Dataset statistics
Number of variables | 14 |
---|---|
Number of observations | 10000 |
Missing cells | 1916 |
Missing cells (%) | 1.4% |
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://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15025330 |
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 266 (2.7%) missing values | Missing |
2월사용량 has 250 (2.5%) missing values | Missing |
3월사용량 has 246 (2.5%) missing values | Missing |
4월사용량 has 236 (2.4%) missing values | Missing |
5월사용량 has 218 (2.2%) missing values | Missing |
6월사용량 has 197 (2.0%) missing values | Missing |
7월사용량 has 190 (1.9%) missing values | Missing |
8월사용량 has 149 (1.5%) missing values | Missing |
9월사용량 has 119 (1.2%) missing values | Missing |
1월사용량 is highly skewed (γ1 = 40.53934503) | Skewed |
2월사용량 is highly skewed (γ1 = 37.83566564) | Skewed |
3월사용량 is highly skewed (γ1 = 31.13741528) | Skewed |
4월사용량 is highly skewed (γ1 = 33.62756363) | Skewed |
5월사용량 is highly skewed (γ1 = 45.11854304) | Skewed |
6월사용량 is highly skewed (γ1 = 46.21143279) | Skewed |
7월사용량 is highly skewed (γ1 = 42.90568803) | Skewed |
8월사용량 is highly skewed (γ1 = 46.26837467) | Skewed |
9월사용량 is highly skewed (γ1 = 47.19924779) | Skewed |
10월사용량 is highly skewed (γ1 = 35.0495748) | Skewed |
11월사용량 is highly skewed (γ1 = 40.53267972) | Skewed |
12월사용량 is highly skewed (γ1 = 45.05626112) | Skewed |
사용량합계 is highly skewed (γ1 = 41.27363752) | Skewed |
1월사용량 has 494 (4.9%) zeros | Zeros |
2월사용량 has 623 (6.2%) zeros | Zeros |
3월사용량 has 620 (6.2%) zeros | Zeros |
4월사용량 has 629 (6.3%) zeros | Zeros |
5월사용량 has 597 (6.0%) zeros | Zeros |
6월사용량 has 559 (5.6%) zeros | Zeros |
7월사용량 has 488 (4.9%) zeros | Zeros |
8월사용량 has 512 (5.1%) zeros | Zeros |
9월사용량 has 476 (4.8%) zeros | Zeros |
10월사용량 has 454 (4.5%) zeros | Zeros |
11월사용량 has 514 (5.1%) zeros | Zeros |
12월사용량 has 548 (5.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 00:15:52.999468 |
---|---|
Analysis finished | 2023-12-11 00:16:17.848689 |
Duration | 24.85 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
주소
Text
Distinct | 9951 |
---|---|
Distinct (%) | 99.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Length
Max length | 52 |
---|---|
Median length | 43 |
Mean length | 25.2047 |
Min length | 14 |
Characters and Unicode
Total characters | 252047 |
---|---|
Distinct characters | 518 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 9905 ? |
---|---|
Unique (%) | 99.1% |
Sample
1st row | 경상남도 진주시 초전남로65번길 12-3 |
---|---|
2nd row | 경상남도 진주시 강남로331번길 3-1 (망경동) |
3rd row | 경상남도 진주시 명석면 광제산로938번길 24 |
4th row | 경상남도 진주시 솔밭로87번길 18 (상평동) |
5th row | 경상남도 진주시 미천면 향양로 448 |
Value | Count | Frequency (%) |
경상남도 | 10000 | 20.0% |
진주시 | 10000 | 20.0% |
상대동 | 580 | 1.2% |
문산읍 | 426 | 0.9% |
금산면 | 359 | 0.7% |
대곡면 | 340 | 0.7% |
신안동 | 320 | 0.6% |
상봉동 | 289 | 0.6% |
집현면 | 262 | 0.5% |
명석면 | 245 | 0.5% |
Other values (5755) | 27091 |
Most occurring characters
Value | Count | Frequency (%) |
41847 | 16.6% | |
진 | 11879 | 4.7% |
1 | 11844 | 4.7% |
상 | 11276 | 4.5% |
주 | 10784 | 4.3% |
남 | 10783 | 4.3% |
경 | 10443 | 4.1% |
도 | 10312 | 4.1% |
시 | 10054 | 4.0% |
길 | 8345 | 3.3% |
Other values (508) | 114480 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 141625 | |
Decimal Number | 48520 | 19.3% |
Space Separator | 41847 | 16.6% |
Open Punctuation | 5648 | 2.2% |
Close Punctuation | 5496 | 2.2% |
Dash Punctuation | 5110 | 2.0% |
Other Punctuation | 3761 | 1.5% |
