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_20221107 |
---|---|
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 일련번호 and 1 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 2 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 구명 and 1 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 (88.5%) | Imbalance |
납기내후수납구분 is highly imbalanced (54.3%) | Imbalance |
체납시작년월 has 10000 (100.0%) missing values | Missing |
체납종료년월 has 10000 (100.0%) missing values | Missing |
수납금액합계 is highly skewed (γ1 = 58.2729838) | Skewed |
상수도수납금액 is highly skewed (γ1 = 67.58694303) | Skewed |
하수도수납금액 is highly skewed (γ1 = 46.31486481) | Skewed |
물이용수납금액 is highly skewed (γ1 = 74.99926973) | 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 1310 (13.1%) zeros | Zeros |
물이용수납금액 has 875 (8.8%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 16:39:05.495277 |
---|---|
Analysis finished | 2023-12-10 16:39:17.091486 |
Duration | 11.6 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 | 37198.686 |
Minimum | 1 |
---|---|
Maximum | 74750 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3655.35 |
Q1 | 18462.75 |
median | 37615 |
Q3 | 55667.75 |
95-th percentile | 70988.75 |
Maximum | 74750 |
Range | 74749 |
Interquartile range (IQR) | 37205 |
Descriptive statistics
Standard deviation | 21522.296 |
---|---|
Coefficient of variation (CV) | 0.57857678 |
Kurtosis | -1.1938432 |
Mean | 37198.686 |
Median Absolute Deviation (MAD) | 18607.5 |
Skewness | -0.0016887637 |
Sum | 3.7198686 × 108 |
Variance | 4.6320922 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5427 | 1 | < 0.1% |
46421 | 1 | < 0.1% |
40992 | 1 | < 0.1% |
22256 | 1 | < 0.1% |
9026 | 1 | < 0.1% |
43767 | 1 | < 0.1% |
69606 | 1 | < 0.1% |
25949 | 1 | < 0.1% |
38344 | 1 | < 0.1% |
19428 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
1 | 1 | |
9 | 1 | |
16 | 1 | |
23 | 1 | |
29 | 1 | |
38 | 1 | |
39 | 1 | |
40 | 1 | |
42 | 1 | |
72 | 1 |
Value | Count | Frequency (%) |
74750 | 1 | |
74746 | 1 | |
74740 | 1 | |
74739 | 1 | |
74737 | 1 | |
74729 | 1 | |
74726 | 1 | |
74721 | 1 | |
74718 | 1 | |
74711 | 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 | 31 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2022-08-31 | |
---|---|
2022-08-30 | |
2022-08-25 | |
2022-08-29 | |
2022-08-23 | |
Other values (26) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022-08-25 |
---|---|
2nd row | 2022-08-26 |
3rd row | 2022-08-28 |
4th row | 2022-08-22 |
5th row | 2022-08-31 |
Common Values
Value | Count | Frequency (%) |
2022-08-31 | 2069 | |
2022-08-30 | 1076 | |
2022-08-25 | 1002 | |
2022-08-29 | 933 | |
2022-08-23 | 755 | 7.5% |
2022-08-26 | 745 | 7.4% |
2022-08-24 | 674 | 6.7% |
2022-08-22 | 660 | 6.6% |
2022-08-19 | 427 | 4.3% |
2022-08-08 | 224 | 2.2% |
Other values (21) | 1435 |
Length
Value | Count | Frequency (%) |
2022-08-31 | 2069 | |
2022-08-30 | 1076 | |
2022-08-25 | 1002 | |
2022-08-29 | 933 | |
2022-08-23 | 755 | 7.5% |
2022-08-26 | 745 | 7.4% |
2022-08-24 | 674 | 6.7% |
