Dataset statistics
Number of variables | 20 |
---|---|
Number of observations | 728 |
Missing cells | 550 |
Missing cells (%) | 3.8% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 125.2 KiB |
Average record size in memory | 176.2 B |
Variable types
Numeric | 14 |
---|---|
Categorical | 4 |
DateTime | 2 |
Dataset
Description | 부산광역시 상수도사업본부에서 상하수도 요금 계산 및 징수를 위해 운영하는 수용가정보시스템에 사용되는 복지사각지대 자료 제공 통계자료입니다.(자료제공년월, 자료회차, 전월 사용량 등)사용량의 단위는 톤입니다. |
---|---|
Author | 부산광역시 상수도사업본부 |
URL | https://www.data.go.kr/data/15100343/fileData.do |
자료회차 has constant value "" | Constant |
자료접수기관코드 has constant value "" | Constant |
자료처리일자 is highly overall correlated with 연번 and 1 other fields | High correlation |
자료제공년월 is highly overall correlated with 연번 and 1 other fields | High correlation |
연번 is highly overall correlated with 자료제공년월 and 1 other fields | High correlation |
전월사용량 is highly overall correlated with 3개월전사용량 and 4 other fields | High correlation |
2개월전사용량 is highly overall correlated with 4개월전사용량 and 4 other fields | High correlation |
3개월전사용량 is highly overall correlated with 전월사용량 and 4 other fields | High correlation |
4개월전사용량 is highly overall correlated with 2개월전사용량 and 4 other fields | High correlation |
5개월전사용량 is highly overall correlated with 전월사용량 and 4 other fields | High correlation |
6개월전사용량 is highly overall correlated with 2개월전사용량 and 4 other fields | High correlation |
7개월전사용량 is highly overall correlated with 전월사용량 and 4 other fields | High correlation |
8개월전사용량 is highly overall correlated with 2개월전사용량 and 4 other fields | High correlation |
9개월전사용량 is highly overall correlated with 전월사용량 and 4 other fields | High correlation |
10개월전사용량 is highly overall correlated with 2개월전사용량 and 4 other fields | High correlation |
11개월전사용량 is highly overall correlated with 전월사용량 and 4 other fields | High correlation |
12개월전사용량 is highly overall correlated with 2개월전사용량 and 4 other fields | High correlation |
정수종료일 has 550 (75.5%) missing values | Missing |
4개월전사용량 is highly skewed (γ1 = 25.14977004) | Skewed |
연번 has unique values | Unique |
전월사용량 has 620 (85.2%) zeros | Zeros |
2개월전사용량 has 594 (81.6%) zeros | Zeros |
3개월전사용량 has 587 (80.6%) zeros | Zeros |
4개월전사용량 has 574 (78.8%) zeros | Zeros |
5개월전사용량 has 572 (78.6%) zeros | Zeros |
6개월전사용량 has 560 (76.9%) zeros | Zeros |
7개월전사용량 has 546 (75.0%) zeros | Zeros |
8개월전사용량 has 527 (72.4%) zeros | Zeros |
9개월전사용량 has 524 (72.0%) zeros | Zeros |
10개월전사용량 has 514 (70.6%) zeros | Zeros |
11개월전사용량 has 515 (70.7%) zeros | Zeros |
12개월전사용량 has 498 (68.4%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-14 11:33:56.443231 |
---|---|
Analysis finished | 2024-03-14 11:34:48.252276 |
Duration | 51.81 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 728 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 364.5 |
Minimum | 1 |
---|---|
Maximum | 728 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 37.35 |
Q1 | 182.75 |
median | 364.5 |
Q3 | 546.25 |
95-th percentile | 691.65 |
Maximum | 728 |
Range | 727 |
Interquartile range (IQR) | 363.5 |
Descriptive statistics
Standard deviation | 210.29979 |
---|---|
Coefficient of variation (CV) | 0.57695415 |
Kurtosis | -1.2 |
Mean | 364.5 |
Median Absolute Deviation (MAD) | 182 |
Skewness | 0 |
Sum | 265356 |
Variance | 44226 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.1% |
480 | 1 | 0.1% |
482 | 1 | 0.1% |
483 | 1 | 0.1% |
484 | 1 | 0.1% |
485 | 1 | 0.1% |
486 | 1 | 0.1% |
487 | 1 | 0.1% |
488 | 1 | 0.1% |
489 | 1 | 0.1% |
Other values (718) | 718 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