Uppercase Letter | 40 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
진 | 11879 | 8.4% |
상 | 11276 | 8.0% |
주 | 10784 | 7.6% |
남 | 10783 | 7.6% |
경 | 10443 | 7.4% |
도 | 10312 | 7.3% |
시 | 10054 | 7.1% |
길 | 8345 | 5.9% |
로 | 7741 | 5.5% |
번 | 6349 | 4.5% |
Other values (470) | 43659 |
Uppercase Letter
Value | Count | Frequency (%) |
L | 8 | |
B | 8 | |
G | 4 | |
S | 3 | 7.5% |
K | 3 | 7.5% |
A | 2 | 5.0% |
C | 2 | 5.0% |
P | 2 | 5.0% |
T | 2 | 5.0% |
N | 1 | 2.5% |
Other values (5) | 5 |
Decimal Number
Value | Count | Frequency (%) |
1 | 11844 | |
2 | 6684 | |
3 | 4982 | |
4 | 4463 | 9.2% |
5 | 4347 | 9.0% |
6 | 3650 | 7.5% |
7 | 3315 | 6.8% |
9 | 3216 | 6.6% |
0 | 3026 | 6.2% |
8 | 2993 | 6.2% |
Other Punctuation
Value | Count | Frequency (%) |
/ | 1877 | |
, | 1821 | |
. | 58 | 1.5% |
: | 2 | 0.1% |
& | 1 | < 0.1% |
' | 1 | < 0.1% |
; | 1 | < 0.1% |
Open Punctuation
Value | Count | Frequency (%) |
( | 5623 | |
[ | 25 | 0.4% |
Close Punctuation
Value | Count | Frequency (%) |
) | 5471 | |
] | 25 | 0.5% |
Space Separator
Value | Count | Frequency (%) |
41847 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 5110 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 141625 | |
Common | 110382 | |
Latin | 40 | < 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
진 | 11879 | 8.4% |
상 | 11276 | 8.0% |
주 | 10784 | 7.6% |
남 | 10783 | 7.6% |
경 | 10443 | 7.4% |
도 | 10312 | 7.3% |
시 | 10054 | 7.1% |
길 | 8345 | 5.9% |
로 | 7741 | 5.5% |
번 | 6349 | 4.5% |
Other values (470) | 43659 |
Common
Value | Count | Frequency (%) |
41847 | ||
1 | 11844 | 10.7% |
2 | 6684 | 6.1% |
( | 5623 | 5.1% |
) | 5471 | 5.0% |
- | 5110 | 4.6% |
3 | 4982 | 4.5% |
4 | 4463 | 4.0% |
5 | 4347 | 3.9% |
6 | 3650 | 3.3% |
Other values (13) | 16361 | 14.8% |
Latin
Value | Count | Frequency (%) |
L | 8 | |
B | 8 | |
G | 4 | |
S | 3 | 7.5% |
K | 3 | 7.5% |
A | 2 | 5.0% |
C | 2 | 5.0% |
P | 2 | 5.0% |
T | 2 | 5.0% |
N | 1 | 2.5% |
Other values (5) | 5 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 141625 | |
ASCII | 110422 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
41847 | ||
1 | 11844 | 10.7% |
2 | 6684 | 6.1% |
( | 5623 | 5.1% |
) | 5471 | 5.0% |
- | 5110 | 4.6% |
3 | 4982 | 4.5% |
4 | 4463 | 4.0% |
5 | 4347 | 3.9% |
6 | 3650 | 3.3% |
Other values (28) | 16401 | 14.9% |
Hangul
Value | Count | Frequency (%) |
진 | 11879 | 8.4% |
상 | 11276 | 8.0% |
주 | 10784 | 7.6% |
남 | 10783 | 7.6% |
경 | 10443 | 7.4% |
도 | 10312 | 7.3% |
시 | 10054 | 7.1% |
길 | 8345 | 5.9% |
로 | 7741 | 5.5% |
번 | 6349 | 4.5% |
Other values (470) | 43659 |
1월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 359 |
---|---|
Distinct (%) | 3.7% |
Missing | 266 |
Missing (%) | 2.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 66.102835 |
Minimum | 0 |
---|---|
Maximum | 50570 |
Zeros | 494 |
Zeros (%) | 4.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 19 |
Q3 | 38 |
95-th percentile | 118 |
Maximum | 50570 |
Range | 50570 |
Interquartile range (IQR) | 31 |
Descriptive statistics
Standard deviation | 793.07728 |
---|---|
Coefficient of variation (CV) | 11.997629 |
Kurtosis | 2077.6174 |
Mean | 66.102835 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 40.539345 |
Sum | 643445 |
Variance | 628971.58 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 494 | 4.9% |
1 | 302 | 3.0% |
4 | 292 | 2.9% |
2 | 292 | 2.9% |
3 | 286 | 2.9% |
6 | 275 | 2.8% |
5 | 266 | 2.7% |