2022-08-22 | 660 | 6.6% |
2022-08-19 | 427 | 4.3% |
2022-08-08 | 224 | 2.2% |
Other values (21) | 1435 |
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) | |
인터넷뱅킹(간단E) | 410 |
Other values (9) |
Length
Max length | 11 |
---|---|
Median length | 10 |
Mean length | 6.7792 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | CD/ATM(간단E) |
---|---|
2nd row | 카드(사이버) |
3rd row | 가상계좌 |
4th row | 가상계좌 |
5th row | 카드(자동납부) |
Common Values
Value | Count | Frequency (%) |
가상계좌 | 4607 | |
창구수납(간단E) | 1658 | 16.6% |
CD/ATM(간단E) | 1452 | 14.5% |
카드(자동납부) | 844 | 8.4% |
인터넷뱅킹(간단E) | 410 | 4.1% |
카드(간단E) | 360 | 3.6% |
카드(ARS) | 213 | 2.1% |
통장(자동납부) | 158 | 1.6% |
카드(사이버) | 136 | 1.4% |
자동화기기(간단E) | 62 | 0.6% |
Other values (4) | 100 | 1.0% |
Length
Value | Count | Frequency (%) |
가상계좌 | 4607 | |
창구수납(간단e | 1658 | 16.6% |
cd/atm(간단e | 1452 | 14.5% |
카드(자동납부 | 844 | 8.4% |
인터넷뱅킹(간단e | 410 | 4.1% |
카드(간단e | 360 | 3.6% |
카드(ars | 213 | 2.1% |
통장(자동납부 | 158 | 1.6% |
카드(사이버 | 136 | 1.4% |
자동화기기(간단e | 62 | 0.6% |
Other values (4) | 100 | 1.0% |
수납금액합계
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 4402 |
---|---|
Distinct (%) | 44.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 299158.92 |
Minimum | 70 |
---|---|
Maximum | 3.257835 × 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 | 21022.5 |
median | 52580 |
Q3 | 122622.5 |
95-th percentile | 631301 |
Maximum | 3.257835 × 108 |
Range | 3.2578343 × 108 |
Interquartile range (IQR) | 101600 |
Descriptive statistics
Standard deviation | 4663087.3 |
---|---|
Coefficient of variation (CV) | 15.587325 |
Kurtosis | 3766.0009 |
Mean | 299158.92 |
Median Absolute Deviation (MAD) | 39360 |
Skewness | 58.272984 |
Sum | 2.9915892 × 109 |
Variance | 2.1744383 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2400 | 516 | 5.2% |
26160 | 64 | 0.6% |
28800 | 63 | 0.6% |
22200 | 62 | 0.6% |
15600 | 60 | 0.6% |
24840 | 59 | 0.6% |
14260 | 57 | 0.6% |
20880 | 56 | 0.6% |
27480 | 52 | 0.5% |
23520 | 52 | 0.5% |
Other values (4392) | 8959 |
Value | Count | Frequency (%) |
70 | 2 | |
140 | 1 | |
200 | 1 | |
230 | 1 | |
240 | 1 | |
280 | 1 | |
310 | 2 | |
420 | 2 | |
540 | 2 | |
560 | 1 |
Value | Count | Frequency (%) |
325783500 | 1 | |
283238380 | 1 | |
111790640 | 1 | |
56099600 | 1 | |
47500880 | 1 | |
36000000 | 1 | |
31670510 | 1 | |
27486000 | 1 | |
27176100 | 1 | |
27031140 | 1 |
상수도수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 3339 |
---|---|
Distinct (%) | 33.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 181863.96 |
Minimum | 0 |
---|---|
Maximum | 3.257835 × 108 |
Zeros | 47 |
Zeros (%) | 0.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2400 |
Q1 | 12480 |
median | 29760 |
Q3 | 66300 |
95-th percentile | 303195 |
Maximum | 3.257835 × 108 |
Range | 3.257835 × 108 |
Interquartile range (IQR) | 53820 |
Descriptive statistics
Standard deviation | 4230561.6 |
---|---|
Coefficient of variation (CV) | 23.262232 |
Kurtosis | 4815.4801 |
Mean | 181863.96 |
Median Absolute Deviation (MAD) | 21300 |
