Dataset statistics
Number of variables | 19 |
---|---|
Number of observations | 10000 |
Missing cells | 20000 |
Missing cells (%) | 10.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 MiB |
Average record size in memory | 171.0 B |
Variable types
Numeric | 8 |
---|---|
Categorical | 9 |
Unsupported | 2 |
Dataset
Description | 부산광역시상수도사업본부_수용가정보시스템_수납정보_당월및체납수납처리정보_20230501 |
---|---|
Author | 부산광역시 상수도사업본부 |
URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15083422 |
구분 has constant value "" | Constant |
기타금액 has constant value "" | Constant |
납기내후수납구분 is highly overall correlated with 수납일자 and 1 other fields | High correlation |
납기내일자 is highly overall correlated with 상수도수납금액 and 3 other fields | High correlation |
구명 is highly overall correlated with 구코드 and 2 other fields | High correlation |
사업소명 is highly overall correlated with 구코드 and 2 other fields | High correlation |
수납금액합계 is highly overall correlated with 상수도수납금액 and 2 other fields | High correlation |
상수도수납금액 is highly overall correlated with 수납금액합계 and 3 other fields | High correlation |
하수도수납금액 is highly overall correlated with 수납금액합계 and 2 other fields | High correlation |
물이용수납금액 is highly overall correlated with 수납금액합계 and 2 other fields | High correlation |
일련번호 is highly overall correlated with 납기내일자 | High correlation |
구코드 is highly overall correlated with 구명 and 1 other fields | High correlation |
사업소코드 is highly overall correlated with 납기내일자 and 2 other fields | High correlation |
수납일자 is highly overall correlated with 납기내후수납구분 | High correlation |
수납방법 is highly overall correlated with 은행명 | High correlation |
은행명 is highly overall correlated with 수납방법 | High correlation |
납기내일자 is highly imbalanced (86.6%) | Imbalance |
체납시작년월 has 10000 (100.0%) missing values | Missing |
체납종료년월 has 10000 (100.0%) missing values | Missing |
수납금액합계 is highly skewed (γ1 = 56.98385013) | Skewed |
상수도수납금액 is highly skewed (γ1 = 64.22335506) | Skewed |
하수도수납금액 is highly skewed (γ1 = 74.07731325) | Skewed |
물이용수납금액 is highly skewed (γ1 = 67.04236121) | Skewed |
연번 has unique values | Unique |
체납시작년월 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
체납종료년월 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
하수도수납금액 has 1425 (14.2%) zeros | Zeros |
물이용수납금액 has 1010 (10.1%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 16:38:14.745292 |
---|---|
Analysis finished | 2023-12-10 16:38:31.549486 |
Duration | 16.8 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37610.798 |
Minimum | 7 |
---|---|
Maximum | 74983 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 7 |
---|---|
5-th percentile | 3709.45 |
Q1 | 19098.5 |
median | 37966 |
Q3 | 55967.75 |
95-th percentile | 71254.5 |
Maximum | 74983 |
Range | 74976 |
Interquartile range (IQR) | 36869.25 |
Descriptive statistics
Standard deviation | 21616.622 |
---|---|
Coefficient of variation (CV) | 0.5747451 |
Kurtosis | -1.1833938 |
Mean | 37610.798 |
Median Absolute Deviation (MAD) | 18437 |
Skewness | -0.009591242 |
Sum | 3.7610798 × 108 |
Variance | 4.6727833 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
56446 | 1 | < 0.1% |
59504 | 1 | < 0.1% |
55529 | 1 | < 0.1% |
21988 | 1 | < 0.1% |
47672 | 1 | < 0.1% |
35481 | 1 | < 0.1% |
45481 | 1 | < 0.1% |
73642 | 1 | < 0.1% |
551 | 1 | < 0.1% |
62295 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
7 | 1 | |
10 | 1 | |
12 | 1 | |
17 | 1 | |
26 | 1 | |
44 | 1 | |
50 | 1 | |
52 | 1 | |
53 | 1 | |
60 | 1 |
Value | Count | Frequency (%) |
74983 | 1 | |
74979 | 1 | |