728 | 1 | |
727 | 1 | |
726 | 1 | |
725 | 1 | |
724 | 1 | |
723 | 1 | |
722 | 1 | |
721 | 1 | |
720 | 1 | |
719 | 1 |
자료제공년월
Categorical
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.8 KiB |
2023-11 | |
---|---|
2023-03 | |
2023-09 | |
2023-07 | |
2023-05 |
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-09 |
---|---|
2nd row | 2023-09 |
3rd row | 2023-09 |
4th row | 2023-09 |
5th row | 2023-09 |
Common Values
Value | Count | Frequency (%) |
2023-11 | 147 | |
2023-03 | 142 | |
2023-09 | 133 | |
2023-07 | 126 | |
2023-05 | 126 | |
2023-01 | 54 | 7.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-11 | 147 | |
2023-03 | 142 | |
2023-09 | 133 | |
2023-07 | 126 | |
2023-05 | 126 | |
2023-01 | 54 | 7.4% |
자료회차
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.8 KiB |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 728 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 728 |
자료순번
Real number (ℝ)
Distinct | 147 |
---|---|
Distinct (%) | 20.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.149725 |
Minimum | 1 |
---|---|
Maximum | 147 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 7 |
Q1 | 31 |
median | 62.5 |
Q3 | 99 |
95-th percentile | 129 |
Maximum | 147 |
Range | 146 |
Interquartile range (IQR) | 68 |
Descriptive statistics
Standard deviation | 39.612196 |
---|---|
Coefficient of variation (CV) | 0.60801786 |
Kurtosis | -1.1468636 |
Mean | 65.149725 |
Median Absolute Deviation (MAD) | 33.5 |
Skewness | 0.15058963 |
Sum | 47429 |
Variance | 1569.1261 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
54 | 6 | 0.8% |
20 | 6 | 0.8% |
18 | 6 | 0.8% |
17 | 6 | 0.8% |
16 | 6 | 0.8% |
15 | 6 | 0.8% |
14 | 6 | 0.8% |
13 | 6 | 0.8% |
12 | 6 | 0.8% |
11 | 6 | 0.8% |
Other values (137) | 668 |
Value | Count | Frequency (%) |
1 | 6 | |
2 | 6 | |
3 | 6 | |
4 | 6 | |
5 | 6 | |
6 | 6 | |
7 | 6 | |
8 | 6 | |
9 | 6 | |
10 | 6 |
Value | Count | Frequency (%) |
147 | 1 | |
146 | 1 | |
145 | 1 | |
144 | 1 | |
143 | 1 | |
142 | 2 | |
141 | 2 | |
140 | 2 | |
139 | 2 | |
138 | 2 |
자료접수기관코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.8 KiB |
6260095 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 6260095 |
---|---|
2nd row | 6260095 |
3rd row | 6260095 |
4th row | 6260095 |
5th row | 6260095 |
Common Values
Value | Count | Frequency (%) |
6260095 | 728 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6260095 | 728 |
정수시작일
Date
Distinct | 197 |
---|---|
Distinct (%) | 27.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.8 KiB |
Minimum | 2022-12-01 00:00:00 |
---|---|
Maximum | 2023-11-29 00:00:00 |
정수종료일
Date
MISSING
 
Distinct | 120 |
---|---|
Distinct (%) | 67.4% |
Missing | 550 |
Missing (%) | 75.5% |
Memory size | 5.8 KiB |
Minimum | 2022-12-05 00:00:00 |
---|---|
Maximum | 2023-12-08 00:00:00 |
전월사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 66 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.197802 |
Minimum | 0 |
---|---|
Maximum | 1838 |
Zeros | 620 |
Zeros (%) | 85.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 42.65 |
Maximum | 1838 |
Range | 1838 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 99.330977 |
---|---|
Coefficient of variation (CV) | 6.5358778 |
Kurtosis | 178.92929 |
Mean | 15.197802 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.849391 |
Sum | 11064 |
Variance | 9866.6431 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 620 | |
1 | 11 | 1.5% |
4 | 6 | 0.8% |
3 | 4 | 0.5% |
6 | 4 | 0.5% |
12 | 3 | 0.4% |
5 | 3 | 0.4% |
2 | 3 | 0.4% |
48 | 2 | 0.3% |
30 | 2 | 0.3% |
Other values (56) | 70 | 9.6% |
