Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 29 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.4 KiB |
| Average record size in memory | 120.6 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 12 |
Dataset
| Description | 인천교통공사에서 운영 중인 인천지하철 1호선, 2호선, 7호선(인천구간+부천구간)의 2022년 7월 1일부터 2023년 6월 30일까지 역별 일별 이용이원 현황자료입니다. (호선, 통행일자, 역명, 구분, 이용인원) |
|---|---|
| URL | https://www.data.go.kr/data/15004329/fileData.do |
1월 is highly overall correlated with 2월 and 10 other fields | High correlation |
2월 is highly overall correlated with 1월 and 10 other fields | High correlation |
3월 is highly overall correlated with 1월 and 10 other fields | High correlation |
4월 is highly overall correlated with 1월 and 10 other fields | High correlation |
5월 is highly overall correlated with 1월 and 10 other fields | High correlation |
6월 is highly overall correlated with 1월 and 10 other fields | High correlation |
7월 is highly overall correlated with 1월 and 10 other fields | High correlation |
8월 is highly overall correlated with 1월 and 10 other fields | High correlation |
9월 is highly overall correlated with 1월 and 10 other fields | High correlation |
10월 is highly overall correlated with 1월 and 10 other fields | High correlation |
11월 is highly overall correlated with 1월 and 10 other fields | High correlation |
12월 is highly overall correlated with 1월 and 10 other fields | High correlation |
역사명 has unique values | Unique |
1월 has unique values | Unique |
2월 has unique values | Unique |
3월 has unique values | Unique |
4월 has unique values | Unique |
5월 has unique values | Unique |
6월 has unique values | Unique |
7월 has unique values | Unique |
8월 has unique values | Unique |
9월 has unique values | Unique |
10월 has unique values | Unique |
11월 has unique values | Unique |
12월 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 07:44:32.182658 |
|---|---|
| Analysis finished | 2023-12-12 07:44:48.585942 |
| Duration | 16.4 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
역사명
Text
UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 364.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 3.5862069 |
| Min length | 2 |
Characters and Unicode
| Total characters | 104 |
|---|---|
| Distinct characters | 69 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 29 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 계양 |
|---|---|
| 2nd row | 귤현 |
| 3rd row | 박촌 |
| 4th row | 임학 |
| 5th row | 계산 |
| Value | Count | Frequency (%) |
| 계양 | 1 | 3.4% |
| 예술회관 | 1 | 3.4% |
| 센트럴파크 | 1 | 3.4% |
| 인천대입구 | 1 | 3.4% |
| 지식정보단지 | 1 | 3.4% |
| 테크노파크 | 1 | 3.4% |
| 캠퍼스타운 | 1 | 3.4% |
| 동막 | 1 | 3.4% |
| 동춘 | 1 | 3.4% |
| 원인재 | 1 | 3.4% |
| Other values (19) | 19 |
Most occurring characters
| Value | Count | Frequency (%) |
| 인 | 5 | 4.8% |
| 부 | 4 | 3.8% |
| 구 | 4 | 3.8% |
| 평 | 4 | 3.8% |
| 크 | 3 | 2.9% |
| 천 | 3 | 2.9% |
| 지 | 3 | 2.9% |
| 학 | 3 | 2.9% |
| 동 | 3 | 2.9% |
| 계 | 2 | 1.9% |
| Other values (59) | 70 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 104 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 인 | 5 | 4.8% |
| 부 | 4 | 3.8% |
| 구 | 4 | 3.8% |
| 평 | 4 | 3.8% |
| 크 | 3 | 2.9% |
| 천 | 3 | 2.9% |
| 지 | 3 | 2.9% |
| 학 | 3 | 2.9% |
| 동 | 3 | 2.9% |
| 계 | 2 | 1.9% |
