Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 4318 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 324.8 KiB |
Average record size in memory | 77.0 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 5 |
Dataset
Description | 경기도 광주시 관내 포장 현황에 대한 데이터로 지형지물부호, 관리번호, 법정구역, 관리기관, 도로구간번호, 연장(미터), 면적(제곱미터), 폭원(미터) 등을 제공합니다. |
---|---|
Author | 경기도 광주시 |
URL | https://www.data.go.kr/data/15042245/fileData.do |
관리기관 has constant value "" | Constant |
데이터기준일자 has constant value "" | Constant |
관리번호 is highly overall correlated with 법정구역 | High correlation |
연장 is highly overall correlated with 면적 | High correlation |
면적 is highly overall correlated with 연장 and 1 other fields | High correlation |
폭원 is highly overall correlated with 면적 | High correlation |
법정구역 is highly overall correlated with 관리번호 | High correlation |
지형지물부호 is highly imbalanced (51.2%) | Imbalance |
Reproduction
Analysis started | 2023-12-12 11:23:41.756545 |
---|---|
Analysis finished | 2023-12-12 11:23:47.307637 |
Duration | 5.55 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
지형지물부호
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 33.9 KiB |
보도포장 | |
---|---|
차도포장 | |
차도면 | 2 |
보도면 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9993052 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 차도면 |
---|---|
2nd row | 차도면 |
3rd row | 보도면 |
4th row | 차도포장 |
5th row | 차도포장 |
Common Values
Value | Count | Frequency (%) |
보도포장 | 2614 | |
차도포장 | 1701 | |
차도면 | 2 | < 0.1% |
보도면 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
보도포장 | 2614 | |
차도포장 | 1701 | |
차도면 | 2 | < 0.1% |
보도면 | 1 | < 0.1% |
관리번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 4304 |
---|---|
Distinct (%) | 99.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12636.152 |
Minimum | 1 |
---|---|
Maximum | 221206 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 38.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 213.85 |
Q1 | 1077.25 |
median | 2374.5 |
Q3 | 3453.75 |
95-th percentile | 4517.15 |
Maximum | 221206 |
Range | 221205 |
Interquartile range (IQR) | 2376.5 |
Descriptive statistics
Standard deviation | 46682.775 |
---|---|
Coefficient of variation (CV) | 3.6943822 |
Kurtosis | 16.003191 |
Mean | 12636.152 |
Median Absolute Deviation (MAD) | 1188.5 |
Skewness | 4.2402187 |
Sum | 54562904 |
Variance | 2.1792815 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 2 | < 0.1% |
1305 | 2 | < 0.1% |
1307 | 2 | < 0.1% |
1304 | 2 | < 0.1% |
1303 | 2 | < 0.1% |
1201 | 2 | < 0.1% |
1202 | 2 | < 0.1% |
1203 | 2 | < 0.1% |
1204 | 2 | < 0.1% |
1601 | 2 | < 0.1% |
Other values (4294) | 4298 |
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 (%) |
221206 | 1 | |
221205 | 1 | |
221204 | 1 | |
221203 | 1 | |
221202 | 1 | |
221201 | 1 | |
221200 | 1 | |
221199 | 1 | |
221198 | 1 | |
221197 | 1 |
법정구역
Categorical
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 33.9 KiB |
태전동 | |
---|---|
송정동 | |
역동 | |
경안동 | |
곤지암읍 | |
Other values (22) |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 2.9761464 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 회덕동 |
---|---|
2nd row | 태전동 |
3rd row | 태전동 |
4th row | 곤지암읍 |
5th row | 곤지암읍 |
Common Values
