Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 156 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 10.9 KiB |
Average record size in memory | 71.8 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 7 |
Dataset
Description | 대구광역시 상수도사업본부의 정수장별 낙동강 본류 월간 취수량 데이터입니다. 2011년부터 낙동강 본류 정수장별, 월별 생활용수 및 공업용수 취수량을 제공합니다 |
---|---|
Author | 대구광역시 |
URL | https://www.data.go.kr/data/15086307/fileData.do |
합계 is highly overall correlated with 생활용수 계 and 3 other fields | High correlation |
생활용수 계 is highly overall correlated with 합계 and 1 other fields | High correlation |
매곡(생활용수) is highly overall correlated with 합계 and 4 other fields | High correlation |
문산(생활용수) is highly overall correlated with 공업용수 계 and 2 other fields | High correlation |
공업용수 계 is highly overall correlated with 합계 and 4 other fields | High correlation |
죽곡(공업용수) is highly overall correlated with 합계 and 4 other fields | High correlation |
구지(공업용수) is highly overall correlated with 매곡(생활용수) and 3 other fields | High correlation |
연월 has unique values | Unique |
합계 has unique values | Unique |
생활용수 계 has unique values | Unique |
매곡(생활용수) has unique values | Unique |
문산(생활용수) has unique values | Unique |
공업용수 계 has unique values | Unique |
죽곡(공업용수) has unique values | Unique |
구지(공업용수) has 98 (62.8%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-15 02:49:07.282894 |
---|---|
Analysis finished | 2024-03-15 02:49:22.287580 |
Duration | 15 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연월
Date
UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
Minimum | 2011-01-01 00:00:00 |
---|---|
Maximum | 2023-12-01 00:00:00 |
합계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19984208 |
Minimum | 15635825 |
---|---|
Maximum | 23123648 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 15635825 |
---|---|
5-th percentile | 16792687 |
Q1 | 18910574 |
median | 20139868 |
Q3 | 21242139 |
95-th percentile | 22616778 |
Maximum | 23123648 |
Range | 7487823 |
Interquartile range (IQR) | 2331565.2 |
Descriptive statistics
Standard deviation | 1668342.7 |
---|---|
Coefficient of variation (CV) | 0.083483053 |
Kurtosis | -0.31962372 |
Mean | 19984208 |
Median Absolute Deviation (MAD) | 1159546 |
Skewness | -0.36207198 |
Sum | 3.1175364 × 109 |
Variance | 2.7833673 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20969095 | 1 | 0.6% |
18901673 | 1 | 0.6% |
19731742 | 1 | 0.6% |
21140931 | 1 | 0.6% |
20961170 | 1 | 0.6% |
19439818 | 1 | 0.6% |
20048005 | 1 | 0.6% |
19284601 | 1 | 0.6% |
19611107 | 1 | 0.6% |
16762716 | 1 | 0.6% |
Other values (146) | 146 |
Value | Count | Frequency (%) |
15635825 | 1 | |
16105239 | 1 | |
16367942 | 1 | |
16390614 | 1 | |
16412720 | 1 | |
16514421 | 1 | |
16757465 | 1 | |
16762716 | 1 | |
16802677 | 1 | |
16936502 | 1 |
