Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 438 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 30.5 KiB |
Average record size in memory | 71.3 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 1 |
Text | 1 |
Dataset
Description | 고유번호,기준연도,행정동코드,행정동명,2005년사용량,2006년사용량,경도,위도 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-1341/S/1/datasetView.do |
기준연도 has constant value "" | Constant |
고유번호 is highly overall correlated with 행정동코드 and 1 other fields | High correlation |
행정동코드 is highly overall correlated with 고유번호 and 1 other fields | High correlation |
2005년사용량 is highly overall correlated with 2006년사용량 | High correlation |
2006년사용량 is highly overall correlated with 2005년사용량 | High correlation |
위도 is highly overall correlated with 고유번호 and 1 other fields | High correlation |
고유번호 has unique values | Unique |
행정동코드 has unique values | Unique |
경도 has unique values | Unique |
위도 has unique values | Unique |
2005년사용량 has 326 (74.4%) zeros | Zeros |
2006년사용량 has 325 (74.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 08:45:51.439428 |
---|---|
Analysis finished | 2023-12-11 08:45:56.363161 |
Duration | 4.92 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
고유번호
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 438 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 219.5 |
Minimum | 1 |
---|---|
Maximum | 438 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 22.85 |
Q1 | 110.25 |
median | 219.5 |
Q3 | 328.75 |
95-th percentile | 416.15 |
Maximum | 438 |
Range | 437 |
Interquartile range (IQR) | 218.5 |
Descriptive statistics
Standard deviation | 126.58396 |
---|---|
Coefficient of variation (CV) | 0.57669232 |
Kurtosis | -1.2 |
Mean | 219.5 |
Median Absolute Deviation (MAD) | 109.5 |
Skewness | 0 |
Sum | 96141 |
Variance | 16023.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 1 | 0.2% |
275 | 1 | 0.2% |
283 | 1 | 0.2% |
294 | 1 | 0.2% |
293 | 1 | 0.2% |
292 | 1 | 0.2% |
289 | 1 | 0.2% |
287 | 1 | 0.2% |
286 | 1 | 0.2% |
279 | 1 | 0.2% |
Other values (428) | 428 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
438 | 1 | |
437 | 1 | |
436 | 1 | |
435 | 1 | |
434 | 1 | |
433 | 1 | |
432 | 1 | |
431 | 1 | |
430 | 1 | |
429 | 1 |
기준연도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.6 KiB |
2008 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2008 |
---|---|
2nd row | 2008 |
3rd row | 2008 |
4th row | 2008 |
5th row | 2008 |
Common Values
Value | Count | Frequency (%) |
2008 | 438 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2008 | 438 |
행정동코드
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 438 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1113545.7 |
Minimum | 1101053 |
---|---|
Maximum | 1125074 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.0 KiB |
Quantile statistics
Minimum | 1101053 |
---|---|
5-th percentile | 1102057.9 |