74977 | 1 | |
74952 | 1 | |
74946 | 1 | |
74945 | 1 | |
74942 | 1 | |
74934 | 1 | |
74932 | 1 | |
74930 | 1 |
구분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
당월정상수납 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 당월정상수납 |
---|---|
2nd row | 당월정상수납 |
3rd row | 당월정상수납 |
4th row | 당월정상수납 |
5th row | 당월정상수납 |
Common Values
Value | Count | Frequency (%) |
당월정상수납 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
당월정상수납 | 10000 |
수납일자
Categorical
HIGH CORRELATION
 
Distinct | 30 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2023-02-28 | |
---|---|
2023-02-27 | |
2023-02-24 | |
2023-02-23 | |
2023-02-22 | |
Other values (25) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-02-28 |
---|---|
2nd row | 2023-02-27 |
3rd row | 2023-02-28 |
4th row | 2023-02-05 |
5th row | 2023-02-28 |
Common Values
Value | Count | Frequency (%) |
2023-02-28 | 2994 | |
2023-02-27 | 1407 | |
2023-02-24 | 1053 | 10.5% |
2023-02-23 | 844 | 8.4% |
2023-02-22 | 830 | 8.3% |
2023-02-21 | 681 | 6.8% |
2023-02-20 | 462 | 4.6% |
2023-02-26 | 229 | 2.3% |
2023-02-01 | 216 | 2.2% |
2023-02-25 | 173 | 1.7% |
Other values (20) | 1111 | 11.1% |
Length
Value | Count | Frequency (%) |
2023-02-28 | 2994 | |
2023-02-27 | 1407 | |
2023-02-24 | 1053 | 10.5% |
2023-02-23 | 844 | 8.4% |
2023-02-22 | 830 | 8.3% |
2023-02-21 | 681 | 6.8% |
2023-02-20 | 462 | 4.6% |
2023-02-26 | 229 | 2.3% |
2023-02-01 | 216 | 2.2% |
2023-02-25 | 173 | 1.7% |
Other values (20) | 1111 | 11.1% |
수납방법
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
가상계좌 | |
---|---|
창구수납(간단E) | |
CD/ATM(간단E) | |
카드(자동납부) | |
통장(자동납부) | 432 |
Other values (9) |
Length
Max length | 11 |
---|---|
Median length | 10 |
Mean length | 6.7229 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가상계좌 |
---|---|
2nd row | CD/ATM(간단E) |
3rd row | 통장(자동납부) |
4th row | 카드(간단E) |
5th row | 통장(자동납부) |
Common Values
Value | Count | Frequency (%) |
가상계좌 | 4624 | |
창구수납(간단E) | 1500 | 15.0% |
CD/ATM(간단E) | 1330 | 13.3% |
카드(자동납부) | 876 | 8.8% |
통장(자동납부) | 432 | 4.3% |
인터넷뱅킹(간단E) | 402 | 4.0% |
카드(간단E) | 300 | 3.0% |
카드(ARS) | 254 | 2.5% |
카드(사이버) | 108 | 1.1% |
자동화기기(간단E) | 54 | 0.5% |
Other values (4) | 120 | 1.2% |
Length
Value | Count | Frequency (%) |
가상계좌 | 4624 | |
창구수납(간단e | 1500 | 15.0% |
cd/atm(간단e | 1330 | 13.3% |
카드(자동납부 | 876 | 8.8% |
통장(자동납부 | 432 | 4.3% |
인터넷뱅킹(간단e | 402 | 4.0% |
카드(간단e | 300 | 3.0% |
카드(ars | 254 | 2.5% |
카드(사이버 | 108 | 1.1% |
자동화기기(간단e | 54 | 0.5% |
Other values (4) | 120 | 1.2% |
수납금액합계
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 4600 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 277756.24 |
Minimum | 70 |
---|---|
Maximum | 3.7323104 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 70 |
---|---|
5-th percentile | 2400 |
Q1 | 17600 |
median | 45105 |
Q3 | 108920 |
95-th percentile | 558962.5 |
Maximum | 3.7323104 × 108 |
Range | 3.7323097 × 108 |
Interquartile range (IQR) | 91320 |
Descriptive statistics
Standard deviation | 5376612.7 |
---|---|
Coefficient of variation (CV) | 19.357306 |
Kurtosis | 3459.9726 |
Mean | 277756.24 |
Median Absolute Deviation (MAD) | 34590 |
Skewness | 56.98385 |
Sum | 2.7775624 × 109 |
Variance | 2.8907964 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2400 | 588 | 5.9% |
2380 | 68 | 0.7% |
15600 | 67 | 0.7% |
24850 | 66 | 0.7% |
14270 | 64 | 0.6% |
22200 | 63 | 0.6% |
28810 | 62 | 0.6% |
19560 | 61 | 0.6% |
3700 | 59 | 0.6% |
10320 | 56 | 0.6% |
Other values (4590) | 8846 |
Value | Count | Frequency (%) |
70 | 1 | < 0.1% |