Value | Count | Frequency (%) |
0 | 620 | |
1 | 11 | 1.5% |
2 | 3 | 0.4% |
3 | 4 | 0.5% |
4 | 6 | 0.8% |
5 | 3 | 0.4% |
6 | 4 | 0.5% |
7 | 2 | 0.3% |
8 | 2 | 0.3% |
9 | 2 | 0.3% |
Value | Count | Frequency (%) |
1838 | 1 | |
990 | 1 | |
731 | 1 | |
637 | 1 | |
618 | 1 | |
550 | 2 | |
509 | 1 | |
451 | 1 | |
324 | 1 | |
278 | 1 |
2개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 60 |
---|---|
Distinct (%) | 8.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.502747 |
Minimum | 0 |
---|---|
Maximum | 984 |
Zeros | 594 |
Zeros (%) | 81.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 28.3 |
Maximum | 984 |
Range | 984 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 65.687518 |
---|---|
Coefficient of variation (CV) | 6.2543177 |
Kurtosis | 113.98375 |
Mean | 10.502747 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 9.9725782 |
Sum | 7646 |
Variance | 4314.8501 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 594 | |
1 | 20 | 2.7% |
3 | 12 | 1.6% |
2 | 8 | 1.1% |
10 | 5 | 0.7% |
8 | 5 | 0.7% |
9 | 4 | 0.5% |
14 | 4 | 0.5% |
7 | 4 | 0.5% |
5 | 3 | 0.4% |
Other values (50) | 69 | 9.5% |
Value | Count | Frequency (%) |
0 | 594 | |
1 | 20 | 2.7% |
2 | 8 | 1.1% |
3 | 12 | 1.6% |
4 | 1 | 0.1% |
5 | 3 | 0.4% |
6 | 3 | 0.4% |
7 | 4 | 0.5% |
8 | 5 | 0.7% |
9 | 4 | 0.5% |
Value | Count | Frequency (%) |
984 | 1 | |
725 | 1 | |
659 | 1 | |
632 | 1 | |
418 | 1 | |
387 | 1 | |
380 | 1 | |
290 | 1 | |
283 | 1 | |
262 | 1 |
3개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 74 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.196429 |
Minimum | 0 |
---|---|
Maximum | 1234 |
Zeros | 587 |
Zeros (%) | 80.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 63 |
Maximum | 1234 |
Range | 1234 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 87.611379 |
---|---|
Coefficient of variation (CV) | 5.0947427 |
Kurtosis | 96.404736 |
Mean | 17.196429 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 8.8722115 |
Sum | 12519 |
Variance | 7675.7537 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 587 | |
1 | 14 | 1.9% |
2 | 8 | 1.1% |
3 | 6 | 0.8% |
5 | 5 | 0.7% |
17 | 5 | 0.7% |
6 | 3 | 0.4% |
10 | 3 | 0.4% |
4 | 3 | 0.4% |
36 | 3 | 0.4% |
Other values (64) | 91 | 12.5% |
Value | Count | Frequency (%) |
0 | 587 | |
1 | 14 | 1.9% |
2 | 8 | 1.1% |
3 | 6 | 0.8% |
4 | 3 | 0.4% |
5 | 5 | 0.7% |
6 | 3 | 0.4% |
8 | 2 | 0.3% |
9 | 2 | 0.3% |
10 | 3 | 0.4% |
Value | Count | Frequency (%) |
1234 | 1 | |
1095 | 1 | |
703 | 1 | |
654 | 1 | |
587 | 1 | |
505 | 1 | |
459 | 1 | |
429 | 1 | |
383 | 1 | |
366 | 1 |
4개월전사용량
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 66 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.684066 |
Minimum | 0 |
---|---|
Maximum | 10764 |
Zeros | 574 |
Zeros (%) | 78.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 40 |
Maximum | 10764 |
Range | 10764 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 408.55259 |
---|---|
Coefficient of variation (CV) | 14.243189 |
Kurtosis | 658.58226 |
Mean | 28.684066 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 25.14977 |
Sum | 20882 |
Variance | 166915.22 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 574 | |
1 | 27 | 3.7% |
3 | 9 | 1.2% |
12 | 7 | 1.0% |
4 | 6 | 0.8% |
9 | 6 | 0.8% |
10 | 6 | 0.8% |
15 | 5 | 0.7% |
2 | 4 | 0.5% |
11 | 4 | 0.5% |
Other values (56) | 80 | 11.0% |
Value | Count | Frequency (%) |
0 | 574 | |
1 | 27 | 3.7% |
2 | 4 | 0.5% |
3 | 9 | 1.2% |
4 | 6 | 0.8% |
5 | 1 | 0.1% |
6 | 1 | 0.1% |
7 | 3 | 0.4% |
8 | 3 | 0.4% |
9 | 6 | 0.8% |
Value | Count | Frequency (%) |
