Dataset statistics
Number of variables | 14 |
---|---|
Number of observations | 10000 |
Missing cells | 1190 |
Missing cells (%) | 0.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.3 MiB |
Average record size in memory | 133.0 B |
Variable types
Text | 1 |
---|---|
Numeric | 13 |
Dataset
Description | 진주시 지번별 2012년 1월~12월 상수도 사용량 에너지 관련 정보 제공(주소, 1월사용량, 2월사용량, 3월사용량, 4월사용량, 5월사용량, 6월사용량, 7월사용량, 8월사용량, 9월사용량, 10월사용량, 11월사용량, 12월사용량, 사용량합계) |
---|---|
Author | 경상남도 진주시 |
URL | https://www.data.go.kr/data/15025330/fileData.do |
1월사용량 is highly overall correlated with 2월사용량 and 11 other fields | High correlation |
2월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
3월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
4월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
5월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
6월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
7월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
8월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
9월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
10월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
11월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
12월사용량 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
사용량합계 is highly overall correlated with 1월사용량 and 11 other fields | High correlation |
1월사용량 has 170 (1.7%) missing values | Missing |
2월사용량 has 157 (1.6%) missing values | Missing |
3월사용량 has 153 (1.5%) missing values | Missing |
4월사용량 has 150 (1.5%) missing values | Missing |
5월사용량 has 135 (1.4%) missing values | Missing |
6월사용량 has 126 (1.3%) missing values | Missing |
7월사용량 has 113 (1.1%) missing values | Missing |
1월사용량 is highly skewed (γ1 = 44.28224303) | Skewed |
2월사용량 is highly skewed (γ1 = 39.34130906) | Skewed |
3월사용량 is highly skewed (γ1 = 33.77483006) | Skewed |
4월사용량 is highly skewed (γ1 = 33.3114985) | Skewed |
5월사용량 is highly skewed (γ1 = 44.80223874) | Skewed |
6월사용량 is highly skewed (γ1 = 41.50238567) | Skewed |
7월사용량 is highly skewed (γ1 = 44.42436423) | Skewed |
8월사용량 is highly skewed (γ1 = 35.28283871) | Skewed |
9월사용량 is highly skewed (γ1 = 35.25342938) | Skewed |
10월사용량 is highly skewed (γ1 = 34.85422124) | Skewed |
11월사용량 is highly skewed (γ1 = 36.60461844) | Skewed |
12월사용량 is highly skewed (γ1 = 44.37877135) | Skewed |
사용량합계 is highly skewed (γ1 = 38.95547132) | Skewed |
1월사용량 has 486 (4.9%) zeros | Zeros |
2월사용량 has 535 (5.3%) zeros | Zeros |
3월사용량 has 521 (5.2%) zeros | Zeros |
4월사용량 has 554 (5.5%) zeros | Zeros |
5월사용량 has 525 (5.2%) zeros | Zeros |
6월사용량 has 462 (4.6%) zeros | Zeros |
7월사용량 has 399 (4.0%) zeros | Zeros |
8월사용량 has 403 (4.0%) zeros | Zeros |
9월사용량 has 406 (4.1%) zeros | Zeros |
10월사용량 has 460 (4.6%) zeros | Zeros |
11월사용량 has 453 (4.5%) zeros | Zeros |
12월사용량 has 481 (4.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 00:53:38.369531 |
---|---|
Analysis finished | 2023-12-12 00:54:06.839697 |
Duration | 28.47 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
주소
Text
Distinct | 9950 |
---|---|
Distinct (%) | 99.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Length
Max length | 53 |
---|---|
Median length | 46 |
Mean length | 25.2925 |
Min length | 14 |
Characters and Unicode
Total characters | 252925 |
---|---|
Distinct characters | 500 |
Distinct categories | 10 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 9900 ? |
---|---|
Unique (%) | 99.0% |
Sample
1st row | 경상남도 진주시 대신로109번길 9, 태성일급정비 (상평동) |
---|---|
2nd row | 경상남도 진주시 명석면 진주대로 2563 |
3rd row | 경상남도 진주시 미천면 상미로 219 |