Value | Count | Frequency (%) |
태전동 | 857 | |
송정동 | 548 | |
역동 | 491 | |
경안동 | 406 | |
곤지암읍 | 394 | |
신현동 | 298 | 6.9% |
고산동 | 272 | 6.3% |
양벌동 | 255 | 5.9% |
초월읍 | 201 | 4.7% |
장지동 | 181 | 4.2% |
Other values (17) | 415 |
Length
Value | Count | Frequency (%) |
태전동 | 857 | |
송정동 | 548 | |
역동 | 491 | |
경안동 | 406 | |
곤지암읍 | 394 | |
신현동 | 298 | 6.9% |
고산동 | 272 | 6.3% |
양벌동 | 255 | 5.9% |
초월읍 | 201 | 4.7% |
장지동 | 181 | 4.2% |
Other values (17) | 415 |
관리기관
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 33.9 KiB |
광주시 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 광주시 |
---|---|
2nd row | 광주시 |
3rd row | 광주시 |
4th row | 광주시 |
5th row | 광주시 |
Common Values
Value | Count | Frequency (%) |
광주시 | 4318 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
광주시 | 4318 |
도로구간번호
Real number (ℝ)
Distinct | 1415 |
---|---|
Distinct (%) | 32.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23312.859 |
Minimum | 1 |
---|---|
Maximum | 900424 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 38.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 694.4 |
Q1 | 5360.25 |
median | 7070 |
Q3 | 8608 |
95-th percentile | 160231.75 |
Maximum | 900424 |
Range | 900423 |
Interquartile range (IQR) | 3247.75 |
Descriptive statistics
Standard deviation | 60025.33 |
---|---|
Coefficient of variation (CV) | 2.5747734 |
Kurtosis | 89.61034 |
Mean | 23312.859 |
Median Absolute Deviation (MAD) | 1600 |
Skewness | 7.4312424 |
Sum | 1.0066492 × 108 |
Variance | 3.6030403 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8924 | 27 | 0.6% |
8910 | 22 | 0.5% |
9134 | 22 | 0.5% |
9065 | 22 | 0.5% |
9042 | 22 | 0.5% |
122005 | 21 | 0.5% |
100224 | 19 | 0.4% |
7 | 19 | 0.4% |
9020 | 18 | 0.4% |
5016 | 17 | 0.4% |
Other values (1405) | 4109 |
Value | Count | Frequency (%) |
1 | 17 | |
2 | 8 | |
3 | 2 | < 0.1% |
4 | 6 | 0.1% |
5 | 10 | |
6 | 5 | 0.1% |
7 | 19 | |
8 | 5 | 0.1% |
9 | 12 | |
10 | 5 | 0.1% |
Value | Count | Frequency (%) |
900424 | 2 | |
900301 | 1 | < 0.1% |
900295 | 1 | < 0.1% |
900040 | 1 | < 0.1% |
900013 | 3 | |
700001 | 1 | < 0.1% |
360678 | 1 | < 0.1% |
360578 | 1 | < 0.1% |
360538 | 1 | < 0.1% |
360310 | 1 | < 0.1% |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 3206 |
---|---|
Distinct (%) | 74.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 56.078059 |
Minimum | 0 |
---|---|
Maximum | 2472 |
Zeros | 8 |
Zeros (%) | 0.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 38.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.66 |
Q1 | 9.705 |
median | 27.06 |
Q3 | 60.0225 |
95-th percentile | 196.943 |
Maximum | 2472 |
Range | 2472 |
Interquartile range (IQR) | 50.3175 |
Descriptive statistics
Standard deviation | 107.96597 |
---|---|
Coefficient of variation (CV) | 1.9252801 |
Kurtosis | 113.64959 |
Mean | 56.078059 |
Median Absolute Deviation (MAD) | 20.93 |
Skewness | 8.2024873 |
Sum | 242145.06 |
Variance | 11656.65 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.0 | 39 | 0.9% |
3.0 | 26 | 0.6% |
4.0 | 22 | 0.5% |
6.0 | 22 | 0.5% |
5.0 | 22 | 0.5% |
7.0 | 16 | 0.4% |
8.0 | 15 | 0.3% |
9.0 | 14 | 0.3% |
10.0 | 11 | 0.3% |
4.03 | 11 | 0.3% |
Other values (3196) | 4120 |
Value | Count | Frequency (%) |