110 | 1 | < 0.1% |
190 | 1 | < 0.1% |
250 | 1 | < 0.1% |
270 | 3 | |
340 | 3 | |
380 | 1 | < 0.1% |
420 | 1 | < 0.1% |
460 | 1 | < 0.1% |
580 | 1 | < 0.1% |
Value | Count | Frequency (%) |
373231040 | 1 | |
267740000 | 1 | |
258416500 | 1 | |
56033830 | 1 | |
39211460 | 1 | |
28729640 | 1 | |
23725650 | 1 | |
21914000 | 1 | |
20988810 | 1 | |
19222000 | 1 |
상수도수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 3265 |
---|---|
Distinct (%) | 32.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 178633.4 |
Minimum | 0 |
---|---|
Maximum | 3.7312184 × 108 |
Zeros | 49 |
Zeros (%) | 0.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2400 |
Q1 | 10730 |
median | 25440 |
Q3 | 58937.5 |
95-th percentile | 266103 |
Maximum | 3.7312184 × 108 |
Range | 3.7312184 × 108 |
Interquartile range (IQR) | 48207.5 |
Descriptive statistics
Standard deviation | 4877964.1 |
---|---|
Coefficient of variation (CV) | 27.307123 |
Kurtosis | 4412.2569 |
Mean | 178633.4 |
Median Absolute Deviation (MAD) | 18490 |
Skewness | 64.223355 |
Sum | 1.786334 × 109 |
Variance | 2.3794533 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2400 | 597 | 6.0% |
9600 | 110 | 1.1% |
16800 | 106 | 1.1% |
13200 | 93 | 0.9% |
6000 | 89 | 0.9% |
8880 | 83 | 0.8% |
14640 | 80 | 0.8% |
11760 | 78 | 0.8% |
10320 | 75 | 0.8% |
12480 | 70 | 0.7% |
Other values (3255) | 8619 |
Value | Count | Frequency (%) |
0 | 49 | |
70 | 1 | < 0.1% |
110 | 1 | < 0.1% |
190 | 1 | < 0.1% |
250 | 1 | < 0.1% |
270 | 3 | < 0.1% |
340 | 3 | < 0.1% |
380 | 1 | < 0.1% |
410 | 1 | < 0.1% |
460 | 1 | < 0.1% |
Value | Count | Frequency (%) |
373121840 | 1 | |
267665000 | 1 | |
150714360 | 1 | |
35211840 | 1 | |
32337400 | 1 | |
21914000 | 1 | |
14607460 | 1 | |
12923680 | 1 | |
12330990 | 1 | |
11721260 | 1 |
하수도수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 2359 |
---|---|
Distinct (%) | 23.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 83639.225 |
Minimum | 0 |
---|---|
Maximum | 90519600 |
Zeros | 1425 |
Zeros (%) | 14.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4110 |
median | 14220 |
Q3 | 37440 |
95-th percentile | 224631.5 |
Maximum | 90519600 |
Range | 90519600 |
Interquartile range (IQR) | 33330 |
Descriptive statistics
Standard deviation | 1008859.5 |
---|---|
Coefficient of variation (CV) | 12.062038 |
Kurtosis | 6487.866 |
Mean | 83639.225 |
Median Absolute Deviation (MAD) | 12845 |
Skewness | 74.077313 |
Sum | 8.3639225 × 108 |
Variance | 1.0177975 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1425 | 14.2% |
7640 | 104 | 1.0% |
4040 | 101 | 1.0% |
7200 | 100 | 1.0% |
4500 | 99 | 1.0% |
9000 | 98 | 1.0% |
5840 | 98 | 1.0% |
3600 | 98 | 1.0% |
8540 | 93 | 0.9% |
6300 | 92 | 0.9% |
Other values (2349) | 7692 |
Value | Count | Frequency (%) |
0 | 1425 | |
10 | 3 | < 0.1% |
20 | 2 | < 0.1% |
40 | 2 | < 0.1% |
60 | 1 | < 0.1% |
80 | 1 | < 0.1% |
250 | 1 | < 0.1% |
300 | 1 | < 0.1% |
310 | 1 | < 0.1% |
440 | 82 | 0.8% |
Value | Count | Frequency (%) |
90519600 | 1 | |
19594800 | 1 | |
16860600 | 1 | |
13035600 | 1 | |
11990550 | 1 | |
9044260 | 1 | |
8742000 | 1 | |
7626880 | 1 | |
7454160 | 1 | |
6593280 | 1 |
물이용수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 1743 |
---|---|
Distinct (%) | 17.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15483.621 |
Minimum | 0 |
---|---|
Maximum | 17182540 |
Zeros | 1010 |
Zeros (%) | 10.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1500 |
median | 4255 |
Q3 | 9675 |
95-th percentile | 34496 |
Maximum | 17182540 |
