Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 120 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.3 KiB |
Average record size in memory | 45.1 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | 양산시 2011년부터 2020년까지 월별 취수량을 원동취수장, 물금취수장, 신도시취수장 등 지역별 취수량을 확인할 수 있습니다. |
---|---|
Author | 경상남도 양산시 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15085964 |
기준일 has constant value "" | Constant |
연도 is highly overall correlated with 온양가압장(원동취수장) 월 취수량 and 2 other fields | High correlation |
온양가압장(원동취수장) 월 취수량 is highly overall correlated with 연도 and 2 other fields | High correlation |
물금취수장 월 취수량 is highly overall correlated with 연도 and 1 other fields | High correlation |
신도시취수장 월 취수량 is highly overall correlated with 연도 and 1 other fields | High correlation |
온양가압장(원동취수장) 월 취수량 has unique values | Unique |
신도시취수장 월 취수량 has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 00:04:45.967160 |
---|---|
Analysis finished | 2023-12-11 00:04:48.086390 |
Duration | 2.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 10 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2015.5 |
Minimum | 2011 |
---|---|
Maximum | 2020 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 2011 |
---|---|
5-th percentile | 2011 |
Q1 | 2013 |
median | 2015.5 |
Q3 | 2018 |
95-th percentile | 2020 |
Maximum | 2020 |
Range | 9 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 2.8843245 |
---|---|
Coefficient of variation (CV) | 0.0014310714 |
Kurtosis | -1.2251099 |
Mean | 2015.5 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 0 |
Sum | 241860 |
Variance | 8.3193277 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2011 | 12 | |
2012 | 12 | |
2013 | 12 | |
2014 | 12 | |
2015 | 12 | |
2016 | 12 | |
2017 | 12 | |
2018 | 12 | |
2019 | 12 | |
2020 | 12 |
Value | Count | Frequency (%) |
2011 | 12 | |
2012 | 12 | |
2013 | 12 | |
2014 | 12 | |
2015 | 12 | |
2016 | 12 | |
2017 | 12 | |
2018 | 12 | |
2019 | 12 | |
2020 | 12 |
Value | Count | Frequency (%) |
2020 | 12 | |
2019 | 12 | |
2018 | 12 | |
2017 | 12 | |
2016 | 12 | |
2015 | 12 | |
2014 | 12 | |
2013 | 12 | |
2012 | 12 | |
2011 | 12 |
온양가압장(원동취수장) 월 취수량
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 120 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 836826.43 |
Minimum | 630870 |
---|---|
Maximum | 998859 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 630870 |
---|---|
5-th percentile | 676562 |
Q1 | 780427.5 |
median | 849300 |
Q3 | 907515 |
95-th percentile | 964677 |
Maximum | 998859 |
Range | 367989 |
Interquartile range (IQR) | 127087.5 |
Descriptive statistics
Standard deviation | 91401.748 |
---|---|
Coefficient of variation (CV) | 0.10922426 |
Kurtosis | -0.73082249 |
Mean | 836826.43 |
Median Absolute Deviation (MAD) | 64600 |
Skewness | -0.43797834 |
Sum | 1.0041917 × 108 |
Variance | 8.3542795 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
752710 | 1 | 0.8% |
782320 | 1 | 0.8% |
847820 | 1 | 0.8% |
901630 | 1 | 0.8% |
863500 | 1 | 0.8% |
893820 | 1 | 0.8% |
843830 | 1 | 0.8% |
913310 | 1 | 0.8% |
947690 | 1 | 0.8% |
913080 | 1 | 0.8% |
Other values (110) | 110 |
Value | Count | Frequency (%) |
630870 | 1 | |
636440 | 1 | |
638350 | 1 | |
670160 | 1 | |
671250 | 1 | |
674890 | 1 | |
676650 | 1 | |
678800 | 1 | |
680570 | 1 | |
682600 | 1 |
Value | Count | Frequency (%) |
998859 | 1 | |
990420 | 1 | |
974910 | 1 | |
973289 | 1 | |
972510 | 1 | |
972030 | 1 | |
964290 | 1 | |
955800 | 1 | |
947690 | 1 | |
947170 | 1 |
물금취수장 월 취수량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 119 |
---|---|
Distinct (%) | 99.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 425299.03 |
Minimum | 79400 |
---|---|
Maximum | 1052620 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 79400 |
---|---|
5-th percentile | 149427 |
Q1 | 244558 |
median | 338490 |
Q3 | 629630 |
95-th percentile | 887337 |
Maximum | 1052620 |
Range | 973220 |
Interquartile range (IQR) | 385072 |
Descriptive statistics
Standard deviation | 240180.63 |
---|---|
Coefficient of variation (CV) | 0.56473355 |
Kurtosis | -0.37740954 |
Mean | 425299.03 |
Median Absolute Deviation (MAD) | 134610 |