7 | 252 | 2.5% |
10 | 251 | 2.5% |
20 | 248 | 2.5% |
Other values (349) | 6776 | |
(Missing) | 266 | 2.7% |
Value | Count | Frequency (%) |
0 | 494 | |
1 | 302 | |
2 | 292 | |
3 | 286 | |
4 | 292 | |
5 | 266 | |
6 | 275 | |
7 | 252 | |
8 | 209 | |
9 | 227 |
Value | Count | Frequency (%) |
50570 | 1 | |
26917 | 1 | |
26210 | 1 | |
21363 | 1 | |
18111 | 1 | |
17029 | 1 | |
14260 | 1 | |
13967 | 1 | |
11955 | 1 | |
8969 | 1 |
2월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 359 |
---|---|
Distinct (%) | 3.7% |
Missing | 250 |
Missing (%) | 2.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.970051 |
Minimum | 0 |
---|---|
Maximum | 41450 |
Zeros | 623 |
Zeros (%) | 6.2% |
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 | 117 |
Maximum | 41450 |
Range | 41450 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 707.23437 |
---|---|
Coefficient of variation (CV) | 11.412519 |
Kurtosis | 1742.2657 |
Mean | 61.970051 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 37.835666 |
Sum | 604208 |
Variance | 500180.46 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 623 | 6.2% |
1 | 331 | 3.3% |
3 | 331 | 3.3% |
2 | 321 | 3.2% |
4 | 285 | 2.9% |
10 | 279 | 2.8% |
7 | 256 | 2.6% |
5 | 254 | 2.5% |
8 | 253 | 2.5% |
6 | 239 | 2.4% |
Other values (349) | 6578 | |
(Missing) | 250 | 2.5% |
Value | Count | Frequency (%) |
0 | 623 | |
1 | 331 | |
2 | 321 | |
3 | 331 | |
4 | 285 | |
5 | 254 | |
6 | 239 | 2.4% |
7 | 256 | |
8 | 253 | |
9 | 216 | 2.2% |
Value | Count | Frequency (%) |
41450 | 1 | |
26720 | 1 | |
25877 | 1 | |
20092 | 1 | |
16731 | 1 | |
16536 | 1 | |
12884 | 1 | |
10909 | 1 | |
8040 | 1 | |
7850 | 1 |
3월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 362 |
---|---|
Distinct (%) | 3.7% |
Missing | 246 |
Missing (%) | 2.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.551364 |
Minimum | 0 |
---|---|
Maximum | 28300 |
Zeros | 620 |
Zeros (%) | 6.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 8 |
median | 18 |
Q3 | 37 |
95-th percentile | 111 |
Maximum | 28300 |
Range | 28300 |
Interquartile range (IQR) | 29 |
Descriptive statistics
Standard deviation | 648.92167 |
---|---|
Coefficient of variation (CV) | 10.542767 |
Kurtosis | 1102.9473 |
Mean | 61.551364 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 31.137415 |
Sum | 600372 |
Variance | 421099.33 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 620 | 6.2% |
10 | 290 | 2.9% |
3 | 273 | 2.7% |
12 | 267 | 2.7% |
4 | 264 | 2.6% |
8 | 260 | 2.6% |
2 | 253 | 2.5% |
1 | 252 | 2.5% |
7 | 246 | 2.5% |
9 | 243 | 2.4% |
Other values (352) | 6786 | |
(Missing) | 246 | 2.5% |
Value | Count | Frequency (%) |
0 | 620 | |
1 | 252 | |
2 | 253 | |
3 | 273 | |
4 | 264 | |
5 | 239 | 2.4% |
6 | 239 | 2.4% |
7 | 246 | 2.5% |
8 | 260 | |
9 | 243 | 2.4% |
Value | Count | Frequency (%) |
28300 | 1 | |
26280 | 1 | |
23778 | 1 | |
21493 | 1 | |
17860 | 1 | |
16598 | 1 | |
13262 | 1 | |
13040 | 1 | |
12871 | 1 | |
7998 | 1 |
4월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 338 |
---|---|
Distinct (%) | 3.5% |
Missing | 236 |
Missing (%) | 2.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 57.19152 |
Minimum | 0 |
---|---|
Maximum | 33830 |
Zeros | 629 |
Zeros (%) | 6.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 6 |
median | 16 |
Q3 | 33 |
95-th percentile | 103 |
Maximum | 33830 |
Range | 33830 |
Interquartile range (IQR) | 27 |
Descriptive statistics
Standard deviation | 639.92055 |
