Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 72 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.6 KiB |
Average record size in memory | 36.8 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 3 |
Dataset
Description | 광주교통공사 지하수유출현황에 대한 데이터로 월별, 역별(문화전당역, 양동시장역, 공항역)의 지하수 유출정보를 제공합니다. |
---|---|
Author | 광주교통공사 |
URL | https://www.data.go.kr/data/15045354/fileData.do |
Reproduction
Analysis started | 2024-04-06 08:10:09.450498 |
---|---|
Analysis finished | 2024-04-06 08:10:12.179116 |
Duration | 2.73 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Date
UNIQUE
 
Distinct | 72 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 708.0 B |
Minimum | 2018-01-01 00:00:00 |
---|---|
Maximum | 2023-12-01 00:00:00 |
문화전당역
Real number (ℝ)
Distinct | 57 |
---|---|
Distinct (%) | 79.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20828.637 |
Minimum | 13326 |
---|---|
Maximum | 24988.171 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 13326 |
---|---|
5-th percentile | 18001.794 |
Q1 | 19514.382 |
median | 20982.184 |
Q3 | 22017.573 |
95-th percentile | 23463.259 |
Maximum | 24988.171 |
Range | 11662.171 |
Interquartile range (IQR) | 2503.1901 |
Descriptive statistics
Standard deviation | 1908.8464 |
---|---|
Coefficient of variation (CV) | 0.091645282 |
Kurtosis | 2.4218421 |
Mean | 20828.637 |
Median Absolute Deviation (MAD) | 1191.1994 |
Skewness | -0.81096456 |
Sum | 1499661.9 |
Variance | 3643694.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21999.62972 | 2 | 2.8% |
22492.22652 | 2 | 2.8% |
16951.87663 | 2 | 2.8% |
18554.79913 | 2 | 2.8% |
18001.79398 | 2 | 2.8% |
19289.4638 | 2 | 2.8% |
19197.14461 | 2 | 2.8% |
21496.5521 | 2 | 2.8% |
22006.76341 | 2 | 2.8% |
20879.91987 | 2 | 2.8% |
Other values (47) | 52 |
Value | Count | Frequency (%) |
13326.0 | 1 | |
16951.87663 | 2 | |
18001.79398 | 2 | |
18330.0 | 1 | |
18554.79913 | 2 | |
18809.0 | 1 | |
19026.0 | 1 | |
19170.0 | 1 | |
19197.14461 | 2 | |
19289.4638 | 2 |
Value | Count | Frequency (%) |
24988.1709 | 1 | |
24569.69 | 1 | |
24374.45784 | 1 | |
23675.65409 | 1 | |
23289.48052 | 1 | |
23079.72874 | 1 | |
22953.67575 | 1 | |
22788.39135 | 1 | |
22633.20567 | 1 | |
22609.03436 | 1 |
양동시장역
Real number (ℝ)
UNIQUE
 
Distinct | 72 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9980.2812 |
Minimum | 5914.7914 |
---|---|
Maximum | 15510 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 5914.7914 |
---|---|
5-th percentile | 6558.5618 |
Q1 | 8327.0632 |
median | 9822.415 |
Q3 | 11291.5 |
95-th percentile | 14445.955 |
Maximum | 15510 |
Range | 9595.2086 |
Interquartile range (IQR) | 2964.4368 |
Descriptive statistics
Standard deviation | 2266.6934 |
---|---|
Coefficient of variation (CV) | 0.22711718 |
Kurtosis | -0.14142842 |
Mean | 9980.2812 |
Median Absolute Deviation (MAD) | 1475.585 |
Skewness | 0.43475219 |
Sum | 718580.25 |
Variance | 5137898.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12150.0 | 1 | 1.4% |
7637.743339 | 1 | 1.4% |
6327.269028 | 1 | 1.4% |
6645.430442 | 1 | 1.4% |
6452.389028 | 1 | 1.4% |
6659.731658 | 1 | 1.4% |
6183.380983 | 1 | 1.4% |
6968.959482 | 1 | 1.4% |
8859.454116 | 1 | 1.4% |
8696.933547 | 1 | 1.4% |
Other values (62) | 62 |
Value | Count | Frequency (%) |
5914.791368 | 1 | |
6183.380983 | 1 | |
6327.269028 | 1 | |
6452.389028 | 1 | |