4th row | 경상남도 진주시 대신로343번길 17-5 |
5th row | 경상남도 진주시 옥봉길29번길 9-1 |
Value | Count | Frequency (%) |
경상남도 | 10000 | 20.0% |
진주시 | 10000 | 20.0% |
상대동 | 602 | 1.2% |
문산읍 | 432 | 0.9% |
금산면 | 378 | 0.8% |
신안동 | 353 | 0.7% |
상봉동 | 335 | 0.7% |
대곡면 | 330 | 0.7% |
집현면 | 253 | 0.5% |
명석면 | 235 | 0.5% |
Other values (5430) | 27023 |
Most occurring characters
Value | Count | Frequency (%) |
41924 | 16.6% | |
1 | 12093 | 4.8% |
진 | 11877 | 4.7% |
상 | 11336 | 4.5% |
주 | 10844 | 4.3% |
남 | 10784 | 4.3% |
경 | 10476 | 4.1% |
도 | 10321 | 4.1% |
시 | 10051 | 4.0% |
길 | 8517 | 3.4% |
Other values (490) | 114702 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 141724 | |
Decimal Number | 48576 | 19.2% |
Space Separator | 41924 | 16.6% |
Open Punctuation | 5871 | 2.3% |
Close Punctuation | 5719 | 2.3% |
Dash Punctuation | 5112 | 2.0% |
Other Punctuation | 3946 | 1.6% |
Uppercase Letter | 48 | < 0.1% |
Math Symbol | 3 | < 0.1% |
Lowercase Letter | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
진 | 11877 | 8.4% |
상 | 11336 | 8.0% |
주 | 10844 | 7.7% |
남 | 10784 | 7.6% |
경 | 10476 | 7.4% |
도 | 10321 | 7.3% |
시 | 10051 | 7.1% |
길 | 8517 | 6.0% |
로 | 7746 | 5.5% |
번 | 6462 | 4.6% |
Other values (446) | 43310 |
Uppercase Letter
Value | Count | Frequency (%) |
T | 6 | |
G | 6 | |
S | 6 | |
A | 4 | 8.3% |
B | 3 | 6.2% |
K | 3 | 6.2% |
L | 3 | 6.2% |
F | 2 | 4.2% |
M | 2 | 4.2% |
P | 2 | 4.2% |
Other values (8) | 11 |
Decimal Number
Value | Count | Frequency (%) |
1 | 12093 | |
2 | 6659 | |
3 | 5160 | |
4 | 4315 | 8.9% |
5 | 4245 | 8.7% |
6 | 3506 | 7.2% |
7 | 3441 | 7.1% |
9 | 3197 | 6.6% |
8 | 2983 | 6.1% |
0 | 2977 | 6.1% |
Other Punctuation
Value | Count | Frequency (%) |
/ | 1962 | |
, | 1922 | |
. | 58 | 1.5% |
: | 3 | 0.1% |
& | 1 | < 0.1% |
Math Symbol
Value | Count | Frequency (%) |
> | 1 | |
< | 1 | |
~ | 1 |
Open Punctuation
Value | Count | Frequency (%) |
( | 5830 | |
[ | 41 | 0.7% |
Close Punctuation
Value | Count | Frequency (%) |
) | 5678 | |
] | 41 | 0.7% |
Lowercase Letter
Value | Count | Frequency (%) |
x | 1 | |
b | 1 |
Space Separator
Value | Count | Frequency (%) |
41924 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 5112 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 141724 | |
Common | 111151 | |
Latin | 50 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
진 | 11877 | 8.4% |
상 | 11336 | 8.0% |
주 | 10844 | 7.7% |
남 | 10784 | 7.6% |
경 | 10476 | 7.4% |
도 | 10321 | 7.3% |
시 | 10051 | 7.1% |
길 | 8517 | 6.0% |
로 | 7746 | 5.5% |
번 | 6462 | 4.6% |
Other values (446) | 43310 |
Common
Value | Count | Frequency (%) |
41924 | ||
1 | 12093 | 10.9% |
2 | 6659 | 6.0% |
( | 5830 | 5.2% |
) | 5678 | 5.1% |
3 | 5160 | 4.6% |
- | 5112 | 4.6% |
4 | 4315 | 3.9% |
5 | 4245 | 3.8% |
6 | 3506 | 3.2% |
Other values (14) | 16629 | 15.0% |
Latin
Value | Count | Frequency (%) |
T | 6 | |
G | 6 | |
S | 6 | |
A | 4 | 8.0% |
B | 3 | 6.0% |
K | 3 | 6.0% |
L | 3 | 6.0% |
F | 2 | 4.0% |
M | 2 | 4.0% |
P | 2 | 4.0% |
Other values (10) | 13 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 141724 | |
ASCII | 111201 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
41924 | ||
1 | 12093 | 10.9% |
2 | 6659 | 6.0% |
( | 5830 | 5.2% |
) | 5678 | 5.1% |
3 | 5160 | 4.6% |
- | 5112 | 4.6% |
4 | 4315 | 3.9% |
5 | 4245 | 3.8% |
6 | 3506 | 3.2% |
Other values (34) | 16679 | 15.0% |
Hangul
Value | Count | Frequency (%) |
진 | 11877 | 8.4% |
상 | 11336 | 8.0% |
주 | 10844 | 7.7% |
남 | 10784 | 7.6% |
경 | 10476 | 7.4% |
도 | 10321 | 7.3% |
시 | 10051 | 7.1% |
길 | 8517 | 6.0% |
로 | 7746 | 5.5% |
번 | 6462 | 4.6% |