| Other values (59) | 70 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 104 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 인 | 5 | 4.8% |
| 부 | 4 | 3.8% |
| 구 | 4 | 3.8% |
| 평 | 4 | 3.8% |
| 크 | 3 | 2.9% |
| 천 | 3 | 2.9% |
| 지 | 3 | 2.9% |
| 학 | 3 | 2.9% |
| 동 | 3 | 2.9% |
| 계 | 2 | 1.9% |
| Other values (59) | 70 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 104 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 인 | 5 | 4.8% |
| 부 | 4 | 3.8% |
| 구 | 4 | 3.8% |
| 평 | 4 | 3.8% |
| 크 | 3 | 2.9% |
| 천 | 3 | 2.9% |
| 지 | 3 | 2.9% |
| 학 | 3 | 2.9% |
| 동 | 3 | 2.9% |
| 계 | 2 | 1.9% |
| Other values (59) | 70 |
1월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266878.69 |
| Minimum | 13174 |
|---|---|
| Maximum | 700022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 13174 |
|---|---|
| 5-th percentile | 42288.2 |
| Q1 | 118371 |
| median | 231616 |
| Q3 | 405872 |
| 95-th percentile | 620275 |
| Maximum | 700022 |
| Range | 686848 |
| Interquartile range (IQR) | 287501 |
Descriptive statistics
| Standard deviation | 189565.68 |
|---|---|
| Coefficient of variation (CV) | 0.71030654 |
| Kurtosis | -0.23189537 |
| Mean | 266878.69 |
| Median Absolute Deviation (MAD) | 141275 |
| Skewness | 0.72149888 |
| Sum | 7739482 |
| Variance | 3.5935147 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 138696 | 1 | 3.4% |
| 40363 | 1 | 3.4% |
| 13174 | 1 | 3.4% |
| 59987 | 1 | 3.4% |
| 75399 | 1 | 3.4% |
| 118371 | 1 | 3.4% |
| 90341 | 1 | 3.4% |
| 150210 | 1 | 3.4% |
| 231616 | 1 | 3.4% |
| 405872 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 13174 | 1 | |
| 40363 | 1 | |
| 45176 | 1 | |
| 59987 | 1 | |
| 75399 | 1 | |
| 90341 | 1 | |
| 102992 | 1 | |
| 118371 | 1 | |
| 138696 | 1 | |
| 142918 | 1 |
| Value | Count | Frequency (%) |
| 700022 | 1 | |
| 679677 | 1 | |
| 531172 | 1 | |
| 478195 | 1 | |
| 473803 | 1 | |
| 467257 | 1 | |
| 409221 | 1 | |
| 405872 | 1 | |
| 383321 | 1 | |
| 323959 | 1 |
2월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 255673.07 |
| Minimum | 13120 |
|---|---|
| Maximum | 672332 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 13120 |
|---|---|
| 5-th percentile | 39670.2 |
| Q1 | 115936 |
| median | 224472 |
| Q3 | 389378 |
| 95-th percentile | 590675 |
| Maximum | 672332 |
| Range | 659212 |
| Interquartile range (IQR) | 273442 |
Descriptive statistics
| Standard deviation | 181050.39 |
|---|---|
| Coefficient of variation (CV) | 0.70813244 |
| Kurtosis | -0.23249641 |
| Mean | 255673.07 |
| Median Absolute Deviation (MAD) | 134772 |
| Skewness | 0.71493444 |
| Sum | 7414519 |
| Variance | 3.2779245 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 132686 | 1 | 3.4% |
| 38163 | 1 | 3.4% |
| 13120 | 1 | 3.4% |
| 57144 | 1 | 3.4% |
| 77506 | 1 | 3.4% |
| 115936 | 1 | 3.4% |
| 90238 | 1 | 3.4% |
| 146542 | 1 | 3.4% |
| 224472 | 1 | 3.4% |
| 389378 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 13120 | 1 | |
| 38163 | 1 | |
| 41931 | 1 | |
| 57144 | 1 | |
| 77506 | 1 | |
| 89700 | 1 | |
| 90238 | 1 | |
| 115936 | 1 | |
| 132686 | 1 | |
| 139255 | 1 |
| Value | Count | Frequency (%) |
| 672332 | 1 | |
| 646139 | 1 | |
| 507479 | 1 | |
| 459449 | 1 | |
| 450647 | 1 | |
| 446551 | 1 | |
| 391590 | 1 | |