Q1 | 1107061.2 |
median | 1114060.5 |
Q3 | 1120072.8 |
95-th percentile | 1124075.3 |
Maximum | 1125074 |
Range | 24021 |
Interquartile range (IQR) | 13011.5 |
Descriptive statistics
Standard deviation | 7427.8897 |
---|---|
Coefficient of variation (CV) | 0.0066704851 |
Kurtosis | -1.2748023 |
Mean | 1113545.7 |
Median Absolute Deviation (MAD) | 6996 |
Skewness | -0.052988859 |
Sum | 4.87733 × 108 |
Variance | 55173546 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1103057 | 1 | 0.2% |
1118052 | 1 | 0.2% |
1115063 | 1 | 0.2% |
1119076 | 1 | 0.2% |
1121065 | 1 | 0.2% |
1121061 | 1 | 0.2% |
1122053 | 1 | 0.2% |
1120065 | 1 | 0.2% |
1120056 | 1 | 0.2% |
1117067 | 1 | 0.2% |
Other values (428) | 428 |
Value | Count | Frequency (%) |
1101053 | 1 | |
1101054 | 1 | |
1101055 | 1 | |
1101056 | 1 | |
1101057 | 1 | |
1101058 | 1 | |
1101060 | 1 | |
1101061 | 1 | |
1101063 | 1 | |
1101064 | 1 |
Value | Count | Frequency (%) |
1125074 | 1 | |
1125073 | 1 | |
1125072 | 1 | |
1125071 | 1 | |
1125070 | 1 | |
1125067 | 1 | |
1125066 | 1 | |
1125065 | 1 | |
1125063 | 1 | |
1125061 | 1 |
행정동명
Text
Distinct | 437 |
---|---|
Distinct (%) | 99.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.6 KiB |
Value | Count | Frequency (%) |
신사동 | 2 | 0.5% |
수궁동 | 1 | 0.2% |
가산동 | 1 | 0.2% |
신원동 | 1 | 0.2% |
중앙동 | 1 | 0.2% |
서초3동 | 1 | 0.2% |
사당3동 | 1 | 0.2% |
상도4동 | 1 | 0.2% |
오류1동 | 1 | 0.2% |
신월6동 | 1 | 0.2% |
Other values (427) | 427 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 439 | |
1 | 101 | 6.0% |
2 | 101 | 6.0% |
3 | 52 | 3.1% |
신 | 42 | 2.5% |
4 | 30 | 1.8% |
가 | 24 | 1.4% |
계 | 19 | 1.1% |
곡 | 18 | 1.1% |
상 | 16 | 1.0% |
Other values (177) | 835 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1354 | |
Decimal Number | 314 | 18.7% |
Other Punctuation | 9 | 0.5% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 439 | |
신 | 42 | 3.1% |
가 | 24 | 1.8% |
계 | 19 | 1.4% |
곡 | 18 | 1.3% |
상 | 16 | 1.2% |
화 | 16 | 1.2% |
정 | 16 | 1.2% |
성 | 16 | 1.2% |
방 | 16 | 1.2% |
Other values (166) | 732 |
Decimal Number
Value | Count | Frequency (%) |
1 | 101 | |
2 | 101 | |
3 | 52 | |
4 | 30 | 9.6% |
5 | 11 | 3.5% |
6 | 8 | 2.5% |
7 | 6 | 1.9% |
8 | 3 | 1.0% |
9 | 1 | 0.3% |
0 | 1 | 0.3% |
Other Punctuation
Value | Count | Frequency (%) |
. | 9 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1354 | |
Common | 323 | 19.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 439 | |
신 | 42 | 3.1% |
가 | 24 | 1.8% |
계 | 19 | 1.4% |
곡 | 18 | 1.3% |
상 | 16 | 1.2% |
화 | 16 | 1.2% |
정 | 16 | 1.2% |
성 | 16 | 1.2% |
방 | 16 | 1.2% |
Other values (166) | 732 |
Common
Value | Count | Frequency (%) |
1 | 101 | |
2 | 101 | |
3 | 52 | |
4 | 30 | 9.3% |
5 | 11 | 3.4% |
. | 9 | 2.8% |
6 | 8 | 2.5% |
7 | 6 | 1.9% |
8 | 3 | 0.9% |
9 | 1 | 0.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1354 | |
ASCII | 323 | 19.3% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 439 | |