Range | 17182540 |
Interquartile range (IQR) | 8175 |
Descriptive statistics
Standard deviation | 201684.36 |
---|---|
Coefficient of variation (CV) | 13.025658 |
Kurtosis | 5381.7377 |
Mean | 15483.621 |
Median Absolute Deviation (MAD) | 3455 |
Skewness | 67.042361 |
Sum | 1.5483621 × 108 |
Variance | 4.067658 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1010 | 10.1% |
140 | 164 | 1.6% |
300 | 146 | 1.5% |
1500 | 145 | 1.5% |
600 | 133 | 1.3% |
1960 | 127 | 1.3% |
900 | 125 | 1.2% |
1050 | 121 | 1.2% |
740 | 119 | 1.2% |
1200 | 116 | 1.2% |
Other values (1733) | 7794 |
Value | Count | Frequency (%) |
0 | 1010 | |
10 | 3 | < 0.1% |
20 | 4 | < 0.1% |
40 | 1 | < 0.1% |
80 | 1 | < 0.1% |
100 | 1 | < 0.1% |
140 | 164 | 1.6% |
150 | 41 | 0.4% |
160 | 13 | 0.1% |
180 | 6 | 0.1% |
Value | Count | Frequency (%) |
17182540 | 1 | |
6229990 | 1 | |
4101630 | 1 | |
3999620 | 1 | |
3258900 | 1 | |
1906720 | 1 | |
1664030 | 1 | |
1471850 | 1 | |
1429530 | 1 | |
1403390 | 1 |
기타금액
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
납기내일자
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 23 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2023-02-28 | |
---|---|
2023-01-31 | |
2023-03-31 | 83 |
2023-03-13 | 3 |
2023-03-15 | 3 |
Other values (18) | 26 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 11 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 2023-02-28 |
---|---|
2nd row | 2023-02-28 |
3rd row | 2023-02-28 |
4th row | 2023-01-31 |
5th row | 2023-02-28 |
Common Values
Value | Count | Frequency (%) |
2023-02-28 | 8807 | |
2023-01-31 | 1078 | 10.8% |
2023-03-31 | 83 | 0.8% |
2023-03-13 | 3 | < 0.1% |
2023-03-15 | 3 | < 0.1% |
2023-02-24 | 3 | < 0.1% |
2023-03-01 | 2 | < 0.1% |
2023-03-09 | 2 | < 0.1% |
2023-03-20 | 2 | < 0.1% |
2023-02-17 | 2 | < 0.1% |
Other values (13) | 15 | 0.1% |
Length
Value | Count | Frequency (%) |
2023-02-28 | 8807 | |
2023-01-31 | 1078 | 10.8% |
2023-03-31 | 83 | 0.8% |
2023-03-13 | 3 | < 0.1% |
2023-03-15 | 3 | < 0.1% |
2023-02-24 | 3 | < 0.1% |
2023-02-17 | 2 | < 0.1% |
2023-03-22 | 2 | < 0.1% |
2023-03-05 | 2 | < 0.1% |
2023-03-20 | 2 | < 0.1% |
Other values (13) | 15 | 0.1% |
체납시작년월
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 10000 |
---|---|
Missing (%) | 100.0% |
Memory size | 166.0 KiB |
체납종료년월
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 10000 |
---|---|
Missing (%) | 100.0% |
Memory size | 166.0 KiB |
납기내후수납구분
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
납기내 | |
---|---|
납기후 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 납기내 |
---|---|
2nd row | 납기내 |
3rd row | 납기내 |
4th row | 납기후 |
5th row | 납기내 |
Common Values
Value | Count | Frequency (%) |
납기내 | 8815 | |
납기후 | 1185 | 11.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
납기내 | 8815 | |
납기후 | 1185 | 11.8% |
은행명
Categorical
HIGH CORRELATION
 
Distinct | 35 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
부산은행 | |
---|---|
농협은행 | |
국민은행 | |
새마을금고중앙회 | |
우체국 | |
Other values (30) |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.5204 |
Min length | 2 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 부산은행 |
---|---|
2nd row | 부산은행 |
3rd row | 새마을금고중앙회 |
4th row | 하나SK카드 |
5th row | 수협중앙회 |
Common Values
Value | Count | Frequency (%) |
부산은행 | 3016 | |
농협은행 | 1278 | |
국민은행 | 1098 | 11.0% |
새마을금고중앙회 | 912 | 9.1% |
우체국 | 456 | 4.6% |
지역농축협 | 365 | 3.6% |
우리은행 | 354 | 3.5% |
신한은행 | 314 | 3.1% |
BC카드 | 277 | 2.8% |
KB국민카드 | 248 | 2.5% |
Other values (25) | 1682 |
Length
Value | Count | Frequency (%) |
