Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 1948 |
Missing cells | 336 |
Missing cells (%) | 1.4% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 194.2 KiB |
Average record size in memory | 102.1 B |
Variable types
Numeric | 6 |
---|---|
Text | 3 |
Categorical | 2 |
DateTime | 1 |
Dataset
Description | 경상남도 김해시 광역교통정보시스템 교통 현황에 대한 자료로 도로번호, 도로명, 시작지점, 끝지점, 구역길이, 통행량 등에 대한 데이터로 구성되어 있습니다. |
---|---|
Author | 경상남도 김해시 |
URL | https://www.data.go.kr/data/15092229/fileData.do |
일시 has constant value "" | Constant |
도로번호 is highly overall correlated with 소통 등급 코드 | High correlation |
시작지점코드 is highly overall correlated with 끝지점코드 | High correlation |
끝지점코드 is highly overall correlated with 시작지점코드 | High correlation |
속도 is highly overall correlated with 소통 등급 코드 | High correlation |
소통 등급 코드 is highly overall correlated with 도로번호 and 1 other fields | High correlation |
속도 has 168 (8.6%) missing values | Missing |
통행량 has 168 (8.6%) missing values | Missing |
도로번호 is highly skewed (γ1 = 40.54119264) | Skewed |
도로번호 has unique values | Unique |
Reproduction
Analysis started | 2024-01-06 12:12:13.198917 |
---|---|
Analysis finished | 2024-01-06 12:12:28.962384 |
Duration | 15.76 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
도로번호
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  UNIQUE
 
Distinct | 1948 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.8551306 × 109 |
Minimum | 3.8550278 × 109 |
---|---|
Maximum | 3.8654388 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 17.2 KiB |
Quantile statistics
Minimum | 3.8550278 × 109 |
---|---|
5-th percentile | 3.8550375 × 109 |
Q1 | 3.8550766 × 109 |
median | 3.8551252 × 109 |
Q3 | 3.8551739 × 109 |
95-th percentile | 3.8552136 × 109 |
Maximum | 3.8654388 × 109 |
Range | 10411000 |
Interquartile range (IQR) | 97350 |
Descriptive statistics
Standard deviation | 240380.54 |
---|---|
Coefficient of variation (CV) | 6.235341 × 10-5 |
Kurtosis | 1739.2574 |
Mean | 3.8551306 × 109 |
Median Absolute Deviation (MAD) | 48700 |
Skewness | 40.541193 |
Sum | 7.5097943 × 1012 |
Variance | 5.7782803 × 1010 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
3855027800 | 1 | 0.1% |
3855155900 | 1 | 0.1% |
3855158700 | 1 | 0.1% |
3855158600 | 1 | 0.1% |
3855158500 | 1 | 0.1% |
3855158400 | 1 | 0.1% |
3855158300 | 1 | 0.1% |
3855158200 | 1 | 0.1% |
3855158100 | 1 | 0.1% |
3855158000 | 1 | 0.1% |
Other values (1938) | 1938 |
Value | Count | Frequency (%) |
3855027800 | 1 | |
3855027900 | 1 | |
3855028000 | 1 | |
3855028100 | 1 | |
3855028200 | 1 | |
3855028300 | 1 | |
3855028400 | 1 | |
3855028500 | 1 | |
3855028600 | 1 | |
3855028700 | 1 |
Value | Count | Frequency (%) |
3865438800 | 1 | |
3855224100 | 1 | |
3855224000 | 1 | |
3855223000 | 1 | |
3855222900 | 1 | |
3855222800 | 1 | |
3855222700 | 1 | |
3855222600 | 1 | |
3855222500 | 1 | |
3855222400 | 1 |
도로명
Text
Distinct | 297 |
---|---|
Distinct (%) | 15.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 15.3 KiB |
Length
Max length | 97 |
---|---|
Median length | 12 |
Mean length | 6.6575975 |
Min length | 3 |