Other values (446) | 43310 |
1월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 392 |
---|---|
Distinct (%) | 4.0% |
Missing | 170 |
Missing (%) | 1.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.427976 |
Minimum | 0 |
---|---|
Maximum | 53400 |
Zeros | 486 |
Zeros (%) | 4.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 8 |
median | 19 |
Q3 | 40 |
95-th percentile | 121 |
Maximum | 53400 |
Range | 53400 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 782.14428 |
---|---|
Coefficient of variation (CV) | 11.430183 |
Kurtosis | 2539.5919 |
Mean | 68.427976 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 44.282243 |
Sum | 672647 |
Variance | 611749.68 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 486 | 4.9% |
10 | 322 | 3.2% |
3 | 289 | 2.9% |
2 | 280 | 2.8% |
5 | 274 | 2.7% |
11 | 271 | 2.7% |
1 | 266 | 2.7% |
4 | 261 | 2.6% |
6 | 249 | 2.5% |
8 | 240 | 2.4% |
Other values (382) | 6892 |
Value | Count | Frequency (%) |
0 | 486 | |
1 | 266 | |
2 | 280 | |
3 | 289 | |
4 | 261 | |
5 | 274 | |
6 | 249 | |
7 | 226 | |
8 | 240 | |
9 | 228 |
Value | Count | Frequency (%) |
53400 | 1 | |
29496 | 1 | |
22143 | 1 | |
17110 | 1 | |
15336 | 1 | |
14105 | 1 | |
13213 | 1 | |
13103 | 1 | |
9505 | 1 | |
8841 | 1 |
2월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 382 |
---|---|
Distinct (%) | 3.9% |
Missing | 157 |
Missing (%) | 1.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.895154 |
Minimum | 0 |
---|---|
Maximum | 45010 |
Zeros | 535 |
Zeros (%) | 5.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 18 |
Q3 | 40 |
95-th percentile | 118.9 |
Maximum | 45010 |
Range | 45010 |
Interquartile range (IQR) | 33 |
Descriptive statistics
Standard deviation | 718.0902 |
---|---|
Coefficient of variation (CV) | 10.897466 |
Kurtosis | 1974.7116 |
Mean | 65.895154 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 39.341309 |
Sum | 648606 |
Variance | 515653.53 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 535 | 5.3% |
10 | 315 | 3.1% |
2 | 300 | 3.0% |
4 | 292 | 2.9% |
3 | 289 | 2.9% |
5 | 285 | 2.9% |
1 | 284 | 2.8% |
7 | 260 | 2.6% |
11 | 258 | 2.6% |
6 | 255 | 2.5% |
Other values (372) | 6770 |
Value | Count | Frequency (%) |
0 | 535 | |
1 | 284 | |
2 | 300 | |
3 | 289 | |
4 | 292 | |
5 | 285 | |
6 | 255 | |
7 | 260 | |
8 | 242 | |
9 | 212 | 2.1% |
Value | Count | Frequency (%) |
45010 | 1 | |
27090 | 1 | |
22754 | 1 | |
17550 | 1 | |
15575 | 1 | |
14680 | 1 | |
14549 | 1 | |
12503 | 1 | |
9647 | 1 | |
8667 | 1 |
3월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 377 |
---|---|
Distinct (%) | 3.8% |
Missing | 153 |
Missing (%) | 1.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 64.913679 |
Minimum | 0 |
---|---|
Maximum | 36430 |
Zeros | 521 |
Zeros (%) | 5.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 8 |
median | 19 |
Q3 | 40 |
95-th percentile | 116 |
Maximum | 36430 |
Range | 36430 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 661.20381 |
---|---|
Coefficient of variation (CV) | 10.185893 |
Kurtosis | 1412.2549 |
Mean | 64.913679 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 33.77483 |
Sum | 639205 |
Variance | 437190.48 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 521 | 5.2% |
10 | 306 | 3.1% |
15 | 273 | 2.7% |
5 | 272 | 2.7% |
3 | 259 | 2.6% |
2 | 258 | 2.6% |
7 | 253 | 2.5% |
8 | 249 | 2.5% |
6 | 234 | 2.3% |
13 | 233 | 2.3% |
Other values (367) | 6989 |
Value | Count | Frequency (%) |
0 | 521 | |
1 | 215 | |
2 | 258 | |
3 | 259 | |
4 | 212 | |
5 | 272 | |
6 | 234 | |
7 | 253 | |
