Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 1830 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 77.0 KiB |
Average record size in memory | 43.1 B |
Variable types
Categorical | 1 |
---|---|
DateTime | 1 |
Numeric | 3 |
Dataset
Description | 인천지하철 1호선 2023년4월1일부터 2023년5월31일까지 일별 승하차현황입니다.(역명, 일자, 이용인원, 승차인원, 하차인원) |
---|---|
Author | 인천교통공사 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15060369&srcSe=7661IVAWM27C61E190 |
이용인원 is highly overall correlated with 승차인원 and 2 other fields | High correlation |
승차인원 is highly overall correlated with 이용인원 and 2 other fields | High correlation |
하차인원 is highly overall correlated with 이용인원 and 2 other fields | High correlation |
역명 is highly overall correlated with 이용인원 and 2 other fields | High correlation |
Reproduction
Analysis started | 2024-03-18 03:10:40.257340 |
---|---|
Analysis finished | 2024-03-18 03:10:41.448045 |
Duration | 1.19 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
역명
Categorical
HIGH CORRELATION
 
Distinct | 30 |
---|---|
Distinct (%) | 1.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 14.4 KiB |
계양 | 61 |
---|---|
귤현 | 61 |
박촌 | 61 |
임학 | 61 |
계산 | 61 |
Other values (25) |
Length
Max length | 8 |
---|---|
Median length | 6 |
Mean length | 3.7333333 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 계양 |
---|---|
2nd row | 계양 |
3rd row | 계양 |
4th row | 계양 |
5th row | 계양 |
Common Values
Value | Count | Frequency (%) |
계양 | 61 | 3.3% |
귤현 | 61 | 3.3% |
박촌 | 61 | 3.3% |
임학 | 61 | 3.3% |
계산 | 61 | 3.3% |
경인교대입구 | 61 | 3.3% |
작전 | 61 | 3.3% |
갈산 | 61 | 3.3% |
부평구청 | 61 | 3.3% |
부평시장 | 61 | 3.3% |
Other values (20) | 1220 |
Length
Value | Count | Frequency (%) |
계양 | 61 | 3.3% |
귤현 | 61 | 3.3% |
국제업무지구 | 61 | 3.3% |
센트럴파크 | 61 | 3.3% |
인천대입구 | 61 | 3.3% |
지식정보단지 | 61 | 3.3% |
테크노파크 | 61 | 3.3% |
캠퍼스타운 | 61 | 3.3% |
동막 | 61 | 3.3% |
동춘 | 61 | 3.3% |
Other values (20) | 1220 |
일자
Date
Distinct | 61 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 14.4 KiB |
Minimum | 2023-04-01 00:00:00 |
---|---|
Maximum | 2023-05-31 00:00:00 |
이용인원
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 1735 |
---|---|
Distinct (%) | 94.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12753.533 |
Minimum | 628 |
---|---|
Maximum | 33833 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 16.2 KiB |
Quantile statistics
Minimum | 628 |
---|---|
5-th percentile | 3209.45 |
Q1 | 6958.75 |
median | 11543 |
Q3 | 17734 |
95-th percentile | 27638.45 |
Maximum | 33833 |
Range | 33205 |
Interquartile range (IQR) | 10775.25 |
Descriptive statistics
Standard deviation | 7503.897 |
---|---|
Coefficient of variation (CV) | 0.58837789 |
Kurtosis | -0.47645111 |
Mean | 12753.533 |
Median Absolute Deviation (MAD) | 5174 |
Skewness | 0.63773817 |
Sum | 23338966 |
Variance | 56308470 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12119 | 3 | 0.2% |
3258 | 3 | 0.2% |
3659 | 3 | 0.2% |
21794 | 2 | 0.1% |
8275 | 2 | 0.1% |
6572 | 2 | 0.1% |
7990 | 2 | 0.1% |
6259 | 2 | 0.1% |
5393 | 2 | 0.1% |
7790 | 2 | 0.1% |
Other values (1725) | 1807 |
Value | Count | Frequency (%) |
628 | 1 | |
676 | 1 | |
685 | 1 | |
690 | 1 | |
732 | 1 | |
764 | 1 | |
765 | 1 | |
812 | 1 | |
858 | 1 | |
1151 | 1 |
Value | Count | Frequency (%) |
33833 | 1 | |
33685 | 1 | |
33635 | 1 | |
33169 | 1 | |
32109 | 1 | |
31969 | 1 | |
31940 | 1 | |
31589 | 1 | |
31494 | 1 | |
31311 | 1 |
승차인원
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 1691 |
---|---|
Distinct (%) | 92.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6405.1153 |
Minimum | 318 |
---|---|
Maximum | 16444 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 16.2 KiB |
Quantile statistics
Minimum | 318 |
---|---|
5-th percentile | 1368.95 |
Q1 | 3529.75 |
median | 5915 |
Q3 | 8900.75 |
95-th percentile | 13699.75 |