0.0 | 8 | |
0.03 | 1 | < 0.1% |
0.1 | 2 | < 0.1% |
0.2 | 1 | < 0.1% |
0.25 | 1 | < 0.1% |
0.29 | 1 | < 0.1% |
0.3 | 5 | |
0.35 | 1 | < 0.1% |
0.4 | 1 | < 0.1% |
0.43 | 1 | < 0.1% |
Value | Count | Frequency (%) |
2472.0 | 1 | |
1940.0 | 1 | |
1362.79 | 1 | |
1347.93 | 1 | |
1256.79 | 1 | |
1235.48 | 1 | |
1209.0 | 1 | |
1168.0 | 1 | |
1123.29 | 1 | |
1069.1 | 1 |
면적
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 3864 |
---|---|
Distinct (%) | 89.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 387.56174 |
Minimum | 0.1 |
---|---|
Maximum | 32948.28 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 38.1 KiB |
Quantile statistics
Minimum | 0.1 |
---|---|
5-th percentile | 4.6755 |
Q1 | 27.435 |
median | 104.195 |
Q3 | 300.3125 |
95-th percentile | 1480.205 |
Maximum | 32948.28 |
Range | 32948.18 |
Interquartile range (IQR) | 272.8775 |
Descriptive statistics
Standard deviation | 1179.9295 |
---|---|
Coefficient of variation (CV) | 3.0444944 |
Kurtosis | 189.2739 |
Mean | 387.56174 |
Median Absolute Deviation (MAD) | 91.28 |
Skewness | 10.770693 |
Sum | 1673491.6 |
Variance | 1392233.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.4 | 28 | 0.6% |
2.8 | 19 | 0.4% |
5.6 | 17 | 0.4% |
4.2 | 16 | 0.4% |
2.1 | 15 | 0.3% |
7.0 | 14 | 0.3% |
3.5 | 11 | 0.3% |
11.2 | 10 | 0.2% |
4.9 | 10 | 0.2% |
6.3 | 10 | 0.2% |
Other values (3854) | 4168 |
Value | Count | Frequency (%) |
0.1 | 1 | < 0.1% |
0.13 | 1 | < 0.1% |
0.3 | 2 | |
0.63 | 1 | < 0.1% |
0.7 | 4 | |
0.75 | 1 | < 0.1% |
0.97 | 2 | |
1.0 | 1 | < 0.1% |
1.01 | 1 | < 0.1% |
1.05 | 1 | < 0.1% |
Value | Count | Frequency (%) |
32948.28 | 1 | |
16776.3 | 1 | |
15698.13 | 1 | |
15058.16 | 1 | |
14644.92 | 1 | |
13641.0 | 1 | |
13370.71 | 1 | |
13074.05 | 1 | |
13060.0 | 1 | |
12461.49 | 1 |
폭원
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 1113 |
---|---|
Distinct (%) | 25.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.2001274 |
Minimum | 0.05 |
---|---|
Maximum | 70 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 38.1 KiB |
Quantile statistics
Minimum | 0.05 |
---|---|
5-th percentile | 0.7 |
Q1 | 2 |
median | 3.025 |
Q3 | 6.6075 |
95-th percentile | 16.963 |
Maximum | 70 |
Range | 69.95 |
Interquartile range (IQR) | 4.6075 |
Descriptive statistics
Standard deviation | 5.4059555 |
---|---|
Coefficient of variation (CV) | 1.0395814 |
Kurtosis | 10.006731 |
Mean | 5.2001274 |
Median Absolute Deviation (MAD) | 1.485 |
Skewness | 2.5008059 |
Sum | 22454.15 |
Variance | 29.224355 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.7 | 393 | 9.1% |
3.0 | 62 | 1.4% |
2.0 | 55 | 1.3% |
2.5 | 46 | 1.1% |
1.5 | 39 | 0.9% |
4.5 | 32 | 0.7% |
3.01 | 31 | 0.7% |
2.02 | 31 | 0.7% |
4.01 | 27 | 0.6% |
1.99 | 27 | 0.6% |
Other values (1103) | 3575 |
Value | Count | Frequency (%) |
0.05 | 3 | 0.1% |
0.08 | 2 | < 0.1% |
0.3 | 1 | < 0.1% |
0.43 | 1 | < 0.1% |
0.57 | 1 | < 0.1% |
0.67 | 1 | < 0.1% |
0.7 | 393 | |
0.74 | 1 | < 0.1% |
0.75 | 1 | < 0.1% |
0.8 | 4 | 0.1% |
Value | Count | Frequency (%) |
70.0 | 1 | |
43.38 | 1 | |
39.27 | 1 | |
36.63 | 1 | |
35.91 | 1 | |
35.48 | 1 | |
33.47 | 1 | |
32.62 | 1 | |
32.34 | 1 | |
