Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 19398 |
| Missing cells (%) | 12.9% |
| Duplicate rows | 38 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 135.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 6 |
| Text | 5 |
Dataset
| Description | 부산광역시_한국도로공사연계특별상황발생관리_20230828 |
|---|---|
| Author | 부산광역시 |
| URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15121250 |
발생순번 has constant value "" | Constant |
| Dataset has 38 (0.4%) duplicate rows | Duplicates |
지체시점거리 is highly overall correlated with 지체종점거리 and 1 other fields | High correlation |
지체종점거리 is highly overall correlated with 지체시점거리 and 1 other fields | High correlation |
지체길이 is highly overall correlated with 지체시점거리 and 1 other fields | High correlation |
시점 has 388 (3.9%) missing values | Missing |
종점 has 5339 (53.4%) missing values | Missing |
지체시점 has 6151 (61.5%) missing values | Missing |
지체종점 has 7515 (75.1%) missing values | Missing |
시점거리 has 344 (3.4%) zeros | Zeros |
종점거리 has 5397 (54.0%) zeros | Zeros |
지체길이 has 6187 (61.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 17:01:21.407262 |
|---|---|
| Analysis finished | 2023-12-10 17:01:32.085981 |
| Duration | 10.68 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
발생순번
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 20200000000000 |
|---|
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20200000000000 |
|---|---|
| 2nd row | 20200000000000 |
| 3rd row | 20200000000000 |
| 4th row | 20200000000000 |
| 5th row | 20200000000000 |
Common Values
| Value | Count | Frequency (%) |
| 20200000000000 | 10000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 20200000000000 | 10000 |
노선명
Categorical
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 경부선 | |
|---|---|
| 서울외곽순환선 | |
| 영동선 | |
| 서해안선 | |
| 중부선 | 454 |
| Other values (38) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 4.4046 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 중부선(대전통영) |
|---|---|
| 2nd row | 경부선 |
| 3rd row | 남해선(영암-순천) |
| 4th row | 중부내륙선 |
| 5th row | 서해안선 |
Common Values
| Value | Count | Frequency (%) |
| 경부선 | 1725 | |
| 서울외곽순환선 | 1189 | |
| 영동선 | 1012 | 10.1% |
| 서해안선 | 938 | 9.4% |
| 중부선 | 454 | 4.5% |
| 남해선 | 437 | 4.4% |
| 중부내륙선 | 426 | 4.3% |
| 호남선 | 364 | 3.6% |
| 중부선(대전통영) | 359 | 3.6% |
| 천안논산선 | 326 | 3.3% |
| Other values (33) | 2770 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 경부선 | 1725 | |
| 서울외곽순환선 | 1189 | |
| 영동선 | 1012 | 10.1% |
| 서해안선 | 938 | 9.4% |
| 중부선 | 454 | 4.5% |
| 남해선 | 437 | 4.4% |
| 중부내륙선 | 426 | 4.3% |
| 호남선 | 364 | 3.6% |
| 중부선(대전통영 | 359 | 3.6% |
| 천안논산선 | 326 | 3.3% |
| Other values (33) | 2770 |
상하행구분
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| E | |
|---|---|
| S |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | E |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| E | 5102 | |
| S | 4898 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| e | 5102 | |
| s | 4898 |
상황유형
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 차량증가/정 | |
|---|---|
| 작업 | |
| 사고 | |
| 고장 | |
| 강우 | |
| Other values (5) |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 3.6141 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 작업 |
|---|---|
| 2nd row | 사고 |
| 3rd row | 작업 |
| 4th row | 작업 |
| 5th row | 차량증가/정 |
Common Values
| Value | Count | Frequency (%) |
| 차량증가/정 | 3798 | |
| 작업 | 3262 | |
| 사고 | 1261 | 12.6% |
| 고장 | 566 | 5.7% |
| 강우 | 412 | 4.1% |
| 장애물 | 245 | 2.5% |
| <NA> | 198 | 2.0% |
| 안개 | 180 | 1.8% |
| 이벤트/홍보 | 77 | 0.8% |
| 화재 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 차량증가/정 | 3798 | |
| 작업 | 3262 | |
| 사고 | 1261 | 12.6% |
| 고장 | 566 | 5.7% |
| 강우 | 412 | 4.1% |
| 장애물 | 245 | 2.5% |
| na | 198 | 2.0% |
| 안개 | 180 | 1.8% |
| 이벤트/홍보 | 77 | 0.8% |
| 화재 | 1 | < 0.1% |
발생일자
Real number (ℝ)
| Distinct | 503 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20155613 |
| Minimum | 20150120 |
|---|---|
| Maximum | 20161011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 20150120 |
|---|---|
| 5-th percentile | 20150311 |
| Q1 | 20150728 |
| median | 20160106 |
| Q3 | 20160412 |
| 95-th percentile | 20160720 |
| Maximum | 20161011 |
| Range | 10891 |