Characters and Unicode
Total characters | 12969 |
---|---|
Distinct characters | 113 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 5 ? |
---|---|
Unique (%) | 0.3% |
Sample
1st row | 대구부산간고속도로 |
---|---|
2nd row | 일반국도14호선 |
3rd row | 대구부산간고속도로 |
4th row | 대구부산간고속도로 |
5th row | 대구부산간고속도로 |
Value | Count | Frequency (%) |
일반국도14호선 | 165 | 8.5% |
지방도1042호선 | 66 | 3.4% |
일반국도58호선 | 59 | 3.0% |
지방도1020호선 | 58 | 3.0% |
한림로 | 42 | 2.2% |
남해고속도로 | 38 | 2.0% |
가야로 | 36 | 1.8% |
대청로 | 32 | 1.6% |
분성로 | 32 | 1.6% |
인제로 | 28 | 1.4% |
Other values (282) | 1392 |
Most occurring characters
Value | Count | Frequency (%) |
로 | 1534 | 11.8% |
1 | 793 | 6.1% |
752 | 5.8% | |
번 | 681 | 5.3% |
길 | 661 | 5.1% |
도 | 477 | 3.7% |
2 | 470 | 3.6% |
4 | 432 | 3.3% |
호 | 412 | 3.2% |
선 | 412 | 3.2% |
Other values (103) | 6345 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 8986 | |
Decimal Number | 3136 | 24.2% |
Space Separator | 752 | 5.8% |
Dash Punctuation | 95 | 0.7% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
로 | 1534 | |
번 | 681 | 7.6% |
길 | 661 | 7.4% |
도 | 477 | 5.3% |
호 | 412 | 4.6% |
선 | 412 | 4.6% |
반 | 282 | 3.1% |
국 | 280 | 3.1% |
지 | 244 | 2.7% |
일 | 232 | 2.6% |
Other values (91) | 3771 |
Decimal Number
Value | Count | Frequency (%) |
1 | 793 | |
2 | 470 | |
4 | 432 | |
0 | 324 | |
6 | 260 | 8.3% |
5 | 231 | 7.4% |
9 | 201 | 6.4% |
8 | 151 | 4.8% |
3 | 148 | 4.7% |
7 | 126 | 4.0% |
Space Separator
Value | Count | Frequency (%) |
752 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 95 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 8986 | |
Common | 3983 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
로 | 1534 | |
번 | 681 | 7.6% |
길 | 661 | 7.4% |
도 | 477 | 5.3% |
호 | 412 | 4.6% |
선 | 412 | 4.6% |
반 | 282 | 3.1% |
국 | 280 | 3.1% |
지 | 244 | 2.7% |
일 | 232 | 2.6% |
Other values (91) | 3771 |
Common
Value | Count | Frequency (%) |
1 | 793 | |
752 | ||
2 | 470 | |
4 | 432 | |
0 | 324 | |
6 | 260 | 6.5% |
5 | 231 | 5.8% |
9 | 201 | 5.0% |
8 | 151 | 3.8% |
3 | 148 | 3.7% |
Other values (2) | 221 | 5.5% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 8986 | |
ASCII | 3983 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
로 | 1534 | |
번 | 681 | 7.6% |
길 | 661 | 7.4% |
도 | 477 | 5.3% |
호 | 412 | 4.6% |
선 | 412 | 4.6% |
반 | 282 | 3.1% |
국 | 280 | 3.1% |
지 | 244 | 2.7% |
일 | 232 | 2.6% |
Other values (91) | 3771 |
ASCII
Value | Count | Frequency (%) |
1 | 793 | |
752 | ||
2 | 470 | |
4 | 432 | |
0 | 324 | |
6 | 260 | 6.5% |
5 | 231 | 5.8% |
9 | 201 | 5.0% |
8 | 151 | 3.8% |
3 | 148 | 3.7% |
Other values (2) | 221 | 5.5% |
방향
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 15.3 KiB |
상행 | |
---|---|
하행 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 상행 |
---|---|
2nd row | 상행 |
3rd row | 하행 |
4th row | 상행 |
5th row | 하행 |
Common Values
Value | Count | Frequency (%) |
상행 | 975 | |
하행 | 973 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
상행 | 975 | |
하행 | 973 |
시작지점
Text
Distinct | 591 |
---|---|
Distinct (%) | 30.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 15.3 KiB |
Value | Count | Frequency (%) |