Skewness | 67.586943 |
Sum | 1.8186396 × 109 |
Variance | 1.7897652 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2400 | 526 | 5.3% |
9600 | 121 | 1.2% |
16800 | 99 | 1.0% |
13200 | 94 | 0.9% |
6000 | 89 | 0.9% |
12480 | 76 | 0.8% |
15360 | 71 | 0.7% |
16080 | 66 | 0.7% |
8880 | 66 | 0.7% |
14640 | 66 | 0.7% |
Other values (3329) | 8726 |
Value | Count | Frequency (%) |
0 | 47 | |
70 | 2 | < 0.1% |
140 | 1 | < 0.1% |
200 | 1 | < 0.1% |
230 | 1 | < 0.1% |
240 | 1 | < 0.1% |
280 | 1 | < 0.1% |
310 | 2 | < 0.1% |
420 | 2 | < 0.1% |
540 | 2 | < 0.1% |
Value | Count | Frequency (%) |
325783500 | 1 | |
254417330 | 1 | |
43384670 | 1 | |
36000000 | 1 | |
27471000 | 1 | |
24352930 | 1 | |
21992510 | 1 | |
20845780 | 1 | |
18461800 | 1 | |
15869910 | 1 |
하수도수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 2554 |
---|---|
Distinct (%) | 25.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 97579.149 |
Minimum | 0 |
---|---|
Maximum | 63490050 |
Zeros | 1310 |
Zeros (%) | 13.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5340 |
median | 17100 |
Q3 | 42460 |
95-th percentile | 251684 |
Maximum | 63490050 |
Range | 63490050 |
Interquartile range (IQR) | 37120 |
Descriptive statistics
Standard deviation | 1004266.3 |
---|---|
Coefficient of variation (CV) | 10.291813 |
Kurtosis | 2626.0426 |
Mean | 97579.149 |
Median Absolute Deviation (MAD) | 14780 |
Skewness | 46.314865 |
Sum | 9.7579149 × 108 |
Variance | 1.0085509 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1310 | 13.1% |
3600 | 90 | 0.9% |
6740 | 88 | 0.9% |
7200 | 87 | 0.9% |
4500 | 86 | 0.9% |
9000 | 83 | 0.8% |
4940 | 81 | 0.8% |
8100 | 80 | 0.8% |
6300 | 80 | 0.8% |
8540 | 80 | 0.8% |
Other values (2544) | 7935 |
Value | Count | Frequency (%) |
0 | 1310 | |
20 | 2 | < 0.1% |
40 | 2 | < 0.1% |
90 | 1 | < 0.1% |
100 | 1 | < 0.1% |
180 | 1 | < 0.1% |
320 | 1 | < 0.1% |
440 | 65 | 0.7% |
450 | 7 | 0.1% |
460 | 1 | < 0.1% |
Value | Count | Frequency (%) |
63490050 | 1 | |
56099600 | 1 | |
26949000 | 1 | |
14886150 | 1 | |
14812200 | 1 | |
14084840 | 1 | |
13095440 | 1 | |
9507600 | 1 | |
9430800 | 1 | |
8888100 | 1 |
물이용수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 1542 |
---|---|
Distinct (%) | 15.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19715.813 |
Minimum | 0 |
---|---|
Maximum | 28821050 |
Zeros | 875 |
Zeros (%) | 8.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1800 |
median | 4840 |
Q3 | 10840 |
95-th percentile | 38141 |
Maximum | 28821050 |
Range | 28821050 |
Interquartile range (IQR) | 9040 |
Descriptive statistics
Standard deviation | 323177.6 |
---|---|
Coefficient of variation (CV) | 16.391797 |
Kurtosis | 6426.6693 |
Mean | 19715.813 |
Median Absolute Deviation (MAD) | 3800 |
Skewness | 74.99927 |
Sum | 1.9715813 × 108 |
Variance | 1.0444376 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 875 | 8.8% |
900 | 134 | 1.3% |
140 | 133 | 1.3% |
600 | 126 | 1.3% |
1200 | 124 | 1.2% |
300 | 124 | 1.2% |
1500 | 123 | 1.2% |
1040 | 120 | 1.2% |
