Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 781.2 KiB |
Average record size in memory | 80.0 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 3 |
Dataset
Description | 2024년 1월 현황입니다.광주광역시 교통 소통 정보(구축시기 : 2009년도)주요 교차로 노변기지국 및 신호연동으로 원활한 교통소통 도모 및 교통서비스 제고 |
---|---|
Author | 광주광역시 |
URL | https://www.data.go.kr/data/15042700/fileData.do |
교통운영상태 has constant value "" | Constant |
점유율 has constant value "" | Constant |
속도 is highly overall correlated with 혼잡도레벨 | High correlation |
통행시간 is highly overall correlated with 교통량 | High correlation |
교통량 is highly overall correlated with 통행시간 | High correlation |
혼잡도레벨 is highly overall correlated with 속도 | High correlation |
연계번호 is highly skewed (γ1 = 22.35851721) | Skewed |
Reproduction
Analysis started | 2024-03-15 00:50:54.709941 |
---|---|
Analysis finished | 2024-03-15 00:51:02.966145 |
Duration | 8.26 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
수집일시
Real number (ℝ)
Distinct | 331 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0240115 × 1013 |
Minimum | 2.0240115 × 1013 |
---|---|
Maximum | 2.0240115 × 1013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2.0240115 × 1013 |
---|---|
5-th percentile | 2.0240115 × 1013 |
Q1 | 2.0240115 × 1013 |
median | 2.0240115 × 1013 |
Q3 | 2.0240115 × 1013 |
95-th percentile | 2.0240115 × 1013 |
Maximum | 2.0240115 × 1013 |
Range | 39202 |
Interquartile range (IQR) | 18603 |
Descriptive statistics
Standard deviation | 11598.242 |
---|---|
Coefficient of variation (CV) | 5.730324 × 10-10 |
Kurtosis | -1.0001509 |
Mean | 2.0240115 × 1013 |
Median Absolute Deviation (MAD) | 9702 |
Skewness | 0.25069234 |
Sum | 2.0240115 × 1017 |
Variance | 1.3451921 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20240115092900 | 76 | 0.8% |
20240115093600 | 70 | 0.7% |
20240115092800 | 68 | 0.7% |
20240115093000 | 65 | 0.7% |
20240115092700 | 65 | 0.7% |
20240115093100 | 65 | 0.7% |
20240115093500 | 63 | 0.6% |
20240115092600 | 62 | 0.6% |
20240115085301 | 62 | 0.6% |
20240115093701 | 58 | 0.6% |
Other values (321) | 9346 |
Value | Count | Frequency (%) |
20240115085100 | 49 | |
20240115085101 | 4 | < 0.1% |
20240115085200 | 52 | |
20240115085201 | 41 | |
20240115085300 | 35 | |
20240115085301 | 62 | |
20240115085500 | 51 | |
20240115085501 | 54 | |
20240115085600 | 54 | |
20240115085601 | 46 |
Value | Count | Frequency (%) |
20240115124302 | 33 | |
20240115124301 | 45 | |
20240115124300 | 8 | 0.1% |
20240115124203 | 14 | 0.1% |
20240115124202 | 30 | |
20240115124201 | 48 | |
20240115124200 | 8 | 0.1% |
20240115124003 | 19 | 0.2% |
20240115124002 | 39 | |
20240115124001 | 43 |
연계번호
Real number (ℝ)
SKEWED
 
Distinct | 998 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.7764359 × 109 |
Minimum | 1.7500029 × 109 |
---|---|
Maximum | 3.4201513 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1.7500029 × 109 |
---|---|
5-th percentile | 1.7500258 × 109 |
Q1 | 1.760132 × 109 |
median | 1.780006 × 109 |
Q3 | 1.7801317 × 109 |
95-th percentile | 1.7901991 × 109 |
Maximum | 3.4201513 × 109 |
Range | 1.6701484 × 109 |
Interquartile range (IQR) | 19999725 |
Descriptive statistics
Standard deviation | 70975761 |
---|---|
Coefficient of variation (CV) | 0.039954024 |
Kurtosis | 515.13644 |
Mean | 1.7764359 × 109 |
Median Absolute Deviation (MAD) | 10012200 |
Skewness | 22.358517 |
Sum | 1.7764359 × 1013 |
Variance | 5.0375587 × 1015 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1760135400 | 35 | 0.4% |
1760113200 | 31 | 0.3% |
1790068800 | 28 | 0.3% |