| Interquartile range (IQR) | 9684 |
Descriptive statistics
| Standard deviation | 4847.9627 |
|---|---|
| Coefficient of variation (CV) | 0.00024052668 |
| Kurtosis | -1.9886066 |
| Mean | 20155613 |
| Median Absolute Deviation (MAD) | 901.5 |
| Skewness | -0.022022268 |
| Sum | 2.0155613 × 1011 |
| Variance | 23502742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20160415 | 72 | 0.7% |
| 20160412 | 72 | 0.7% |
| 20160208 | 69 | 0.7% |
| 20160513 | 64 | 0.6% |
| 20160429 | 62 | 0.6% |
| 20160506 | 61 | 0.6% |
| 20160519 | 59 | 0.6% |
| 20160425 | 59 | 0.6% |
| 20160422 | 58 | 0.6% |
| 20160209 | 57 | 0.6% |
| Other values (493) | 9367 |
| Value | Count | Frequency (%) |
| 20150120 | 4 | < 0.1% |
| 20150121 | 15 | |
| 20150122 | 3 | < 0.1% |
| 20150123 | 26 | |
| 20150124 | 15 | |
| 20150125 | 5 | 0.1% |
| 20150126 | 3 | < 0.1% |
| 20150127 | 10 | 0.1% |
| 20150128 | 15 | |
| 20150129 | 12 |
| Value | Count | Frequency (%) |
| 20161011 | 6 | 0.1% |
| 20161010 | 25 | |
| 20161009 | 4 | < 0.1% |
| 20161007 | 31 | |
| 20161005 | 24 | |
| 20161004 | 13 | |
| 20160825 | 13 | |
| 20160824 | 3 | < 0.1% |
| 20160823 | 25 | |
| 20160822 | 8 | 0.1% |
시점
Text
MISSING
| Distinct | 524 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 388 |
| Missing (%) | 3.9% |
| Memory size | 156.2 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 4.3111735 |
| Min length | 4 |
Characters and Unicode
| Total characters | 41439 |
|---|---|
| Distinct characters | 216 |
| Distinct categories | 4 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 진주JC |
|---|---|
| 2nd row | 북대구IC |
| 3rd row | 남순천TG |
| 4th row | 충주IC |
| 5th row | 서평택IC |
| Value | Count | Frequency (%) |
| 신갈jc | 137 | 1.4% |
| 청계tg | 109 | 1.1% |
| 조남jc | 103 | 1.1% |
| 오산ic | 96 | 1.0% |
| 호법jc | 93 | 1.0% |
| 서평택ic | 93 | 1.0% |
| 안성jc | 92 | 1.0% |
| 둔대jc | 89 | 0.9% |
| 장수ic | 86 | 0.9% |
| 서하남ic | 82 | 0.9% |
| Other values (514) | 8632 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 9114 | |
| I | 6545 | 15.8% |
| J | 2569 | 6.2% |
| 서 | 1059 | 2.6% |
| 산 | 1012 | 2.4% |
| 천 | 916 | 2.2% |
| 주 | 844 | 2.0% |
| 동 | 754 | 1.8% |
| 남 | 749 | 1.8% |
| 안 | 693 | 1.7% |
| Other values (206) | 17184 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 22463 | |
| Uppercase Letter | 18960 | |
| Open Punctuation | 8 | < 0.1% |
| Close Punctuation | 8 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 1059 | 4.7% |
| 산 | 1012 | 4.5% |
| 천 | 916 | 4.1% |
| 주 | 844 | 3.8% |
| 동 | 754 | 3.4% |
| 남 | 749 | 3.3% |
| 안 | 693 | 3.1% |
| 성 | 567 | 2.5% |
| 양 | 525 | 2.3% |
| 원 | 501 | 2.2% |
| Other values (199) | 14843 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 9114 | |
| I | 6545 | |
| J | 2569 | 13.5% |
| T | 374 | 2.0% |
| G | 358 | 1.9% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 8 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 22463 | |
| Latin | 18960 | |
| Common | 16 | < 0.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 1059 | 4.7% |
| 산 | 1012 | 4.5% |
| 천 | 916 | 4.1% |
| 주 | 844 | 3.8% |
| 동 | 754 | 3.4% |
| 남 | 749 | 3.3% |
| 안 | 693 | 3.1% |
| 성 | 567 | 2.5% |
| 양 | 525 | 2.3% |
| 원 | 501 | 2.2% |
| Other values (199) | 14843 |
Latin
| Value | Count | Frequency (%) |
| C | 9114 | |
| I | 6545 | |
| J | 2569 | 13.5% |
| T | 374 | 2.0% |
| G | 358 | 1.9% |
Common
| Value | Count | Frequency (%) |
| ( | 8 | |
| ) | 8 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 22463 | |
| ASCII | 18976 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 9114 | |
| I | 6545 | |
| J | 2569 | 13.5% |
| T | 374 | 2.0% |
| G | 358 | 1.9% |
| ( | 8 | < 0.1% |
| ) | 8 | < 0.1% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 1059 | 4.7% |
| 산 | 1012 | 4.5% |
| 천 | 916 | 4.1% |
| 주 | 844 | 3.8% |
| 동 | 754 | 3.4% |
| 남 | 749 | 3.3% |
| 안 | 693 | 3.1% |
| 성 | 567 | 2.5% |
| 양 | 525 | 2.3% |
| 원 | 501 | 2.2% |
| Other values (199) | 14843 |
시점거리
Real number (ℝ)
ZEROS
| Distinct | 1172 |
|---|---|
| Distinct (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.49196 |
| Minimum | 0 |
|---|---|
| Maximum | 423 |
| Zeros | 344 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.6 |
| Q1 | 29 |
| median | 108 |
| Q3 | 265 |