2560 | 111 | 1.1% |
1340 | 109 | 1.1% |
Other values (1532) | 8021 |
Value | Count | Frequency (%) |
0 | 875 | |
10 | 1 | < 0.1% |
20 | 6 | 0.1% |
30 | 1 | < 0.1% |
40 | 1 | < 0.1% |
60 | 1 | < 0.1% |
140 | 133 | 1.3% |
150 | 50 | 0.5% |
160 | 19 | 0.2% |
170 | 1 | < 0.1% |
Value | Count | Frequency (%) |
28821050 | 1 | |
10438170 | 1 | |
4915920 | 1 | |
3521210 | 1 | |
3273860 | 1 | |
2480200 | 1 | |
2361980 | 1 | |
2209830 | 1 | |
2090080 | 1 | |
2084600 | 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 | 34 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2022-08-31 | |
---|---|
2022-07-31 | |
2022-09-30 | 69 |
2022-09-09 | 6 |
2022-08-26 | 3 |
Other values (29) | 43 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 17 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 2022-08-31 |
---|---|
2nd row | 2022-08-31 |
3rd row | 2022-08-31 |
4th row | 2022-08-31 |
5th row | 2022-08-31 |
Common Values
Value | Count | Frequency (%) |
2022-08-31 | 8919 | |
2022-07-31 | 960 | 9.6% |
2022-09-30 | 69 | 0.7% |
2022-09-09 | 6 | 0.1% |
2022-08-26 | 3 | < 0.1% |
2022-09-08 | 3 | < 0.1% |
2022-09-16 | 3 | < 0.1% |
2022-08-22 | 2 | < 0.1% |
2022-09-19 | 2 | < 0.1% |
2022-08-30 | 2 | < 0.1% |
Other values (24) | 31 | 0.3% |
Length
Value | Count | Frequency (%) |
2022-08-31 | 8919 | |
2022-07-31 | 960 | 9.6% |
2022-09-30 | 69 | 0.7% |
2022-09-09 | 6 | 0.1% |
2022-08-26 | 3 | < 0.1% |
2022-09-08 | 3 | < 0.1% |
2022-09-16 | 3 | < 0.1% |
2022-09-02 | 2 | < 0.1% |
2022-09-04 | 2 | < 0.1% |
2022-09-29 | 2 | < 0.1% |
Other values (24) | 31 | 0.3% |
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
  IMBALANCE
 
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 | 납기내 |
5th row | 납기내 |
Common Values
Value | Count | Frequency (%) |
납기내 | 9038 | |
납기후 | 962 | 9.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
납기내 | 9038 | |
납기후 | 962 | 9.6% |
은행명
Categorical
HIGH CORRELATION
 
Distinct | 34 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
부산은행 | |
---|---|
농협은행 | |
국민은행 | |
새마을금고중앙회 | |
우체국 | |
Other values (29) |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.5348 |
Min length | 2 |
Unique
Unique | 6 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 부산은행 |
---|---|
2nd row | 롯데카드 |
3rd row | 국민은행 |
4th row | 신한은행 |
5th row | BC카드 |
Common Values
Value | Count | Frequency (%) |
부산은행 | 2956 | |
농협은행 | 1288 | |
국민은행 | 1073 | 10.7% |
새마을금고중앙회 | 957 | 9.6% |
우체국 | 482 | 4.8% |
우리은행 | 401 | 4.0% |
지역농축협 | 358 | 3.6% |
BC카드 | 281 | 2.8% |
신한은행 | 270 | 2.7% |
KEB하나은행 | 245 | 2.5% |
Other values (24) | 1689 |
Length
Value | Count | Frequency (%) |
부산은행 | 2956 | |
농협은행 | 1288 | |
국민은행 | 1073 | 10.7% |
새마을금고중앙회 | 957 | 9.6% |
우체국 | 482 | 4.8% |
우리은행 | 401 | 4.0% |
지역농축협 | 358 | 3.6% |
bc카드 | 281 | 2.8% |
신한은행 | 270 | 2.7% |
keb하나은행 | 245 | 2.5% |
Other values (24) | 1689 |
일련번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8542 |
---|---|
Distinct (%) | 85.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 58926103 |
Minimum | 1 |
---|---|