서김해ic | 13 | 0.7% |
공설운동장교차로 | 13 | 0.7% |
풍유동내교차로 | 13 | 0.7% |
장유팔판마을서측교차로 | 13 | 0.7% |
냉정jc | 12 | 0.6% |
활천삼거리 | 10 | 0.5% |
대동jc | 9 | 0.5% |
진례ic | 9 | 0.5% |
대동분기점앞교차로 | 8 | 0.4% |
봉황교사거리 | 8 | 0.4% |
Other values (584) | 1851 |
Most occurring characters
Value | Count | Frequency (%) |
교 | 1238 | 8.2% |
차 | 998 | 6.6% |
로 | 933 | 6.2% |
앞 | 838 | 5.5% |
리 | 717 | 4.7% |
거 | 664 | 4.4% |
사 | 489 | 3.2% |
삼 | 309 | 2.0% |
동 | 304 | 2.0% |
구 | 248 | 1.6% |
Other values (365) | 8424 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 14523 | |
Uppercase Letter | 308 | 2.0% |
Decimal Number | 274 | 1.8% |
Lowercase Letter | 16 | 0.1% |
Space Separator | 11 | 0.1% |
Dash Punctuation | 11 | 0.1% |
Open Punctuation | 11 | 0.1% |
Close Punctuation | 7 | < 0.1% |
Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
교 | 1238 | 8.5% |
차 | 998 | 6.9% |
로 | 933 | 6.4% |
앞 | 838 | 5.8% |
리 | 717 | 4.9% |
거 | 664 | 4.6% |
사 | 489 | 3.4% |
삼 | 309 | 2.1% |
동 | 304 | 2.1% |
구 | 248 | 1.7% |
Other values (333) | 7785 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 100 | |
I | 78 | |
J | 24 | 7.8% |
A | 22 | 7.1% |
T | 15 | 4.9% |
G | 14 | 4.5% |
M | 11 | 3.6% |
P | 11 | 3.6% |
L | 9 | 2.9% |
S | 7 | 2.3% |
Other values (4) | 17 | 5.5% |
Decimal Number
Value | Count | Frequency (%) |
1 | 94 | |
2 | 92 | |
3 | 29 | 10.6% |
5 | 21 | 7.7% |
4 | 9 | 3.3% |
6 | 9 | 3.3% |
9 | 7 | 2.6% |
8 | 7 | 2.6% |
7 | 6 | 2.2% |
Lowercase Letter
Value | Count | Frequency (%) |
s | 6 | |
g | 4 | |
e | 4 | |
k | 2 | 12.5% |
Space Separator
Value | Count | Frequency (%) |
11 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 11 |
Open Punctuation
Value | Count | Frequency (%) |
( | 11 |
Close Punctuation
Value | Count | Frequency (%) |
) | 7 |
Other Punctuation
Value | Count | Frequency (%) |
/ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 14523 | |
Latin | 324 | 2.1% |
Common | 315 | 2.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
교 | 1238 | 8.5% |
차 | 998 | 6.9% |
로 | 933 | 6.4% |
앞 | 838 | 5.8% |
리 | 717 | 4.9% |
거 | 664 | 4.6% |
사 | 489 | 3.4% |
삼 | 309 | 2.1% |
동 | 304 | 2.1% |
구 | 248 | 1.7% |
Other values (333) | 7785 |
Latin
Value | Count | Frequency (%) |
C | 100 | |
I | 78 | |
J | 24 | 7.4% |
A | 22 | 6.8% |
T | 15 | 4.6% |
G | 14 | 4.3% |
M | 11 | 3.4% |
P | 11 | 3.4% |
L | 9 | 2.8% |
S | 7 | 2.2% |
Other values (8) | 33 | 10.2% |
Common
Value | Count | Frequency (%) |
1 | 94 | |
2 | 92 | |
3 | 29 | 9.2% |
5 | 21 | 6.7% |
11 | 3.5% | |
- | 11 | 3.5% |
( | 11 | 3.5% |
4 | 9 | 2.9% |
6 | 9 | 2.9% |
9 | 7 | 2.2% |
Other values (4) | 21 | 6.7% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 14523 | |
ASCII | 639 | 4.2% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
교 | 1238 | 8.5% |
차 | 998 | 6.9% |
로 | 933 | 6.4% |
앞 | 838 | 5.8% |
리 | 717 | 4.9% |
거 | 664 | 4.6% |
사 | 489 | 3.4% |
삼 | 309 | 2.1% |
동 | 304 | 2.1% |
구 | 248 | 1.7% |
Other values (333) | 7785 |
ASCII
Value | Count | Frequency (%) |
C | 100 | |
1 | 94 | |
2 | 92 | |
I | 78 | |
3 | 29 | 4.5% |
J | 24 | 3.8% |
A | 22 | 3.4% |
5 | 21 | 3.3% |