8 | 249 | |
9 | 227 |
Value | Count | Frequency (%) |
36430 | 1 | |
24757 | 1 | |
21573 | 1 | |
17870 | 1 | |
15922 | 1 | |
15513 | 1 | |
14711 | 1 | |
12892 | 1 | |
9830 | 1 | |
8832 | 1 |
4월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 384 |
---|---|
Distinct (%) | 3.9% |
Missing | 150 |
Missing (%) | 1.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.627817 |
Minimum | 0 |
---|---|
Maximum | 32150 |
Zeros | 554 |
Zeros (%) | 5.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 17 |
Q3 | 37 |
95-th percentile | 113 |
Maximum | 32150 |
Range | 32150 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 626.10192 |
---|---|
Coefficient of variation (CV) | 10.159404 |
Kurtosis | 1339.3946 |
Mean | 61.627817 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 33.311498 |
Sum | 607034 |
Variance | 392003.61 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 554 | 5.5% |
10 | 365 | 3.6% |
4 | 305 | 3.0% |
5 | 301 | 3.0% |
2 | 299 | 3.0% |
1 | 296 | 3.0% |
3 | 293 | 2.9% |
6 | 276 | 2.8% |
8 | 267 | 2.7% |
7 | 266 | 2.7% |
Other values (374) | 6628 |
Value | Count | Frequency (%) |
0 | 554 | |
1 | 296 | |
2 | 299 | |
3 | 293 | |
4 | 305 | |
5 | 301 | |
6 | 276 | |
7 | 266 | |
8 | 267 | |
9 | 236 |
Value | Count | Frequency (%) |
32150 | 1 | |
27045 | 1 | |
21072 | 1 | |
16650 | 1 | |
14716 | 1 | |
14582 | 1 | |
13827 | 1 | |
11670 | 1 | |
8740 | 1 | |
8082 | 1 |
5월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 393 |
---|---|
Distinct (%) | 4.0% |
Missing | 135 |
Missing (%) | 1.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 67.449671 |
Minimum | 0 |
---|---|
Maximum | 55040 |
Zeros | 525 |
Zeros (%) | 5.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 18 |
Q3 | 39 |
95-th percentile | 122 |
Maximum | 55040 |
Range | 55040 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 801.16323 |
---|---|
Coefficient of variation (CV) | 11.877941 |
Kurtosis | 2587.4897 |
Mean | 67.449671 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 44.802239 |
Sum | 665391 |
Variance | 641862.53 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 525 | 5.2% |
2 | 335 | 3.4% |
5 | 319 | 3.2% |
3 | 317 | 3.2% |
1 | 296 | 3.0% |
10 | 294 | 2.9% |
8 | 273 | 2.7% |
4 | 267 | 2.7% |
11 | 262 | 2.6% |
6 | 260 | 2.6% |
Other values (383) | 6717 |
Value | Count | Frequency (%) |
0 | 525 | |
1 | 296 | |
2 | 335 | |
3 | 317 | |
4 | 267 | |
5 | 319 | |
6 | 260 | |
7 | 249 | |
8 | 273 | |
9 | 233 |
Value | Count | Frequency (%) |
55040 | 1 | |
30059 | 1 | |
22938 | 1 | |
17700 | 1 | |
15790 | 1 | |
14678 | 1 | |
14185 | 1 | |
12647 | 1 | |
9599 | 1 | |
8982 | 1 |
6월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 390 |
---|---|
Distinct (%) | 3.9% |
Missing | 126 |
Missing (%) | 1.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.169739 |
Minimum | 0 |
---|---|
Maximum | 50290 |
Zeros | 462 |
Zeros (%) | 4.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 8 |
median | 19 |
Q3 | 41 |
95-th percentile | 124 |
Maximum | 50290 |
Range | 50290 |
Interquartile range (IQR) | 33 |
Descriptive statistics
Standard deviation | 767.6558 |
---|---|
Coefficient of variation (CV) | 11.260947 |
Kurtosis | 2223.5382 |
Mean | 68.169739 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 41.502386 |
Sum | 673108 |
Variance | 589295.43 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 462 | 4.6% |
10 | 298 | 3.0% |
2 | 284 | 2.8% |
5 | 281 | 2.8% |
3 | 281 | 2.8% |
4 | 275 | 2.8% |
1 | 268 | 2.7% |
7 | 257 | 2.6% |
8 | 245 | 2.5% |
12 | 239 | 2.4% |
Other values (380) | 6984 |