| 389378 | 1 | |
| 362556 | 1 | |
| 311379 | 1 |
3월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 313014.76 |
| Minimum | 19851 |
|---|---|
| Maximum | 779471 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 19851 |
|---|---|
| 5-th percentile | 55640 |
| Q1 | 168386 |
| median | 278324 |
| Q3 | 437974 |
| 95-th percentile | 739570 |
| Maximum | 779471 |
| Range | 759620 |
| Interquartile range (IQR) | 269588 |
Descriptive statistics
| Standard deviation | 210904.81 |
|---|---|
| Coefficient of variation (CV) | 0.67378552 |
| Kurtosis | -0.11548011 |
| Mean | 313014.76 |
| Median Absolute Deviation (MAD) | 151482 |
| Skewness | 0.76285704 |
| Sum | 9077428 |
| Variance | 4.448084 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 176741 | 1 | 3.4% |
| 46962 | 1 | 3.4% |
| 19851 | 1 | 3.4% |
| 68657 | 1 | 3.4% |
| 216638 | 1 | 3.4% |
| 156022 | 1 | 3.4% |
| 105657 | 1 | 3.4% |
| 200653 | 1 | 3.4% |
| 258112 | 1 | 3.4% |
| 437974 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 19851 | 1 | |
| 46962 | 1 | |
| 68657 | 1 | |
| 87373 | 1 | |
| 105657 | 1 | |
| 107852 | 1 | |
| 156022 | 1 | |
| 168386 | 1 | |
| 175103 | 1 | |
| 176741 | 1 |
| Value | Count | Frequency (%) |
| 779471 | 1 | |
| 777482 | 1 | |
| 682702 | 1 | |
| 538491 | 1 | |
| 529762 | 1 | |
| 520420 | 1 | |
| 467888 | 1 | |
| 437974 | 1 | |
| 429806 | 1 | |
| 384463 | 1 |
4월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 309327.72 |
| Minimum | 20736 |
|---|---|
| Maximum | 777147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 20736 |
|---|---|
| 5-th percentile | 58029.6 |
| Q1 | 170265 |
| median | 276047 |
| Q3 | 426682 |
| 95-th percentile | 710529.6 |
| Maximum | 777147 |
| Range | 756411 |
| Interquartile range (IQR) | 256417 |
Descriptive statistics
| Standard deviation | 204963.56 |
|---|---|
| Coefficient of variation (CV) | 0.66260972 |
| Kurtosis | -0.14762408 |
| Mean | 309327.72 |
| Median Absolute Deviation (MAD) | 148711 |
| Skewness | 0.7541974 |
| Sum | 8970504 |
| Variance | 4.2010059 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 181216 | 1 | 3.4% |
| 47430 | 1 | 3.4% |
| 20736 | 1 | 3.4% |
| 73929 | 1 | 3.4% |
| 221369 | 1 | 3.4% |
| 154763 | 1 | 3.4% |
| 114022 | 1 | 3.4% |
| 189416 | 1 | 3.4% |
| 256806 | 1 | 3.4% |
| 424758 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 20736 | 1 | |
| 47430 | 1 | |
| 73929 | 1 | |
| 91828 | 1 | |
| 109663 | 1 | |
| 114022 | 1 | |
| 154763 | 1 | |
| 170265 | 1 | |
| 175436 | 1 | |
| 181216 | 1 |
| Value | Count | Frequency (%) |
| 777147 | 1 | |
| 732928 | 1 | |
| 676932 | 1 | |
| 538236 | 1 | |
| 528456 | 1 | |
| 503437 | 1 | |
| 461019 | 1 | |
| 426682 | 1 | |
| 424758 | 1 | |
| 378283 | 1 |
5월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 312980.66 |
| Minimum | 19122 |
|---|---|
| Maximum | 800913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 19122 |
|---|---|
| 5-th percentile | 63582.2 |
| Q1 | 160812 |
| median | 269232 |
| Q3 | 435813 |
| 95-th percentile | 740648.8 |
| Maximum | 800913 |
| Range | 781791 |
| Interquartile range (IQR) | 275001 |
Descriptive statistics
| Standard deviation | 210112.56 |
|---|---|
| Coefficient of variation (CV) | 0.67132763 |
| Kurtosis | 0.10309786 |
| Mean | 312980.66 |