T | 15 | 2.3% |
G | 14 | 2.2% |
Other values (22) | 150 |
끝지점
Text
Distinct | 591 |
---|---|
Distinct (%) | 30.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 15.3 KiB |
Value | Count | Frequency (%) |
공설운동장교차로 | 13 | 0.7% |
풍유동내교차로 | 13 | 0.7% |
장유팔판마을서측교차로 | 13 | 0.7% |
서김해ic | 13 | 0.7% |
냉정jc | 12 | 0.6% |
활천삼거리 | 10 | 0.5% |
진례ic | 9 | 0.5% |
대동jc | 9 | 0.5% |
대동분기점앞교차로 | 9 | 0.5% |
25시약국사거리 | 8 | 0.4% |
Other values (584) | 1850 |
Most occurring characters
Value | Count | Frequency (%) |
교 | 1235 | 8.1% |
차 | 999 | 6.6% |
로 | 937 | 6.2% |
앞 | 838 | 5.5% |
리 | 719 | 4.7% |
거 | 666 | 4.4% |
사 | 491 | 3.2% |
삼 | 311 | 2.0% |
동 | 306 | 2.0% |
구 | 248 | 1.6% |
Other values (365) | 8435 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 14547 | |
Uppercase Letter | 308 | 2.0% |
Decimal Number | 273 | 1.8% |
Lowercase Letter | 16 | 0.1% |
Space Separator | 11 | 0.1% |
Open Punctuation | 11 | 0.1% |
Dash Punctuation | 11 | 0.1% |
Close Punctuation | 7 | < 0.1% |
Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
교 | 1235 | 8.5% |
차 | 999 | 6.9% |
로 | 937 | 6.4% |
앞 | 838 | 5.8% |
리 | 719 | 4.9% |
거 | 666 | 4.6% |
사 | 491 | 3.4% |
삼 | 311 | 2.1% |
동 | 306 | 2.1% |
구 | 248 | 1.7% |
Other values (333) | 7797 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 100 | |
I | 78 | |
J | 24 | 7.8% |
A | 22 | 7.1% |
T | 15 | 4.9% |
G | 14 | 4.5% |
P | 11 | 3.6% |
M | 11 | 3.6% |
L | 9 | 2.9% |
K | 7 | 2.3% |
Other values (4) | 17 | 5.5% |
Decimal Number
Value | Count | Frequency (%) |
1 | 94 | |
2 | 91 | |
3 | 29 | 10.6% |
5 | 21 | 7.7% |
6 | 9 | 3.3% |
4 | 9 | 3.3% |
8 | 7 | 2.6% |
9 | 7 | 2.6% |
7 | 6 | 2.2% |
Lowercase Letter
Value | Count | Frequency (%) |
s | 6 | |
e | 4 | |
g | 4 | |
k | 2 | 12.5% |
Space Separator
Value | Count | Frequency (%) |
11 |
Open Punctuation
Value | Count | Frequency (%) |
( | 11 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 11 |
Close Punctuation
Value | Count | Frequency (%) |
) | 7 |
Other Punctuation
Value | Count | Frequency (%) |
/ | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 14547 | |
Latin | 324 | 2.1% |
Common | 314 | 2.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
교 | 1235 | 8.5% |
차 | 999 | 6.9% |
로 | 937 | 6.4% |
앞 | 838 | 5.8% |
리 | 719 | 4.9% |
거 | 666 | 4.6% |
사 | 491 | 3.4% |
삼 | 311 | 2.1% |
동 | 306 | 2.1% |
구 | 248 | 1.7% |
Other values (333) | 7797 |
Latin
Value | Count | Frequency (%) |
C | 100 | |
I | 78 | |
J | 24 | 7.4% |
A | 22 | 6.8% |
T | 15 | 4.6% |
G | 14 | 4.3% |
P | 11 | 3.4% |
M | 11 | 3.4% |
L | 9 | 2.8% |
K | 7 | 2.2% |
Other values (8) | 33 | 10.2% |
Common
Value | Count | Frequency (%) |
1 | 94 | |
2 | 91 | |
3 | 29 | 9.2% |
5 | 21 | 6.7% |
11 | 3.5% | |
( | 11 | 3.5% |
- | 11 | 3.5% |
6 | 9 | 2.9% |
4 | 9 | 2.9% |
8 | 7 | 2.2% |
Other values (4) | 21 | 6.7% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 14547 | |
ASCII | 638 | 4.2% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
교 | 1235 | 8.5% |
차 | 999 | 6.9% |
로 | 937 | 6.4% |
앞 | 838 | 5.8% |
리 | 719 | 4.9% |
거 | 666 | 4.6% |
사 | 491 | 3.4% |
삼 | 311 | 2.1% |
동 | 306 | 2.1% |