| 95-th percentile | 385 |
| Maximum | 423 |
| Range | 423 |
| Interquartile range (IQR) | 236 |
Descriptive statistics
| Standard deviation | 128.99252 |
|---|---|
| Coefficient of variation (CV) | 0.88054339 |
| Kurtosis | -1.021019 |
| Mean | 146.49196 |
| Median Absolute Deviation (MAD) | 89 |
| Skewness | 0.60777553 |
| Sum | 1464919.6 |
| Variance | 16639.071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 344 | 3.4% |
| 24.0 | 128 | 1.3% |
| 20.0 | 122 | 1.2% |
| 14.0 | 103 | 1.0% |
| 10.0 | 100 | 1.0% |
| 4.0 | 86 | 0.9% |
| 1.0 | 85 | 0.9% |
| 23.0 | 82 | 0.8% |
| 3.0 | 81 | 0.8% |
| 26.0 | 81 | 0.8% |
| Other values (1162) | 8788 |
| Value | Count | Frequency (%) |
| 0.0 | 344 | |
| 0.1 | 4 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.6 | 2 | < 0.1% |
| 1.0 | 85 | 0.9% |
| 1.1 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 423.0 | 10 | |
| 422.0 | 11 | |
| 421.7 | 1 | < 0.1% |
| 421.0 | 22 | |
| 419.0 | 3 | < 0.1% |
| 417.0 | 2 | < 0.1% |
| 416.0 | 18 | |
| 415.0 | 16 | |
| 414.8 | 1 | < 0.1% |
| 414.0 | 3 | < 0.1% |
종점
Text
MISSING
| Distinct | 474 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 5339 |
| Missing (%) | 53.4% |
| Memory size | 156.2 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 4.3288994 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20177 |
|---|---|
| Distinct characters | 209 |
| Distinct categories | 4 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 62 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | 진주JC |
|---|---|
| 2nd row | 벌교IC |
| 3rd row | 완주JC |
| 4th row | 신갈JC |
| 5th row | 남이JC |
| Value | Count | Frequency (%) |
| 둔대jc | 96 | 2.1% |
| 수원신갈ic | 91 | 2.0% |
| 청계tg | 84 | 1.8% |
| 송내ic | 76 | 1.6% |
| 조남jc | 72 | 1.5% |
| 산본ic | 66 | 1.4% |
| 동수원ic | 63 | 1.4% |
| 호법jc | 61 | 1.3% |
| 신갈jc | 58 | 1.2% |
| 안성jc | 51 | 1.1% |
| Other values (464) | 3943 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 4352 | |
| I | 3097 | 15.3% |
| J | 1255 | 6.2% |
| 서 | 551 | 2.7% |
| 산 | 529 | 2.6% |
| 주 | 405 | 2.0% |
| 남 | 397 | 2.0% |
| 천 | 372 | 1.8% |
| 동 | 367 | 1.8% |
| 안 | 302 | 1.5% |
| Other values (199) | 8550 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 11016 | |
| Uppercase Letter | 9151 | |
| Open Punctuation | 5 | < 0.1% |
| Close Punctuation | 5 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 551 | 5.0% |
| 산 | 529 | 4.8% |
| 주 | 405 | 3.7% |
| 남 | 397 | 3.6% |
| 천 | 372 | 3.4% |
| 동 | 367 | 3.3% |
| 안 | 302 | 2.7% |
| 원 | 275 | 2.5% |
| 성 | 251 | 2.3% |
| 대 | 242 | 2.2% |
| Other values (192) | 7325 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 4352 | |
| I | 3097 | |
| J | 1255 | 13.7% |
| T | 229 | 2.5% |
| G | 218 | 2.4% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 11016 | |
| Latin | 9151 | |
| Common | 10 | < 0.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 551 | 5.0% |
| 산 | 529 | 4.8% |
| 주 | 405 | 3.7% |
| 남 | 397 | 3.6% |
| 천 | 372 | 3.4% |
| 동 | 367 | 3.3% |
| 안 | 302 | 2.7% |
| 원 | 275 | 2.5% |
| 성 | 251 | 2.3% |
| 대 | 242 | 2.2% |
| Other values (192) | 7325 |
Latin
| Value | Count | Frequency (%) |
| C | 4352 | |
| I | 3097 | |
| J | 1255 | 13.7% |
| T | 229 | 2.5% |
| G | 218 | 2.4% |
Common
| Value | Count | Frequency (%) |
| ( | 5 | |
| ) | 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 11016 | |
| ASCII | 9161 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 4352 | |
| I | 3097 | |
| J | 1255 | 13.7% |
| T | 229 | 2.5% |
| G | 218 | 2.4% |
| ( | 5 | 0.1% |
| ) | 5 | 0.1% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 551 | 5.0% |
| 산 | 529 | 4.8% |
| 주 | 405 | 3.7% |
| 남 | 397 | 3.6% |
| 천 | 372 | 3.4% |
| 동 | 367 | 3.3% |
| 안 | 302 | 2.7% |
| 원 | 275 | 2.5% |
| 성 | 251 | 2.3% |
| 대 | 242 | 2.2% |
| Other values (192) | 7325 |
종점거리
Real number (ℝ)
ZEROS
| Distinct | 642 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.40354 |
| Minimum | 0 |
|---|---|
| Maximum | 423 |
| Zeros | 5397 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 95 |
| 95-th percentile | 354 |
| Maximum | 423 |
| Range | 423 |
| Interquartile range (IQR) | 95 |
Descriptive statistics
| Standard deviation | 116.26891 |
|---|---|
| Coefficient of variation (CV) | 1.651464 |
