 0.013539 |
Skewness | 0.67954737 |
Sum | 1270594.8 |
Variance | 0.0005193193 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.0415376 | 4 | < 0.1% |
127.0462266 | 3 | < 0.1% |
127.0398652 | 2 | < 0.1% |
127.0462482 | 2 | < 0.1% |
127.0565097 | 2 | < 0.1% |
127.0352701 | 2 | < 0.1% |
127.0561813 | 2 | < 0.1% |
127.0570886 | 2 | < 0.1% |
127.046258 | 2 | < 0.1% |
127.0440091 | 2 | < 0.1% |
Other values (9867) | 9977 |
Value | Count | Frequency (%) |
127.0059703 | 1 | |
127.0060036 | 1 | |
127.0070145 | 1 | |
127.0089528 | 1 | |
127.0097411 | 1 | |
127.0109067 | 1 | |
127.0109129 | 1 | |
127.0111009 | 1 | |
127.0117759 | 1 | |
127.0118456 | 1 |
Value | Count | Frequency (%) |
127.1200236 | 1 | |
127.1199977 | 1 | |
127.119975 | 1 | |
127.1199725 | 1 | |
127.119954 | 1 | |
127.1199534 | 1 | |
127.1199367 | 1 | |
127.1199219 | 1 | |
127.119373 | 1 | |
127.1192986 | 1 |
위도
Real number (ℝ)
Distinct | 9947 |
---|---|
Distinct (%) | 99.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.741083 |
Minimum | 37.687382 |
---|---|
Maximum | 37.776857 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 37.687382 |
---|---|
5-th percentile | 37.716192 |
Q1 | 37.734015 |
median | 37.742978 |
Q3 | 37.749718 |
95-th percentile | 37.758553 |
Maximum | 37.776857 |
Range | 0.08947422 |
Interquartile range (IQR) | 0.015702448 |
Descriptive statistics
Standard deviation | 0.012465944 |
---|---|
Coefficient of variation (CV) | 0.0003303017 |
Kurtosis | 1.331087 |
Mean | 37.741083 |
Median Absolute Deviation (MAD) | 0.007708395 |
Skewness | -0.89911051 |
Sum | 377410.83 |
Variance | 0.00015539975 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.73444566 | 2 | < 0.1% |
37.75586062 | 2 | < 0.1% |
37.75302819 | 2 | < 0.1% |
37.74444956 | 2 | < 0.1% |
37.7533412 | 2 | < 0.1% |
37.75396176 | 2 | < 0.1% |
37.75304104 | 2 | < 0.1% |
37.74136836 | 2 | < 0.1% |
37.75851239 | 2 | < 0.1% |
37.73538433 | 2 | < 0.1% |
Other values (9937) | 9980 |
Value | Count | Frequency (%) |
37.68738249 | 1 | |
37.68817949 | 1 | |
37.68882172 | 1 | |
37.68910498 | 1 | |
37.68922069 | 1 | |
37.68924439 | 1 | |
37.68931929 | 1 | |
37.68932726 | 1 | |
37.68939934 | 1 | |
37.68940206 | 1 |
Value | Count | Frequency (%) |
37.77685671 | 1 | |
37.77523136 | 1 | |
37.77270637 | 1 | |
37.77219735 | 1 | |
37.77117088 | 1 | |
37.77089869 | 1 | |
37.77087015 | 1 | |
37.77041809 | 1 | |
37.76977943 | 1 | |
37.76972585 | 1 |
관리번호 | 맨홀형식 | 맨홀명칭 | 입력일자 | 입력자 | 최종수정일자 | 최종수정자 | 경도 | 위도 | |
---|---|---|---|---|---|---|---|---|---|
관리번호 | 1.000 | 0.780 | 0.890 | 0.010 | 0.021 | 0.010 | 0.029 | 0.240 | 0.178 |
맨홀형식 | 0.780 | 1.000 | 1.000 | 0.746 | 0.699 | 0.746 | 0.672 | 0.491 | 0.263 |
맨홀명칭 | 0.890 | 1.000 | 1.000 | 0.606 | 0.659 | 0.606 | 0.673 | 0.440 | 0.234 |
입력일자 | 0.010 | 0.746 | 0.606 | 1.000 | 1.000 | 1.000 | 1.000 | 0.514 | 0.349 |
입력자 | 0.021 | 0.699 | 0.659 | 1.000 | 1.000 | 1.000 | 1.000 | 0.622 | 0.319 |
최종수정일자 | 0.010 | 0.746 | 0.606 | 1.000 | 1.000 | 1.000 | 1.000 | 0.514 | 0.349 |
최종수정자 | 0.029 | 0.672 | 0.673 | 1.000 | 1.000 | 1.000 | 1.000 | 0.537 | 0.364 |
경도 | 0.240 | 0.491 | 0.440 | 0.514 | 0.622 | 0.514 | 0.537 | 1.000 | 0.589 |
위도 | 0.178 | 0.263 | 0.234 | 0.349 | 0.319 | 0.349 | 0.364 | 0.589 | 1.000 |
맨홀명칭 | 맨홀형식 | 입력일자 | 최종수정자 | 최종수정일자 | 입력자 | |