구 | 248 | 1.7% |
Other values (333) | 7797 |
ASCII
Value | Count | Frequency (%) |
C | 100 | |
1 | 94 | |
2 | 91 | |
I | 78 | |
3 | 29 | 4.5% |
J | 24 | 3.8% |
A | 22 | 3.4% |
5 | 21 | 3.3% |
T | 15 | 2.4% |
G | 14 | 2.2% |
Other values (22) | 150 |
구역길이
Real number (ℝ)
Distinct | 855 |
---|---|
Distinct (%) | 43.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 594.79312 |
Minimum | 11 |
---|---|
Maximum | 14727 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 17.2 KiB |
Quantile statistics
Minimum | 11 |
---|---|
5-th percentile | 69.35 |
Q1 | 168 |
median | 294 |
Q3 | 575.25 |
95-th percentile | 2359.45 |
Maximum | 14727 |
Range | 14716 |
Interquartile range (IQR) | 407.25 |
Descriptive statistics
Standard deviation | 917.65397 |
---|---|
Coefficient of variation (CV) | 1.542812 |
Kurtosis | 43.031423 |
Mean | 594.79312 |
Median Absolute Deviation (MAD) | 159 |
Skewness | 4.9809439 |
Sum | 1158657 |
Variance | 842088.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
186 | 12 | 0.6% |
157 | 12 | 0.6% |
121 | 12 | 0.6% |
125 | 12 | 0.6% |
253 | 11 | 0.6% |
216 | 11 | 0.6% |
166 | 11 | 0.6% |
123 | 11 | 0.6% |
113 | 10 | 0.5% |
190 | 10 | 0.5% |
Other values (845) | 1836 |
Value | Count | Frequency (%) |
11 | 1 | 0.1% |
13 | 1 | 0.1% |
17 | 1 | 0.1% |
18 | 2 | 0.1% |
22 | 2 | 0.1% |
29 | 5 | |
32 | 3 | |
35 | 2 | 0.1% |
36 | 1 | 0.1% |
37 | 1 | 0.1% |
Value | Count | Frequency (%) |
14727 | 1 | |
8388 | 1 | |
8372 | 1 | |
7110 | 1 | |
7090 | 1 | |
6567 | 1 | |
6543 | 1 | |
5991 | 1 | |
5986 | 1 | |
5515 | 1 |
시작지점코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 650 |
---|---|
Distinct (%) | 33.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.8387863 × 109 |
Minimum | 1.4100079 × 109 |
---|---|
Maximum | 3.8800013 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 17.2 KiB |
Quantile statistics
Minimum | 1.4100079 × 109 |
---|---|
5-th percentile | 3.8500042 × 109 |
Q1 | 3.8500251 × 109 |
median | 3.8501055 × 109 |
Q3 | 3.8501488 × 109 |
95-th percentile | 3.8501906 × 109 |
Maximum | 3.8800013 × 109 |
Range | 2.4699934 × 109 |
Interquartile range (IQR) | 123700 |
Descriptive statistics
Standard deviation | 1.6552413 × 108 |
---|---|
Coefficient of variation (CV) | 0.043118872 |
Kurtosis | 211.92895 |
Mean | 3.8387863 × 109 |
Median Absolute Deviation (MAD) | 60700 |
Skewness | -14.617756 |
Sum | 7.4779557 × 1012 |
Variance | 2.7398239 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3850016700 | 6 | 0.3% |
3850002400 | 5 | 0.3% |
3850128900 | 5 | 0.3% |
3850021200 | 5 | 0.3% |
3850095400 | 5 | 0.3% |
3850094800 | 4 | 0.2% |
3850043700 | 4 | 0.2% |
3850107800 | 4 | 0.2% |
3850037900 | 4 | 0.2% |
3850003601 | 4 | 0.2% |
Other values (640) | 1902 |
Value | Count | Frequency (%) |
1410007900 | 1 | |
1410008900 | 1 | |
1410033100 | 1 | |
1410036400 | 1 | |
1410039300 | 1 | |
1410039600 | 1 | |
1410039700 | 1 | |
1410039800 | 1 | |
1410039900 | 1 | |
3790011300 | 1 |
Value | Count | Frequency (%) |
3880001300 | 1 | 0.1% |
3860020000 | 1 | 0.1% |
3860001800 | 1 | 0.1% |
3850202900 | 3 | |
3850202800 | 1 | 0.1% |