| Kurtosis | 1.3833762 |
| Mean | 70.40354 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6406012 |
| Sum | 704035.4 |
| Variance | 13518.46 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 5397 | |
| 392.0 | 71 | 0.7% |
| 10.0 | 66 | 0.7% |
| 24.0 | 64 | 0.6% |
| 28.0 | 61 | 0.6% |
| 88.0 | 60 | 0.6% |
| 35.0 | 58 | 0.6% |
| 21.0 | 57 | 0.6% |
| 13.0 | 53 | 0.5% |
| 23.0 | 51 | 0.5% |
| Other values (632) | 4062 |
| Value | Count | Frequency (%) |
| 0.0 | 5397 | |
| 0.1 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 1.0 | 29 | 0.3% |
| 1.6 | 2 | < 0.1% |
| 2.0 | 20 | 0.2% |
| 2.2 | 1 | < 0.1% |
| 2.8 | 2 | < 0.1% |
| 3.0 | 16 | 0.2% |
| Value | Count | Frequency (%) |
| 423.0 | 8 | 0.1% |
| 422.0 | 1 | < 0.1% |
| 421.0 | 4 | < 0.1% |
| 420.0 | 9 | 0.1% |
| 419.0 | 35 | |
| 418.0 | 10 | 0.1% |
| 417.0 | 1 | < 0.1% |
| 416.0 | 5 | 0.1% |
| 415.0 | 4 | < 0.1% |
| 414.0 | 1 | < 0.1% |
내용
Text
| Distinct | 3093 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 156.2 KiB |
Length
| Max length | 56 |
|---|---|
| Median length | 53 |
| Mean length | 12.14067 |
| Min length | 2 |
Characters and Unicode
| Total characters | 121346 |
|---|---|
| Distinct characters | 403 |
| Distinct categories | 10 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 5 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2343 ? |
|---|---|
| Unique (%) | 23.4% |
Sample
| 1st row | (2차로) 터널 벽면 청소 작업중 |
|---|---|
| 2nd row | (1차로)승용관련 사고처리중 |
| 3rd row | (1차로) 터널 청소 이동 작업중 |
| 4th row | (1차로)절삭토보완공사작업중 |
| 5th row | 차량증가/정체 |
| Value | Count | Frequency (%) |
| 차량증가/정체 | 3537 | 15.8% |
| 작업중 | 2561 | 11.5% |
| 1차로 | 868 | 3.9% |
| 처리중 | 816 | 3.7% |
| 보수 | 614 | 2.7% |
| 갓길 | 609 | 2.7% |
| 사고처리중 | 557 | 2.5% |
| 2차로 | 533 | 2.4% |
| 이동 | 496 | 2.2% |
| 사고 | 372 | 1.7% |
| Other values (1891) | 11391 |
Most occurring characters
| Value | Count | Frequency (%) |
| 12397 | 10.2% | |
| 차 | 9727 | 8.0% |
| ( | 5647 | 4.7% |
| ) | 5646 | 4.7% |
| 중 | 5382 | 4.4% |
| 로 | 4440 | 3.7% |
| 량 | 3985 | 3.3% |
| 정 | 3854 | 3.2% |
| 가 | 3842 | 3.2% |
| 체 | 3764 | 3.1% |
| Other values (393) | 62662 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 85046 | |
| Space Separator | 12397 | 10.2% |
| Other Punctuation | 6077 | 5.0% |
| Open Punctuation | 5656 | 4.7% |
| Close Punctuation | 5655 | 4.7% |
| Decimal Number | 5421 | 4.5% |
| Uppercase Letter | 565 | 0.5% |
| Lowercase Letter | 305 | 0.3% |
| Dash Punctuation | 192 | 0.2% |
| Math Symbol | 32 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 차 | 9727 | 11.4% |
| 중 | 5382 | 6.3% |
| 로 | 4440 | 5.2% |
| 량 | 3985 | 4.7% |
| 정 | 3854 | 4.5% |
| 가 | 3842 | 4.5% |
| 체 | 3764 | 4.4% |
| 증 | 3686 | 4.3% |
| 업 | 3237 | 3.8% |
| 작 | 3217 | 3.8% |
| Other values (342) | 39912 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 219 | |
| C | 107 | |
| I | 94 | |
| T | 51 | 9.0% |
| S | 26 | 4.6% |
| G | 24 | 4.2% |
| V | 11 | 1.9% |
| J | 10 | 1.8% |
| P | 7 | 1.2% |
| L | 6 | 1.1% |
| Other values (5) | 10 | 1.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2134 | |
| 2 | 1711 | |
| 3 | 625 | 11.5% |
| 4 | 385 | 7.1% |
| 5 | 241 | 4.4% |
| 7 | 117 | 2.2% |
| 6 | 99 | 1.8% |
| 0 | 63 | 1.2% |
| 9 | 27 | 0.5% |
| 8 | 19 | 0.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 160 | |
| k | 120 | |
| t | 8 | 2.6% |
| s | 5 | 1.6% |
| v | 4 | 1.3% |
| i | 3 | 1.0% |
| c | 3 | 1.0% |
| d | 2 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 3541 | |
| " | 1413 | 23.3% |
| , | 612 | 10.1% |
| * | 308 | 5.1% |
| . | 191 | 3.1% |
| : | 11 | 0.2% |
| ？ | 1 | < 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 14 | |
| > | 9 | |
| = | 5 | 15.6% |
| + | 2 | 6.2% |
| → | 2 | 6.2% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5647 | |
| [ | 9 | 0.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5646 | |
| ] | 9 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 12397 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 85046 | |
| Common | 35430 | |
| Latin | 870 | 0.7% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 차 | 9727 | 11.4% |
| 중 | 5382 | 6.3% |
| 로 | 4440 | 5.2% |
| 량 | 3985 | 4.7% |
| 정 | 3854 | 4.5% |