부산은행 | 3016 | |
농협은행 | 1278 | |
국민은행 | 1098 | 11.0% |
새마을금고중앙회 | 912 | 9.1% |
우체국 | 456 | 4.6% |
지역농축협 | 365 | 3.6% |
우리은행 | 354 | 3.5% |
신한은행 | 314 | 3.1% |
bc카드 | 277 | 2.8% |
kb국민카드 | 248 | 2.5% |
Other values (25) | 1682 |
일련번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8890 |
---|---|
Distinct (%) | 88.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 46469091 |
Minimum | 1 |
---|---|
Maximum | 3.0295393 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 261 |
Q1 | 2569.75 |
median | 682695 |
Q3 | 5264200 |
95-th percentile | 9033455 |
Maximum | 3.0295393 × 109 |
Range | 3.0295393 × 109 |
Interquartile range (IQR) | 5261630.2 |
Descriptive statistics
Standard deviation | 2.8619223 × 108 |
---|---|
Coefficient of variation (CV) | 6.1587654 |
Kurtosis | 66.097849 |
Mean | 46469091 |
Median Absolute Deviation (MAD) | 682241.5 |
Skewness | 7.7611327 |
Sum | 4.6469091 × 1011 |
Variance | 8.1905993 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23 | 6 | 0.1% |
37 | 5 | 0.1% |
169 | 5 | 0.1% |
1495 | 5 | 0.1% |
11 | 5 | 0.1% |
94 | 5 | 0.1% |
271 | 5 | 0.1% |
47 | 5 | 0.1% |
30 | 5 | 0.1% |
65 | 5 | 0.1% |
Other values (8880) | 9949 |
Value | Count | Frequency (%) |
1 | 3 | |
2 | 4 | |
3 | 3 | |
4 | 4 | |
5 | 3 | |
6 | 4 | |
7 | 4 | |
8 | 1 | < 0.1% |
9 | 3 | |
10 | 2 |
Value | Count | Frequency (%) |
3029539300 | 1 | |
3029539200 | 1 | |
3029537500 | 1 | |
3029534500 | 1 | |
3029533000 | 1 | |
3029532600 | 1 | |
3029532100 | 1 | |
3029530600 | 1 | |
3029529100 | 1 | |
3029526200 | 1 |
구코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 351.3119 |
Minimum | 0 |
---|---|
Maximum | 710 |
Zeros | 3 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 140 |
Q1 | 230 |
median | 350 |
Q3 | 440 |
95-th percentile | 710 |
Maximum | 710 |
Range | 710 |
Interquartile range (IQR) | 210 |
Descriptive statistics
Standard deviation | 146.41539 |
---|---|
Coefficient of variation (CV) | 0.41676752 |
Kurtosis | -0.14406386 |
Mean | 351.3119 |
Median Absolute Deviation (MAD) | 120 |
Skewness | 0.40927362 |
Sum | 3513119 |
Variance | 21437.466 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
230 | 871 | 8.7% |
410 | 847 | 8.5% |
350 | 816 | 8.2% |
380 | 798 | 8.0% |
260 | 683 | 6.8% |
440 | 681 | 6.8% |
530 | 670 | 6.7% |
290 | 622 | 6.2% |
500 | 605 | 6.0% |
470 | 597 | 6.0% |
Other values (10) | 2810 |
Value | Count | Frequency (%) |
0 | 3 | < 0.1% |
110 | 422 | |
140 | 577 | |
170 | 442 | |
200 | 463 | |
201 | 1 | < 0.1% |
203 | 1 | < 0.1% |
205 | 1 | < 0.1% |
230 | 871 | |
260 | 683 |
Value | Count | Frequency (%) |
710 | 506 | |
530 | 670 | |
500 | 605 | |
470 | 597 | |
440 | 681 | |
410 | 847 | |
380 | 798 | |
350 | 816 | |
320 | 394 | |
290 | 622 |
구명
Categorical
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
부산진구 | |
---|---|
금정구 | |
해운대구 | |
사하구 | |
동래구 | |
Other values (15) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.923 |
Min length | 2 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 해운대구 |
---|---|
2nd row | 금정구 |
3rd row | 서구 |
4th row | 강서구 |
5th row | 중구 |
Common Values
Value | Count | Frequency (%) |
부산진구 | 871 | 8.7% |
금정구 | 847 | 8.5% |
해운대구 | 816 | 8.2% |
사하구 | 798 | 8.0% |
동래구 | 683 | 6.8% |
강서구 | 681 | 6.8% |
사상구 | 670 | 6.7% |
남구 | 622 | 6.2% |
수영구 | 605 | 6.0% |
연제구 | 597 | 6.0% |
Other values (10) | 2810 |
Length
Value | Count | Frequency (%) |
부산진구 | 871 | 8.7% |
금정구 | 847 | 8.5% |
해운대구 | 816 | 8.2% |
사하구 | 798 | 8.0% |
동래구 | 683 | 6.8% |
강서구 | 681 | 6.8% |
사상구 | 670 | 6.7% |
남구 | 622 | 6.2% |