신 | 42 | 3.1% |
가 | 24 | 1.8% |
계 | 19 | 1.4% |
곡 | 18 | 1.3% |
상 | 16 | 1.2% |
화 | 16 | 1.2% |
정 | 16 | 1.2% |
성 | 16 | 1.2% |
방 | 16 | 1.2% |
Other values (166) | 732 |
ASCII
Value | Count | Frequency (%) |
1 | 101 | |
2 | 101 | |
3 | 52 | |
4 | 30 | 9.3% |
5 | 11 | 3.4% |
. | 9 | 2.8% |
6 | 8 | 2.5% |
7 | 6 | 1.9% |
8 | 3 | 0.9% |
9 | 1 | 0.3% |
2005년사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 113 |
---|---|
Distinct (%) | 25.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11565.648 |
Minimum | 0 |
---|---|
Maximum | 299852.16 |
Zeros | 326 |
Zeros (%) | 74.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 334.21 |
95-th percentile | 73337.627 |
Maximum | 299852.16 |
Range | 299852.16 |
Interquartile range (IQR) | 334.21 |
Descriptive statistics
Standard deviation | 30676.595 |
---|---|
Coefficient of variation (CV) | 2.6523887 |
Kurtosis | 25.631933 |
Mean | 11565.648 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.2956773 |
Sum | 5065754 |
Variance | 9.4105347 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 326 | |
20705.99 | 1 | 0.2% |
48486.7 | 1 | 0.2% |
16441.38 | 1 | 0.2% |
16711.2 | 1 | 0.2% |
350.08 | 1 | 0.2% |
62456.37 | 1 | 0.2% |
47679.06 | 1 | 0.2% |
39454.5 | 1 | 0.2% |
6411.1 | 1 | 0.2% |
Other values (103) | 103 | 23.5% |
Value | Count | Frequency (%) |
0.0 | 326 | |
142.8 | 1 | 0.2% |
286.6 | 1 | 0.2% |
350.08 | 1 | 0.2% |
367.6 | 1 | 0.2% |
374.1 | 1 | 0.2% |
563.02 | 1 | 0.2% |
805.0 | 1 | 0.2% |
2035.0 | 1 | 0.2% |
2401.5 | 1 | 0.2% |
Value | Count | Frequency (%) |
299852.16 | 1 | |
198098.9 | 1 | |
180946.18 | 1 | |
172459.0099 | 1 | |
143993.0001 | 1 | |
115285.3 | 1 | |
113897.3 | 1 | |
112021.3 | 1 | |
111990.0 | 1 | |
104380.2 | 1 |
2006년사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 114 |
---|---|
Distinct (%) | 26.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10576.106 |
Minimum | 0 |
---|---|
Maximum | 262022.67 |
Zeros | 325 |
Zeros (%) | 74.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 347.35 |
95-th percentile | 65001.734 |
Maximum | 262022.67 |
Range | 262022.67 |
Interquartile range (IQR) | 347.35 |
Descriptive statistics
Standard deviation | 28031.928 |
---|---|
Coefficient of variation (CV) | 2.6504961 |
Kurtosis | 24.875471 |
Mean | 10576.106 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.2913354 |
Sum | 4632334.6 |
Variance | 7.8578901 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 325 | |
83577.99 | 1 | 0.2% |
14678.8 | 1 | 0.2% |
15090.0 | 1 | 0.2% |
572.26 | 1 | 0.2% |
57613.82 | 1 | 0.2% |
39686.25 | 1 | 0.2% |
34867.8 | 1 | 0.2% |
5908.8 | 1 | 0.2% |
40222.55 | 1 | 0.2% |
Other values (104) | 104 | 23.7% |
Value | Count | Frequency (%) |
0.0 | 325 | |
141.0 | 1 | 0.2% |
222.2 | 1 | 0.2% |
280.3 | 1 | 0.2% |
369.7 | 1 | 0.2% |
403.04 | 1 | 0.2% |
572.26 | 1 | 0.2% |
667.8 | 1 | 0.2% |