| Median Absolute Deviation (MAD) | 155858 |
| Skewness | 0.85784725 |
| Sum | 9076439 |
| Variance | 4.4147288 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 186124 | 1 | 3.4% |
| 51681 | 1 | 3.4% |
| 19122 | 1 | 3.4% |
| 81434 | 1 | 3.4% |
| 214404 | 1 | 3.4% |
| 152917 | 1 | 3.4% |
| 112699 | 1 | 3.4% |
| 198423 | 1 | 3.4% |
| 252274 | 1 | 3.4% |
| 435813 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 19122 | 1 | |
| 51681 | 1 | |
| 81434 | 1 | |
| 111581 | 1 | |
| 112699 | 1 | |
| 113374 | 1 | |
| 152917 | 1 | |
| 160812 | 1 | |
| 174852 | 1 | |
| 186124 | 1 |
| Value | Count | Frequency (%) |
| 800913 | 1 | |
| 781526 | 1 | |
| 679333 | 1 | |
| 536551 | 1 | |
| 523184 | 1 | |
| 520125 | 1 | |
| 450016 | 1 | |
| 435813 | 1 | |
| 429184 | 1 | |
| 377457 | 1 |
6월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 286444.45 |
| Minimum | 21744 |
|---|---|
| Maximum | 716998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 21744 |
|---|---|
| 5-th percentile | 62153.6 |
| Q1 | 153907 |
| median | 249461 |
| Q3 | 396247 |
| 95-th percentile | 668456.6 |
| Maximum | 716998 |
| Range | 695254 |
| Interquartile range (IQR) | 242340 |
Descriptive statistics
| Standard deviation | 190816.15 |
|---|---|
| Coefficient of variation (CV) | 0.66615412 |
| Kurtosis | -0.072008202 |
| Mean | 286444.45 |
| Median Absolute Deviation (MAD) | 138677 |
| Skewness | 0.81680851 |
| Sum | 8306889 |
| Variance | 3.6410803 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 168722 | 1 | 3.4% |
| 48930 | 1 | 3.4% |
| 21744 | 1 | 3.4% |
| 81989 | 1 | 3.4% |
| 162354 | 1 | 3.4% |
| 137762 | 1 | 3.4% |
| 110784 | 1 | 3.4% |
| 171681 | 1 | 3.4% |
| 235149 | 1 | 3.4% |
| 396247 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 21744 | 1 | |
| 48930 | 1 | |
| 81989 | 1 | |
| 100005 | 1 | |
| 102861 | 1 | |
| 110784 | 1 | |
| 137762 | 1 | |
| 153907 | 1 | |
| 162354 | 1 | |
| 166048 | 1 |
| Value | Count | Frequency (%) |
| 716998 | 1 | |
| 712413 | 1 | |
| 602522 | 1 | |
| 497496 | 1 | |
| 497228 | 1 | |
| 483906 | 1 | |
| 417704 | 1 | |
| 396247 | 1 | |
| 393408 | 1 | |
| 347287 | 1 |
7월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 290113.52 |
| Minimum | 38657 |
|---|---|
| Maximum | 722620 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 38657 |
|---|---|
| 5-th percentile | 58499 |
| Q1 | 136447 |
| median | 250234 |
| Q3 | 429032 |
| 95-th percentile | 657026.2 |
| Maximum | 722620 |
| Range | 683963 |
| Interquartile range (IQR) | 292585 |
Descriptive statistics
| Standard deviation | 194212.1 |
|---|---|
| Coefficient of variation (CV) | 0.66943485 |
| Kurtosis | -0.28721067 |
| Mean | 290113.52 |
| Median Absolute Deviation (MAD) | 143411 |
| Skewness | 0.75878998 |
| Sum | 8413292 |
| Variance | 3.771834 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 163476 | 1 | 3.4% |
| 48769 | 1 | 3.4% |
| 38657 | 1 | 3.4% |
| 93991 | 1 | 3.4% |
| 104686 | 1 | 3.4% |
| 136447 | 1 | 3.4% |
| 124280 | 1 | 3.4% |
| 172408 | 1 | 3.4% |
| 250234 | 1 | 3.4% |
| 429032 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 38657 | 1 | |
| 48769 | 1 | |
| 73094 | 1 | |
| 93991 | 1 | |
| 104686 | 1 | |
| 106823 | 1 | |
| 124280 | 1 | |
| 136447 | 1 | |
| 162154 | 1 | |