수영구 | 605 | 6.0% |
연제구 | 597 | 6.0% |
Other values (10) | 2810 |
사업소코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 292.8974 |
Minimum | 101 |
---|---|
Maximum | 312 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 101 |
---|---|
5-th percentile | 244 |
Q1 | 301 |
median | 306 |
Q3 | 308 |
95-th percentile | 312 |
Maximum | 312 |
Range | 211 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 25.890579 |
---|---|
Coefficient of variation (CV) | 0.088394706 |
Kurtosis | 0.73268471 |
Mean | 292.8974 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -1.4411312 |
Sum | 2928974 |
Variance | 670.32211 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
244 | 2127 | |
306 | 1227 | |
307 | 1064 | |
304 | 871 | |
301 | 864 | |
308 | 816 | 8.2% |
309 | 798 | 8.0% |
311 | 681 | 6.8% |
302 | 577 | 5.8% |
312 | 506 | 5.1% |
Other values (5) | 469 | 4.7% |
Value | Count | Frequency (%) |
101 | 3 | < 0.1% |
201 | 1 | < 0.1% |
203 | 1 | < 0.1% |
205 | 1 | < 0.1% |
244 | 2127 | |
301 | 864 | |
302 | 577 | 5.8% |
303 | 463 | 4.6% |
304 | 871 | |
306 | 1227 |
Value | Count | Frequency (%) |
312 | 506 | |
311 | 681 | |
309 | 798 | |
308 | 816 | |
307 | 1064 | |
306 | 1227 | |
304 | 871 | |
303 | 463 | 4.6% |
302 | 577 | |
301 | 864 |
사업소명
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
동래통합사업소 | |
---|---|
남부 사업소 | |
북부 사업소 | |
부산진 사업소 | |
중동부 사업소 | |
Other values (10) |
Length
Max length | 9 |
---|---|
Median length | 9 |
Mean length | 8.3177 |
Min length | 5 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 해운대 사업소 |
---|---|
2nd row | 동래통합사업소 |
3rd row | 서부 사업소 |
4th row | 강서 사업소 |
5th row | 중동부 사업소 |
Common Values
Value | Count | Frequency (%) |
동래통합사업소 | 2127 | |
남부 사업소 | 1227 | |
북부 사업소 | 1064 | |
부산진 사업소 | 871 | |
중동부 사업소 | 864 | |
해운대 사업소 | 816 | 8.2% |
사하 사업소 | 798 | 8.0% |
강서 사업소 | 681 | 6.8% |
서부 사업소 | 577 | 5.8% |
기장 사업소 | 506 | 5.1% |
Other values (5) | 469 | 4.7% |
Length
Value | Count | Frequency (%) |
사업소 | 7867 | |
동래통합사업소 | 2127 | 11.9% |
남부 | 1227 | 6.9% |
북부 | 1064 | 6.0% |
부산진 | 871 | 4.9% |
중동부 | 864 | 4.8% |
해운대 | 816 | 4.6% |
사하 | 798 | 4.5% |
강서 | 681 | 3.8% |
서부 | 577 | 3.2% |
Other values (6) | 975 | 5.5% |
연번 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 납기내일자 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.645 | 0.378 | 0.000 | 0.000 | 0.000 | 0.000 | 0.236 | 0.397 | 0.145 | 0.090 | 0.164 | 0.195 | 0.067 | 0.168 |
수납일자 | 0.645 | 1.000 | 0.602 | 0.000 | 0.000 | 0.000 | 0.000 | 0.598 | 0.920 | 0.352 | 0.381 | 0.177 | 0.218 | 0.110 | 0.235 |
수납방법 | 0.378 | 0.602 | 1.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.161 | 0.283 | 0.917 | 0.179 | 0.397 | 0.411 | 0.094 | 0.349 |
수납금액합계 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.759 | 0.957 | 0.757 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.035 |
상수도수납금액 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.895 | 0.647 | 0.804 | 0.000 | 0.000 | 0.000 | 0.015 | 0.011 | 0.000 | 0.028 |
하수도수납금액 | 0.000 | 0.000 | 0.000 | 0.759 | 0.895 | 1.000 | 0.841 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
물이용수납금액 | 0.000 | 0.000 | 0.036 | 0.957 | 0.647 | 0.841 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
납기내일자 | 0.236 | 0.598 | 0.161 | 0.757 | 0.804 | 0.000 | 0.000 | 1.000 | 0.967 | 0.064 | 0.798 | 0.477 | 0.696 | 0.749 | 0.757 |
납기내후수납구분 | 0.397 | 0.920 | 0.283 | 0.000 | 0.000 | 0.000 | 0.000 | 0.967 | 1.000 | 0.096 | 0.218 | 0.065 | 0.086 | 0.057 | 0.071 |