Value | Count | Frequency (%) |
23123648 | 1 | |
23030073 | 1 | |
23027760 | 1 | |
22979527 | 1 | |
22921232 | 1 | |
22804816 | 1 | |
22709781 | 1 | |
22668484 | 1 | |
22599542 | 1 | |
22571223 | 1 |
생활용수 계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16590358 |
Minimum | 12956230 |
---|---|
Maximum | 19597684 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 12956230 |
---|---|
5-th percentile | 14178328 |
Q1 | 15945348 |
median | 16589472 |
Q3 | 17485264 |
95-th percentile | 18753142 |
Maximum | 19597684 |
Range | 6641454 |
Interquartile range (IQR) | 1539916.5 |
Descriptive statistics
Standard deviation | 1343353.8 |
---|---|
Coefficient of variation (CV) | 0.08097196 |
Kurtosis | 0.35290579 |
Mean | 16590358 |
Median Absolute Deviation (MAD) | 725489 |
Skewness | -0.34224285 |
Sum | 2.5880959 × 109 |
Variance | 1.8045995 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
17223385 | 1 | 0.6% |
16181994 | 1 | 0.6% |
16558483 | 1 | 0.6% |
17856679 | 1 | 0.6% |
17869639 | 1 | 0.6% |
16571852 | 1 | 0.6% |
16724909 | 1 | 0.6% |
16199801 | 1 | 0.6% |
16542304 | 1 | 0.6% |
13837983 | 1 | 0.6% |
Other values (146) | 146 |
Value | Count | Frequency (%) |
12956230 | 1 | |
13158639 | 1 | |
13192331 | 1 | |
13202217 | 1 | |
13362048 | 1 | |
13837983 | 1 | |
14138229 | 1 | |
14161855 | 1 | |
14183819 | 1 | |
14199616 | 1 |
Value | Count | Frequency (%) |
19597684 | 1 | |
19570637 | 1 | |
19496746 | 1 | |
19255312 | 1 | |
19173813 | 1 | |
18914756 | 1 | |
18876058 | 1 | |
18811551 | 1 | |
18733672 | 1 | |
18715060 | 1 |
매곡(생활용수)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12867679 |
Minimum | 9308976 |
---|---|
Maximum | 15993120 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 9308976 |
---|---|
5-th percentile | 9670957 |
Q1 | 11971885 |
median | 13048679 |
Q3 | 13810530 |
95-th percentile | 14902934 |
Maximum | 15993120 |
Range | 6684144 |
Interquartile range (IQR) | 1838645.5 |
Descriptive statistics
Standard deviation | 1449723.3 |
---|---|
Coefficient of variation (CV) | 0.11266393 |
Kurtosis | 0.13733187 |
Mean | 12867679 |
Median Absolute Deviation (MAD) | 867900 |
Skewness | -0.56363778 |
Sum | 2.007358 × 109 |
Variance | 2.1016977 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
14111237 | 1 | 0.6% |
11982270 | 1 | 0.6% |
12870790 | 1 | 0.6% |
13534140 | 1 | 0.6% |
13585600 | 1 | 0.6% |
12789700 | 1 | 0.6% |
12884860 | 1 | 0.6% |
12743810 | 1 | 0.6% |
12956610 | 1 | 0.6% |
9315710 | 1 | 0.6% |
Other values (146) | 146 |
Value | Count | Frequency (%) |
9308976 | 1 | |
9315710 | 1 | |
9421060 | 1 | |
9437340 | 1 | |
9461630 | 1 | |
9509500 | 1 | |
9538240 | 1 | |
9619780 | 1 | |
9688016 | 1 | |
9755960 | 1 |
Value | Count | Frequency (%) |
15993120 | 1 | |
15860288 | 1 | |
15555269 | 1 | |
15504894 | 1 | |
15375584 | 1 | |