6645.430442 | 1 | |
6659.731658 | 1 | |
6968.959482 | 1 | |
7287.082671 | 1 | |
7347.937071 | 1 | |
7462.109837 | 1 |
Value | Count | Frequency (%) |
15510.0 | 1 | |
15150.0 | 1 | |
14909.12747 | 1 | |
14640.0 | 1 | |
14287.19144 | 1 | |
13920.0 | 1 | |
12908.21867 | 1 | |
12690.0 | 1 | |
12645.0 | 1 | |
12630.0 | 1 |
공항역
Real number (ℝ)
Distinct | 60 |
---|---|
Distinct (%) | 83.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50470.087 |
Minimum | 37376.393 |
---|---|
Maximum | 65370 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 780.0 B |
Quantile statistics
Minimum | 37376.393 |
---|---|
5-th percentile | 39164.182 |
Q1 | 46424.829 |
median | 50569.351 |
Q3 | 53931.442 |
95-th percentile | 60837.568 |
Maximum | 65370 |
Range | 27993.607 |
Interquartile range (IQR) | 7506.6137 |
Descriptive statistics
Standard deviation | 5865.0414 |
---|---|
Coefficient of variation (CV) | 0.11620827 |
Kurtosis | 0.29166438 |
Mean | 50470.087 |
Median Absolute Deviation (MAD) | 3667.0642 |
Skewness | 0.10606082 |
Sum | 3633846.3 |
Variance | 34398711 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
48589.71405 | 2 | 2.8% |
53175.40221 | 2 | 2.8% |
53494.64878 | 2 | 2.8% |
55639.93894 | 2 | 2.8% |
57121.53176 | 2 | 2.8% |
61660.54008 | 2 | 2.8% |
44169.69118 | 2 | 2.8% |
45849.00199 | 2 | 2.8% |
48046.28047 | 2 | 2.8% |
50444.70237 | 2 | 2.8% |
Other values (50) | 52 |
Value | Count | Frequency (%) |
37376.39304 | 1 | |
38344.84242 | 1 | |
38688.50511 | 1 | |
38977.27727 | 1 | |
39317.10373 | 1 | |
43436.0 | 1 | |
44169.69118 | 2 | |
44250.0 | 1 | |
44543.83702 | 1 | |
44938.17895 | 1 |
Value | Count | Frequency (%) |
65370.0 | 1 | |
64792.0 | 1 | |
61660.54008 | 2 | |
60164.22795 | 1 | |
58456.0 | 1 | |
57395.56035 | 1 | |
57121.53176 | 2 | |
56100.0 | 1 | |
55674.0 | 1 | |
55639.93894 | 2 |
구분 | 문화전당역 | 양동시장역 | 공항역 | |
---|---|---|---|---|
구분 | 1.000 | 1.000 | 1.000 | 1.000 |
문화전당역 | 1.000 | 1.000 | 0.512 | 0.505 |
양동시장역 | 1.000 | 0.512 | 1.000 | 0.579 |
공항역 | 1.000 | 0.505 | 0.579 | 1.000 |
문화전당역 | 양동시장역 | 공항역 | |
---|---|---|---|
문화전당역 | 1.000 | -0.022 | 0.166 |
양동시장역 | -0.022 | 1.000 | 0.437 |
공항역 | 0.166 | 0.437 | 1.000 |
구분 | 문화전당역 | 양동시장역 | 공항역 | |
---|---|---|---|---|
0 | 2018-01-01 | 13326.0 | 12150.0 | 50730.0 |
1 | 2018-02-01 | 18330.0 | 10650.0 | 49440.0 |
2 | 2018-03-01 | 19920.0 | 10860.0 | 50850.0 |
3 | 2018-04-01 | 19920.0 | 9990.0 | 44250.0 |
4 | 2018-05-01 | 20700.0 | 10560.0 | 46080.0 |
5 | 2018-06-01 | 20160.0 | 10080.0 | 46920.0 |
6 | 2018-07-01 | 20370.0 | 12690.0 | 49950.0 |
7 | 2018-08-01 | 20700.0 | 13920.0 | 53910.0 |
8 | 2018-09-01 | 21960.0 | 15150.0 | 54840.0 |
9 | 2018-10-01 | 22050.0 | 15510.0 | 56100.0 |
구분 | 문화전당역 | 양동시장역 | 공항역 | |
---|---|---|---|---|
62 | 2023-03-01 | 23079.72874 | 7287.082671 | 39317.10373 |
63 | 2023-04-01 | 22247.61983 | 5914.791368 | 37376.39304 |
64 | 2023-05-01 | 22788.39135 | 7347.937071 | 38344.84242 |
65 | 2023-06-01 | 22337.18392 | 7462.109837 | 38977.27727 |
66 | 2023-07-01 | 24988.1709 | 10336.10987 | 48435.39573 |
67 | 2023-08-01 | 24374.45784 | 10420.10984 | 51229.03175 |
68 | 2023-09-01 | 22121.23626 | 9526.109837 | 47216.43439 |
69 | 2023-10-01 | 23675.65409 | 9934.282671 | 46791.41854 |
70 | 2023-11-01 | 22609.03436 | 9490.109837 | 44938.17895 |
71 | 2023-12-01 | 23289.48052 | 9392.391471 | 46520.17827 |