| 163476 | 1 |
| Value | Count | Frequency (%) |
| 722620 | 1 | |
| 715187 | 1 | |
| 569785 | 1 | |
| 522611 | 1 | |
| 516940 | 1 | |
| 513519 | 1 | |
| 431298 | 1 | |
| 429032 | 1 | |
| 398631 | 1 | |
| 337632 | 1 |
8월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 271504.34 |
| Minimum | 33711 |
|---|---|
| Maximum | 719067 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 33711 |
|---|---|
| 5-th percentile | 61779 |
| Q1 | 124040 |
| median | 224424 |
| Q3 | 388688 |
| 95-th percentile | 614636 |
| Maximum | 719067 |
| Range | 685356 |
| Interquartile range (IQR) | 264648 |
Descriptive statistics
| Standard deviation | 184760 |
|---|---|
| Coefficient of variation (CV) | 0.68050478 |
| Kurtosis | 0.016850224 |
| Mean | 271504.34 |
| Median Absolute Deviation (MAD) | 124953 |
| Skewness | 0.8604099 |
| Sum | 7873626 |
| Variance | 3.4136259 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 156186 | 1 | 3.4% |
| 46531 | 1 | 3.4% |
| 33711 | 1 | 3.4% |
| 95426 | 1 | 3.4% |
| 84651 | 1 | 3.4% |
| 124040 | 1 | 3.4% |
| 110428 | 1 | 3.4% |
| 162854 | 1 | 3.4% |
| 224424 | 1 | 3.4% |
| 397879 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 33711 | 1 | |
| 46531 | 1 | |
| 84651 | 1 | |
| 89209 | 1 | |
| 95426 | 1 | |
| 99471 | 1 | |
| 110428 | 1 | |
| 124040 | 1 | |
| 146560 | 1 | |
| 156186 | 1 |
| Value | Count | Frequency (%) |
| 719067 | 1 | |
| 671718 | 1 | |
| 529013 | 1 | |
| 491152 | 1 | |
| 483294 | 1 | |
| 474344 | 1 | |
| 397879 | 1 | |
| 388688 | 1 | |
| 373986 | 1 | |
| 322090 | 1 |
9월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 300356.66 |
| Minimum | 27519 |
|---|---|
| Maximum | 745986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 27519 |
|---|---|
| 5-th percentile | 73597.2 |
| Q1 | 166155 |
| median | 254166 |
| Q3 | 406364 |
| 95-th percentile | 686168.4 |
| Maximum | 745986 |
| Range | 718467 |
| Interquartile range (IQR) | 240209 |
Descriptive statistics
| Standard deviation | 189726.63 |
|---|---|
| Coefficient of variation (CV) | 0.63167113 |
| Kurtosis | 0.20806193 |
| Mean | 300356.66 |
| Median Absolute Deviation (MAD) | 108636 |
| Skewness | 0.89424041 |
| Sum | 8710343 |
| Variance | 3.5996193 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 178965 | 1 | 3.4% |
| 50776 | 1 | 3.4% |
| 27519 | 1 | 3.4% |
| 107829 | 1 | 3.4% |
| 205892 | 1 | 3.4% |
| 145530 | 1 | 3.4% |
| 126266 | 1 | 3.4% |
| 186375 | 1 | 3.4% |
| 234254 | 1 | 3.4% |
| 406364 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 27519 | 1 | |
| 50776 | 1 | |
| 107829 | 1 | |
| 122834 | 1 | |
| 126266 | 1 | |
| 145530 | 1 | |
| 153337 | 1 | |
| 166155 | 1 | |
| 178965 | 1 | |
| 181439 | 1 |
| Value | Count | Frequency (%) |
| 745986 | 1 | |
| 729466 | 1 | |
| 621222 | 1 | |
| 510756 | 1 | |
| 502170 | 1 | |
| 495154 | 1 | |
| 415073 | 1 | |
| 406364 | 1 | |
| 392213 | 1 | |
| 345818 | 1 |
10월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 314646.97 |
| Minimum | 34017 |
|---|---|
| Maximum | 772357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 34017 |
|---|---|
| 5-th percentile | 77138.6 |
| Q1 | 165411 |
| median | 273372 |
| Q3 | 426241 |
| 95-th percentile | 722763.2 |
| Maximum | 772357 |
| Range | 738340 |
| Interquartile range (IQR) | 260830 |