1760004101 | 28 | 0.3% |
1760132000 | 26 | 0.3% |
1780002502 | 24 | 0.2% |
1770051700 | 24 | 0.2% |
1760104500 | 23 | 0.2% |
1760003800 | 23 | 0.2% |
1760003302 | 23 | 0.2% |
Other values (988) | 9735 |
Value | Count | Frequency (%) |
1750002900 | 8 | |
1750003000 | 7 | |
1750003101 | 11 | |
1750003102 | 15 | |
1750003201 | 8 | |
1750003202 | 9 | |
1750003300 | 6 | 0.1% |
1750003400 | 7 | |
1750003501 | 7 | |
1750003601 | 9 |
Value | Count | Frequency (%) |
3420151300 | 11 | |
3420151200 | 7 | |
1790435300 | 5 | 0.1% |
1790435200 | 8 | |
1790434700 | 8 | |
1790434600 | 9 | |
1790433700 | 4 | < 0.1% |
1790433600 | 14 | |
1790433500 | 6 | |
1790433400 | 10 |
속도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 96 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.9218 |
Minimum | 1 |
---|---|
Maximum | 97 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 12 |
Q1 | 18 |
median | 25 |
Q3 | 35 |
95-th percentile | 79 |
Maximum | 97 |
Range | 96 |
Interquartile range (IQR) | 17 |
Descriptive statistics
Standard deviation | 19.243724 |
---|---|
Coefficient of variation (CV) | 0.62233518 |
Kurtosis | 1.4988501 |
Mean | 30.9218 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 1.5072554 |
Sum | 309218 |
Variance | 370.32092 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21 | 429 | 4.3% |
17 | 428 | 4.3% |
18 | 424 | 4.2% |
19 | 418 | 4.2% |
23 | 413 | 4.1% |
22 | 393 | 3.9% |
16 | 372 | 3.7% |
20 | 353 | 3.5% |
24 | 337 | 3.4% |
25 | 306 | 3.1% |
Other values (86) | 6127 |
Value | Count | Frequency (%) |
1 | 2 | < 0.1% |
2 | 6 | 0.1% |
3 | 22 | 0.2% |
4 | 21 | 0.2% |
5 | 22 | 0.2% |
6 | 16 | 0.2% |
7 | 54 | |
8 | 58 | |
9 | 86 | |
10 | 108 |
Value | Count | Frequency (%) |
97 | 2 | < 0.1% |
96 | 2 | < 0.1% |
95 | 1 | < 0.1% |
94 | 1 | < 0.1% |
93 | 5 | 0.1% |
91 | 1 | < 0.1% |
90 | 2 | < 0.1% |
89 | 13 | |
88 | 10 | 0.1% |
87 | 32 |
통행시간
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 680 |
---|---|
Distinct (%) | 6.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 276.8352 |
Minimum | 30 |
---|---|
Maximum | 4108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 30 |
---|---|
5-th percentile | 99.95 |
Q1 | 157 |
median | 245 |
Q3 | 352 |
95-th percentile | 559 |
Maximum | 4108 |
Range | 4078 |
Interquartile range (IQR) | 195 |
Descriptive statistics
Standard deviation | 173.44946 |
---|---|
Coefficient of variation (CV) | 0.62654408 |
Kurtosis | 60.803606 |
Mean | 276.8352 |
Median Absolute Deviation (MAD) | 95 |
Skewness | 4.2849564 |
Sum | 2768352 |
Variance | 30084.714 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128 | 72 | 0.7% |
245 | 59 | 0.6% |
148 | 58 | 0.6% |
252 | 54 | 0.5% |
130 | 51 | 0.5% |
145 | 50 | 0.5% |
143 | 50 | 0.5% |
132 | 50 | 0.5% |
144 | 49 | 0.5% |
158 | 49 | 0.5% |
Other values (670) | 9458 |
Value | Count | Frequency (%) |
30 | 1 | < 0.1% |
33 | 1 | < 0.1% |
35 | 1 | < 0.1% |
38 | 9 | |
39 | 5 | |
41 | 5 | |
42 | 6 | |
43 | 5 | |
44 | 6 | |
45 | 6 |
Value | Count | Frequency (%) |
4108 | 2 | < 0.1% |
2367 | 5 | |
1606 | 1 | < 0.1% |
1311 | 3 | < 0.1% |
1276 | 4 | |
1235 | 8 | |
1174 | 1 | < 0.1% |
1123 | 1 | < 0.1% |
1114 | 1 | < 0.1% |
1102 | 1 | < 0.1% |
교통운영상태
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
교통량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 402 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 58.1868 |
Minimum | 1 |
---|---|
Maximum | 570 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 11 |
median | 29 |
Q3 | 76 |
95-th percentile | 192 |
Maximum | 570 |
Range | 569 |