---|---|
Coefficient of variation (CV) | 11.189081 |
Kurtosis | 1350.2033 |
Mean | 57.19152 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 33.627564 |
Sum | 558418 |
Variance | 409498.31 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 629 | 6.3% |
2 | 368 | 3.7% |
1 | 353 | 3.5% |
4 | 339 | 3.4% |
3 | 318 | 3.2% |
10 | 315 | 3.1% |
5 | 310 | 3.1% |
7 | 293 | 2.9% |
8 | 270 | 2.7% |
6 | 267 | 2.7% |
Other values (328) | 6302 |
Value | Count | Frequency (%) |
0 | 629 | |
1 | 353 | |
2 | 368 | |
3 | 318 | |
4 | 339 | |
5 | 310 | |
6 | 267 | |
7 | 293 | |
8 | 270 | |
9 | 262 |
Value | Count | Frequency (%) |
33830 | 1 | |
23200 | 1 | |
23124 | 1 | |
18830 | 1 | |
17127 | 1 | |
15761 | 1 | |
12460 | 1 | |
11612 | 1 | |
11429 | 1 | |
7898 | 1 |
5월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 360 |
---|---|
Distinct (%) | 3.7% |
Missing | 218 |
Missing (%) | 2.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.010018 |
Minimum | 0 |
---|---|
Maximum | 56310 |
Zeros | 597 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 6 |
median | 17 |
Q3 | 36 |
95-th percentile | 120 |
Maximum | 56310 |
Range | 56310 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 819.25231 |
---|---|
Coefficient of variation (CV) | 12.601939 |
Kurtosis | 2596.4042 |
Mean | 65.010018 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 45.118543 |
Sum | 635928 |
Variance | 671174.36 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 597 | 6.0% |
1 | 333 | 3.3% |
5 | 331 | 3.3% |
2 | 324 | 3.2% |
3 | 309 | 3.1% |
4 | 296 | 3.0% |
10 | 279 | 2.8% |
6 | 272 | 2.7% |
7 | 255 | 2.5% |
11 | 241 | 2.4% |
Other values (350) | 6545 |
Value | Count | Frequency (%) |
0 | 597 | |
1 | 333 | |
2 | 324 | |
3 | 309 | |
4 | 296 | |
5 | 331 | |
6 | 272 | |
7 | 255 | |
8 | 218 | 2.2% |
9 | 233 | 2.3% |
Value | Count | Frequency (%) |
56310 | 1 | |
27030 | 1 | |
26170 | 1 | |
20986 | 1 | |
17325 | 1 | |
16518 | 1 | |
13216 | 1 | |
13173 | 1 | |
11507 | 1 | |
8008 | 1 |
6월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 368 |
---|---|
Distinct (%) | 3.8% |
Missing | 197 |
Missing (%) | 2.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.99847 |
Minimum | 0 |
---|---|
Maximum | 57990 |
Zeros | 559 |
Zeros (%) | 5.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 18 |
Q3 | 38 |
95-th percentile | 119 |
Maximum | 57990 |
Range | 57990 |
Interquartile range (IQR) | 31 |
Descriptive statistics
Standard deviation | 831.12344 |
---|---|
Coefficient of variation (CV) | 12.593071 |
Kurtosis | 2723.1238 |
Mean | 65.99847 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 46.211433 |
Sum | 646983 |
Variance | 690766.16 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 559 | 5.6% |
4 | 310 | 3.1% |
5 | 290 | 2.9% |
1 | 290 | 2.9% |
2 | 280 | 2.8% |
3 | 278 | 2.8% |
10 | 272 | 2.7% |
6 | 266 | 2.7% |
8 | 260 | 2.6% |
11 | 240 | 2.4% |
Other values (358) | 6758 |
Value | Count | Frequency (%) |
0 | 559 | |
1 | 290 | |
2 | 280 | |
3 | 278 | |
4 | 310 | |
5 | 290 | |
6 | 266 | |
7 | 229 | |
8 | 260 | |
9 | 211 | 2.1% |
Value | Count | Frequency (%) |
57990 | 1 | |
27430 | 1 | |
26877 | 1 | |
19996 | 1 | |
17302 | 1 | |
16291 | 1 | |
13559 | 1 | |
12374 | 1 | |
12171 | 1 | |
7976 | 1 |
7월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 376 |
---|---|
Distinct (%) | 3.8% |
Missing | 190 |
Missing (%) | 1.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 69.094597 |