10764 | 1 | |
1655 | 1 | |
890 | 1 | |
849 | 1 | |
674 | 1 | |
668 | 1 | |
447 | 1 | |
349 | 1 | |
281 | 1 | |
277 | 1 |
5개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 86 |
---|---|
Distinct (%) | 11.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.924451 |
Minimum | 0 |
---|---|
Maximum | 863 |
Zeros | 572 |
Zeros (%) | 78.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 72.6 |
Maximum | 863 |
Range | 863 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 81.406082 |
---|---|
Coefficient of variation (CV) | 4.5416222 |
Kurtosis | 58.559967 |
Mean | 17.924451 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 7.1601098 |
Sum | 13049 |
Variance | 6626.9503 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 572 | |
1 | 18 | 2.5% |
5 | 8 | 1.1% |
2 | 6 | 0.8% |
3 | 6 | 0.8% |
20 | 4 | 0.5% |
10 | 4 | 0.5% |
14 | 4 | 0.5% |
6 | 4 | 0.5% |
12 | 3 | 0.4% |
Other values (76) | 99 | 13.6% |
Value | Count | Frequency (%) |
0 | 572 | |
1 | 18 | 2.5% |
2 | 6 | 0.8% |
3 | 6 | 0.8% |
4 | 2 | 0.3% |
5 | 8 | 1.1% |
6 | 4 | 0.5% |
7 | 2 | 0.3% |
8 | 2 | 0.3% |
9 | 2 | 0.3% |
Value | Count | Frequency (%) |
863 | 1 | |
809 | 1 | |
755 | 1 | |
745 | 2 | |
493 | 1 | |
475 | 1 | |
419 | 1 | |
356 | 1 | |
338 | 1 | |
325 | 1 |
6개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 76 |
---|---|
Distinct (%) | 10.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.913462 |
Minimum | 0 |
---|---|
Maximum | 929 |
Zeros | 560 |
Zeros (%) | 76.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 55.65 |
Maximum | 929 |
Range | 929 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 66.319612 |
---|---|
Coefficient of variation (CV) | 5.135696 |
Kurtosis | 101.11251 |
Mean | 12.913462 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 9.3230275 |
Sum | 9401 |
Variance | 4398.291 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 560 | |
1 | 15 | 2.1% |
2 | 14 | 1.9% |
11 | 10 | 1.4% |
10 | 8 | 1.1% |
4 | 5 | 0.7% |
9 | 5 | 0.7% |
5 | 5 | 0.7% |
6 | 5 | 0.7% |
16 | 4 | 0.5% |
Other values (66) | 97 | 13.3% |
Value | Count | Frequency (%) |
0 | 560 | |
1 | 15 | 2.1% |
2 | 14 | 1.9% |
3 | 3 | 0.4% |
4 | 5 | 0.7% |
5 | 5 | 0.7% |
6 | 5 | 0.7% |
7 | 1 | 0.1% |
8 | 3 | 0.4% |
9 | 5 | 0.7% |
Value | Count | Frequency (%) |
929 | 1 | |
775 | 1 | |
711 | 1 | |
520 | 1 | |
458 | 1 | |
433 | 1 | |
380 | 1 | |
325 | 1 | |
270 | 1 | |
223 | 1 |
7개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 90 |
---|---|
Distinct (%) | 12.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.072802 |
Minimum | 0 |
---|---|
Maximum | 859 |
Zeros | 546 |
Zeros (%) | 75.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0.25 |
95-th percentile | 76.65 |
Maximum | 859 |
Range | 859 |
Interquartile range (IQR) | 0.25 |
Descriptive statistics
Standard deviation | 79.270844 |
---|---|
Coefficient of variation (CV) | 4.1562243 |
Kurtosis | 47.297792 |
Mean | 19.072802 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.4481451 |
Sum | 13885 |
Variance | 6283.8668 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 546 | |
1 | 15 | 2.1% |
2 | 8 | 1.1% |
6 | 7 | 1.0% |
14 | 6 | 0.8% |
17 | 6 | 0.8% |
10 | 6 | 0.8% |
16 | 6 | 0.8% |
5 | 5 | 0.7% |
3 | 5 | 0.7% |
Other values (80) | 118 | 16.2% |
Value | Count | Frequency (%) |
0 | 546 | |
1 | 15 | 2.1% |
2 | 8 | 1.1% |
3 | 5 | 0.7% |
4 | 3 | 0.4% |
5 | 5 | 0.7% |
6 | 7 | 1.0% |
7 | 4 | 0.5% |
8 | 4 | 0.5% |
9 | 5 | 0.7% |
Value | Count | Frequency (%) |
859 | 1 | |
719 | 1 | |
643 | 1 | |
618 | 1 | |
614 | 1 | |
499 | 1 | |
497 | 1 | |
460 | 1 | |
458 | 1 | |