Value | Count | Frequency (%) |
0 | 462 | |
1 | 268 | |
2 | 284 | |
3 | 281 | |
4 | 275 | |
5 | 281 | |
6 | 238 | |
7 | 257 | |
8 | 245 | |
9 | 211 |
Value | Count | Frequency (%) |
50290 | 1 | |
28880 | 1 | |
22141 | 1 | |
17660 | 1 | |
16282 | 1 | |
15580 | 1 | |
14871 | 1 | |
13563 | 1 | |
9803 | 1 | |
9095 | 1 |
7월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 396 |
---|---|
Distinct (%) | 4.0% |
Missing | 113 |
Missing (%) | 1.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 72.931526 |
Minimum | 0 |
---|---|
Maximum | 57570 |
Zeros | 399 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 9 |
median | 21 |
Q3 | 44 |
95-th percentile | 129 |
Maximum | 57570 |
Range | 57570 |
Interquartile range (IQR) | 35 |
Descriptive statistics
Standard deviation | 837.50668 |
---|---|
Coefficient of variation (CV) | 11.483466 |
Kurtosis | 2562.9343 |
Mean | 72.931526 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 44.424364 |
Sum | 721074 |
Variance | 701417.44 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 399 | 4.0% |
10 | 301 | 3.0% |
5 | 253 | 2.5% |
3 | 244 | 2.4% |
1 | 240 | 2.4% |
8 | 238 | 2.4% |
2 | 237 | 2.4% |
4 | 234 | 2.3% |
7 | 232 | 2.3% |
15 | 228 | 2.3% |
Other values (386) | 7281 |
Value | Count | Frequency (%) |
0 | 399 | |
1 | 240 | |
2 | 237 | |
3 | 244 | |
4 | 234 | |
5 | 253 | |
6 | 228 | |
7 | 232 | |
8 | 238 | |
9 | 216 |
Value | Count | Frequency (%) |
57570 | 1 | |
30228 | 1 | |
23686 | 1 | |
18510 | 1 | |
17034 | 1 | |
16653 | 1 | |
15478 | 1 | |
13509 | 1 | |
9673 | 1 | |
9400 | 1 |
8월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 394 |
---|---|
Distinct (%) | 4.0% |
Missing | 87 |
Missing (%) | 0.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 72.409462 |
Minimum | 0 |
---|---|
Maximum | 42320 |
Zeros | 403 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 10 |
median | 22 |
Q3 | 45 |
95-th percentile | 130 |
Maximum | 42320 |
Range | 42320 |
Interquartile range (IQR) | 35 |
Descriptive statistics
Standard deviation | 758.11213 |
---|---|
Coefficient of variation (CV) | 10.469794 |
Kurtosis | 1532.0438 |
Mean | 72.409462 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 35.282839 |
Sum | 717795 |
Variance | 574734 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 403 | 4.0% |
10 | 298 | 3.0% |
3 | 253 | 2.5% |
4 | 244 | 2.4% |
2 | 240 | 2.4% |
20 | 236 | 2.4% |
5 | 235 | 2.4% |
15 | 232 | 2.3% |
1 | 230 | 2.3% |
7 | 227 | 2.3% |
Other values (384) | 7315 |
Value | Count | Frequency (%) |
0 | 403 | |
1 | 230 | |
2 | 240 | |
3 | 253 | |
4 | 244 | |
5 | 235 | |
6 | 227 | |
7 | 227 | |
8 | 224 | |
9 | 194 |
Value | Count | Frequency (%) |
42320 | 1 | |
31721 | 1 | |
24855 | 1 | |
18940 | 1 | |
17061 | 1 | |
16902 | 1 | |
16303 | 1 | |
14261 | 1 | |
10479 | 1 | |
10178 | 1 |
9월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 395 |
---|---|
Distinct (%) | 4.0% |
Missing | 40 |
Missing (%) | 0.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 74.598896 |
Minimum | 0 |
---|---|
Maximum | 39810 |
Zeros | 406 |
Zeros (%) | 4.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 10 |
median | 24 |
Q3 | 48 |
95-th percentile | 134 |
Maximum | 39810 |
Range | 39810 |
Interquartile range (IQR) | 38 |
Descriptive statistics
Standard deviation | 763.86975 |
---|---|
Coefficient of variation (CV) | 10.239693 |
Kurtosis | 1509.8566 |
Mean | 74.598896 |
Median Absolute Deviation (MAD) | 16 |
Skewness | 35.253429 |
Sum | 743005 |
Variance | 583497 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 406 | 4.1% |