Minimum | 0 |
---|---|
Maximum | 55230 |
Zeros | 488 |
Zeros (%) | 4.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 8 |
median | 20 |
Q3 | 42 |
95-th percentile | 126.55 |
Maximum | 55230 |
Range | 55230 |
Interquartile range (IQR) | 34 |
Descriptive statistics
Standard deviation | 832.19528 |
---|---|
Coefficient of variation (CV) | 12.044289 |
Kurtosis | 2331.6815 |
Mean | 69.094597 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 42.905688 |
Sum | 677818 |
Variance | 692548.98 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 488 | 4.9% |
3 | 289 | 2.9% |
2 | 276 | 2.8% |
7 | 270 | 2.7% |
4 | 260 | 2.6% |
10 | 259 | 2.6% |
1 | 247 | 2.5% |
5 | 245 | 2.5% |
8 | 240 | 2.4% |
6 | 233 | 2.3% |
Other values (366) | 7003 |
Value | Count | Frequency (%) |
0 | 488 | |
1 | 247 | |
2 | 276 | |
3 | 289 | |
4 | 260 | |
5 | 245 | |
6 | 233 | |
7 | 270 | |
8 | 240 | |
9 | 216 |
Value | Count | Frequency (%) |
55230 | 1 | |
27961 | 1 | |
27300 | 1 | |
21750 | 1 | |
17999 | 1 | |
17866 | 1 | |
15478 | 1 | |
14225 | 1 | |
12688 | 1 | |
8520 | 1 |
8월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 383 |
---|---|
Distinct (%) | 3.9% |
Missing | 149 |
Missing (%) | 1.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 69.493757 |
Minimum | 0 |
---|---|
Maximum | 59582 |
Zeros | 512 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 8 |
median | 20 |
Q3 | 41 |
95-th percentile | 126.5 |
Maximum | 59582 |
Range | 59582 |
Interquartile range (IQR) | 33 |
Descriptive statistics
Standard deviation | 848.86708 |
---|---|
Coefficient of variation (CV) | 12.215012 |
Kurtosis | 2748.4637 |
Mean | 69.493757 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 46.268375 |
Sum | 684583 |
Variance | 720575.31 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 512 | 5.1% |
1 | 281 | 2.8% |
4 | 279 | 2.8% |
5 | 279 | 2.8% |
3 | 271 | 2.7% |
2 | 264 | 2.6% |
10 | 259 | 2.6% |
7 | 242 | 2.4% |
11 | 239 | 2.4% |
8 | 238 | 2.4% |
Other values (373) | 6987 |
Value | Count | Frequency (%) |
0 | 512 | |
1 | 281 | |
2 | 264 | |
3 | 271 | |
4 | 279 | |
5 | 279 | |
6 | 222 | |
7 | 242 | |
8 | 238 | |
9 | 203 | 2.0% |
Value | Count | Frequency (%) |
59582 | 1 | |
27211 | 1 | |
26830 | 1 | |
20441 | 1 | |
17866 | 1 | |
16490 | 1 | |
14075 | 1 | |
13508 | 1 | |
13171 | 1 | |
8229 | 1 |
9월사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
  SKEWED
  ZEROS
 
Distinct | 388 |
---|---|
Distinct (%) | 3.9% |
Missing | 119 |
Missing (%) | 1.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 74.404311 |
Minimum | 0 |
---|---|
Maximum | 66826 |
Zeros | 476 |
Zeros (%) | 4.8% |
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 | 130 |
Maximum | 66826 |
Range | 66826 |
Interquartile range (IQR) | 35 |
Descriptive statistics
Standard deviation | 940.38789 |
---|---|
Coefficient of variation (CV) | 12.63889 |
Kurtosis | 2854.2978 |
Mean | 74.404311 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 47.199248 |
Sum | 735189 |
Variance | 884329.38 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 476 | 4.8% |
5 | 281 | 2.8% |
2 | 262 | 2.6% |
3 | 253 | 2.5% |
1 | 253 | 2.5% |
4 | 241 | 2.4% |
9 | 225 | 2.2% |
10 | 225 | 2.2% |
6 | 223 | 2.2% |
20 | 218 | 2.2% |
Other values (378) | 7224 |
Value | Count | Frequency (%) |
0 | 476 | |
1 | 253 | |
2 | 262 | |
3 | 253 | |
4 | 241 | |
5 | 281 | |
6 | 223 | |
7 | 217 | |
8 | 207 | |
9 | 225 |
Value | Count | Frequency (%) |