Descriptive statistics
| Standard deviation | 200923.54 |
|---|---|
| Coefficient of variation (CV) | 0.63856819 |
| Kurtosis | 0.011439188 |
| Mean | 314646.97 |
| Median Absolute Deviation (MAD) | 134898 |
| Skewness | 0.85382189 |
| Sum | 9124762 |
| Variance | 4.037027 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 183765 | 1 | 3.4% |
| 55025 | 1 | 3.4% |
| 34017 | 1 | 3.4% |
| 138474 | 1 | 3.4% |
| 227715 | 1 | 3.4% |
| 159860 | 1 | 3.4% |
| 125551 | 1 | 3.4% |
| 200001 | 1 | 3.4% |
| 252926 | 1 | 3.4% |
| 426241 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 34017 | 1 | |
| 55025 | 1 | |
| 110309 | 1 | |
| 125551 | 1 | |
| 134440 | 1 | |
| 138474 | 1 | |
| 159860 | 1 | |
| 165411 | 1 | |
| 173601 | 1 | |
| 183765 | 1 |
| Value | Count | Frequency (%) |
| 772357 | 1 | |
| 760564 | 1 | |
| 666062 | 1 | |
| 539977 | 1 | |
| 536933 | 1 | |
| 507523 | 1 | |
| 454568 | 1 | |
| 426241 | 1 | |
| 423679 | 1 | |
| 372048 | 1 |
11월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 292537.48 |
| Minimum | 19719 |
|---|---|
| Maximum | 733285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 19719 |
|---|---|
| 5-th percentile | 50055.2 |
| Q1 | 153040 |
| median | 254379 |
| Q3 | 403226 |
| 95-th percentile | 681467.4 |
| Maximum | 733285 |
| Range | 713566 |
| Interquartile range (IQR) | 250186 |
Descriptive statistics
| Standard deviation | 196202.32 |
|---|---|
| Coefficient of variation (CV) | 0.67069122 |
| Kurtosis | -0.13274846 |
| Mean | 292537.48 |
| Median Absolute Deviation (MAD) | 138766 |
| Skewness | 0.77122827 |
| Sum | 8483587 |
| Variance | 3.8495351 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 161751 | 1 | 3.4% |
| 50843 | 1 | 3.4% |
| 19719 | 1 | 3.4% |
| 92954 | 1 | 3.4% |
| 214608 | 1 | 3.4% |
| 149944 | 1 | 3.4% |
| 115613 | 1 | 3.4% |
| 185818 | 1 | 3.4% |
| 238218 | 1 | 3.4% |
| 403226 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 19719 | 1 | |
| 49530 | 1 | |
| 50843 | 1 | |
| 92954 | 1 | |
| 101969 | 1 | |
| 115613 | 1 | |
| 149944 | 1 | |
| 153040 | 1 | |
| 161751 | 1 | |
| 166285 | 1 |
| Value | Count | Frequency (%) |
| 733285 | 1 | |
| 717451 | 1 | |
| 627492 | 1 | |
| 510158 | 1 | |
| 504405 | 1 | |
| 501173 | 1 | |
| 429145 | 1 | |
| 403226 | 1 | |
| 400381 | 1 | |
| 356090 | 1 |
12월
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 302819.21 |
| Minimum | 20615 |
|---|---|
| Maximum | 764455 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 393.0 B |
Quantile statistics
| Minimum | 20615 |
|---|---|
| 5-th percentile | 49448.8 |
| Q1 | 152639 |
| median | 259972 |
| Q3 | 435645 |
| 95-th percentile | 704039.2 |
| Maximum | 764455 |
| Range | 743840 |
| Interquartile range (IQR) | 283006 |
Descriptive statistics
| Standard deviation | 207222.65 |
|---|---|
| Coefficient of variation (CV) | 0.68431145 |
| Kurtosis | -0.21095077 |
| Mean | 302819.21 |
| Median Absolute Deviation (MAD) | 138530 |
| Skewness | 0.75533762 |
| Sum | 8781757 |
| Variance | 4.2941226 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 157278 | 1 | 3.4% |
| 51037 | 1 | 3.4% |
| 20615 | 1 | 3.4% |
| 88254 | 1 | 3.4% |
| 171335 | 1 | 3.4% |
| 150094 | 1 | 3.4% |
| 121442 | 1 | 3.4% |
| 181461 | 1 | 3.4% |
| 249710 | 1 | 3.4% |