10 | 279 | 2.8% |
20 | 241 | 2.4% |
2 | 229 | 2.3% |
4 | 229 | 2.3% |
5 | 217 | 2.2% |
15 | 216 | 2.2% |
3 | 208 | 2.1% |
11 | 202 | 2.0% |
18 | 201 | 2.0% |
Other values (385) | 7532 |
Value | Count | Frequency (%) |
0 | 406 | |
1 | 199 | |
2 | 229 | |
3 | 208 | |
4 | 229 | |
5 | 217 | |
6 | 180 | |
7 | 201 | |
8 | 187 | |
9 | 193 |
Value | Count | Frequency (%) |
39810 | 1 | |
36966 | 1 | |
24210 | 1 | |
18569 | 1 | |
17473 | 1 | |
15942 | 1 | |
15679 | 1 | |
15382 | 1 | |
10833 | 1 | |
10583 | 1 |
10월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 401 |
---|---|
Distinct (%) | 4.0% |
Missing | 37 |
Missing (%) | 0.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 73.031717 |
Minimum | 0 |
---|---|
Maximum | 40450 |
Zeros | 460 |
Zeros (%) | 4.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 10 |
median | 23 |
Q3 | 46 |
95-th percentile | 134 |
Maximum | 40450 |
Range | 40450 |
Interquartile range (IQR) | 36 |
Descriptive statistics
Standard deviation | 742.65108 |
---|---|
Coefficient of variation (CV) | 10.168884 |
Kurtosis | 1492.6402 |
Mean | 73.031717 |
Median Absolute Deviation (MAD) | 16 |
Skewness | 34.854221 |
Sum | 727615 |
Variance | 551530.63 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 460 | 4.6% |
10 | 298 | 3.0% |
4 | 250 | 2.5% |
2 | 245 | 2.5% |
1 | 240 | 2.4% |
3 | 238 | 2.4% |
5 | 231 | 2.3% |
6 | 222 | 2.2% |
20 | 214 | 2.1% |
11 | 211 | 2.1% |
Other values (391) | 7354 |
Value | Count | Frequency (%) |
0 | 460 | |
1 | 240 | |
2 | 245 | |
3 | 238 | |
4 | 250 | |
5 | 231 | |
6 | 222 | |
7 | 203 | |
8 | 196 | |
9 | 196 |
Value | Count | Frequency (%) |
40450 | 1 | |
33011 | 1 | |
22307 | 1 | |
18986 | 1 | |
17559 | 1 | |
16456 | 1 | |
15942 | 1 | |
14315 | 1 | |
10391 | 1 | |
10327 | 1 |
11월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 393 |
---|---|
Distinct (%) | 3.9% |
Missing | 22 |
Missing (%) | 0.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.969533 |
Minimum | 0 |
---|---|
Maximum | 40910 |
Zeros | 453 |
Zeros (%) | 4.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 10 |
median | 22 |
Q3 | 44 |
95-th percentile | 124 |
Maximum | 40910 |
Range | 40910 |
Interquartile range (IQR) | 34 |
Descriptive statistics
Standard deviation | 707.51752 |
---|---|
Coefficient of variation (CV) | 10.258407 |
Kurtosis | 1673.5899 |
Mean | 68.969533 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 36.604618 |
Sum | 688178 |
Variance | 500581.05 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 453 | 4.5% |
10 | 271 | 2.7% |
20 | 259 | 2.6% |
5 | 240 | 2.4% |
8 | 238 | 2.4% |
3 | 231 | 2.3% |
7 | 223 | 2.2% |
16 | 223 | 2.2% |
9 | 218 | 2.2% |
4 | 217 | 2.2% |
Other values (383) | 7405 |
Value | Count | Frequency (%) |
0 | 453 | |
1 | 195 | |
2 | 214 | |
3 | 231 | |
4 | 217 | |
5 | 240 | |
6 | 200 | |
7 | 223 | |
8 | 238 | |
9 | 218 |
Value | Count | Frequency (%) |
40910 | 1 | |
30833 | 1 | |
21556 | 1 | |
16252 | 1 | |
15942 | 1 | |
14780 | 1 | |
14716 | 1 | |
13497 | 1 | |
10235 | 1 | |
9399 | 1 |
12월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 389 |
---|---|
Distinct (%) | 3.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.9303 |
Minimum | 0 |
---|---|
Maximum | 54430 |
Zeros | 481 |
Zeros (%) | 4.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 8 |
median | 19 |
Q3 | 41 |
95-th percentile | 124 |
Maximum | 54430 |
Range | 54430 |
Interquartile range (IQR) | 33 |
Descriptive statistics
Standard deviation | 792.52305 |
---|---|
Coefficient of variation (CV) | 11.497455 |
Kurtosis | 2554.8697 |