450 | 1 |
8개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 76 |
---|---|
Distinct (%) | 10.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.315934 |
Minimum | 0 |
---|---|
Maximum | 731 |
Zeros | 527 |
Zeros (%) | 72.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 56 |
Maximum | 731 |
Range | 731 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 65.327314 |
---|---|
Coefficient of variation (CV) | 4.9059505 |
Kurtosis | 78.718167 |
Mean | 13.315934 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 8.4426621 |
Sum | 9694 |
Variance | 4267.658 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 527 | |
1 | 27 | 3.7% |
3 | 16 | 2.2% |
8 | 11 | 1.5% |
5 | 9 | 1.2% |
4 | 8 | 1.1% |
7 | 7 | 1.0% |
2 | 7 | 1.0% |
10 | 6 | 0.8% |
12 | 4 | 0.5% |
Other values (66) | 106 | 14.6% |
Value | Count | Frequency (%) |
0 | 527 | |
1 | 27 | 3.7% |
2 | 7 | 1.0% |
3 | 16 | 2.2% |
4 | 8 | 1.1% |
5 | 9 | 1.2% |
6 | 4 | 0.5% |
7 | 7 | 1.0% |
8 | 11 | 1.5% |
9 | 4 | 0.5% |
Value | Count | Frequency (%) |
731 | 1 | |
728 | 1 | |
708 | 1 | |
612 | 1 | |
531 | 1 | |
523 | 1 | |
389 | 1 | |
347 | 1 | |
299 | 1 | |
274 | 1 |
9개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 88 |
---|---|
Distinct (%) | 12.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.67033 |
Minimum | 0 |
---|---|
Maximum | 750 |
Zeros | 524 |
Zeros (%) | 72.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 84.6 |
Maximum | 750 |
Range | 750 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 66.220931 |
---|---|
Coefficient of variation (CV) | 3.7475775 |
Kurtosis | 51.174265 |
Mean | 17.67033 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.4716366 |
Sum | 12864 |
Variance | 4385.2117 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 524 | |
1 | 16 | 2.2% |
10 | 9 | 1.2% |
6 | 9 | 1.2% |
5 | 8 | 1.1% |
13 | 7 | 1.0% |
4 | 6 | 0.8% |
3 | 6 | 0.8% |
7 | 6 | 0.8% |
28 | 5 | 0.7% |
Other values (78) | 132 | 18.1% |
Value | Count | Frequency (%) |
0 | 524 | |
1 | 16 | 2.2% |
2 | 2 | 0.3% |
3 | 6 | 0.8% |
4 | 6 | 0.8% |
5 | 8 | 1.1% |
6 | 9 | 1.2% |
7 | 6 | 0.8% |
8 | 4 | 0.5% |
9 | 3 | 0.4% |
Value | Count | Frequency (%) |
750 | 1 | |
639 | 1 | |
629 | 1 | |
516 | 1 | |
437 | 1 | |
372 | 1 | |
366 | 1 | |
329 | 1 | |
311 | 1 | |
283 | 1 |
10개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 86 |
---|---|
Distinct (%) | 11.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.06456 |
Minimum | 0 |
---|---|
Maximum | 750 |
Zeros | 514 |
Zeros (%) | 70.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2 |
95-th percentile | 60 |
Maximum | 750 |
Range | 750 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 72.074392 |
---|---|
Coefficient of variation (CV) | 4.4865462 |
Kurtosis | 59.412528 |
Mean | 16.06456 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 7.3241263 |
Sum | 11695 |
Variance | 5194.718 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 514 | |
1 | 23 | 3.2% |
2 | 16 | 2.2% |
6 | 12 | 1.6% |
5 | 12 | 1.6% |
3 | 7 | 1.0% |
12 | 7 | 1.0% |
4 | 7 | 1.0% |
10 | 6 | 0.8% |
16 | 5 | 0.7% |
Other values (76) | 119 | 16.3% |
Value | Count | Frequency (%) |
0 | 514 | |
1 | 23 | 3.2% |
2 | 16 | 2.2% |
3 | 7 | 1.0% |
4 | 7 | 1.0% |
5 | 12 | 1.6% |
6 | 12 | 1.6% |
7 | 4 | 0.5% |
8 | 5 | 0.7% |
9 | 2 | 0.3% |
Value | Count | Frequency (%) |
750 | 1 | |
728 | 1 | |
705 | 1 | |
624 | 1 | |
601 | 1 | |
483 | 1 | |
477 | 1 | |
459 | 1 | |
392 | 1 | |
342 | 1 |
11개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 89 |
---|---|
Distinct (%) | 12.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.729396 |