| 가 | 3842 | 4.5% |
| 체 | 3764 | 4.4% |
| 증 | 3686 | 4.3% |
| 업 | 3237 | 3.8% |
| 작 | 3217 | 3.8% |
| Other values (342) | 39912 |
Common
| Value | Count | Frequency (%) |
| 12397 | ||
| ( | 5647 | |
| ) | 5646 | |
| / | 3541 | 10.0% |
| 1 | 2134 | 6.0% |
| 2 | 1711 | 4.8% |
| " | 1413 | 4.0% |
| 3 | 625 | 1.8% |
| , | 612 | 1.7% |
| 4 | 385 | 1.1% |
| Other values (18) | 1319 | 3.7% |
Latin
| Value | Count | Frequency (%) |
| K | 219 | |
| m | 160 | |
| k | 120 | |
| C | 107 | |
| I | 94 | |
| T | 51 | 5.9% |
| S | 26 | 3.0% |
| G | 24 | 2.8% |
| V | 11 | 1.3% |
| J | 10 | 1.1% |
| Other values (13) | 48 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 85045 | |
| ASCII | 36297 | |
| Arrows | 2 | < 0.1% |
| Compat Jamo | 1 | < 0.1% |
| None | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 12397 | ||
| ( | 5647 | |
| ) | 5646 | |
| / | 3541 | 9.8% |
| 1 | 2134 | 5.9% |
| 2 | 1711 | 4.7% |
| " | 1413 | 3.9% |
| 3 | 625 | 1.7% |
| , | 612 | 1.7% |
| 4 | 385 | 1.1% |
| Other values (39) | 2186 | 6.0% |
Hangul
| Value | Count | Frequency (%) |
| 차 | 9727 | 11.4% |
| 중 | 5382 | 6.3% |
| 로 | 4440 | 5.2% |
| 량 | 3985 | 4.7% |
| 정 | 3854 | 4.5% |
| 가 | 3842 | 4.5% |
| 체 | 3764 | 4.4% |
| 증 | 3686 | 4.3% |
| 업 | 3237 | 3.8% |
| 작 | 3217 | 3.8% |
| Other values (341) | 39911 |
Arrows
| Value | Count | Frequency (%) |
| → | 2 |
Compat Jamo
| Value | Count | Frequency (%) |
| ㅂ | 1 |
None
| Value | Count | Frequency (%) |
| ？ | 1 |
지체시점
Text
MISSING
| Distinct | 313 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 6151 |
| Missing (%) | 61.5% |
| Memory size | 156.2 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.3195635 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16626 |
|---|---|
| Distinct characters | 192 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 74 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | 서울TG |
|---|---|
| 2nd row | 조남JC |
| 3rd row | 북창원IC |
| 4th row | 통일로IC |
| 5th row | 판교JC |
| Value | Count | Frequency (%) |
| 신갈jc | 100 | 2.6% |
| 조남jc | 81 | 2.1% |
| 둔대jc | 74 | 1.9% |
| 청계tg | 61 | 1.6% |
| 판교jc | 60 | 1.6% |
| 금천ic | 53 | 1.4% |
| 서하남ic | 53 | 1.4% |
| 안성jc | 53 | 1.4% |
| 동수원ic | 52 | 1.4% |
| 신월ic | 52 | 1.4% |
| Other values (303) | 3210 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 3620 | |
| I | 2466 | 14.8% |
| J | 1154 | 6.9% |
| 서 | 443 | 2.7% |
| 남 | 378 | 2.3% |
| 천 | 350 | 2.1% |
| 동 | 325 | 2.0% |
| 안 | 323 | 1.9% |
| 산 | 322 | 1.9% |
| 원 | 251 | 1.5% |
| Other values (182) | 6994 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 9079 | |
| Uppercase Letter | 7547 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 443 | 4.9% |
| 남 | 378 | 4.2% |
| 천 | 350 | 3.9% |
| 동 | 325 | 3.6% |
| 안 | 323 | 3.6% |
| 산 | 322 | 3.5% |
| 원 | 251 | 2.8% |
| 주 | 234 | 2.6% |
| 신 | 227 | 2.5% |
| 대 | 224 | 2.5% |
| Other values (177) | 6002 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3620 | |
| I | 2466 | |
| J | 1154 | 15.3% |
| T | 154 | 2.0% |
| G | 153 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 9079 | |
| Latin | 7547 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 443 | 4.9% |
| 남 | 378 | 4.2% |
| 천 | 350 | 3.9% |
| 동 | 325 | 3.6% |
| 안 | 323 | 3.6% |
| 산 | 322 | 3.5% |
| 원 | 251 | 2.8% |
| 주 | 234 | 2.6% |
| 신 | 227 | 2.5% |
| 대 | 224 | 2.5% |
| Other values (177) | 6002 |
Latin
| Value | Count | Frequency (%) |
| C | 3620 | |
| I | 2466 | |
| J | 1154 | 15.3% |
| T | 154 | 2.0% |
| G | 153 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 9079 | |
| ASCII | 7547 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 3620 | |
| I | 2466 | |
| J | 1154 | 15.3% |
| T | 154 | 2.0% |
| G | 153 | 2.0% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 443 | 4.9% |
| 남 | 378 | 4.2% |
| 천 | 350 | 3.9% |
| 동 | 325 | 3.6% |
| 안 | 323 | 3.6% |
| 산 | 322 | 3.5% |
| 원 | 251 | 2.8% |
| 주 | 234 | 2.6% |
| 신 | 227 | 2.5% |
| 대 | 224 | 2.5% |
| Other values (177) | 6002 |
지체시점거리
Real number (ℝ)
HIGH CORRELATION
| Distinct | 404 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.89494 |
| Minimum | -1 |
|---|---|
| Maximum | 423 |
| Zeros | 65 |
| Zeros (%) | 0.7% |
| Negative | 6151 |