Skewness | 0.77726677 |
Sum | 51035884 |
Variance | 5.7686737 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
244360 | 2 | 1.7% |
167130 | 1 | 0.8% |
464230 | 1 | 0.8% |
865780 | 1 | 0.8% |
871340 | 1 | 0.8% |
1001000 | 1 | 0.8% |
1052620 | 1 | 0.8% |
946940 | 1 | 0.8% |
1004840 | 1 | 0.8% |
959480 | 1 | 0.8% |
Other values (109) | 109 |
Value | Count | Frequency (%) |
79400 | 1 | |
79750 | 1 | |
102350 | 1 | |
114640 | 1 | |
125410 | 1 | |
126380 | 1 | |
150640 | 1 | |
157300 | 1 | |
160910 | 1 | |
166180 | 1 |
Value | Count | Frequency (%) |
1052620 | 1 | |
1004840 | 1 | |
1001000 | 1 | |
959480 | 1 | |
950030 | 1 | |
946940 | 1 | |
884200 | 1 | |
871340 | 1 | |
865780 | 1 | |
811970 | 1 |
신도시취수장 월 취수량
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 120 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 365715.38 |
Minimum | 830 |
---|---|
Maximum | 1009090 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 830 |
---|---|
5-th percentile | 167671 |
Q1 | 263275 |
median | 347030 |
Q3 | 403407.5 |
95-th percentile | 805180 |
Maximum | 1009090 |
Range | 1008260 |
Interquartile range (IQR) | 140132.5 |
Descriptive statistics
Standard deviation | 172069.53 |
---|---|
Coefficient of variation (CV) | 0.4705012 |
Kurtosis | 4.3457919 |
Mean | 365715.38 |
Median Absolute Deviation (MAD) | 69365 |
Skewness | 1.8131661 |
Sum | 43885846 |
Variance | 2.9607922 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
238700 | 1 | 0.8% |
304400 | 1 | 0.8% |
690080 | 1 | 0.8% |
750120 | 1 | 0.8% |
831840 | 1 | 0.8% |
828360 | 1 | 0.8% |
803960 | 1 | 0.8% |
931500 | 1 | 0.8% |
957640 | 1 | 0.8% |
966190 | 1 | 0.8% |
Other values (110) | 110 |
Value | Count | Frequency (%) |
830 | 1 | |
106060 | 1 | |
141110 | 1 | |
145730 | 1 | |
158980 | 1 | |
166360 | 1 | |
167740 | 1 | |
168190 | 1 | |
181010 | 1 | |
195240 | 1 |
Value | Count | Frequency (%) |
1009090 | 1 | |
966190 | 1 | |
957640 | 1 | |
931500 | 1 | |
831840 | 1 | |
828360 | 1 | |
803960 | 1 | |
750120 | 1 | |
690080 | 1 | |
555010 | 1 |
기준일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.1 KiB |
2021-08-12 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021-08-12 |
---|---|
2nd row | 2021-08-12 |
3rd row | 2021-08-12 |
4th row | 2021-08-12 |
5th row | 2021-08-12 |
Common Values
Value | Count | Frequency (%) |
2021-08-12 | 120 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-08-12 | 120 |
연도 | 온양가압장(원동취수장) 월 취수량 | 물금취수장 월 취수량 | 신도시취수장 월 취수량 | |
---|---|---|---|---|
연도 | 1.000 | 0.718 | 0.712 | 0.740 |
온양가압장(원동취수장) 월 취수량 | 0.718 | 1.000 | 0.522 | 0.305 |
물금취수장 월 취수량 | 0.712 | 0.522 | 1.000 | 0.745 |
신도시취수장 월 취수량 | 0.740 | 0.305 | 0.745 | 1.000 |
연도 | 온양가압장(원동취수장) 월 취수량 | 물금취수장 월 취수량 | 신도시취수장 월 취수량 | |
---|---|---|---|---|
연도 | 1.000 | 0.813 | 0.735 | 0.602 |
온양가압장(원동취수장) 월 취수량 | 0.813 | 1.000 | 0.642 | 0.619 |
물금취수장 월 취수량 | 0.735 | 0.642 | 1.000 | 0.403 |
신도시취수장 월 취수량 | 0.602 | 0.619 | 0.403 | 1.000 |
연도 | 온양가압장(원동취수장) 월 취수량 | 물금취수장 월 취수량 | 신도시취수장 월 취수량 | 기준일 | |
---|---|---|---|---|---|
0 | 2011 | 752710 | 167130 | 238700 | 2021-08-12 |
1 | 2011 | 695780 | 157300 | 158980 | 2021-08-12 |
2 | 2011 | 636440 | 258630 | 219530 | 2021-08-12 |
3 | 2011 | 638350 | 166180 | 282360 | 2021-08-12 |
4 | 2011 | 670160 | 176290 | 237910 | 2021-08-12 |
5 | 2011 | 671250 | 219590 | 243770 | 2021-08-12 |
6 | 2011 | 729840 | 268760 | 297010 | 2021-08-12 |
7 | 2011 | 723580 | 229680 | 339120 | 2021-08-12 |
8 | 2011 | 691810 | 244360 | 298890 | 2021-08-12 |
9 | 2011 | 697510 | 125410 | 404540 | 2021-08-12 |
연도 | 온양가압장(원동취수장) 월 취수량 | 물금취수장 월 취수량 | 신도시취수장 월 취수량 | 기준일 | |
---|---|---|---|---|---|
110 | 2020 | 916680 | 715650 | 378880 | 2021-08-12 |
111 | 2020 | 889297 | 685000 | 352850 | 2021-08-12 |
112 | 2020 | 933200 | 699450 | 342680 | 2021-08-12 |
113 | 2020 | 905700 | 709720 | 394200 | 2021-08-12 |
114 | 2020 | 934816 | 884200 | 258530 | 2021-08-12 |
115 | 2020 | 972510 | 950030 | 220840 | 2021-08-12 |
116 | 2020 | 907310 | 701000 | 401400 | 2021-08-12 |
117 | 2020 | 930090 | 708270 | 391470 | 2021-08-12 |
118 | 2020 | 898490 | 685340 | 391020 | 2021-08-12 |
119 | 2020 | 944370 | 694710 | 403030 | 2021-08-12 |