1499.7 | 1 | 0.2% |
1525.7 | 1 | 0.2% |
Value | Count | Frequency (%) |
262022.67 | 1 | |
200547.7 | 1 | |
175677.5 | 1 | |
163398.46 | 1 | |
124751.7 | 1 | |
105319.5 | 1 | |
103321.2 | 1 | |
98582.1 | 1 | |
97807.0 | 1 | |
97337.9 | 1 |
경도
Real number (ℝ)
UNIQUE
 
Distinct | 438 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.99566 |
Minimum | 126.79474 |
---|---|
Maximum | 127.17257 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.0 KiB |
Quantile statistics
Minimum | 126.79474 |
---|---|
5-th percentile | 126.84818 |
Q1 | 126.92419 |
median | 127.01051 |
Q3 | 127.06216 |
95-th percentile | 127.12797 |
Maximum | 127.17257 |
Range | 0.3778334 |
Interquartile range (IQR) | 0.13797765 |
Descriptive statistics
Standard deviation | 0.085035585 |
---|---|
Coefficient of variation (CV) | 0.0006695944 |
Kurtosis | -0.84416474 |
Mean | 126.99566 |
Median Absolute Deviation (MAD) | 0.06347975 |
Skewness | -0.20532013 |
Sum | 55624.101 |
Variance | 0.0072310508 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.952627 | 1 | 0.2% |
126.8921307 | 1 | 0.2% |
126.8313103 | 1 | 0.2% |
126.8917569 | 1 | 0.2% |
126.9267456 | 1 | 0.2% |
126.9513359 | 1 | 0.2% |
127.0097616 | 1 | 0.2% |
126.9711251 | 1 | 0.2% |
126.9401218 | 1 | 0.2% |
126.8424577 | 1 | 0.2% |
Other values (428) | 428 |
Value | Count | Frequency (%) |
126.7947412 | 1 | |
126.8055663 | 1 | |
126.8129904 | 1 | |
126.8153977 | 1 | |
126.8253891 | 1 | |
126.8258043 | 1 | |
126.8282326 | 1 | |
126.8299898 | 1 | |
126.8313103 | 1 | |
126.8344994 | 1 |
Value | Count | Frequency (%) |
127.1725746 | 1 | |
127.1650498 | 1 | |
127.1622577 | 1 | |
127.1557966 | 1 | |
127.1545404 | 1 | |
127.1516416 | 1 | |
127.1491472 | 1 | |
127.1489329 | 1 | |
127.1485334 | 1 | |
127.1473638 | 1 |
위도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 438 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.550548 |
Minimum | 37.440609 |
---|---|
Maximum | 37.685297 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.0 KiB |
Quantile statistics
Minimum | 37.440609 |
---|---|
5-th percentile | 37.474466 |
Q1 | 37.506891 |
median | 37.549624 |
Q3 | 37.584754 |
95-th percentile | 37.646762 |
Maximum | 37.685297 |
Range | 0.244688 |
Interquartile range (IQR) | 0.07786345 |
Descriptive statistics
Standard deviation | 0.052721623 |
---|---|
Coefficient of variation (CV) | 0.0014040174 |
Kurtosis | -0.55488934 |
Mean | 37.550548 |
Median Absolute Deviation (MAD) | 0.03906035 |
Skewness | 0.32431151 |
Sum | 16447.14 |
Variance | 0.0027795695 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.5325935 | 1 | 0.2% |
37.4654438 | 1 | 0.2% |
37.5169283 | 1 | 0.2% |
37.515614 | 1 | 0.2% |
37.4791405 | 1 | 0.2% |
37.484121 | 1 | 0.2% |
37.4856591 | 1 | 0.2% |
37.4889213 | 1 | 0.2% |
37.4976735 | 1 | 0.2% |
37.4969287 | 1 | 0.2% |
Other values (428) | 428 |
Value | Count | Frequency (%) |