15049024 | 1 | |
15019808 | 1 | |
14912384 | 1 | |
14899784 | 1 | |
14899042 | 1 |
문산(생활용수)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3722678.9 |
Minimum | 262132 |
---|---|
Maximum | 5388368 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 262132 |
---|---|
5-th percentile | 518739.75 |
Q1 | 3259932 |
median | 3642424.5 |
Q3 | 4754757.2 |
95-th percentile | 5121817.5 |
Maximum | 5388368 |
Range | 5126236 |
Interquartile range (IQR) | 1494825.2 |
Descriptive statistics
Standard deviation | 1199446.7 |
---|---|
Coefficient of variation (CV) | 0.32219988 |
Kurtosis | 1.8911452 |
Mean | 3722678.9 |
Median Absolute Deviation (MAD) | 679677 |
Skewness | -1.3009181 |
Sum | 5.8073791 × 108 |
Variance | 1.4386723 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3112148 | 1 | 0.6% |
4199724 | 1 | 0.6% |
3687693 | 1 | 0.6% |
4322539 | 1 | 0.6% |
4284039 | 1 | 0.6% |
3782152 | 1 | 0.6% |
3840049 | 1 | 0.6% |
3455991 | 1 | 0.6% |
3585694 | 1 | 0.6% |
4522273 | 1 | 0.6% |
Other values (146) | 146 |
Value | Count | Frequency (%) |
262132 | 1 | |
283159 | 1 | |
303760 | 1 | |
396071 | 1 | |
447569 | 1 | |
447759 | 1 | |
473220 | 1 | |
506571 | 1 | |
522796 | 1 | |
523573 | 1 |
Value | Count | Frequency (%) |
5388368 | 1 | |
5380100 | 1 | |
5236371 | 1 | |
5231562 | 1 | |
5223911 | 1 | |
5193082 | 1 | |
5182388 | 1 | |
5172384 | 1 | |
5104962 | 1 | |
5075213 | 1 |
공업용수 계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3393849.6 |
Minimum | 1974532 |
---|---|
Maximum | 4491930 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 1974532 |
---|---|
5-th percentile | 2455580.5 |
Q1 | 2812036.5 |
median | 3486930 |
Q3 | 3906815 |
95-th percentile | 4310630 |
Maximum | 4491930 |
Range | 2517398 |
Interquartile range (IQR) | 1094778.5 |
Descriptive statistics
Standard deviation | 628792.82 |
---|---|
Coefficient of variation (CV) | 0.18527422 |
Kurtosis | -1.1118284 |
Mean | 3393849.6 |
Median Absolute Deviation (MAD) | 530780.5 |
Skewness | -0.15299699 |
Sum | 5.2944053 × 108 |
Variance | 3.9538041 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3745710 | 1 | 0.6% |
2719679 | 1 | 0.6% |
3173259 | 1 | 0.6% |
3284252 | 1 | 0.6% |
3091531 | 1 | 0.6% |
2867966 | 1 | 0.6% |
3323096 | 1 | 0.6% |
3084800 | 1 | 0.6% |
3068803 | 1 | 0.6% |
2924733 | 1 | 0.6% |
Other values (146) | 146 |
Value | Count | Frequency (%) |
1974532 | 1 | |
2167683 | 1 | |
2228759 | 1 | |
2233777 | 1 | |
2273777 | 1 | |
2298565 | 1 | |
2435060 | 1 | |
2452102 | 1 | |
2456740 | 1 | |
2466522 | 1 |
Value | Count | Frequency (%) |
4491930 | 1 | |
4416223 | 1 | |
4355460 | 1 | |
4353450 | 1 | |
4349380 | 1 | |
4316110 | 1 | |
4312700 | 1 | |
4312190 | 1 | |
4310110 | 1 | |
4294360 | 1 |
죽곡(공업용수)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 156 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3383949.9 |