66826 | 1 | |
30094 | 1 | |
28550 | 1 | |
23054 | 1 | |
19813 | 1 | |
19605 | 1 | |
15706 | 1 | |
14914 | 1 | |
13575 | 1 | |
9260 | 1 |
10월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 395 |
---|---|
Distinct (%) | 4.0% |
Missing | 38 |
Missing (%) | 0.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 71.936157 |
Minimum | 0 |
---|---|
Maximum | 41097 |
Zeros | 454 |
Zeros (%) | 4.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 10 |
median | 21.5 |
Q3 | 44 |
95-th percentile | 130 |
Maximum | 41097 |
Range | 41097 |
Interquartile range (IQR) | 34 |
Descriptive statistics
Standard deviation | 756.77615 |
---|---|
Coefficient of variation (CV) | 10.520108 |
Kurtosis | 1473.6147 |
Mean | 71.936157 |
Median Absolute Deviation (MAD) | 14.5 |
Skewness | 35.049575 |
Sum | 716628 |
Variance | 572710.14 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 454 | 4.5% |
10 | 270 | 2.7% |
4 | 252 | 2.5% |
1 | 251 | 2.5% |
2 | 234 | 2.3% |
6 | 228 | 2.3% |
15 | 225 | 2.2% |
12 | 222 | 2.2% |
3 | 221 | 2.2% |
5 | 220 | 2.2% |
Other values (385) | 7385 |
Value | Count | Frequency (%) |
0 | 454 | |
1 | 251 | |
2 | 234 | |
3 | 221 | |
4 | 252 | |
5 | 220 | |
6 | 228 | |
7 | 214 | |
8 | 207 | |
9 | 201 |
Value | Count | Frequency (%) |
41097 | 1 | |
29880 | 1 | |
28050 | 1 | |
22517 | 1 | |
18999 | 1 | |
16008 | 1 | |
15289 | 1 | |
13931 | 1 | |
12639 | 1 | |
9595 | 1 |
11월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 379 |
---|---|
Distinct (%) | 3.8% |
Missing | 7 |
Missing (%) | 0.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68.505954 |
Minimum | 0 |
---|---|
Maximum | 49240 |
Zeros | 514 |
Zeros (%) | 5.1% |
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 | 128 |
Maximum | 49240 |
Range | 49240 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 763.17736 |
---|---|
Coefficient of variation (CV) | 11.140307 |
Kurtosis | 2107.0571 |
Mean | 68.505954 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 40.53268 |
Sum | 684580 |
Variance | 582439.69 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 514 | 5.1% |
1 | 298 | 3.0% |
3 | 289 | 2.9% |
2 | 283 | 2.8% |
5 | 276 | 2.8% |
4 | 261 | 2.6% |
10 | 256 | 2.6% |
6 | 252 | 2.5% |
15 | 250 | 2.5% |
8 | 241 | 2.4% |
Other values (369) | 7073 |
Value | Count | Frequency (%) |
0 | 514 | |
1 | 298 | |
2 | 283 | |
3 | 289 | |
4 | 261 | |
5 | 276 | |
6 | 252 | |
7 | 208 | |
8 | 241 | |
9 | 241 |
Value | Count | Frequency (%) |
49240 | 1 | |
26806 | 1 | |
24640 | 1 | |
20485 | 1 | |
16662 | 1 | |
16435 | 1 | |
13715 | 1 | |
13123 | 1 | |
12395 | 1 | |
8031 | 1 |
12월사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 383 |
---|---|
Distinct (%) | 3.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 67.7043 |
Minimum | 0 |
---|---|
Maximum | 57289 |
Zeros | 548 |
Zeros (%) | 5.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 18 |
Q3 | 38.25 |
95-th percentile | 123.05 |
Maximum | 57289 |
Range | 57289 |
Interquartile range (IQR) | 31.25 |
Descriptive statistics
Standard deviation | 823.07146 |
---|---|
Coefficient of variation (CV) | 12.156857 |
Kurtosis | 2634.9817 |
Mean | 67.7043 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 45.056261 |
Sum | 677043 |
Variance | 677446.64 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 548 | 5.5% |
2 | 336 | 3.4% |
1 | 332 | 3.3% |
5 | 301 | 3.0% |
3 | 298 | 3.0% |
4 | 280 | 2.8% |
7 | 275 | 2.8% |
10 | 274 | 2.7% |