Mean | 68.9303 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 44.378771 |
Sum | 689303 |
Variance | 628092.78 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 481 | 4.8% |
10 | 308 | 3.1% |
5 | 286 | 2.9% |
2 | 283 | 2.8% |
3 | 267 | 2.7% |
4 | 263 | 2.6% |
1 | 261 | 2.6% |
8 | 256 | 2.6% |
6 | 254 | 2.5% |
12 | 251 | 2.5% |
Other values (379) | 7090 |
Value | Count | Frequency (%) |
0 | 481 | |
1 | 261 | |
2 | 283 | |
3 | 267 | |
4 | 263 | |
5 | 286 | |
6 | 254 | |
7 | 221 | |
8 | 256 | |
9 | 215 |
Value | Count | Frequency (%) |
54430 | 1 | |
30162 | 1 | |
21709 | 1 | |
16712 | 1 | |
16377 | 1 | |
15198 | 1 | |
13839 | 1 | |
13540 | 1 | |
9947 | 1 | |
9341 | 1 |
사용량합계
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 1691 |
---|---|
Distinct (%) | 16.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 819.2961 |
Minimum | 1 |
---|---|
Maximum | 547810 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 24 |
Q1 | 115 |
median | 245 |
Q3 | 496 |
95-th percentile | 1445.05 |
Maximum | 547810 |
Range | 547809 |
Interquartile range (IQR) | 381 |
Descriptive statistics
Standard deviation | 8858.7713 |
---|---|
Coefficient of variation (CV) | 10.812661 |
Kurtosis | 1921.7152 |
Mean | 819.2961 |
Median Absolute Deviation (MAD) | 161 |
Skewness | 38.955471 |
Sum | 8192961 |
Variance | 78477829 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 36 | 0.4% |
34 | 35 | 0.4% |
2 | 34 | 0.3% |
57 | 32 | 0.3% |
43 | 32 | 0.3% |
82 | 31 | 0.3% |
124 | 31 | 0.3% |
50 | 30 | 0.3% |
144 | 30 | 0.3% |
146 | 30 | 0.3% |
Other values (1681) | 9679 |
Value | Count | Frequency (%) |
1 | 36 | |
2 | 34 | |
3 | 19 | |
4 | 22 | |
5 | 15 | |
6 | 18 | |
7 | 20 | |
8 | 16 | |
9 | 19 | |
10 | 22 |
Value | Count | Frequency (%) |
547810 | 1 | |
360248 | 1 | |
270944 | 1 | |
206792 | 1 | |
195433 | 1 | |
185275 | 1 | |
181862 | 1 | |
161478 | 1 | |
118381 | 1 | |
110892 | 1 |
1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1월사용량 | 1.000 | 0.996 | 0.955 | 0.985 | 1.000 | 0.997 | 1.000 | 0.969 | 0.987 | 0.960 | 0.994 | 0.956 | 0.994 |
2월사용량 | 0.996 | 1.000 | 0.972 | 0.969 | 0.994 | 0.997 | 0.996 | 0.960 | 0.985 | 0.961 | 0.995 | 0.941 | 0.999 |
3월사용량 | 0.955 | 0.972 | 1.000 | 0.987 | 0.957 | 0.966 | 0.955 | 0.997 | 0.955 | 0.997 | 0.983 | 0.960 | 0.972 |
4월사용량 | 0.985 | 0.969 | 0.987 | 1.000 | 0.991 | 0.966 | 0.985 | 0.967 | 0.975 | 0.972 | 0.969 | 0.995 | 0.965 |
5월사용량 | 1.000 | 0.994 | 0.957 | 0.991 | 1.000 | 0.996 | 1.000 | 0.969 | 0.988 | 0.961 | 0.994 | 0.970 | 0.993 |
6월사용량 | 0.997 | 0.997 | 0.966 | 0.966 | 0.996 | 1.000 | 0.997 | 0.971 | 0.981 | 0.985 | 0.994 | 0.959 | 0.996 |
7월사용량 | 1.000 | 0.996 | 0.955 | 0.985 | 1.000 | 0.997 | 1.000 | 0.969 | 0.987 | 0.960 | 0.994 | 0.956 | 0.994 |
8월사용량 | 0.969 | 0.960 | 0.997 | 0.967 | 0.969 | 0.971 | 0.969 | 1.000 | 0.936 | 0.996 | 0.979 | 0.957 | 0.966 |
9월사용량 | 0.987 | 0.985 | 0.955 | 0.975 | 0.988 | 0.981 | 0.987 | 0.936 | 1.000 | 0.966 | 0.995 | 0.884 | 0.986 |
10월사용량 | 0.960 | 0.961 | 0.997 | 0.972 | 0.961 | 0.985 | 0.960 | 0.996 | 0.966 | 1.000 | 0.985 | 0.972 | 0.965 |
11월사용량 | 0.994 | 0.995 | 0.983 | 0.969 | 0.994 | 0.994 | 0.994 | 0.979 | 0.995 | 0.985 | 1.000 | 0.940 | 0.997 |
12월사용량 | 0.956 | 0.941 | 0.960 | 0.995 | 0.970 | 0.959 | 0.956 | 0.957 | 0.884 | 0.972 | 0.940 | 1.000 | 0.934 |
사용량합계 | 0.994 | 0.999 | 0.972 | 0.965 | 0.993 | 0.996 | 0.994 | 0.966 | 0.986 | 0.965 | 0.997 | 0.934 | 1.000 |
1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1월사용량 | 1.000 | 0.922 | 0.881 | 0.866 | 0.864 | 0.858 | 0.851 | 0.849 | 0.832 | 0.823 | 0.819 | 0.818 | 0.913 |