| 435645 | 1 | 3.4% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 20615 | 1 | |
| 48390 | 1 | |
| 51037 | 1 | |
| 88254 | 1 | |
| 105300 | 1 | |
| 121442 | 1 | |
| 150094 | 1 | |
| 152639 | 1 | |
| 157278 | 1 | |
| 171335 | 1 |
| Value | Count | Frequency (%) |
| 764455 | 1 | |
| 759608 | 1 | |
| 620686 | 1 | |
| 538391 | 1 | |
| 536678 | 1 | |
| 533717 | 1 | |
| 452731 | 1 | |
| 435645 | 1 | |
| 417389 | 1 | |
| 359808 | 1 |
| 역사명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 역사명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 1월 | 1.000 | 1.000 | 0.998 | 0.997 | 0.997 | 0.990 | 0.995 | 0.993 | 0.982 | 0.969 | 0.987 | 0.996 | 0.998 |
| 2월 | 1.000 | 0.998 | 1.000 | 0.996 | 0.996 | 0.985 | 0.992 | 0.984 | 0.981 | 0.971 | 0.981 | 0.995 | 0.998 |
| 3월 | 1.000 | 0.997 | 0.996 | 1.000 | 1.000 | 0.997 | 0.999 | 0.986 | 0.975 | 0.981 | 0.994 | 0.998 | 1.000 |
| 4월 | 1.000 | 0.997 | 0.996 | 1.000 | 1.000 | 0.997 | 0.999 | 0.986 | 0.975 | 0.981 | 0.994 | 0.998 | 1.000 |
| 5월 | 1.000 | 0.990 | 0.985 | 0.997 | 0.997 | 1.000 | 0.999 | 0.979 | 0.973 | 0.990 | 0.999 | 0.990 | 0.994 |
| 6월 | 1.000 | 0.995 | 0.992 | 0.999 | 0.999 | 0.999 | 1.000 | 0.983 | 0.971 | 0.982 | 0.996 | 0.996 | 0.998 |
| 7월 | 1.000 | 0.993 | 0.984 | 0.986 | 0.986 | 0.979 | 0.983 | 1.000 | 0.980 | 0.945 | 0.975 | 0.984 | 0.987 |
| 8월 | 1.000 | 0.982 | 0.981 | 0.975 | 0.975 | 0.973 | 0.971 | 0.980 | 1.000 | 0.968 | 0.969 | 0.971 | 0.976 |
| 9월 | 1.000 | 0.969 | 0.971 | 0.981 | 0.981 | 0.990 | 0.982 | 0.945 | 0.968 | 1.000 | 0.996 | 0.982 | 0.976 |
| 10월 | 1.000 | 0.987 | 0.981 | 0.994 | 0.994 | 0.999 | 0.996 | 0.975 | 0.969 | 0.996 | 1.000 | 0.994 | 0.992 |
| 11월 | 1.000 | 0.996 | 0.995 | 0.998 | 0.998 | 0.990 | 0.996 | 0.984 | 0.971 | 0.982 | 0.994 | 1.000 | 0.999 |
| 12월 | 1.000 | 0.998 | 0.998 | 1.000 | 1.000 | 0.994 | 0.998 | 0.987 | 0.976 | 0.976 | 0.992 | 0.999 | 1.000 |
| 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1월 | 1.000 | 1.000 | 0.975 | 0.974 | 0.972 | 0.987 | 0.997 | 0.995 | 0.947 | 0.968 | 0.976 | 0.990 |
| 2월 | 1.000 | 1.000 | 0.975 | 0.975 | 0.972 | 0.988 | 0.997 | 0.996 | 0.947 | 0.968 | 0.977 | 0.990 |
| 3월 | 0.975 | 0.975 | 1.000 | 0.998 | 0.998 | 0.994 | 0.977 | 0.967 | 0.976 | 0.994 | 0.997 | 0.992 |
| 4월 | 0.974 | 0.975 | 0.998 | 1.000 | 0.997 | 0.995 | 0.979 | 0.968 | 0.976 | 0.994 | 0.997 | 0.992 |
| 5월 | 0.972 | 0.972 | 0.998 | 0.997 | 1.000 | 0.992 | 0.974 | 0.966 | 0.985 | 0.996 | 0.993 | 0.989 |
| 6월 | 0.987 | 0.988 | 0.994 | 0.995 | 0.992 | 1.000 | 0.992 | 0.986 | 0.971 | 0.990 | 0.992 | 0.995 |
| 7월 | 0.997 | 0.997 | 0.977 | 0.979 | 0.974 | 0.992 | 1.000 | 0.997 | 0.951 | 0.972 | 0.980 | 0.990 |
| 8월 | 0.995 | 0.996 | 0.967 | 0.968 | 0.966 | 0.986 | 0.997 | 1.000 | 0.947 | 0.965 | 0.969 | 0.984 |
| 9월 | 0.947 | 0.947 | 0.976 | 0.976 | 0.985 | 0.971 | 0.951 | 0.947 | 1.000 | 0.978 | 0.966 | 0.961 |
| 10월 | 0.968 | 0.968 | 0.994 | 0.994 | 0.996 | 0.990 | 0.972 | 0.965 | 0.978 | 1.000 | 0.993 | 0.987 |
| 11월 | 0.976 | 0.977 | 0.997 | 0.997 | 0.993 | 0.992 | 0.980 | 0.969 | 0.966 | 0.993 | 1.000 | 0.995 |
| 12월 | 0.990 | 0.990 | 0.992 | 0.992 | 0.989 | 0.995 | 0.990 | 0.984 | 0.961 | 0.987 | 0.995 | 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.