| Negative (%) | 61.5% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | 42 |
| 95-th percentile | 361 |
| Maximum | 423 |
| Range | 424 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 119.34183 |
|---|---|
| Coefficient of variation (CV) | 1.9597988 |
| Kurtosis | 2.0245208 |
| Mean | 60.89494 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8826131 |
| Sum | 608949.4 |
| Variance | 14242.472 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.0 | 6151 | |
| 24.0 | 79 | 0.8% |
| 0.0 | 65 | 0.7% |
| 20.0 | 64 | 0.6% |
| 340.0 | 60 | 0.6% |
| 10.0 | 56 | 0.6% |
| 26.0 | 55 | 0.5% |
| 4.0 | 54 | 0.5% |
| 23.0 | 54 | 0.5% |
| 14.0 | 50 | 0.5% |
| Other values (394) | 3312 |
| Value | Count | Frequency (%) |
| -1.0 | 6151 | |
| 0.0 | 65 | 0.7% |
| 0.1 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 1.0 | 46 | 0.5% |
| 2.0 | 23 | 0.2% |
| 3.0 | 43 | 0.4% |
| 4.0 | 54 | 0.5% |
| 4.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 423.0 | 4 | < 0.1% |
| 422.0 | 11 | |
| 421.7 | 1 | < 0.1% |
| 421.0 | 22 | |
| 419.0 | 2 | < 0.1% |
| 417.0 | 2 | < 0.1% |
| 416.0 | 11 | |
| 415.0 | 16 | |
| 414.0 | 2 | < 0.1% |
| 413.0 | 6 | 0.1% |
지체종점
Text
MISSING
| Distinct | 251 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 7515 |
| Missing (%) | 75.1% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.3734406 |
| Min length | 4 |
Characters and Unicode
| Total characters | 10868 |
|---|---|
| Distinct characters | 180 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 71 ? |
|---|---|
| Unique (%) | 2.9% |
Sample
| 1st row | 신갈JC |
|---|---|
| 2nd row | 조남JC |
| 3rd row | 북창원IC |
| 4th row | 통일로IC |
| 5th row | 성남IC |
| Value | Count | Frequency (%) |
| 둔대jc | 103 | 4.1% |
| 수원신갈ic | 79 | 3.2% |
| 송내ic | 75 | 3.0% |
| 청계tg | 73 | 2.9% |
| 조남jc | 65 | 2.6% |
| 산본ic | 60 | 2.4% |
| 동수원ic | 53 | 2.1% |
| 신갈jc | 51 | 2.1% |
| 서초ic | 45 | 1.8% |
| 호법jc | 41 | 1.6% |
| Other values (241) | 1840 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 2297 | |
| I | 1615 | 14.9% |
| J | 682 | 6.3% |
| 서 | 309 | 2.8% |
| 남 | 301 | 2.8% |
| 산 | 227 | 2.1% |
| 원 | 202 | 1.9% |
| 안 | 198 | 1.8% |
| 동 | 192 | 1.8% |
| 천 | 186 | 1.7% |
| Other values (170) | 4659 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 5959 | |
| Uppercase Letter | 4909 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 서 | 309 | 5.2% |
| 남 | 301 | 5.1% |
| 산 | 227 | 3.8% |
| 원 | 202 | 3.4% |
| 안 | 198 | 3.3% |
| 동 | 192 | 3.2% |
| 천 | 186 | 3.1% |
| 대 | 165 | 2.8% |
| 수 | 163 | 2.7% |
| 신 | 157 | 2.6% |
| Other values (165) | 3859 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2297 | |
| I | 1615 | |
| J | 682 | 13.9% |
| T | 158 | 3.2% |
| G | 157 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 5959 | |
| Latin | 4909 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 서 | 309 | 5.2% |
| 남 | 301 | 5.1% |
| 산 | 227 | 3.8% |
| 원 | 202 | 3.4% |
| 안 | 198 | 3.3% |
| 동 | 192 | 3.2% |
| 천 | 186 | 3.1% |
| 대 | 165 | 2.8% |
| 수 | 163 | 2.7% |
| 신 | 157 | 2.6% |
| Other values (165) | 3859 |
Latin
| Value | Count | Frequency (%) |
| C | 2297 | |
| I | 1615 | |
| J | 682 | 13.9% |
| T | 158 | 3.2% |
| G | 157 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 5959 | |
| ASCII | 4909 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 2297 | |
| I | 1615 | |
| J | 682 | 13.9% |
| T | 158 | 3.2% |
| G | 157 | 3.2% |
Hangul
| Value | Count | Frequency (%) |
| 서 | 309 | 5.2% |
| 남 | 301 | 5.1% |
| 산 | 227 | 3.8% |
| 원 | 202 | 3.4% |
| 안 | 198 | 3.3% |
| 동 | 192 | 3.2% |
| 천 | 186 | 3.1% |
| 대 | 165 | 2.8% |
| 수 | 163 | 2.7% |
| 신 | 157 | 2.6% |
| Other values (165) | 3859 |
지체종점거리
Real number (ℝ)
HIGH CORRELATION
| Distinct | 354 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.20314 |
| Minimum | -1 |
|---|---|
| Maximum | 423 |
| Zeros | 33 |
| Zeros (%) | 0.3% |
| Negative | 7515 |
| Negative (%) | 75.1% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 342 |
| Maximum | 423 |
| Range | 424 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 102.38568 |
|---|---|
| Coefficient of variation (CV) | 2.5467086 |
| Kurtosis | 5.3483582 |
| Mean | 40.20314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.593944 |
| Sum | 402031.4 |