Interquartile range (IQR) | 65 |
Descriptive statistics
Standard deviation | 79.716186 |
---|---|
Coefficient of variation (CV) | 1.3700046 |
Kurtosis | 11.140379 |
Mean | 58.1868 |
Median Absolute Deviation (MAD) | 23 |
Skewness | 3.0076337 |
Sum | 581868 |
Variance | 6354.6704 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 411 | 4.1% |
2 | 250 | 2.5% |
3 | 242 | 2.4% |
4 | 240 | 2.4% |
11 | 231 | 2.3% |
7 | 227 | 2.3% |
5 | 218 | 2.2% |
12 | 214 | 2.1% |
6 | 212 | 2.1% |
10 | 208 | 2.1% |
Other values (392) | 7547 |
Value | Count | Frequency (%) |
1 | 411 | |
2 | 250 | |
3 | 242 | |
4 | 240 | |
5 | 218 | |
6 | 212 | |
7 | 227 | |
8 | 196 | |
9 | 204 | |
10 | 208 |
Value | Count | Frequency (%) |
570 | 2 | < 0.1% |
553 | 1 | < 0.1% |
545 | 1 | < 0.1% |
543 | 1 | < 0.1% |
537 | 2 | < 0.1% |
527 | 3 | |
526 | 1 | < 0.1% |
519 | 2 | < 0.1% |
515 | 7 | |
511 | 1 | < 0.1% |
혼잡도레벨
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
2 | |
3 | 287 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 7021 | |
2 | 2692 | 26.9% |
3 | 287 | 2.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 7021 | |
2 | 2692 | 26.9% |
3 | 287 | 2.9% |
점유율
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
수집일시 | 연계번호 | 속도 | 통행시간 | 교통량 | 혼잡도레벨 | |
---|---|---|---|---|---|---|
수집일시 | 1.000 | 0.000 | 0.093 | 0.131 | 0.153 | 0.084 |
연계번호 | 0.000 | 1.000 | 0.225 | 0.150 | 0.000 | 0.014 |
속도 | 0.093 | 0.225 | 1.000 | 0.446 | 0.631 | 0.914 |
통행시간 | 0.131 | 0.150 | 0.446 | 1.000 | 0.227 | 0.716 |
교통량 | 0.153 | 0.000 | 0.631 | 0.227 | 1.000 | 0.363 |
혼잡도레벨 | 0.084 | 0.014 | 0.914 | 0.716 | 0.363 | 1.000 |
수집일시 | 연계번호 | 속도 | 통행시간 | 교통량 | 혼잡도레벨 | |
---|---|---|---|---|---|---|
수집일시 | 1.000 | -0.030 | -0.031 | 0.054 | 0.140 | 0.036 |
연계번호 | -0.030 | 1.000 | 0.370 | -0.114 | 0.244 | 0.024 |
속도 | -0.031 | 0.370 | 1.000 | -0.495 | 0.446 | 0.876 |
통행시간 | 0.054 | -0.114 | -0.495 | 1.000 | -0.577 | 0.396 |
교통량 | 0.140 | 0.244 | 0.446 | -0.577 | 1.000 | 0.234 |
혼잡도레벨 | 0.036 | 0.024 | 0.876 | 0.396 | 0.234 | 1.000 |
수집일시 | 연계번호 | 속도 | 통행시간 | 교통운영상태 | 교통량 | 혼잡도레벨 | 점유율 | |
---|---|---|---|---|---|---|---|---|
70102 | 20240115111002 | 1760154200 | 16 | 456 | 0 | 21 | 2 | 0 |
52500 | 20240115103901 | 1770004600 | 14 | 584 | 0 | 2 | 2 | 0 |
20190 | 20240115093000 | 1780195000 | 83 | 251 | 0 | 15 | 1 | 0 |
19924 | 20240115093000 | 1780087900 | 31 | 179 | 0 | 48 | 1 | 0 |
48463 | 20240115103402 | 1790076900 | 78 | 136 | 0 | 486 | 1 | 0 |
76717 | 20240115112502 | 1770052600 | 19 | 299 | 0 | 27 | 2 | 0 |
14897 | 20240115090901 | 1790095900 | 23 | 354 | 0 | 11 | 1 | 0 |
96087 | 20240115123900 | 1780077100 | 28 | 212 | 0 | 94 | 1 | 0 |
80922 | 20240115114102 | 1760125200 | 14 | 416 | 0 | 10 | 2 | 0 |
20077 | 20240115093000 | 1790068800 | 37 | 144 | 0 | 11 | 1 | 0 |
수집일시 | 연계번호 | 속도 | 통행시간 | 교통운영상태 | 교통량 | 혼잡도레벨 | 점유율 | |
---|---|---|---|---|---|---|---|---|
24800 | 20240115093500 | 1780069300 | 35 | 114 | 0 | 30 | 1 | 0 |
84253 | 20240115121102 | 1760087400 | 18 | 309 | 0 | 11 | 2 | 0 |
39232 | 20240115101702 | 3420151300 | 72 | 546 | 0 | 44 | 1 | 0 |
89968 | 20240115123101 | 1780098500 | 33 | 145 | 0 | 80 | 1 | 0 |
52296 | 20240115103803 | 1780028300 | 16 | 391 | 0 | 15 | 2 | 0 |
26061 | 20240115093600 | 1760072000 | 30 | 118 | 0 | 6 | 1 | 0 |
77427 | 20240115113201 | 1780055500 | 25 | 170 | 0 | 80 | 1 | 0 |
72154 | 20240115111402 | 1790139700 | 25 | 297 | 0 | 14 | 1 | 0 |
14987 | 20240115090901 | 1760113100 | 18 | 234 | 0 | 57 | 2 | 0 |
9876 | 20240115090401 | 1760107500 | 18 | 363 | 0 | 33 | 2 | 0 |