| 역사명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 계양 | 138696 | 132686 | 176741 | 181216 | 186124 | 168722 | 163476 | 156186 | 178965 | 183765 | 161751 | 157278 |
| 1 | 귤현 | 40363 | 38163 | 46962 | 47430 | 51681 | 48930 | 48769 | 46531 | 50776 | 55025 | 50843 | 51037 |
| 2 | 박촌 | 171196 | 162175 | 195458 | 197832 | 198069 | 184572 | 190481 | 174460 | 181439 | 192599 | 179701 | 190447 |
| 3 | 임학 | 383321 | 362556 | 429806 | 426682 | 429184 | 393408 | 398631 | 373986 | 392213 | 423679 | 400381 | 417389 |
| 4 | 계산 | 531172 | 507479 | 682702 | 676932 | 679333 | 602522 | 569785 | 529013 | 621222 | 666062 | 627492 | 620686 |
| 5 | 경인교대입구 | 323959 | 311379 | 384463 | 378283 | 377457 | 347287 | 337632 | 322090 | 345818 | 372048 | 356090 | 359808 |
| 6 | 작전 | 679677 | 646139 | 779471 | 777147 | 781526 | 716998 | 722620 | 671718 | 729466 | 772357 | 733285 | 759608 |
| 7 | 갈산 | 409221 | 391590 | 467888 | 461019 | 450016 | 417704 | 431298 | 388688 | 415073 | 454568 | 429145 | 452731 |
| 8 | 부평구청 | 298806 | 285201 | 335445 | 339003 | 336702 | 313516 | 321617 | 296522 | 314099 | 340445 | 322192 | 338487 |
| 9 | 부평시장 | 473803 | 450647 | 538491 | 538236 | 536551 | 497496 | 522611 | 483294 | 510756 | 536933 | 510158 | 536678 |
| 역사명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19 | 신연수 | 229123 | 219508 | 278324 | 276047 | 269232 | 249461 | 246414 | 223754 | 254166 | 273372 | 254379 | 259972 |
| 20 | 원인재 | 142918 | 139255 | 168386 | 170265 | 160812 | 153907 | 162154 | 146560 | 153337 | 165411 | 153040 | 152639 |
| 21 | 동춘 | 405872 | 389378 | 437974 | 424758 | 435813 | 396247 | 429032 | 397879 | 406364 | 426241 | 403226 | 435645 |
| 22 | 동막 | 231616 | 224472 | 258112 | 256806 | 252274 | 235149 | 250234 | 224424 | 234254 | 252926 | 238218 | 249710 |
| 23 | 캠퍼스타운 | 150210 | 146542 | 200653 | 189416 | 198423 | 171681 | 172408 | 162854 | 186375 | 200001 | 185818 | 181461 |
| 24 | 테크노파크 | 90341 | 90238 | 105657 | 114022 | 112699 | 110784 | 124280 | 110428 | 126266 | 125551 | 115613 | 121442 |
| 25 | 지식정보단지 | 118371 | 115936 | 156022 | 154763 | 152917 | 137762 | 136447 | 124040 | 145530 | 159860 | 149944 | 150094 |
| 26 | 인천대입구 | 75399 | 77506 | 216638 | 221369 | 214404 | 162354 | 104686 | 84651 | 205892 | 227715 | 214608 | 171335 |
| 27 | 센트럴파크 | 59987 | 57144 | 68657 | 73929 | 81434 | 81989 | 93991 | 95426 | 107829 | 138474 | 92954 | 88254 |
| 28 | 국제업무지구 | 13174 | 13120 | 19851 | 20736 | 19122 | 21744 | 38657 | 33711 | 27519 | 34017 | 19719 | 20615 |