Minimum | 0 |
---|---|
Maximum | 850 |
Zeros | 515 |
Zeros (%) | 70.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 4 |
95-th percentile | 93 |
Maximum | 850 |
Range | 850 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 72.559852 |
---|---|
Coefficient of variation (CV) | 3.8741161 |
Kurtosis | 51.366627 |
Mean | 18.729396 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.4945853 |
Sum | 13635 |
Variance | 5264.9322 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 515 | |
1 | 16 | 2.2% |
5 | 9 | 1.2% |
12 | 9 | 1.2% |
3 | 8 | 1.1% |
11 | 8 | 1.1% |
7 | 7 | 1.0% |
13 | 7 | 1.0% |
2 | 6 | 0.8% |
17 | 6 | 0.8% |
Other values (79) | 137 | 18.8% |
Value | Count | Frequency (%) |
0 | 515 | |
1 | 16 | 2.2% |
2 | 6 | 0.8% |
3 | 8 | 1.1% |
4 | 5 | 0.7% |
5 | 9 | 1.2% |
6 | 5 | 0.7% |
7 | 7 | 1.0% |
8 | 4 | 0.5% |
9 | 6 | 0.8% |
Value | Count | Frequency (%) |
850 | 1 | |
726 | 1 | |
608 | 1 | |
460 | 1 | |
451 | 1 | |
419 | 1 | |
412 | 1 | |
402 | 1 | |
395 | 1 | |
366 | 1 |
12개월전사용량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 82 |
---|---|
Distinct (%) | 11.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.910714 |
Minimum | 0 |
---|---|
Maximum | 1032 |
Zeros | 498 |
Zeros (%) | 68.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5 |
95-th percentile | 62.95 |
Maximum | 1032 |
Range | 1032 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 71.928296 |
---|---|
Coefficient of variation (CV) | 4.8239336 |
Kurtosis | 103.16322 |
Mean | 14.910714 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 9.4376837 |
Sum | 10855 |
Variance | 5173.6798 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 498 | |
1 | 15 | 2.1% |
8 | 14 | 1.9% |
3 | 13 | 1.8% |
5 | 12 | 1.6% |
6 | 10 | 1.4% |
4 | 9 | 1.2% |
9 | 8 | 1.1% |
2 | 8 | 1.1% |
12 | 7 | 1.0% |
Other values (72) | 134 | 18.4% |
Value | Count | Frequency (%) |
0 | 498 | |
1 | 15 | 2.1% |
2 | 8 | 1.1% |
3 | 13 | 1.8% |
4 | 9 | 1.2% |
5 | 12 | 1.6% |
6 | 10 | 1.4% |
7 | 7 | 1.0% |
8 | 14 | 1.9% |
9 | 8 | 1.1% |
Value | Count | Frequency (%) |
1032 | 1 | |
778 | 1 | |
729 | 1 | |
700 | 1 | |
584 | 1 | |
388 | 1 | |
366 | 1 | |
297 | 1 | |
291 | 1 | |
271 | 1 |
자료처리일자
Categorical
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.8 KiB |
2023-12-13 | |
---|---|
2023-04-13 | |
2023-10-13 | |
2023-08-13 | |
2023-06-13 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-10-13 |
---|---|
2nd row | 2023-10-13 |
3rd row | 2023-10-13 |
4th row | 2023-10-13 |
5th row | 2023-10-13 |
Common Values
Value | Count | Frequency (%) |
2023-12-13 | 147 | |
2023-04-13 | 142 | |
2023-10-13 | 133 | |
2023-08-13 | 126 | |
2023-06-13 | 126 | |
2023-02-13 | 54 | 7.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-12-13 | 147 | |
2023-04-13 | 142 | |
2023-10-13 | 133 | |
2023-08-13 | 126 | |
2023-06-13 | 126 | |
2023-02-13 | 54 | 7.4% |
연번 | 자료제공년월 | 자료순번 | 전월사용량 | 2개월전사용량 | 3개월전사용량 | 4개월전사용량 | 5개월전사용량 | 6개월전사용량 | 7개월전사용량 | 8개월전사용량 | 9개월전사용량 | 10개월전사용량 | 11개월전사용량 | 12개월전사용량 | 자료처리일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.896 | 0.781 | 0.073 | 0.000 | 0.111 | 0.015 | 0.000 | 0.000 | 0.110 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.896 |
자료제공년월 | 0.896 | 1.000 | 0.241 | 0.142 | 0.096 | 0.130 | 0.160 | 0.053 | 0.048 | 0.103 | 0.087 | 0.095 | 0.000 | 0.098 | 0.085 | 1.000 |
자료순번 | 0.781 | 0.241 | 1.000 | 0.193 | 0.122 | 0.177 | 0.000 | 0.119 | 0.105 | 0.000 | 0.078 | 0.000 | 0.080 | 0.000 | 0.039 | 0.241 |
전월사용량 | 0.073 | 0.142 | 0.193 | 1.000 | 0.734 | 0.907 | 0.000 | 0.776 | 0.806 | 0.781 | 0.778 | 0.721 | 0.586 | 0.727 | 0.672 | 0.142 |