| Variance | 10482.828 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.0 | 7515 | |
| 28.0 | 59 | 0.6% |
| 392.0 | 56 | 0.6% |
| 21.0 | 55 | 0.5% |
| 23.0 | 50 | 0.5% |
| 35.0 | 45 | 0.4% |
| 88.0 | 44 | 0.4% |
| 109.0 | 43 | 0.4% |
| 13.0 | 42 | 0.4% |
| 22.0 | 41 | 0.4% |
| Other values (344) | 2050 | 20.5% |
| Value | Count | Frequency (%) |
| -1.0 | 7515 | |
| 0.0 | 33 | 0.3% |
| 1.0 | 8 | 0.1% |
| 1.3 | 1 | < 0.1% |
| 2.0 | 18 | 0.2% |
| 2.5 | 1 | < 0.1% |
| 3.0 | 16 | 0.2% |
| 4.0 | 28 | 0.3% |
| 5.0 | 8 | 0.1% |
| 6.0 | 18 | 0.2% |
| Value | Count | Frequency (%) |
| 423.0 | 5 | 0.1% |
| 422.0 | 1 | < 0.1% |
| 421.0 | 4 | < 0.1% |
| 420.0 | 9 | 0.1% |
| 419.0 | 35 | |
| 418.0 | 10 | 0.1% |
| 417.0 | 1 | < 0.1% |
| 416.0 | 2 | < 0.1% |
| 415.0 | 5 | 0.1% |
| 413.0 | 3 | < 0.1% |
지체길이
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9885 |
| Minimum | -1 |
|---|---|
| Maximum | 59 |
| Zeros | 6187 |
| Zeros (%) | 61.9% |
| Negative | 314 |
| Negative (%) | 3.1% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 59 |
| Range | 60 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0315956 |
|---|---|
| Coefficient of variation (CV) | 2.0552307 |
| Kurtosis | 113.08463 |
| Mean | 0.9885 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3521281 |
| Sum | 9885 |
| Variance | 4.1273805 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 6187 | |
| 2 | 1478 | 14.8% |
| 3 | 653 | 6.5% |
| 1 | 571 | 5.7% |
| -1 | 314 | 3.1% |
| 4 | 307 | 3.1% |
| 5 | 184 | 1.8% |
| 6 | 110 | 1.1% |
| 7 | 67 | 0.7% |
| 8 | 48 | 0.5% |
| Other values (16) | 81 | 0.8% |
| Value | Count | Frequency (%) |
| -1 | 314 | 3.1% |
| 0 | 6187 | |
| 1 | 571 | 5.7% |
| 2 | 1478 | 14.8% |
| 3 | 653 | 6.5% |
| 4 | 307 | 3.1% |
| 5 | 184 | 1.8% |
| 6 | 110 | 1.1% |
| 7 | 67 | 0.7% |
| 8 | 48 | 0.5% |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 3 | |
| 15 | 4 |
| 노선명 | 상하행구분 | 상황유형 | 발생일자 | 시점거리 | 종점거리 | 지체시점거리 | 지체종점거리 | 지체길이 | |
|---|---|---|---|---|---|---|---|---|---|
| 노선명 | 1.000 | 0.148 | 0.427 | 0.197 | 0.804 | 0.684 | 0.677 | 0.613 | 0.118 |
| 상하행구분 | 0.148 | 1.000 | 0.050 | 0.014 | 0.080 | 0.086 | 0.089 | 0.097 | 0.000 |
| 상황유형 | 0.427 | 0.050 | 1.000 | 0.127 | 0.231 | 0.339 | 0.443 | 0.335 | 0.174 |
| 발생일자 | 0.197 | 0.014 | 0.127 | 1.000 | 0.043 | 0.047 | 0.040 | 0.000 | 0.000 |
| 시점거리 | 0.804 | 0.080 | 0.231 | 0.043 | 1.000 | 0.895 | 0.933 | 0.851 | 0.061 |
| 종점거리 | 0.684 | 0.086 | 0.339 | 0.047 | 0.895 | 1.000 | 0.849 | 0.937 | 0.145 |
| 지체시점거리 | 0.677 | 0.089 | 0.443 | 0.040 | 0.933 | 0.849 | 1.000 | 0.971 | 0.212 |
| 지체종점거리 | 0.613 | 0.097 | 0.335 | 0.000 | 0.851 | 0.937 | 0.971 | 1.000 | 0.279 |
| 지체길이 | 0.118 | 0.000 | 0.174 | 0.000 | 0.061 | 0.145 | 0.212 | 0.279 | 1.000 |
| 노선명 | 상하행구분 | 상황유형 | |
|---|---|---|---|
| 노선명 | 1.000 | 0.123 | 0.168 |
| 상하행구분 | 0.123 | 1.000 | 0.050 |
| 상황유형 | 0.168 | 0.050 | 1.000 |
| 발생일자 | 시점거리 | 종점거리 | 지체시점거리 | 지체종점거리 | 지체길이 | 노선명 | 상하행구분 | 상황유형 | |
|---|---|---|---|---|---|---|---|---|---|
| 발생일자 | 1.000 | 0.013 | -0.018 | -0.012 | -0.002 | -0.030 | 0.098 | 0.024 | 0.056 |
| 시점거리 | 0.013 | 1.000 | 0.261 | 0.224 | 0.143 | 0.027 | 0.430 | 0.061 | 0.107 |
| 종점거리 | -0.018 | 0.261 | 1.000 | 0.209 | 0.479 | 0.241 | 0.311 | 0.066 | 0.161 |
| 지체시점거리 | -0.012 | 0.224 | 0.209 | 1.000 | 0.737 | 0.764 | 0.306 | 0.068 | 0.219 |
| 지체종점거리 | -0.002 | 0.143 | 0.479 | 0.737 | 1.000 | 0.794 | 0.260 | 0.075 | 0.159 |
| 지체길이 | -0.030 | 0.027 | 0.241 | 0.764 | 0.794 | 1.000 | 0.056 | 0.013 | 0.071 |
| 노선명 | 0.098 | 0.430 | 0.311 | 0.306 | 0.260 | 0.056 | 1.000 | 0.123 | 0.168 |
| 상하행구분 | 0.024 | 0.061 | 0.066 | 0.068 | 0.075 | 0.013 | 0.123 | 1.000 | 0.050 |
| 상황유형 | 0.056 | 0.107 | 0.161 | 0.219 | 0.159 | 0.071 | 0.168 | 0.050 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 발생순번 | 노선명 | 상하행구분 | 상황유형 | 발생일자 | 시점 | 시점거리 | 종점 | 종점거리 | 내용 | 지체시점 | 지체시점거리 | 지체종점 | 지체종점거리 | 지체길이 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5035 | 20200000000000 | 중부선(대전통영) | S | 작업 | 20150428 | 진주JC | 51.0 | 진주JC | 50.0 | (2차로) 터널 벽면 청소 작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 17372 | 20200000000000 | 경부선 | E | 사고 | 20150803 | 북대구IC | 136.0 | <NA> | 0.0 | (1차로)승용관련 사고처리중 | <NA> | -1.0 | <NA> | -1.0 | 2 |