3850202500 | 3 | |
3850202400 | 3 | |
3850202300 | 3 | |
3850202200 | 1 | 0.1% |
3850202100 | 2 |
끝지점코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 650 |
---|---|
Distinct (%) | 33.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.8388118 × 109 |
Minimum | 1.4100079 × 109 |
---|---|
Maximum | 3.8800013 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 17.2 KiB |
Quantile statistics
Minimum | 1.4100079 × 109 |
---|---|
5-th percentile | 3.8500041 × 109 |
Q1 | 3.8500251 × 109 |
median | 3.8501049 × 109 |
Q3 | 3.8501487 × 109 |
95-th percentile | 3.8501905 × 109 |
Maximum | 3.8800013 × 109 |
Range | 2.4699934 × 109 |
Interquartile range (IQR) | 123649.25 |
Descriptive statistics
Standard deviation | 1.6552014 × 108 |
---|---|
Coefficient of variation (CV) | 0.043117544 |
Kurtosis | 211.95875 |
Mean | 3.8388118 × 109 |
Median Absolute Deviation (MAD) | 61000 |
Skewness | -14.619266 |
Sum | 7.4780055 × 1012 |
Variance | 2.7396916 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3850016700 | 6 | 0.3% |
3850095400 | 5 | 0.3% |
3850021200 | 5 | 0.3% |
3850128900 | 5 | 0.3% |
3850002400 | 5 | 0.3% |
3850186100 | 4 | 0.2% |
3850003601 | 4 | 0.2% |
3850003600 | 4 | 0.2% |
3850002300 | 4 | 0.2% |
3850150400 | 4 | 0.2% |
Other values (640) | 1902 |
Value | Count | Frequency (%) |
1410007900 | 1 | |
1410008900 | 1 | |
1410033100 | 1 | |
1410036400 | 1 | |
1410039300 | 1 | |
1410039600 | 1 | |
1410039700 | 1 | |
1410039800 | 1 | |
1410039900 | 1 | |
3790011300 | 1 |
Value | Count | Frequency (%) |
3880001300 | 1 | 0.1% |
3860001800 | 1 | 0.1% |
3850202900 | 3 | |
3850202800 | 1 | 0.1% |
3850202500 | 3 | |
3850202400 | 1 | 0.1% |
3850202300 | 3 | |
3850202200 | 1 | 0.1% |
3850202100 | 3 | |
3850201900 | 3 |
속도
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 81 |
---|---|
Distinct (%) | 4.6% |
Missing | 168 |
Missing (%) | 8.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27.666292 |
Minimum | 3 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 17.2 KiB |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 7 |
Q1 | 17 |
median | 26 |
Q3 | 36 |
95-th percentile | 53 |
Maximum | 100 |
Range | 97 |
Interquartile range (IQR) | 19 |
Descriptive statistics
Standard deviation | 15.325103 |
---|---|
Coefficient of variation (CV) | 0.55392689 |
Kurtosis | 3.3272575 |
Mean | 27.666292 |
Median Absolute Deviation (MAD) | 9 |
Skewness | 1.3211933 |
Sum | 49246 |
Variance | 234.85878 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27 | 61 | 3.1% |
19 | 58 | 3.0% |
22 | 58 | 3.0% |
30 | 58 | 3.0% |
24 | 57 | 2.9% |
21 | 54 | 2.8% |
23 | 53 | 2.7% |
26 | 52 | 2.7% |
25 | 50 | 2.6% |
31 | 49 | 2.5% |
Other values (71) | 1230 | |
(Missing) | 168 | 8.6% |
Value | Count | Frequency (%) |
3 | 3 | 0.2% |
4 | 40 | |
5 | 15 | 0.8% |
6 | 21 | |
7 | 24 | |
8 | 24 | |
9 | 30 | |
10 | 24 | |
11 | 40 | |
12 | 37 |
Value | Count | Frequency (%) |
100 | 1 | 0.1% |
99 | 4 | |
96 | 3 | |
95 | 3 | |
94 | 1 | 0.1% |
92 | 3 | |
91 | 1 | 0.1% |
90 | 1 | 0.1% |
84 | 1 | 0.1% |
80 | 4 |
통행량
Real number (ℝ)
MISSING
 
Distinct | 289 |
---|---|