2개월전사용량 | 0.000 | 0.096 | 0.122 | 0.734 | 1.000 | 0.866 | 0.000 | 0.777 | 0.868 | 0.645 | 0.794 | 0.651 | 0.640 | 0.696 | 0.870 | 0.096 |
3개월전사용량 | 0.111 | 0.130 | 0.177 | 0.907 | 0.866 | 1.000 | 0.000 | 0.934 | 0.798 | 0.764 | 0.770 | 0.774 | 0.662 | 0.764 | 0.850 | 0.130 |
4개월전사용량 | 0.015 | 0.160 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.160 |
5개월전사용량 | 0.000 | 0.053 | 0.119 | 0.776 | 0.777 | 0.934 | 0.000 | 1.000 | 0.762 | 0.791 | 0.720 | 0.766 | 0.650 | 0.724 | 0.845 | 0.053 |
6개월전사용량 | 0.000 | 0.048 | 0.105 | 0.806 | 0.868 | 0.798 | 0.000 | 0.762 | 1.000 | 0.893 | 0.968 | 0.912 | 0.921 | 0.918 | 0.912 | 0.048 |
7개월전사용량 | 0.110 | 0.103 | 0.000 | 0.781 | 0.645 | 0.764 | 0.000 | 0.791 | 0.893 | 1.000 | 0.814 | 0.934 | 0.743 | 0.915 | 0.765 | 0.103 |
8개월전사용량 | 0.000 | 0.087 | 0.078 | 0.778 | 0.794 | 0.770 | 0.000 | 0.720 | 0.968 | 0.814 | 1.000 | 0.813 | 0.943 | 0.827 | 0.884 | 0.087 |
9개월전사용량 | 0.000 | 0.095 | 0.000 | 0.721 | 0.651 | 0.774 | 0.000 | 0.766 | 0.912 | 0.934 | 0.813 | 1.000 | 0.827 | 0.966 | 0.796 | 0.095 |
10개월전사용량 | 0.000 | 0.000 | 0.080 | 0.586 | 0.640 | 0.662 | 0.000 | 0.650 | 0.921 | 0.743 | 0.943 | 0.827 | 1.000 | 0.841 | 0.866 | 0.000 |
11개월전사용량 | 0.031 | 0.098 | 0.000 | 0.727 | 0.696 | 0.764 | 0.000 | 0.724 | 0.918 | 0.915 | 0.827 | 0.966 | 0.841 | 1.000 | 0.825 | 0.098 |
12개월전사용량 | 0.000 | 0.085 | 0.039 | 0.672 | 0.870 | 0.850 | 0.000 | 0.845 | 0.912 | 0.765 | 0.884 | 0.796 | 0.866 | 0.825 | 1.000 | 0.085 |
자료처리일자 | 0.896 | 1.000 | 0.241 | 0.142 | 0.096 | 0.130 | 0.160 | 0.053 | 0.048 | 0.103 | 0.087 | 0.095 | 0.000 | 0.098 | 0.085 | 1.000 |
자료처리일자 | 자료제공년월 | |
---|---|---|
자료처리일자 | 1.000 | 1.000 |
자료제공년월 | 1.000 | 1.000 |
연번 | 자료순번 | 전월사용량 | 2개월전사용량 | 3개월전사용량 | 4개월전사용량 | 5개월전사용량 | 6개월전사용량 | 7개월전사용량 | 8개월전사용량 | 9개월전사용량 | 10개월전사용량 | 11개월전사용량 | 12개월전사용량 | 자료제공년월 | 자료처리일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | -0.073 | 0.036 | 0.020 | 0.008 | 0.045 | 0.071 | 0.031 | 0.013 | -0.008 | 0.021 | 0.014 | 0.059 | 0.014 | 0.748 | 0.748 |
자료순번 | -0.073 | 1.000 | 0.091 | -0.039 | 0.038 | -0.042 | 0.011 | -0.010 | 0.065 | -0.043 | 0.050 | -0.069 | 0.047 | -0.043 | 0.129 | 0.129 |
전월사용량 | 0.036 | 0.091 | 1.000 | -0.037 | 0.745 | -0.051 | 0.668 | -0.063 | 0.642 | -0.100 | 0.609 | -0.099 | 0.594 | -0.126 | 0.052 | 0.052 |
2개월전사용량 | 0.020 | -0.039 | -0.037 | 1.000 | -0.082 | 0.814 | -0.106 | 0.751 | -0.120 | 0.696 | -0.134 | 0.666 | -0.132 | 0.599 | 0.053 | 0.053 |
3개월전사용량 | 0.008 | 0.038 | 0.745 | -0.082 | 1.000 | -0.105 | 0.807 | -0.113 | 0.751 | -0.150 | 0.700 | -0.146 | 0.694 | -0.157 | 0.072 | 0.072 |
4개월전사용량 | 0.045 | -0.042 | -0.051 | 0.814 | -0.105 | 1.000 | -0.123 | 0.815 | -0.139 | 0.750 | -0.157 | 0.716 | -0.143 | 0.669 | 0.067 | 0.067 |
5개월전사용량 | 0.071 | 0.011 | 0.668 | -0.106 | 0.807 | -0.123 | 1.000 | -0.123 | 0.817 | -0.163 | 0.747 | -0.172 | 0.729 | -0.184 | 0.029 | 0.029 |
6개월전사용량 | 0.031 | -0.010 | -0.063 | 0.751 | -0.113 | 0.815 | -0.123 | 1.000 | -0.119 | 0.791 | -0.145 | 0.735 | -0.117 | 0.703 | 0.024 | 0.024 |
7개월전사용량 | 0.013 | 0.065 | 0.642 | -0.120 | 0.751 | -0.139 | 0.817 | -0.119 | 1.000 | -0.169 | 0.838 | -0.176 | 0.798 | -0.187 | 0.051 | 0.051 |
8개월전사용량 | -0.008 | -0.043 | -0.100 | 0.696 | -0.150 | 0.750 | -0.163 | 0.791 | -0.169 | 1.000 | -0.156 | 0.821 | -0.166 | 0.728 | 0.043 | 0.043 |
9개월전사용량 | 0.021 | 0.050 | 0.609 | -0.134 | 0.700 | -0.157 | 0.747 | -0.145 | 0.838 | -0.156 | 1.000 | -0.171 | 0.860 | -0.201 | 0.047 | 0.047 |
10개월전사용량 | 0.014 | -0.069 | -0.099 | 0.666 | -0.146 | 0.716 | -0.172 | 0.735 | -0.176 | 0.821 | -0.171 | 1.000 | -0.188 | 0.848 | 0.000 | 0.000 |