Maximum | 3.0292195 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 204.95 |
Q1 | 2052 |
median | 612353.5 |
Q3 | 5266925 |
95-th percentile | 9152460 |
Maximum | 3.0292195 × 109 |
Range | 3.0292195 × 109 |
Interquartile range (IQR) | 5264873 |
Descriptive statistics
Standard deviation | 3.354511 × 108 |
---|---|
Coefficient of variation (CV) | 5.6927419 |
Kurtosis | 51.521771 |
Mean | 58926103 |
Median Absolute Deviation (MAD) | 612032 |
Skewness | 6.9421085 |
Sum | 5.8926103 × 1011 |
Variance | 1.1252744 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 10 | 0.1% |
67 | 8 | 0.1% |
63 | 7 | 0.1% |
104 | 7 | 0.1% |
48 | 7 | 0.1% |
51 | 7 | 0.1% |
102 | 6 | 0.1% |
45 | 6 | 0.1% |
8 | 6 | 0.1% |
66 | 6 | 0.1% |
Other values (8532) | 9930 |
Value | Count | Frequency (%) |
1 | 10 | |
2 | 2 | < 0.1% |
3 | 5 | |
4 | 3 | < 0.1% |
5 | 3 | < 0.1% |
6 | 4 | < 0.1% |
7 | 4 | < 0.1% |
8 | 6 | |
9 | 4 | < 0.1% |
10 | 2 | < 0.1% |
Value | Count | Frequency (%) |
3029219500 | 1 | |
3029218900 | 1 | |
3029218000 | 1 | |
3029217300 | 1 | |
3029215500 | 1 | |
3029215400 | 1 | |
3029213600 | 1 | |
3029212800 | 1 | |
3029212200 | 1 | |
3029211200 | 1 |
구코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 355.3619 |
Minimum | 0 |
---|---|
Maximum | 710 |
Zeros | 6 |
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 | 142.19927 |
---|---|
Coefficient of variation (CV) | 0.40015341 |
Kurtosis | -0.039618342 |
Mean | 355.3619 |
Median Absolute Deviation (MAD) | 120 |
Skewness | 0.46064388 |
Sum | 3553619 |
Variance | 20220.634 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
230 | 1002 | 10.0% |
410 | 865 | 8.6% |
350 | 817 | 8.2% |
260 | 802 | 8.0% |
380 | 752 | 7.5% |
440 | 675 | 6.8% |
290 | 660 | 6.6% |
500 | 644 | 6.4% |
530 | 639 | 6.4% |
470 | 637 | 6.4% |
Other values (10) | 2507 |
Value | Count | Frequency (%) |
0 | 6 | 0.1% |
110 | 271 | 2.7% |
140 | 439 | |
170 | 436 | |
200 | 452 | |
201 | 4 | < 0.1% |
202 | 1 | < 0.1% |
203 | 1 | < 0.1% |
230 | 1002 | |
260 | 802 |
Value | Count | Frequency (%) |
710 | 502 | |
530 | 639 | |
500 | 644 | |
470 | 637 | |
440 | 675 | |
410 | 865 | |
380 | 752 | |
350 | 817 | |
320 | 395 | |
290 | 660 |
구명
Categorical
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
부산진구 | |
---|---|
금정구 | |
해운대구 | |
동래구 | |
사하구 | |
Other values (15) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.9618 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 영도구 |
---|---|
2nd row | 금정구 |
3rd row | 해운대구 |
4th row | 동래구 |
5th row | 사상구 |
Common Values
Value | Count | Frequency (%) |
부산진구 | 1002 | 10.0% |
금정구 | 865 | 8.6% |
해운대구 | 817 | 8.2% |
동래구 | 802 | 8.0% |
사하구 | 752 | 7.5% |
강서구 | 675 | 6.8% |
남구 | 660 | 6.6% |
수영구 | 644 | 6.4% |
사상구 | 639 | 6.4% |
연제구 | 637 | 6.4% |
Other values (10) | 2507 |
Length
Value | Count | Frequency (%) |
부산진구 | 1002 | 10.0% |
금정구 | 865 | 8.6% |
해운대구 | 817 | 8.2% |
동래구 | 802 | 8.0% |
사하구 | 752 | 7.5% |
강서구 | 675 | 6.8% |
남구 | 660 | 6.6% |
수영구 | 644 | 6.4% |
사상구 | 639 | 6.4% |
연제구 | 637 | 6.4% |
Other values (10) | 2507 |