Distinct (%) | 16.2% |
Missing | 168 |
Missing (%) | 8.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 78.400562 |
Minimum | 2 |
---|---|
Maximum | 1867 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 17.2 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 11 |
Q1 | 24 |
median | 45 |
Q3 | 83 |
95-th percentile | 247 |
Maximum | 1867 |
Range | 1865 |
Interquartile range (IQR) | 59 |
Descriptive statistics
Standard deviation | 121.8679 |
---|---|
Coefficient of variation (CV) | 1.5544264 |
Kurtosis | 67.962384 |
Mean | 78.400562 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 6.7013992 |
Sum | 139553 |
Variance | 14851.786 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27 | 38 | 2.0% |
25 | 35 | 1.8% |
22 | 34 | 1.7% |
29 | 32 | 1.6% |
17 | 31 | 1.6% |
18 | 31 | 1.6% |
19 | 29 | 1.5% |
15 | 29 | 1.5% |
21 | 28 | 1.4% |
20 | 28 | 1.4% |
Other values (279) | 1465 | |
(Missing) | 168 | 8.6% |
Value | Count | Frequency (%) |
2 | 9 | |
3 | 3 | 0.2% |
4 | 6 | 0.3% |
5 | 8 | |
6 | 14 | |
7 | 7 | |
8 | 15 | |
9 | 11 | |
10 | 11 | |
11 | 15 |
Value | Count | Frequency (%) |
1867 | 1 | |
1688 | 1 | |
1380 | 1 | |
1318 | 1 | |
1128 | 1 | |
1068 | 1 | |
1061 | 1 | |
892 | 1 | |
850 | 1 | |
837 | 1 |
소통 등급 코드
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 15.3 KiB |
소통원활[LTC1] | |
---|---|
부분지체[LTC2] | |
정체[LTC3] | |
<NA> |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 9.1386037 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 소통원활[LTC1] |
3rd row | 소통원활[LTC1] |
4th row | 소통원활[LTC1] |
5th row | 소통원활[LTC1] |
Common Values
Value | Count | Frequency (%) |
소통원활[LTC1] | 956 | |
부분지체[LTC2] | 489 | |
정체[LTC3] | 335 | 17.2% |
<NA> | 168 | 8.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
소통원활[ltc1 | 956 | |
부분지체[ltc2 | 489 | |
정체[ltc3 | 335 | 17.2% |
na | 168 | 8.6% |
일시
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 15.3 KiB |
Minimum | 2023-12-22 09:20:00 |
---|---|
Maximum | 2023-12-22 09:20:00 |
도로번호 | 방향 | 구역길이 | 시작지점코드 | 끝지점코드 | 속도 | 통행량 | 소통 등급 코드 | |
---|---|---|---|---|---|---|---|---|
도로번호 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | NaN | NaN | NaN |
방향 | 0.000 | 1.000 | 0.000 | 0.013 | 0.013 | 0.000 | 0.000 | 0.000 |
구역길이 | 1.000 | 0.000 | 1.000 | 0.156 | 0.156 | 0.323 | 0.544 | 0.212 |
시작지점코드 | 0.000 | 0.013 | 0.156 | 1.000 | 0.283 | 0.000 | 0.000 | 0.026 |
끝지점코드 | 0.000 | 0.013 | 0.156 | 0.283 | 1.000 | 0.000 | 0.000 | 0.026 |
속도 | NaN | 0.000 | 0.323 | 0.000 | 0.000 | 1.000 | 0.091 | 0.893 |
통행량 | NaN | 0.000 | 0.544 | 0.000 | 0.000 | 0.091 | 1.000 | 0.258 |
소통 등급 코드 | NaN | 0.000 | 0.212 | 0.026 | 0.026 | 0.893 | 0.258 | 1.000 |
소통 등급 코드 | 방향 | |
---|---|---|
소통 등급 코드 | 1.000 | 0.000 |
방향 | 0.000 | 1.000 |
도로번호 | 구역길이 | 시작지점코드 | 끝지점코드 | 속도 | 통행량 | 방향 | 소통 등급 코드 | |
---|---|---|---|---|---|---|---|---|
도로번호 | 1.000 | -0.170 | 0.103 | 0.101 | -0.279 | 0.011 | 0.000 | 1.000 |
구역길이 | -0.170 | 1.000 | -0.106 | -0.110 | 0.298 | 0.469 | 0.000 | 0.089 |
시작지점코드 | 0.103 | -0.106 | 1.000 | 0.712 | -0.079 | -0.012 | 0.020 | 0.030 |
끝지점코드 | 0.101 | -0.110 | 0.712 | 1.000 | -0.111 | -0.013 | 0.020 | 0.041 |