Minimum | 1958606 |
---|---|
Maximum | 4491930 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 1958606 |
---|---|
5-th percentile | 2432485.5 |
Q1 | 2790594 |
median | 3485350 |
Q3 | 3906815 |
95-th percentile | 4310630 |
Maximum | 4491930 |
Range | 2533324 |
Interquartile range (IQR) | 1116221 |
Descriptive statistics
Standard deviation | 638900.93 |
---|---|
Coefficient of variation (CV) | 0.18880331 |
Kurtosis | -1.1320825 |
Mean | 3383949.9 |
Median Absolute Deviation (MAD) | 540153.5 |
Skewness | -0.15940882 |
Sum | 5.2789618 × 108 |
Variance | 4.081944 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3745710 | 1 | 0.6% |
2689706 | 1 | 0.6% |
3137496 | 1 | 0.6% |
3284250 | 1 | 0.6% |
3040227 | 1 | 0.6% |
2850048 | 1 | 0.6% |
3319120 | 1 | 0.6% |
3065408 | 1 | 0.6% |
3040766 | 1 | 0.6% |
2898451 | 1 | 0.6% |
Other values (146) | 146 |
Value | Count | Frequency (%) |
1958606 | 1 | |
2148102 | 1 | |
2211983 | 1 | |
2212484 | 1 | |
2247202 | 1 | |
2280169 | 1 | |
2409640 | 1 | |
2421858 | 1 | |
2436028 | 1 | |
2437638 | 1 |
Value | Count | Frequency (%) |
4491930 | 1 | |
4416223 | 1 | |
4355460 | 1 | |
4353450 | 1 | |
4349380 | 1 | |
4316110 | 1 | |
4312700 | 1 | |
4312190 | 1 | |
4310110 | 1 | |
4294360 | 1 |
구지(공업용수)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 37.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9899.7179 |
Minimum | 0 |
---|---|
Maximum | 57529 |
Zeros | 98 |
Zeros (%) | 62.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 24897.25 |
95-th percentile | 33425.25 |
Maximum | 57529 |
Range | 57529 |
Interquartile range (IQR) | 24897.25 |
Descriptive statistics
Standard deviation | 14121.091 |
---|---|
Coefficient of variation (CV) | 1.4264135 |
Kurtosis | -0.20781912 |
Mean | 9899.7179 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.016357 |
Sum | 1544356 |
Variance | 1.9940522 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 98 | |
5111 | 1 | 0.6% |
33744 | 1 | 0.6% |
19547 | 1 | 0.6% |
25666 | 1 | 0.6% |
29258 | 1 | 0.6% |
26575 | 1 | 0.6% |
28590 | 1 | 0.6% |
29927 | 1 | 0.6% |
33752 | 1 | 0.6% |
Other values (49) | 49 |
Value | Count | Frequency (%) |
0 | 98 | |
2 | 1 | 0.6% |
3976 | 1 | 0.6% |
5111 | 1 | 0.6% |
15926 | 1 | 0.6% |
16458 | 1 | 0.6% |
16776 | 1 | 0.6% |
17918 | 1 | 0.6% |
18237 | 1 | 0.6% |
18396 | 1 | 0.6% |
Value | Count | Frequency (%) |
57529 | 1 | |
51304 | 1 | |
41339 | 1 | |
41001 | 1 | |
37184 | 1 | |
35763 | 1 | |
33752 | 1 | |
33744 | 1 | |
33319 | 1 | |
31617 | 1 |
합계 | 생활용수 계 | 매곡(생활용수) | 문산(생활용수) | 공업용수 계 | 죽곡(공업용수) | 구지(공업용수) | |
---|---|---|---|---|---|---|---|
합계 | 1.000 | 0.927 | 0.878 | 0.433 | 0.759 | 0.765 | 0.364 |
생활용수 계 | 0.927 | 1.000 | 0.844 | 0.537 | 0.473 | 0.497 | 0.118 |