Maximum | 16444 |
Range | 16126 |
Interquartile range (IQR) | 5371 |
Descriptive statistics
Standard deviation | 3757.8328 |
---|---|
Coefficient of variation (CV) | 0.58669246 |
Kurtosis | -0.48447033 |
Mean | 6405.1153 |
Median Absolute Deviation (MAD) | 2573 |
Skewness | 0.62275479 |
Sum | 11721361 |
Variance | 14121308 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5435 | 3 | 0.2% |
1364 | 3 | 0.2% |
6295 | 3 | 0.2% |
834 | 3 | 0.2% |
3496 | 3 | 0.2% |
6101 | 3 | 0.2% |
1318 | 3 | 0.2% |
3446 | 2 | 0.1% |
4033 | 2 | 0.1% |
14954 | 2 | 0.1% |
Other values (1681) | 1803 |
Value | Count | Frequency (%) |
318 | 1 | |
329 | 1 | |
356 | 1 | |
358 | 2 | |
388 | 1 | |
393 | 1 | |
415 | 1 | |
446 | 1 | |
561 | 1 | |
585 | 2 |
Value | Count | Frequency (%) |
16444 | 1 | |
16404 | 1 | |
16295 | 1 | |
16191 | 1 | |
15970 | 1 | |
15890 | 1 | |
15644 | 1 | |
15614 | 1 | |
15596 | 1 | |
15570 | 1 |
하차인원
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 1689 |
---|---|
Distinct (%) | 92.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6348.418 |
Minimum | 310 |
---|---|
Maximum | 17444 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 16.2 KiB |
Quantile statistics
Minimum | 310 |
---|---|
5-th percentile | 1627.7 |
Q1 | 3461.25 |
median | 5682.5 |
Q3 | 8801 |
95-th percentile | 13896.85 |
Maximum | 17444 |
Range | 17134 |
Interquartile range (IQR) | 5339.75 |
Descriptive statistics
Standard deviation | 3754.9157 |
---|---|
Coefficient of variation (CV) | 0.59147267 |
Kurtosis | -0.44404552 |
Mean | 6348.418 |
Median Absolute Deviation (MAD) | 2625 |
Skewness | 0.65799987 |
Sum | 11617605 |
Variance | 14099392 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1892 | 3 | 0.2% |
3279 | 3 | 0.2% |
2630 | 3 | 0.2% |
6482 | 3 | 0.2% |
3881 | 3 | 0.2% |
5936 | 3 | 0.2% |
1701 | 3 | 0.2% |
1770 | 3 | 0.2% |
4163 | 3 | 0.2% |
4814 | 2 | 0.1% |
Other values (1679) | 1801 |
Value | Count | Frequency (%) |
310 | 1 | |
320 | 1 | |
332 | 1 | |
356 | 1 | |
372 | 1 | |
374 | 1 | |
376 | 1 | |
397 | 1 | |
412 | 1 | |
566 | 1 |
Value | Count | Frequency (%) |
17444 | 1 | |
17429 | 1 | |
17390 | 1 | |
16725 | 1 | |
16383 | 1 | |
16325 | 1 | |
16207 | 1 | |
16139 | 1 | |
16107 | 1 | |
15937 | 1 |
역명 | 일자 | 이용인원 | 승차인원 | 하차인원 | |
---|---|---|---|---|---|
역명 | 1.000 | 0.000 | 0.931 | 0.938 | 0.929 |
일자 | 0.000 | 1.000 | 0.098 | 0.000 | 0.070 |
이용인원 | 0.931 | 0.098 | 1.000 | 0.990 | 0.995 |
승차인원 | 0.938 | 0.000 | 0.990 | 1.000 | 0.981 |
하차인원 | 0.929 | 0.070 | 0.995 | 0.981 | 1.000 |
이용인원 | 승차인원 | 하차인원 | 역명 | |
---|---|---|---|---|
이용인원 | 1.000 | 0.999 | 0.999 | 0.609 |
승차인원 | 0.999 | 1.000 | 0.995 | 0.628 |
하차인원 | 0.999 | 0.995 | 1.000 | 0.604 |
역명 | 0.609 | 0.628 | 0.604 | 1.000 |
역명 | 일자 | 이용인원 | 승차인원 | 하차인원 | |
---|---|---|---|---|---|
0 | 계양 | 2023-05-31 | 8399 | 4342 | 4057 |
1 | 계양 | 2023-05-30 | 8527 | 4383 | 4144 |
2 | 계양 | 2023-05-29 | 5105 | 2493 | 2612 |
3 | 계양 | 2023-05-28 | 3600 | 1595 | 2005 |
4 | 계양 | 2023-05-27 | 4953 | 2323 | 2630 |
5 | 계양 | 2023-05-26 | 8598 | 4394 | 4204 |
6 | 계양 | 2023-05-25 | 8936 | 4432 | 4504 |
7 | 계양 | 2023-05-24 | 8461 | 4308 | 4153 |
8 | 계양 | 2023-05-23 | 8429 | 4361 | 4068 |
9 | 계양 | 2023-05-22 | 8286 | 4284 | 4002 |
역명 | 일자 | 이용인원 | 승차인원 | 하차인원 | |
---|---|---|---|---|---|
1820 | 송도달빛축제공원 | 2023-04-10 | 10156 | 5075 | 5081 |
1821 | 송도달빛축제공원 | 2023-04-09 | 6356 | 3206 | 3150 |
1822 | 송도달빛축제공원 | 2023-04-08 | 8284 | 4224 | 4060 |
1823 | 송도달빛축제공원 | 2023-04-07 | 10296 | 5214 | 5082 |
1824 | 송도달빛축제공원 | 2023-04-06 | 9763 | 4926 | 4837 |
1825 | 송도달빛축제공원 | 2023-04-05 | 8744 | 4332 | 4412 |
1826 | 송도달빛축제공원 | 2023-04-04 | 9943 | 4962 | 4981 |
1827 | 송도달빛축제공원 | 2023-04-03 | 10132 | 5115 | 5017 |
1828 | 송도달빛축제공원 | 2023-04-02 | 6864 | 3409 | 3455 |
1829 | 송도달빛축제공원 | 2023-04-01 | 8281 | 4176 | 4105 |