31.65 | 1 |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 33.9 KiB |
2023-11-21 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-11-21 |
---|---|
2nd row | 2023-11-21 |
3rd row | 2023-11-21 |
4th row | 2023-11-21 |
5th row | 2023-11-21 |
Common Values
Value | Count | Frequency (%) |
2023-11-21 | 4318 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-11-21 | 4318 |
지형지물부호 | 관리번호 | 법정구역 | 도로구간번호 | 연장 | 면적 | 폭원 | |
---|---|---|---|---|---|---|---|
지형지물부호 | 1.000 | 0.068 | 0.286 | 0.143 | 0.161 | 0.132 | 0.679 |
관리번호 | 0.068 | 1.000 | 0.843 | 0.065 | 0.000 | 0.000 | 0.000 |
법정구역 | 0.286 | 0.843 | 1.000 | 0.733 | 0.417 | 0.538 | 0.223 |
도로구간번호 | 0.143 | 0.065 | 0.733 | 1.000 | 0.366 | 0.517 | 0.085 |
연장 | 0.161 | 0.000 | 0.417 | 0.366 | 1.000 | 0.716 | 0.198 |
면적 | 0.132 | 0.000 | 0.538 | 0.517 | 0.716 | 1.000 | 0.205 |
폭원 | 0.679 | 0.000 | 0.223 | 0.085 | 0.198 | 0.205 | 1.000 |
법정구역 | 지형지물부호 | |
---|---|---|
법정구역 | 1.000 | 0.153 |
지형지물부호 | 0.153 | 1.000 |
관리번호 | 도로구간번호 | 연장 | 면적 | 폭원 | 지형지물부호 | 법정구역 | |
---|---|---|---|---|---|---|---|
관리번호 | 1.000 | 0.499 | 0.009 | 0.085 | 0.287 | 0.045 | 0.702 |
도로구간번호 | 0.499 | 1.000 | 0.047 | 0.078 | 0.119 | 0.098 | 0.419 |
연장 | 0.009 | 0.047 | 1.000 | 0.804 | 0.232 | 0.073 | 0.180 |
면적 | 0.085 | 0.078 | 0.804 | 1.000 | 0.628 | 0.091 | 0.261 |
폭원 | 0.287 | 0.119 | 0.232 | 0.628 | 1.000 | 0.359 | 0.091 |
지형지물부호 | 0.045 | 0.098 | 0.073 | 0.091 | 0.359 | 1.000 | 0.153 |
법정구역 | 0.702 | 0.419 | 0.180 | 0.261 | 0.091 | 0.153 | 1.000 |
지형지물부호 | 관리번호 | 법정구역 | 관리기관 | 도로구간번호 | 연장 | 면적 | 폭원 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
0 | 차도면 | 3940 | 회덕동 | 광주시 | 8919 | 71.7 | 303.22 | 5.2 | 2023-11-21 |
1 | 차도면 | 1980 | 태전동 | 광주시 | 5817 | 56.47 | 420.96 | 7.46 | 2023-11-21 |
2 | 보도면 | 1983 | 태전동 | 광주시 | 5832 | 138.81 | 342.51 | 2.99 | 2023-11-21 |
3 | 차도포장 | 221206 | 곤지암읍 | 광주시 | 8377 | 49.88 | 593.63 | 11.0 | 2023-11-21 |
4 | 차도포장 | 221205 | 곤지암읍 | 광주시 | 9350 | 29.22 | 385.51 | 14.4 | 2023-11-21 |
5 | 차도포장 | 221204 | 곤지암읍 | 광주시 | 8376 | 16.41 | 179.93 | 11.0 | 2023-11-21 |
6 | 차도포장 | 221203 | 곤지암읍 | 광주시 | 8361 | 30.98 | 440.18 | 15.3 | 2023-11-21 |
7 | 차도포장 | 221202 | 곤지암읍 | 광주시 | 8376 | 24.45 | 322.37 | 12.5 | 2023-11-21 |
8 | 차도포장 | 221201 | 곤지암읍 | 광주시 | 8375 | 117.43 | 976.33 | 8.0 | 2023-11-21 |
9 | 차도포장 | 221200 | 곤지암읍 | 광주시 | 8377 | 107.57 | 932.52 | 7.9 | 2023-11-21 |
지형지물부호 | 관리번호 | 법정구역 | 관리기관 | 도로구간번호 | 연장 | 면적 | 폭원 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
4308 | 보도포장 | 353 | 곤지암읍 | 광주시 | 7 | 198.15 | 600.7 | 3.08 | 2023-11-21 |
4309 | 보도포장 | 351 | 곤지암읍 | 광주시 | 7 | 71.73 | 214.32 | 3.02 | 2023-11-21 |
4310 | 보도포장 | 348 | 곤지암읍 | 광주시 | 16 | 67.75 | 173.13 | 2.3 | 2023-11-21 |
4311 | 보도포장 | 347 | 추자동 | 광주시 | 22 | 141.04 | 395.63 | 2.86 | 2023-11-21 |
4312 | 보도포장 | 346 | 곤지암읍 | 광주시 | 4 | 111.57 | 387.69 | 3.47 | 2023-11-21 |
4313 | 보도포장 | 341 | 추자동 | 광주시 | 22 | 93.33 | 263.16 | 2.79 | 2023-11-21 |
4314 | 보도포장 | 340 | 추자동 | 광주시 | 22 | 3.22 | 6.97 | 2.35 | 2023-11-21 |
4315 | 보도포장 | 339 | 추자동 | 광주시 | 25 | 3.0 | 5.76 | 1.5 | 2023-11-21 |
4316 | 보도포장 | 338 | 추자동 | 광주시 | 22 | 125.67 | 350.43 | 2.75 | 2023-11-21 |
4317 | 보도포장 | 336 | 곤지암읍 | 광주시 | 2 | 9.26 | 22.58 | 2.57 | 2023-11-21 |