37.4406086 | 1 | |
37.4489992 | 1 | |
37.4506941 | 1 | |
37.452285 | 1 | |
37.453328 | 1 | |
37.4541092 | 1 | |
37.4543585 | 1 | |
37.4595548 | 1 | |
37.4614434 | 1 | |
37.4617099 | 1 |
Value | Count | Frequency (%) |
37.6852966 | 1 | |
37.6835121 | 1 | |
37.6815251 | 1 | |
37.676222 | 1 | |
37.668601 | 1 | |
37.6676017 | 1 | |
37.6661992 | 1 | |
37.6651501 | 1 | |
37.6633451 | 1 | |
37.6626127 | 1 |
고유번호 | 행정동코드 | 2005년사용량 | 2006년사용량 | 경도 | 위도 | |
---|---|---|---|---|---|---|
고유번호 | 1.000 | 0.909 | 0.192 | 0.179 | 0.755 | 0.755 |
행정동코드 | 0.909 | 1.000 | 0.245 | 0.260 | 0.895 | 0.878 |
2005년사용량 | 0.192 | 0.245 | 1.000 | 0.998 | 0.176 | 0.145 |
2006년사용량 | 0.179 | 0.260 | 0.998 | 1.000 | 0.207 | 0.171 |
경도 | 0.755 | 0.895 | 0.176 | 0.207 | 1.000 | 0.453 |
위도 | 0.755 | 0.878 | 0.145 | 0.171 | 0.453 | 1.000 |
고유번호 | 행정동코드 | 2005년사용량 | 2006년사용량 | 경도 | 위도 | |
---|---|---|---|---|---|---|
고유번호 | 1.000 | 0.918 | 0.209 | 0.203 | -0.034 | -0.584 |
행정동코드 | 0.918 | 1.000 | 0.294 | 0.287 | 0.009 | -0.630 |
2005년사용량 | 0.209 | 0.294 | 1.000 | 0.996 | 0.169 | -0.119 |
2006년사용량 | 0.203 | 0.287 | 0.996 | 1.000 | 0.168 | -0.119 |
경도 | -0.034 | 0.009 | 0.169 | 0.168 | 1.000 | 0.215 |
위도 | -0.584 | -0.630 | -0.119 | -0.119 | 0.215 | 1.000 |
고유번호 | 기준연도 | 행정동코드 | 행정동명 | 2005년사용량 | 2006년사용량 | 경도 | 위도 | |
---|---|---|---|---|---|---|---|---|
0 | 4 | 2008 | 1103057 | 원효로2동 | 10290.0 | 9306.7 | 126.952627 | 37.532593 |
1 | 5 | 2008 | 1101069 | 창신3동 | 0.0 | 0.0 | 127.012994 | 37.578808 |
2 | 8 | 2008 | 1102061 | 신당1동 | 0.0 | 0.0 | 127.013737 | 37.56527 |
3 | 9 | 2008 | 1105055 | 중곡1동 | 0.0 | 0.0 | 127.077748 | 37.56191 |
4 | 13 | 2008 | 1103072 | 원효로1동 | 0.0 | 0.0 | 126.965442 | 37.537645 |
5 | 14 | 2008 | 1104058 | 응봉동 | 0.0 | 0.0 | 127.03459 | 37.550568 |
6 | 105 | 2008 | 1106066 | 장안2동 | 0.0 | 0.0 | 127.073729 | 37.574129 |
7 | 7 | 2008 | 1102066 | 신당6동 | 0.0 | 0.0 | 127.018589 | 37.560813 |
8 | 17 | 2008 | 1106055 | 제기2동 | 0.0 | 0.0 | 127.03405 | 37.584026 |
9 | 10 | 2008 | 1109074 | 우이동 | 0.0 | 0.0 | 126.998999 | 37.661931 |
고유번호 | 기준연도 | 행정동코드 | 행정동명 | 2005년사용량 | 2006년사용량 | 경도 | 위도 | |
---|---|---|---|---|---|---|---|---|
428 | 434 | 2008 | 1124065 | 가락본동 | 17385.92 | 14444.08 | 127.121396 | 37.497192 |
429 | 435 | 2008 | 1123076 | 세곡동 | 0.0 | 0.0 | 127.103474 | 37.472439 |
430 | 410 | 2008 | 1125059 | 암사3동 | 0.0 | 0.0 | 127.138425 | 37.562507 |
431 | 411 | 2008 | 1125061 | 천호1동 | 0.0 | 0.0 | 127.137564 | 37.546579 |
432 | 412 | 2008 | 1125063 | 천호3동 | 0.0 | 0.0 | 127.134073 | 37.539353 |
433 | 413 | 2008 | 1125066 | 성내2동 | 0.0 | 0.0 | 127.127793 | 37.534341 |
434 | 414 | 2008 | 1125071 | 둔촌2동 | 0.0 | 0.0 | 127.148533 | 37.531799 |
435 | 416 | 2008 | 1125073 | 천호2동 | 0.0 | 0.0 | 127.122086 | 37.543896 |
436 | 418 | 2008 | 1122068 | 내곡동 | 0.0 | 0.0 | 127.069692 | 37.452285 |
437 | 419 | 2008 | 1123052 | 논현1동 | 0.0 | 0.0 | 127.026741 | 37.512057 |