은행명 | 0.145 | 0.352 | 0.917 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.096 | 1.000 | 0.113 | 0.242 | 0.290 | 0.000 | 0.257 |
일련번호 | 0.090 | 0.381 | 0.179 | 0.000 | 0.000 | 0.000 | 0.000 | 0.798 | 0.218 | 0.113 | 1.000 | 0.052 | 0.284 | 0.366 | 0.267 |
구코드 | 0.164 | 0.177 | 0.397 | 0.023 | 0.015 | 0.000 | 0.000 | 0.477 | 0.065 | 0.242 | 0.052 | 1.000 | 1.000 | 0.804 | 0.969 |
구명 | 0.195 | 0.218 | 0.411 | 0.000 | 0.011 | 0.000 | 0.000 | 0.696 | 0.086 | 0.290 | 0.284 | 1.000 | 1.000 | 1.000 | 1.000 |
사업소코드 | 0.067 | 0.110 | 0.094 | 0.000 | 0.000 | 0.000 | 0.000 | 0.749 | 0.057 | 0.000 | 0.366 | 0.804 | 1.000 | 1.000 | 1.000 |
사업소명 | 0.168 | 0.235 | 0.349 | 0.035 | 0.028 | 0.000 | 0.000 | 0.757 | 0.071 | 0.257 | 0.267 | 0.969 | 1.000 | 1.000 | 1.000 |
납기내후수납구분 | 은행명 | 수납방법 | 납기내일자 | 수납일자 | 구명 | 사업소명 | |
---|---|---|---|---|---|---|---|
납기내후수납구분 | 1.000 | 0.081 | 0.221 | 0.947 | 0.795 | 0.076 | 0.064 |
은행명 | 0.081 | 1.000 | 0.561 | 0.016 | 0.083 | 0.080 | 0.076 |
수납방법 | 0.221 | 0.561 | 1.000 | 0.052 | 0.227 | 0.149 | 0.128 |
납기내일자 | 0.947 | 0.016 | 0.052 | 1.000 | 0.187 | 0.273 | 0.345 |
수납일자 | 0.795 | 0.083 | 0.227 | 0.187 | 1.000 | 0.060 | 0.063 |
구명 | 0.076 | 0.080 | 0.149 | 0.273 | 0.060 | 1.000 | 1.000 |
사업소명 | 0.064 | 0.076 | 0.128 | 0.345 | 0.063 | 1.000 | 1.000 |
연번 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 일련번호 | 구코드 | 사업소코드 | 수납일자 | 수납방법 | 납기내일자 | 납기내후수납구분 | 은행명 | 구명 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.010 | 0.010 | 0.013 | 0.011 | 0.020 | -0.061 | -0.008 | 0.261 | 0.162 | 0.089 | 0.305 | 0.050 | 0.074 | 0.063 |
수납금액합계 | 0.010 | 1.000 | 0.981 | 0.919 | 0.947 | -0.000 | 0.052 | 0.035 | 0.000 | 0.000 | 0.498 | 0.000 | 0.000 | 0.000 | 0.015 |
상수도수납금액 | 0.010 | 0.981 | 1.000 | 0.873 | 0.964 | 0.004 | 0.064 | 0.055 | 0.000 | 0.000 | 0.576 | 0.000 | 0.000 | 0.006 | 0.016 |
하수도수납금액 | 0.013 | 0.919 | 0.873 | 1.000 | 0.884 | -0.033 | -0.017 | -0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
물이용수납금액 | 0.011 | 0.947 | 0.964 | 0.884 | 1.000 | -0.023 | 0.052 | 0.039 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
일련번호 | 0.020 | -0.000 | 0.004 | -0.033 | -0.023 | 1.000 | 0.329 | 0.155 | 0.206 | 0.102 | 0.567 | 0.145 | 0.058 | 0.158 | 0.154 |
구코드 | -0.061 | 0.052 | 0.064 | -0.017 | 0.052 | 0.329 | 1.000 | 0.411 | 0.066 | 0.179 | 0.205 | 0.065 | 0.090 | 0.999 | 0.856 |
사업소코드 | -0.008 | 0.035 | 0.055 | -0.045 | 0.039 | 0.155 | 0.411 | 1.000 | 0.057 | 0.053 | 0.508 | 0.037 | 0.000 | 0.999 | 0.999 |
수납일자 | 0.261 | 0.000 | 0.000 | 0.000 | 0.000 | 0.206 | 0.066 | 0.057 | 1.000 | 0.227 | 0.187 | 0.795 | 0.083 | 0.060 | 0.063 |
수납방법 | 0.162 | 0.000 | 0.000 | 0.000 | 0.019 | 0.102 | 0.179 | 0.053 | 0.227 | 1.000 | 0.052 | 0.221 | 0.561 | 0.149 | 0.128 |
납기내일자 | 0.089 | 0.498 | 0.576 | 0.000 | 0.000 | 0.567 | 0.205 | 0.508 | 0.187 | 0.052 | 1.000 | 0.947 | 0.016 | 0.273 | 0.345 |
납기내후수납구분 | 0.305 | 0.000 | 0.000 | 0.000 | 0.000 | 0.145 | 0.065 | 0.037 | 0.795 | 0.221 | 0.947 | 1.000 | 0.081 | 0.076 | 0.064 |
은행명 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.090 | 0.000 | 0.083 | 0.561 | 0.016 | 0.081 | 1.000 | 0.080 | 0.076 |
구명 | 0.074 | 0.000 | 0.006 | 0.000 | 0.000 | 0.158 | 0.999 | 0.999 | 0.060 | 0.149 | 0.273 | 0.076 | 0.080 | 1.000 | 1.000 |
사업소명 | 0.063 | 0.015 | 0.016 | 0.000 | 0.000 | 0.154 | 0.856 | 0.999 | 0.063 | 0.128 | 0.345 | 0.064 | 0.076 | 1.000 | 1.000 |
연번 | 구분 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 기타금액 | 납기내일자 | 체납시작년월 | 체납종료년월 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56445 | 56446 | 당월정상수납 | 2023-02-28 | 가상계좌 | 231640 | 114820 | 104380 | 12440 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 부산은행 | 4699300 | 350 | 해운대구 | 308 | 해운대 사업소 |