6 | 261 | 2.6% |
11 | 244 | 2.4% |
Other values (373) | 6851 |
Value | Count | Frequency (%) |
0 | 548 | |
1 | 332 | |
2 | 336 | |
3 | 298 | |
4 | 280 | |
5 | 301 | |
6 | 261 | |
7 | 275 | |
8 | 237 | |
9 | 225 |
Value | Count | Frequency (%) |
57289 | 1 | |
26290 | 1 | |
26256 | 1 | |
20126 | 1 | |
17414 | 1 | |
16451 | 1 | |
14072 | 1 | |
12647 | 1 | |
12473 | 1 | |
8499 | 1 |
사용량합계
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 1658 |
---|---|
Distinct (%) | 16.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 786.5195 |
Minimum | 1 |
---|---|
Maximum | 597714 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 16 |
Q1 | 98 |
median | 226 |
Q3 | 463 |
95-th percentile | 1423.1 |
Maximum | 597714 |
Range | 597713 |
Interquartile range (IQR) | 365 |
Descriptive statistics
Standard deviation | 9249.2199 |
---|---|
Coefficient of variation (CV) | 11.759683 |
Kurtosis | 2147.6373 |
Mean | 786.5195 |
Median Absolute Deviation (MAD) | 155 |
Skewness | 41.273638 |
Sum | 7865195 |
Variance | 85548069 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 76 | 0.8% |
2 | 47 | 0.5% |
5 | 38 | 0.4% |
3 | 38 | 0.4% |
68 | 36 | 0.4% |
36 | 35 | 0.4% |
85 | 35 | 0.4% |
31 | 33 | 0.3% |
54 | 32 | 0.3% |
38 | 31 | 0.3% |
Other values (1648) | 9599 |
Value | Count | Frequency (%) |
1 | 76 | |
2 | 47 | |
3 | 38 | |
4 | 29 | 0.3% |
5 | 38 | |
6 | 24 | 0.2% |
7 | 27 | 0.3% |
8 | 28 | 0.3% |
9 | 24 | 0.2% |
10 | 26 | 0.3% |
Value | Count | Frequency (%) |
597714 | 1 | |
321811 | 1 | |
317670 | 1 | |
251133 | 1 | |
210880 | 1 | |
203917 | 1 | |
167144 | 1 | |
157478 | 1 | |
133713 | 1 | |
99106 | 1 |
1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1월사용량 | 1.000 | 0.989 | 0.946 | 0.945 | 0.933 | 0.958 | 0.987 | 0.951 | 0.951 | 0.947 | 0.997 | 0.940 | 0.999 |
2월사용량 | 0.989 | 1.000 | 0.921 | 0.942 | 0.958 | 0.925 | 0.982 | 0.920 | 0.920 | 0.943 | 0.991 | 0.924 | 0.990 |
3월사용량 | 0.946 | 0.921 | 1.000 | 0.952 | 0.976 | 0.981 | 0.948 | 0.974 | 0.974 | 0.994 | 0.958 | 0.975 | 0.962 |
4월사용량 | 0.945 | 0.942 | 0.952 | 1.000 | 0.964 | 0.950 | 0.946 | 0.952 | 0.952 | 0.959 | 0.967 | 0.994 | 0.965 |
5월사용량 | 0.933 | 0.958 | 0.976 | 0.964 | 1.000 | 0.997 | 0.944 | 0.995 | 0.995 | 0.997 | 0.955 | 0.990 | 0.959 |
6월사용량 | 0.958 | 0.925 | 0.981 | 0.950 | 0.997 | 1.000 | 0.935 | 1.000 | 1.000 | 0.998 | 0.967 | 0.993 | 0.970 |
7월사용량 | 0.987 | 0.982 | 0.948 | 0.946 | 0.944 | 0.935 | 1.000 | 0.944 | 0.944 | 0.964 | 0.992 | 0.955 | 0.993 |
8월사용량 | 0.951 | 0.920 | 0.974 | 0.952 | 0.995 | 1.000 | 0.944 | 1.000 | 1.000 | 0.999 | 0.962 | 0.994 | 0.964 |
9월사용량 | 0.951 | 0.920 | 0.974 | 0.952 | 0.995 | 1.000 | 0.944 | 1.000 | 1.000 | 0.999 | 0.961 | 0.993 | 0.964 |
10월사용량 | 0.947 | 0.943 | 0.994 | 0.959 | 0.997 | 0.998 | 0.964 | 0.999 | 0.999 | 1.000 | 0.962 | 0.982 | 0.963 |
11월사용량 | 0.997 | 0.991 | 0.958 | 0.967 | 0.955 | 0.967 | 0.992 | 0.962 | 0.961 | 0.962 | 1.000 | 0.962 | 1.000 |
12월사용량 | 0.940 | 0.924 | 0.975 | 0.994 | 0.990 | 0.993 | 0.955 | 0.994 | 0.993 | 0.982 | 0.962 | 1.000 | 0.959 |
사용량합계 | 0.999 | 0.990 | 0.962 | 0.965 | 0.959 | 0.970 | 0.993 | 0.964 | 0.964 | 0.963 | 1.000 | 0.959 | 1.000 |
1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1월사용량 | 1.000 | 0.922 | 0.893 | 0.885 | 0.878 | 0.871 | 0.862 | 0.855 | 0.844 | 0.840 | 0.838 | 0.829 | 0.921 |
2월사용량 | 0.922 | 1.000 | 0.923 | 0.903 | 0.888 | 0.871 | 0.858 | 0.852 | 0.839 | 0.831 | 0.833 | 0.826 | 0.923 |