매곡(생활용수) | 0.878 | 0.844 | 1.000 | 0.593 | 0.611 | 0.640 | 0.459 |
문산(생활용수) | 0.433 | 0.537 | 0.593 | 1.000 | 0.547 | 0.543 | 0.500 |
공업용수 계 | 0.759 | 0.473 | 0.611 | 0.547 | 1.000 | 1.000 | 0.613 |
죽곡(공업용수) | 0.765 | 0.497 | 0.640 | 0.543 | 1.000 | 1.000 | 0.598 |
구지(공업용수) | 0.364 | 0.118 | 0.459 | 0.500 | 0.613 | 0.598 | 1.000 |
합계 | 생활용수 계 | 매곡(생활용수) | 문산(생활용수) | 공업용수 계 | 죽곡(공업용수) | 구지(공업용수) | |
---|---|---|---|---|---|---|---|
합계 | 1.000 | 0.921 | 0.785 | -0.010 | 0.683 | 0.682 | -0.429 |
생활용수 계 | 0.921 | 1.000 | 0.662 | 0.254 | 0.377 | 0.376 | -0.155 |
매곡(생활용수) | 0.785 | 0.662 | 1.000 | -0.432 | 0.642 | 0.643 | -0.603 |
문산(생활용수) | -0.010 | 0.254 | -0.432 | 1.000 | -0.534 | -0.537 | 0.656 |
공업용수 계 | 0.683 | 0.377 | 0.642 | -0.534 | 1.000 | 1.000 | -0.750 |
죽곡(공업용수) | 0.682 | 0.376 | 0.643 | -0.537 | 1.000 | 1.000 | -0.757 |
구지(공업용수) | -0.429 | -0.155 | -0.603 | 0.656 | -0.750 | -0.757 | 1.000 |
연월 | 합계 | 생활용수 계 | 매곡(생활용수) | 문산(생활용수) | 공업용수 계 | 죽곡(공업용수) | 구지(공업용수) | |
---|---|---|---|---|---|---|---|---|
0 | 2011-01 | 20969095 | 17223385 | 14111237 | 3112148 | 3745710 | 3745710 | 0 |
1 | 2011-02 | 18912086 | 15760736 | 12844476 | 2916260 | 3151350 | 3151350 | 0 |
2 | 2011-03 | 21626308 | 17210085 | 14106289 | 3103796 | 4416223 | 4416223 | 0 |
3 | 2011-04 | 21317967 | 17026377 | 13931779 | 3094598 | 4291590 | 4291590 | 0 |
4 | 2011-05 | 21386786 | 17111816 | 14198600 | 2913216 | 4274970 | 4274970 | 0 |
5 | 2011-06 | 21456967 | 17237354 | 14470882 | 2766472 | 4219613 | 4219613 | 0 |
6 | 2011-07 | 22106690 | 17835450 | 14899042 | 2936408 | 4271240 | 4271240 | 0 |
7 | 2011-08 | 21240716 | 17307306 | 14526278 | 2781028 | 3933410 | 3933410 | 0 |
8 | 2011-09 | 20507164 | 16750824 | 14084376 | 2666448 | 3756340 | 3756340 | 0 |
9 | 2011-10 | 21315392 | 17161892 | 13776996 | 3384896 | 4153500 | 4153500 | 0 |
연월 | 합계 | 생활용수 계 | 매곡(생활용수) | 문산(생활용수) | 공업용수 계 | 죽곡(공업용수) | 구지(공업용수) | |
---|---|---|---|---|---|---|---|---|
146 | 2023-03 | 18864658 | 15930169 | 11155840 | 4774329 | 2934489 | 2906981 | 27508 |
147 | 2023-04 | 18863105 | 16131975 | 11327120 | 4804855 | 2731130 | 2704998 | 26132 |
148 | 2023-05 | 20602221 | 17875832 | 12813104 | 5062728 | 2726389 | 2694772 | 31617 |
149 | 2023-06 | 20247503 | 17489434 | 12667728 | 4821706 | 2758069 | 2728279 | 29790 |
150 | 2023-07 | 21219284 | 18566436 | 13547504 | 5018932 | 2652848 | 2624743 | 28105 |
151 | 2023-08 | 20431451 | 17771430 | 12849040 | 4922390 | 2660021 | 2618682 | 41339 |
152 | 2023-09 | 19345300 | 16767037 | 11938464 | 4828573 | 2578263 | 2549179 | 29084 |
153 | 2023-10 | 19382573 | 16674310 | 11863440 | 4810870 | 2708263 | 2680368 | 27895 |
154 | 2023-11 | 18906037 | 16167622 | 11450176 | 4717446 | 2738415 | 2714108 | 24307 |
155 | 2023-12 | 19083696 | 16552096 | 11163728 | 5388368 | 2531600 | 2505912 | 25688 |