58109 | 58110 | 당월정상수납 | 2023-02-27 | CD/ATM(간단E) | 30330 | 17580 | 9580 | 3170 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 부산은행 | 5362 | 410 | 금정구 | 244 | 동래통합사업소 |
71823 | 71824 | 당월정상수납 | 2023-02-28 | 통장(자동납부) | 37670 | 21280 | 12480 | 3910 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 새마을금고중앙회 | 5129 | 140 | 서구 | 302 | 서부 사업소 |
4825 | 4826 | 당월정상수납 | 2023-02-05 | 카드(간단E) | 346500 | 165240 | 161060 | 20200 | 0 | 2023-01-31 | <NA> | <NA> | 납기후 | 하나SK카드 | 3 | 440 | 강서구 | 311 | 강서 사업소 |
71521 | 71522 | 당월정상수납 | 2023-02-28 | 통장(자동납부) | 26460 | 14260 | 10700 | 1500 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 수협중앙회 | 1329 | 110 | 중구 | 301 | 중동부 사업소 |
45502 | 45503 | 당월정상수납 | 2023-02-27 | CD/ATM(간단E) | 24850 | 14640 | 7640 | 2570 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 농협은행 | 2066 | 470 | 연제구 | 244 | 동래통합사업소 |
63869 | 63870 | 당월정상수납 | 2023-02-27 | 카드(ARS) | 38050 | 21840 | 12140 | 4070 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 삼성카드 | 678585 | 350 | 해운대구 | 308 | 해운대 사업소 |
42219 | 42220 | 당월정상수납 | 2023-02-28 | 카드(자동납부) | 70660 | 39460 | 23400 | 7800 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 현대카드 | 679347 | 530 | 사상구 | 307 | 북부 사업소 |
2293 | 2294 | 당월정상수납 | 2023-02-24 | 가상계좌 | 41490 | 23370 | 13830 | 4290 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 농협은행 | 3604700 | 290 | 남구 | 306 | 남부 사업소 |
27865 | 27866 | 당월정상수납 | 2023-02-28 | CD/ATM(간단E) | 66120 | 36400 | 23080 | 6640 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 지역농축협 | 1104 | 530 | 사상구 | 307 | 북부 사업소 |
연번 | 구분 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 기타금액 | 납기내일자 | 체납시작년월 | 체납종료년월 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11277 | 11278 | 당월정상수납 | 2023-02-10 | 가상계좌 | 78960 | 40210 | 34010 | 4740 | 0 | 2023-01-31 | <NA> | <NA> | 납기후 | 부산은행 | 2006401400 | 380 | 사하구 | 309 | 사하 사업소 |
6659 | 6660 | 당월정상수납 | 2023-02-28 | 카드(자동납부) | 2520 | 2510 | 0 | 10 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 신한카드 | 685669 | 710 | 기장군 | 312 | 기장 사업소 |
5759 | 5760 | 당월정상수납 | 2023-02-24 | 창구수납(간단E) | 59800 | 33540 | 19740 | 6520 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 새마을금고중앙회 | 4158 | 170 | 동구 | 301 | 중동부 사업소 |
42878 | 42879 | 당월정상수납 | 2023-02-28 | 가상계좌 | 2200 | 2200 | 0 | 0 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 우체국 | 4527700 | 350 | 해운대구 | 308 | 해운대 사업소 |
41281 | 41282 | 당월정상수납 | 2023-02-21 | 카드(간단E) | 2400 | 2400 | 0 | 0 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | NH카드 | 2064 | 530 | 사상구 | 307 | 북부 사업소 |
69058 | 69059 | 당월정상수납 | 2023-02-25 | 모바일뱅킹(간단E) | 3920 | 3180 | 580 | 160 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 부산은행 | 251 | 140 | 서구 | 302 | 서부 사업소 |
15535 | 15536 | 당월정상수납 | 2023-02-21 | 창구수납(간단E) | 2400 | 2400 | 0 | 0 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 부산은행 | 1725 | 140 | 서구 | 302 | 서부 사업소 |
25085 | 25086 | 당월정상수납 | 2023-02-23 | 창구수납(간단E) | 48480 | 26940 | 16540 | 5000 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 새마을금고중앙회 | 2134 | 350 | 해운대구 | 308 | 해운대 사업소 |
33775 | 33776 | 당월정상수납 | 2023-02-21 | 가상계좌 | 24850 | 14640 | 7640 | 2570 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 우리은행 | 8043700 | 500 | 수영구 | 306 | 남부 사업소 |
39030 | 39031 | 당월정상수납 | 2023-02-28 | CD/ATM(간단E) | 90940 | 50640 | 30140 | 10160 | 0 | 2023-02-28 | <NA> | <NA> | 납기내 | 부산은행 | 3055 | 410 | 금정구 | 244 | 동래통합사업소 |