---|---|---|---|---|---|---|
맨홀명칭 | 1.000 | 1.000 | 0.376 | 0.411 | 0.376 | 0.458 |
맨홀형식 | 1.000 | 1.000 | 0.375 | 0.411 | 0.375 | 0.457 |
입력일자 | 0.376 | 0.375 | 1.000 | 1.000 | 1.000 | 1.000 |
최종수정자 | 0.411 | 0.411 | 1.000 | 1.000 | 1.000 | 1.000 |
최종수정일자 | 0.376 | 0.375 | 1.000 | 1.000 | 1.000 | 1.000 |
입력자 | 0.458 | 0.457 | 1.000 | 1.000 | 1.000 | 1.000 |
관리번호 | 경도 | 위도 | 맨홀형식 | 맨홀명칭 | 입력일자 | 입력자 | 최종수정일자 | 최종수정자 | |
---|---|---|---|---|---|---|---|---|---|
관리번호 | 1.000 | -0.229 | 0.383 | 0.621 | 0.621 | 0.007 | 0.016 | 0.007 | 0.012 |
경도 | -0.229 | 1.000 | -0.025 | 0.223 | 0.217 | 0.291 | 0.306 | 0.291 | 0.318 |
위도 | 0.383 | -0.025 | 1.000 | 0.109 | 0.108 | 0.185 | 0.138 | 0.185 | 0.201 |
맨홀형식 | 0.621 | 0.223 | 0.109 | 1.000 | 1.000 | 0.375 | 0.457 | 0.375 | 0.411 |
맨홀명칭 | 0.621 | 0.217 | 0.108 | 1.000 | 1.000 | 0.376 | 0.458 | 0.376 | 0.411 |
입력일자 | 0.007 | 0.291 | 0.185 | 0.375 | 0.376 | 1.000 | 1.000 | 1.000 | 1.000 |
입력자 | 0.016 | 0.306 | 0.138 | 0.457 | 0.458 | 1.000 | 1.000 | 1.000 | 1.000 |
최종수정일자 | 0.007 | 0.291 | 0.185 | 0.375 | 0.376 | 1.000 | 1.000 | 1.000 | 1.000 |
최종수정자 | 0.012 | 0.318 | 0.201 | 0.411 | 0.411 | 1.000 | 1.000 | 1.000 | 1.000 |
관리번호 | 맨홀형식 | 맨홀명칭 | 입력일자 | 입력자 | 최종수정일자 | 최종수정자 | 경도 | 위도 | |
---|---|---|---|---|---|---|---|---|---|
10213 | 4754 | AZB004 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.056449 | 37.730644 |
3519 | 16793 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.023433 | 37.755919 |
18683 | 3851 | AZB006 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.056158 | 37.751854 |
5098 | 9672 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.049174 | 37.705097 |
6257 | 17009 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.038775 | 37.758918 |
6658 | 6548 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.084914 | 37.738029 |
19923 | 202031591 | AZB012 | 전기맨홀 | 2020-11-13 | 지오스토리컨소시엄 | 2020-11-13 | 지오스토리컨소시엄 | 127.040814 | 37.763108 |
2450 | 20218 | AZB000 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.036716 | 37.73511 |
392 | 191120024 | AZB015 | 통신맨홀 | 2019-12-16 | 지오스토리컨소시엄 | 2019-12-16 | 컨소시엄 | 127.107207 | 37.710867 |
13144 | 6663 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.081241 | 37.742618 |
관리번호 | 맨홀형식 | 맨홀명칭 | 입력일자 | 입력자 | 최종수정일자 | 최종수정자 | 경도 | 위도 | |
---|---|---|---|---|---|---|---|---|---|
16996 | 7391 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.083511 | 37.748492 |
9042 | 3789 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.053042 | 37.748823 |
16779 | 10289 | AZB006 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.052806 | 37.733309 |
1371 | 191130958 | AZB015 | 통신맨홀 | 2019-12-16 | 지오스토리컨소시엄 | 2019-12-16 | 컨소시엄 | 127.102096 | 37.750582 |
190 | 191110054 | AZB999 | 기타맨홀 | 2019-12-16 | 지오스토리컨소시엄 | 2019-12-16 | 컨소시엄 | 127.060589 | 37.751379 |
8073 | 4678 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.05716 | 37.732375 |
16926 | 7252 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.078759 | 37.744139 |
2846 | 9605 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.048222 | 37.705581 |
11160 | 592 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.048241 | 37.743064 |
2625 | 1866 | AZB005 | 공동구맨홀 | 확인불가 | 확인불가 | 확인불가 | 확인불가 | 127.05467 | 37.736272 |