3월사용량 | 0.893 | 0.923 | 1.000 | 0.922 | 0.902 | 0.880 | 0.866 | 0.856 | 0.846 | 0.842 | 0.838 | 0.829 | 0.925 |
4월사용량 | 0.885 | 0.903 | 0.922 | 1.000 | 0.934 | 0.905 | 0.890 | 0.879 | 0.863 | 0.855 | 0.855 | 0.844 | 0.935 |
5월사용량 | 0.878 | 0.888 | 0.902 | 0.934 | 1.000 | 0.930 | 0.912 | 0.898 | 0.878 | 0.868 | 0.867 | 0.857 | 0.943 |
6월사용량 | 0.871 | 0.871 | 0.880 | 0.905 | 0.930 | 1.000 | 0.937 | 0.916 | 0.892 | 0.878 | 0.875 | 0.861 | 0.940 |
7월사용량 | 0.862 | 0.858 | 0.866 | 0.890 | 0.912 | 0.937 | 1.000 | 0.946 | 0.916 | 0.895 | 0.891 | 0.874 | 0.945 |
8월사용량 | 0.855 | 0.852 | 0.856 | 0.879 | 0.898 | 0.916 | 0.946 | 1.000 | 0.939 | 0.913 | 0.906 | 0.886 | 0.946 |
9월사용량 | 0.844 | 0.839 | 0.846 | 0.863 | 0.878 | 0.892 | 0.916 | 0.939 | 1.000 | 0.934 | 0.913 | 0.893 | 0.943 |
10월사용량 | 0.840 | 0.831 | 0.842 | 0.855 | 0.868 | 0.878 | 0.895 | 0.913 | 0.934 | 1.000 | 0.933 | 0.905 | 0.935 |
11월사용량 | 0.838 | 0.833 | 0.838 | 0.855 | 0.867 | 0.875 | 0.891 | 0.906 | 0.913 | 0.933 | 1.000 | 0.935 | 0.932 |
12월사용량 | 0.829 | 0.826 | 0.829 | 0.844 | 0.857 | 0.861 | 0.874 | 0.886 | 0.893 | 0.905 | 0.935 | 1.000 | 0.918 |
사용량합계 | 0.921 | 0.923 | 0.925 | 0.935 | 0.943 | 0.940 | 0.945 | 0.946 | 0.943 | 0.935 | 0.932 | 0.918 | 1.000 |
주소 | 1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2997 | 경상남도 진주시 초전남로65번길 12-3 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 2 | 20 |
24150 | 경상남도 진주시 강남로331번길 3-1 (망경동) | 16 | 16 | 15 | 11 | 10 | 16 | 15 | 0 | 35 | 34 | 24 | 25 | 217 |
1623 | 경상남도 진주시 명석면 광제산로938번길 24 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 7 | 1 | 1 | 9 |
41427 | 경상남도 진주시 솔밭로87번길 18 (상평동) | 38 | 44 | 49 | 47 | 57 | 52 | 60 | 56 | 67 | 52 | 55 | 51 | 628 |
12966 | 경상남도 진주시 미천면 향양로 448 | 3 | 4 | 4 | 5 | 6 | 8 | 16 | 22 | 15 | 9 | 7 | 5 | 104 |
28351 | 경상남도 진주시 대신로 418 | 23 | 17 | 18 | 23 | 20 | 21 | 34 | 24 | 21 | 25 | 20 | 24 | 270 |
36878 | 경상남도 진주시 공단로139번길 4-1 | 31 | 29 | 34 | 28 | 33 | 35 | 38 | 41 | 47 | 48 | 44 | 34 | 442 |
38735 | 경상남도 진주시 평거로 150, (20/3) (신안동) | 38 | 42 | 41 | 40 | 43 | 41 | 43 | 41 | 42 | 40 | 49 | 45 | 505 |
17575 | 경상남도 진주시 명석면 성철로 371-8 | 9 | 7 | 21 | 20 | 22 | 15 | 11 | 9 | 9 | 10 | 8 | 8 | 149 |
10724 | 경상남도 진주시 대신로457번길 12-5 | 6 | 9 | 8 | 15 | 5 | 8 | 10 | 2 | 2 | 6 | 9 | 4 | 84 |
주소 | 1월사용량 | 2월사용량 | 3월사용량 | 4월사용량 | 5월사용량 | 6월사용량 | 7월사용량 | 8월사용량 | 9월사용량 | 10월사용량 | 11월사용량 | 12월사용량 | 사용량합계 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42793 | 경상남도 진주시 이반성면 대천길149번길 1 (대동마을) | 50 | 0 | 0 | 23 | 27 | 86 | 40 | 40 | 50 | 200 | 146 | 54 | 716 |
24078 | 경상남도 진주시 진주성로147번길 13-5 | 21 | 22 | 27 | 9 | 11 | 12 | 18 | 16 | 15 | 32 | 16 | 17 | 216 |
21178 | 경상남도 진주시 문산읍 동부로 819-7 | 10 | 12 | 12 | 11 | 15 | 16 | 18 | 21 | 22 | 17 | 17 | 14 | 185 |
21789 | 경상남도 진주시 진양호로620번길 4-1 | 10 | 10 | 12 | 7 | 12 | 19 | 20 | 20 | 16 | 25 | 20 | 20 | 191 |
12369 | 경상남도 진주시 대신로115번길 7 | 11 | 12 | 11 | 13 | 10 | 9 | 11 | 14 | 4 | 2 | 1 | 0 | 98 |
5364 | 경상남도 진주시 진성면 대사길19번길 118-16 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 2 | 40 |
48100 | 경상남도 진주시 동진로34번길 6-5 | 138 | 145 | 124 | 125 | 134 | 130 | 125 | 147 | 132 | 139 | 119 | 107 | 1565 |
44085 | 경상남도 진주시 창렬로145번길 4 (상봉동) | 56 | 44 | 58 | 55 | 80 | 85 | 82 | 75 | 56 | 80 | 79 | 68 | 818 |
36543 | 경상남도 진주시 도동로171번길 12 | 16 | 22 | 56 | 48 | 35 | 34 | 49 | 42 | 36 | 55 | 20 | 20 | 433 |
15678 | 경상남도 진주시 미천면 향양로689번길 34-1 | 19 | 15 | 14 | 4 | 6 | 10 | 10 | 7 | 13 | 15 | 9 | 8 | 130 |