속도 | -0.279 | 0.298 | -0.079 | -0.111 | 1.000 | -0.213 | 0.000 | 0.838 |
통행량 | 0.011 | 0.469 | -0.012 | -0.013 | -0.213 | 1.000 | 0.000 | 0.117 |
방향 | 0.000 | 0.000 | 0.020 | 0.020 | 0.000 | 0.000 | 1.000 | 0.000 |
소통 등급 코드 | 1.000 | 0.089 | 0.030 | 0.041 | 0.838 | 0.117 | 0.000 | 1.000 |
도로번호 | 도로명 | 방향 | 시작지점 | 끝지점 | 구역길이 | 시작지점코드 | 끝지점코드 | 속도 | 통행량 | 소통 등급 코드 | 일시 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3855027800 | 대구부산간고속도로 | 상행 | 상동IC | 상동IC삼거리 | 1301 | 3850026100 | 3850186100 | <NA> | <NA> | <NA> | 2023-12-22 9:20 |
1 | 3855027900 | 일반국도14호선 | 상행 | 좌곤교 | 화곡삼거리 | 235 | 3850019902 | 3850020100 | 39 | 120 | 소통원활[LTC1] | 2023-12-22 9:20 |
2 | 3855028000 | 대구부산간고속도로 | 하행 | 상동IC삼거리 | 상동IC | 843 | 3850186100 | 3850026000 | 55 | 15 | 소통원활[LTC1] | 2023-12-22 9:20 |
3 | 3855028100 | 대구부산간고속도로 | 상행 | 상동IC | 상동IC삼거리 | 1350 | 3850026000 | 3850186100 | 59 | 51 | 소통원활[LTC1] | 2023-12-22 9:20 |
4 | 3855028200 | 대구부산간고속도로 | 하행 | 상동IC | 상동IC | 1117 | 3850026100 | 3850026000 | 47 | 103 | 소통원활[LTC1] | 2023-12-22 9:20 |
5 | 3855028300 | 대구부산간고속도로 | 상행 | 상동IC | 상동IC | 1104 | 3850026000 | 3850026100 | 95 | 42 | 소통원활[LTC1] | 2023-12-22 9:20 |
6 | 3855028400 | 대구부산간고속도로 | 하행 | 상동IC | 대동JC | 4889 | 3850026000 | 3850026300 | 100 | 39 | 소통원활[LTC1] | 2023-12-22 9:20 |
7 | 3855028500 | 대구부산간고속도로 | 상행 | 대동JC | 상동IC | 4900 | 3850026300 | 3850026000 | 92 | 191 | 소통원활[LTC1] | 2023-12-22 9:20 |
8 | 3855028600 | 대구부산간고속도로 | 하행 | 대동JC | 대동JC | 1358 | 3850026300 | 3850019400 | 96 | 183 | 소통원활[LTC1] | 2023-12-22 9:20 |
9 | 3855028700 | 대구부산간고속도로 | 상행 | 대동JC | 대동JC | 993 | 3850019400 | 3850026300 | <NA> | <NA> | <NA> | 2023-12-22 9:20 |
도로번호 | 도로명 | 방향 | 시작지점 | 끝지점 | 구역길이 | 시작지점코드 | 끝지점코드 | 속도 | 통행량 | 소통 등급 코드 | 일시 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1938 | 3855222400 | 활천로214번길 | 하행 | 대우유토피아후문사거리 | 어방주공2차입구교차로 | 366 | 3850120900 | 3850115600 | <NA> | <NA> | <NA> | 2023-12-22 9:20 |
1939 | 3855222500 | 국가지원지방도69호선 | 하행 | 용산마을입구교차로 | 상동농협주유소 | 8372 | 3850025003 | 3850023800 | <NA> | <NA> | <NA> | 2023-12-22 9:20 |
1940 | 3855222600 | 국가지원지방도69호선 | 상행 | 상동농협주유소 | 용산마을입구교차로 | 8388 | 3850023800 | 3850025003 | 42 | 717 | 소통원활[LTC1] | 2023-12-22 9:20 |
1941 | 3855222700 | 율하로 | 하행 | 덕정교삼거리 | sk주유소앞삼거리 | 1355 | 3850027500 | 3850035100 | 50 | 603 | 소통원활[LTC1] | 2023-12-22 9:20 |
1942 | 3855222800 | 율하로 | 상행 | sk주유소앞삼거리 | 덕정교삼거리 | 1357 | 3850035100 | 3850027500 | 61 | 79 | 소통원활[LTC1] | 2023-12-22 9:20 |
1943 | 3855222900 | 골든루트로66번길 | 하행 | 김해의생명센터앞삼거리 | 풍류동주유소앞교차로 | 827 | 3850083100 | 3850003601 | 57 | 85 | 소통원활[LTC1] | 2023-12-22 9:20 |
1944 | 3855223000 | 골든루트로66번길 | 상행 | 풍류동주유소앞교차로 | 김해의생명센터앞삼거리 | 834 | 3850003601 | 3850083100 | 30 | 99 | 소통원활[LTC1] | 2023-12-22 9:20 |
1945 | 3855224000 | 남해고속도로 | 상행 | 동김해IC | 동김해IC | 605 | 3850005600 | 3850005700 | 38 | 79 | 소통원활[LTC1] | 2023-12-22 9:20 |
1946 | 3855224100 | 남해고속도로 | 하행 | 동김해IC | 동김해IC | 607 | 3850005700 | 3850005600 | <NA> | <NA> | <NA> | 2023-12-22 9:20 |
1947 | 3865438800 | 대구부산간고속도로 | 하행 | 삼랑진IC | 상동IC | 14727 | 3860020000 | 3850026100 | <NA> | <NA> | <NA> | 2023-12-22 9:20 |