11개월전사용량 | 0.059 | 0.047 | 0.594 | -0.132 | 0.694 | -0.143 | 0.729 | -0.117 | 0.798 | -0.166 | 0.860 | -0.188 | 1.000 | -0.184 | 0.048 | 0.048 |
12개월전사용량 | 0.014 | -0.043 | -0.126 | 0.599 | -0.157 | 0.669 | -0.184 | 0.703 | -0.187 | 0.728 | -0.201 | 0.848 | -0.184 | 1.000 | 0.047 | 0.047 |
자료제공년월 | 0.748 | 0.129 | 0.052 | 0.053 | 0.072 | 0.067 | 0.029 | 0.024 | 0.051 | 0.043 | 0.047 | 0.000 | 0.048 | 0.047 | 1.000 | 1.000 |
자료처리일자 | 0.748 | 0.129 | 0.052 | 0.053 | 0.072 | 0.067 | 0.029 | 0.024 | 0.051 | 0.043 | 0.047 | 0.000 | 0.048 | 0.047 | 1.000 | 1.000 |
연번 | 자료제공년월 | 자료회차 | 자료순번 | 자료접수기관코드 | 정수시작일 | 정수종료일 | 전월사용량 | 2개월전사용량 | 3개월전사용량 | 4개월전사용량 | 5개월전사용량 | 6개월전사용량 | 7개월전사용량 | 8개월전사용량 | 9개월전사용량 | 10개월전사용량 | 11개월전사용량 | 12개월전사용량 | 자료처리일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2023-09 | 1 | 54 | 6260095 | 2023-08-25 | <NA> | 0 | 7 | 0 | 4 | 0 | 13 | 0 | 45 | 0 | 6 | 0 | 9 | 2023-10-13 |
1 | 2 | 2023-09 | 1 | 55 | 6260095 | 2023-08-25 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-10-13 |
2 | 3 | 2023-09 | 1 | 56 | 6260095 | 2023-08-25 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 2023-10-13 |
3 | 4 | 2023-09 | 1 | 57 | 6260095 | 2023-08-25 | 2023-09-14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-10-13 |
4 | 5 | 2023-09 | 1 | 58 | 6260095 | 2023-08-25 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-10-13 |
5 | 6 | 2023-09 | 1 | 59 | 6260095 | 2023-08-25 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2023-10-13 |
6 | 7 | 2023-09 | 1 | 60 | 6260095 | 2023-08-25 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 0 | 2023-10-13 |
7 | 8 | 2023-09 | 1 | 61 | 6260095 | 2023-08-25 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 499 | 0 | 30 | 0 | 26 | 0 | 2023-10-13 |
8 | 9 | 2023-09 | 1 | 62 | 6260095 | 2023-08-28 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 58 | 0 | 0 | 0 | 0 | 0 | 2023-10-13 |
9 | 10 | 2023-09 | 1 | 63 | 6260095 | 2023-08-28 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 2023-10-13 |
연번 | 자료제공년월 | 자료회차 | 자료순번 | 자료접수기관코드 | 정수시작일 | 정수종료일 | 전월사용량 | 2개월전사용량 | 3개월전사용량 | 4개월전사용량 | 5개월전사용량 | 6개월전사용량 | 7개월전사용량 | 8개월전사용량 | 9개월전사용량 | 10개월전사용량 | 11개월전사용량 | 12개월전사용량 | 자료처리일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
718 | 719 | 2023-07 | 1 | 102 | 6260095 | 2023-07-13 | <NA> | 4 | 0 | 17 | 0 | 21 | 0 | 27 | 0 | 23 | 0 | 28 | 0 | 2023-08-13 |
719 | 720 | 2023-07 | 1 | 103 | 6260095 | 2023-07-17 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-08-13 |
720 | 721 | 2023-07 | 1 | 104 | 6260095 | 2023-07-17 | <NA> | 10 | 0 | 61 | 0 | 70 | 0 | 75 | 0 | 33 | 0 | 34 | 0 | 2023-08-13 |
721 | 722 | 2023-07 | 1 | 105 | 6260095 | 2023-07-17 | 2023-07-17 | 34 | 0 | 39 | 0 | 35 | 0 | 38 | 0 | 44 | 0 | 43 | 0 | 2023-08-13 |
722 | 723 | 2023-07 | 1 | 106 | 6260095 | 2023-07-18 | <NA> | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 68 | 2023-08-13 |
723 | 724 | 2023-07 | 1 | 107 | 6260095 | 2023-07-18 | 2023-07-21 | 0 | 10 | 0 | 7 | 0 | 6 | 0 | 8 | 0 | 7 | 0 | 8 | 2023-08-13 |
724 | 725 | 2023-07 | 1 | 108 | 6260095 | 2023-07-19 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2023-08-13 |
725 | 726 | 2023-07 | 1 | 109 | 6260095 | 2023-07-19 | 2023-07-20 | 86 | 0 | 79 | 0 | 64 | 0 | 58 | 0 | 57 | 0 | 46 | 0 | 2023-08-13 |
726 | 727 | 2023-07 | 1 | 110 | 6260095 | 2023-07-19 | <NA> | 0 | 0 | 2 | 0 | 1 | 0 | 12 | 0 | 13 | 0 | 17 | 0 | 2023-08-13 |
727 | 728 | 2023-07 | 1 | 111 | 6260095 | 2023-07-19 | <NA> | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-08-13 |