2월사용량 | 0.922 | 1.000 | 0.909 | 0.885 | 0.874 | 0.861 | 0.849 | 0.847 | 0.830 | 0.818 | 0.809 | 0.809 | 0.916 |
3월사용량 | 0.881 | 0.909 | 1.000 | 0.903 | 0.877 | 0.856 | 0.841 | 0.834 | 0.818 | 0.804 | 0.802 | 0.797 | 0.909 |
4월사용량 | 0.866 | 0.885 | 0.903 | 1.000 | 0.919 | 0.885 | 0.863 | 0.857 | 0.833 | 0.821 | 0.813 | 0.812 | 0.922 |
5월사용량 | 0.864 | 0.874 | 0.877 | 0.919 | 1.000 | 0.928 | 0.898 | 0.884 | 0.860 | 0.846 | 0.840 | 0.838 | 0.934 |
6월사용량 | 0.858 | 0.861 | 0.856 | 0.885 | 0.928 | 1.000 | 0.933 | 0.912 | 0.884 | 0.864 | 0.858 | 0.856 | 0.942 |
7월사용량 | 0.851 | 0.849 | 0.841 | 0.863 | 0.898 | 0.933 | 1.000 | 0.942 | 0.911 | 0.887 | 0.875 | 0.870 | 0.946 |
8월사용량 | 0.849 | 0.847 | 0.834 | 0.857 | 0.884 | 0.912 | 0.942 | 1.000 | 0.938 | 0.909 | 0.894 | 0.885 | 0.948 |
9월사용량 | 0.832 | 0.830 | 0.818 | 0.833 | 0.860 | 0.884 | 0.911 | 0.938 | 1.000 | 0.931 | 0.905 | 0.889 | 0.936 |
10월사용량 | 0.823 | 0.818 | 0.804 | 0.821 | 0.846 | 0.864 | 0.887 | 0.909 | 0.931 | 1.000 | 0.930 | 0.909 | 0.929 |
11월사용량 | 0.819 | 0.809 | 0.802 | 0.813 | 0.840 | 0.858 | 0.875 | 0.894 | 0.905 | 0.930 | 1.000 | 0.935 | 0.921 |
12월사용량 | 0.818 | 0.809 | 0.797 | 0.812 | 0.838 | 0.856 | 0.870 | 0.885 | 0.889 | 0.909 | 0.935 | 1.000 | 0.914 |
사용량합계 | 0.913 | 0.916 | 0.909 | 0.922 | 0.934 | 0.942 | 0.946 | 0.948 | 0.936 | 0.929 | 0.921 | 0.914 | 1.000 |
주소 | 1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12904 | 경상남도 진주시 대신로109번길 9, 태성일급정비 (상평동) | 10 | 10 | 9 | 10 | 11 | 11 | 8 | 12 | 13 | 12 | 9 | 10 | 125 |
45511 | 경상남도 진주시 명석면 진주대로 2563 | 75 | 82 | 93 | 78 | 69 | 77 | 115 | 105 | 133 | 187 | 304 | 226 | 1544 |
21371 | 경상남도 진주시 미천면 상미로 219 | 14 | 18 | 21 | 16 | 22 | 21 | 17 | 18 | 14 | 15 | 20 | 22 | 218 |
39554 | 경상남도 진주시 대신로343번길 17-5 | 47 | 53 | 41 | 42 | 63 | 56 | 70 | 69 | 72 | 49 | 60 | 49 | 671 |
8090 | 경상남도 진주시 옥봉길29번길 9-1 | 3 | 5 | 5 | 4 | 7 | 13 | 7 | 7 | 8 | 7 | 7 | 5 | 78 |
39278 | 경상남도 진주시 북장대로81번길 7-4, (7/5) (상봉동) | 62 | 50 | 50 | 40 | 45 | 46 | 56 | 58 | 68 | 68 | 60 | 52 | 655 |
42014 | 경상남도 진주시 평거로5번길 22 (평거동) | 73 | 72 | 58 | 51 | 71 | 88 | 80 | 78 | 74 | 74 | 66 | 71 | 856 |
41385 | 경상남도 진주시 진주대로942번길 15 | 66 | 114 | 79 | 73 | 91 | 32 | 40 | 48 | 86 | 85 | 86 | 0 | 800 |
12115 | 경상남도 진주시 금곡면 금곡로145번길 5-14 운문마을 | 7 | 6 | 7 | 4 | 5 | 6 | 17 | 14 | 12 | 10 | 12 | 18 | 118 |
42138 | 경상남도 진주시 남강로659번길 8 (동성동) | 80 | 78 | 55 | 47 | 56 | 70 | 78 | 78 | 90 | 86 | 71 | 80 | 869 |
주소 | 1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
557 | 경상남도 진주시 명석면 광제산로 139-4 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 4 |
27784 | 경상남도 진주시 신평공원길47번길 10-11 | 27 | 29 | 25 | 21 | 23 | 25 | 26 | 27 | 28 | 32 | 24 | 23 | 310 |
12882 | 경상남도 진주시 비봉로30번길 12, (1/1) (중안동) | 9 | 11 | 10 | 7 | 8 | 7 | 11 | 24 | 9 | 10 | 9 | 10 | 125 |
1267 | 경상남도 진주시 금곡면 검암길 117-5 엄정마을 | 1 | 2 | 2 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 3 | 12 |
47635 | 경상남도 진주시 진주대로 501 (가좌동) | 53400 | 45010 | 36430 | 32150 | 55040 | 50290 | 57570 | 42320 | 39810 | 40450 | 40910 | 54430 | 547810 |
10156 | 경상남도 진주시 미천면 상미로 225 | 8 | 4 | 11 | 4 | 7 | 10 | 7 | 9 | 11 | 8 | 9 | 10 | 98 |
33884 | 경상남도 진주시 대신로275번길 15-4, (10/2) (상대동) | 37 | 33 | 46 | 42 | 27 | 26 | 31 | 30 | 49 | 52 | 33 | 37 | 443 |
43866 | 경상남도 진주시 상대로35번길 20 | 82 | 80 | 79 | 76 | 99 | 110 | 98 | 82 | 109 | 98 | 91 | 99 | 1103 |
42919 | 경상남도 진주시 호탄길9번길 4 | 69 | 64 | 54 | 60 | 71 | 88 | 91 | 101 | 88 | 91 | 102 | 82 | 961 |
19362 | 경상남도 진주시 대곡면 단목길7번길 26-1 | 4 | 5 | 13 | 4 | 4 | 10 | 14 | 42 | 44 | 17 | 26 | 12 | 195 |