| 66725 | 20200000000000 | 남해선(영암-순천) | S | 작업 | 20160315 | 남순천TG | 93.0 | 벌교IC | 77.7 | (1차로) 터널 청소 이동 작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 12080 | 20200000000000 | 중부내륙선 | S | 작업 | 20150915 | 충주IC | 223.0 | <NA> | 0.0 | (1차로)절삭토보완공사작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 37024 | 20200000000000 | 서해안선 | S | 차량증가/정 | 20150523 | 서평택IC | 281.0 | <NA> | 0.0 | 차량증가/정체 | <NA> | -1.0 | <NA> | -1.0 | 1 |
| 69630 | 20200000000000 | 서울양양선 | E | 사고 | 20160519 | 화도IC | 14.7 | <NA> | 0.0 | (진출로 1차로) 승용차관련 사고처리완료 | <NA> | -1.0 | <NA> | -1.0 | 2 |
| 62282 | 20200000000000 | 평택제천선 | S | 고장 | 20160229 | 북진천IC | 51.0 | <NA> | 0.0 | (1차로)승용차 고장차 처리중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 44232 | 20200000000000 | 순천완주선 | E | 강우 | 20151125 | 임실IC | 85.5 | 완주JC | 117.8 | "강우"주의 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 67928 | 20200000000000 | 경부선 | S | 차량증가/정 | 20160425 | 서울TG | 402.0 | 신갈JC | 398.0 | 차량증가/정체 | 서울TG | 402.0 | 신갈JC | 398.0 | 4 |
| 47479 | 20200000000000 | 중부선 | S | 작업 | 20160511 | 진천IC | 281.0 | 남이JC | 247.0 | (차로교대)긴급노면보수작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 발생순번 | 노선명 | 상하행구분 | 상황유형 | 발생일자 | 시점 | 시점거리 | 종점 | 종점거리 | 내용 | 지체시점 | 지체시점거리 | 지체종점 | 지체종점거리 | 지체길이 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9307 | 20200000000000 | 평택제천선 | S | 작업 | 20150224 | 음성IC | 72.0 | <NA> | 0.0 | (갓길) 시설물설치 작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 43191 | 20200000000000 | 경부선 | S | 차량증가/정 | 20151206 | 반포IC | 421.0 | 서초IC | 419.0 | 차량증가/정체 | 반포IC | 421.0 | 서초IC | 419.0 | 2 |
| 63842 | 20200000000000 | 경인선 | E | 차량증가/정 | 20160314 | 신월IC | 24.0 | <NA> | 0.0 | 차량증가/정체 | 신월IC | 24.0 | <NA> | -1.0 | 0 |
| 10059 | 20200000000000 | 경부선 | E | 차량증가/정 | 20150307 | 안성JC | 365.0 | <NA> | 0.0 | 차량증가/정체 | 안성JC | 365.0 | <NA> | -1.0 | 0 |
| 58387 | 20200000000000 | 경부선 | E | 차량증가/정 | 20151230 | 기흥동탄IC | 386.0 | 기흥IC | 389.0 | 차량증가/정체 | 기흥동탄IC | 386.0 | 기흥IC | 389.0 | 3 |
| 82191 | 20200000000000 | 제2경인선 | E | 차량증가/정 | 20160409 | 석수IC | 25.0 | 석수IC | 27.0 | 차량증가/정체 | 석수IC | 25.0 | 석수IC | 27.0 | 2 |
| 75443 | 20200000000000 | 중부내륙선 | E | 차량증가/정 | 20160403 | 김천JC | 115.0 | 선산IC | 119.0 | 차량증가/정체 | 김천JC | 115.0 | 선산IC | 119.0 | 4 |
| 54932 | 20200000000000 | 서울양양선 | E | 사고 | 20160114 | 설악IC | 39.6 | <NA> | 0.0 | (2차로)화물차관련 사고처리중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 79781 | 20200000000000 | 서해안선 | E | 작업 | 20160303 | 춘장대IC | 168.0 | <NA> | 0.0 | (갓길) 청소 작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
| 35552 | 20200000000000 | 호남선 | S | 작업 | 20150918 | 주암IC | 17.6 | 승주IC | 14.6 | (2차로) 노면 보수 작업중 | <NA> | -1.0 | <NA> | -1.0 | 0 |
Most frequently occurring
| 발생순번 | 노선명 | 상하행구분 | 상황유형 | 발생일자 | 시점 | 시점거리 | 종점 | 종점거리 | 내용 | 지체시점 | 지체시점거리 | 지체종점 | 지체종점거리 | 지체길이 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 20200000000000 | 경부선 | S | 차량증가/정 | 20150509 | 신갈JC | 394.0 | 수원신갈IC | 392.0 | 차량증가/정체 | 신갈JC | 394.0 | 수원신갈IC | 392.0 | 2 | 3 |
| 0 | 20200000000000 | 경부선 | E | 차량증가/정 | 20160425 | 수원신갈IC | 392.0 | <NA> | 0.0 | 차량증가/정체 | 수원신갈IC | 392.0 | <NA> | -1.0 | 0 | 2 |
| 1 | 20200000000000 | 경부선 | E | 차량증가/정 | 20160525 | 서울TG | 403.0 | 판교IC | 406.0 | 차량증가/정체 | 서울TG | 403.0 | 판교IC | 406.0 | 3 | 2 |
| 3 | 20200000000000 | 경부선 | S | 차량증가/정 | 20151206 | 반포IC | 421.0 | 서초IC | 419.0 | 차량증가/정체 | 반포IC | 421.0 | 서초IC | 419.0 | 2 | 2 |
| 4 | 20200000000000 | 경부선 | S | 차량증가/정 | 20160315 | 신갈JC | 394.0 | 수원신갈IC | 392.0 | 차량증가/정체 | 신갈JC | 394.0 | 수원신갈IC | 392.0 | 2 | 2 |
| 5 | 20200000000000 | 경부선 | S | 차량증가/정 | 20160427 | 신갈JC | 394.0 | 수원신갈IC | 392.0 | 차량증가/정체 | 신갈JC | 394.0 | 수원신갈IC | 392.0 | 2 | 2 |
| 6 | 20200000000000 | 경인선 | E | 차량증가/정 | 20160427 | 신월IC | 23.0 | <NA> | 0.0 | 차량증가/정체 | 신월IC | 23.0 | <NA> | -1.0 | 0 | 2 |
| 7 | 20200000000000 | 경인선 | E | 차량증가/정 | 20160519 | 부천IC | 21.0 | 신월IC | 24.0 | 차량증가/정체 | 부천IC | 21.0 | 신월IC | 24.0 | 3 | 2 |
| 8 | 20200000000000 | 경인선 | S | 강우 | 20160403 | 신월IC | 24.0 | 인천시점 | 1.0 | "빗길"주의 | <NA> | -1.0 | <NA> | -1.0 | 0 | 2 |
| 9 | 20200000000000 | 남해선 | S | 차량증가/정 | 20150509 | 북창원IC | 125.0 | 북창원IC | 123.0 | 차량증가/정체 | 북창원IC | 125.0 | 북창원IC | 123.0 | 2 | 2 |