사업소코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 291.7955 |
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 | 26.899978 |
---|---|
Coefficient of variation (CV) | 0.092187777 |
Kurtosis | 0.97789413 |
Mean | 291.7955 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -1.3904884 |
Sum | 2917955 |
Variance | 723.60884 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
244 | 2304 | |
306 | 1304 | |
307 | 1034 | |
304 | 1002 | |
308 | 817 | 8.2% |
309 | 752 | 7.5% |
301 | 707 | 7.1% |
311 | 675 | 6.8% |
312 | 502 | 5.0% |
303 | 452 | 4.5% |
Other values (5) | 451 | 4.5% |
Value | Count | Frequency (%) |
101 | 6 | 0.1% |
201 | 4 | < 0.1% |
202 | 1 | < 0.1% |
203 | 1 | < 0.1% |
244 | 2304 | |
301 | 707 | 7.1% |
302 | 439 | 4.4% |
303 | 452 | 4.5% |
304 | 1002 | |
306 | 1304 |
Value | Count | Frequency (%) |
312 | 502 | 5.0% |
311 | 675 | |
309 | 752 | |
308 | 817 | |
307 | 1034 | |
306 | 1304 | |
304 | 1002 | |
303 | 452 | 4.5% |
302 | 439 | 4.4% |
301 | 707 |
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 | |
해운대 사업소 | |
Other values (10) |
Length
Max length | 9 |
---|---|
Median length | 9 |
Mean length | 8.2828 |
Min length | 5 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 영도 사업소 |
---|---|
2nd row | 동래통합사업소 |
3rd row | 해운대 사업소 |
4th row | 동래통합사업소 |
5th row | 북부 사업소 |
Common Values
Value | Count | Frequency (%) |
동래통합사업소 | 2304 | |
남부 사업소 | 1304 | |
북부 사업소 | 1034 | |
부산진 사업소 | 1002 | |
해운대 사업소 | 817 | 8.2% |
사하 사업소 | 752 | 7.5% |
중동부 사업소 | 707 | 7.1% |
강서 사업소 | 675 | 6.8% |
기장 사업소 | 502 | 5.0% |
영도 사업소 | 452 | 4.5% |
Other values (5) | 451 | 4.5% |
Length
Value | Count | Frequency (%) |
사업소 | 7684 | |
동래통합사업소 | 2304 | 13.0% |
남부 | 1304 | 7.4% |
북부 | 1034 | 5.8% |
부산진 | 1002 | 5.7% |
해운대 | 817 | 4.6% |
사하 | 752 | 4.3% |
중동부 | 707 | 4.0% |
강서 | 675 | 3.8% |
기장 | 502 | 2.8% |
Other values (6) | 903 | 5.1% |
연번 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 납기내일자 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.662 | 0.228 | 0.000 | 0.000 | 0.009 | 0.000 | 0.189 | 0.244 | 0.150 | 0.068 | 0.033 | 0.063 | 0.037 | 0.062 |
수납일자 | 0.662 | 1.000 | 0.714 | 0.000 | 0.000 | 0.073 | 0.000 | 0.670 | 0.835 | 0.394 | 0.423 | 0.103 | 0.239 | 0.204 | 0.239 |
수납방법 | 0.228 | 0.714 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.335 | 0.529 | 0.909 | 0.201 | 0.136 | 0.187 | 0.023 | 0.156 |
수납금액합계 | 0.000 | 0.000 | 0.000 | 1.000 | 0.927 | 0.767 | 0.726 | 0.394 | 0.000 | 0.000 | 0.124 | 0.340 | 0.295 | 0.326 | 0.521 |
상수도수납금액 | 0.000 | 0.000 | 0.000 | 0.927 | 1.000 | 0.574 | 0.919 | 0.423 | 0.000 | 0.000 | 0.203 | 0.357 | 0.423 | 0.627 | 0.505 |
하수도수납금액 | 0.009 | 0.073 | 0.000 | 0.767 | 0.574 | 1.000 | 0.642 | 0.000 | 0.000 | 0.000 | 0.099 | 0.010 | 0.000 | 0.000 | 0.000 |
물이용수납금액 | 0.000 | 0.000 | 0.000 | 0.726 | 0.919 | 0.642 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
납기내일자 | 0.189 | 0.670 | 0.335 | 0.394 | 0.423 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.805 | 0.583 | 0.531 | 0.711 | 0.686 |
납기내후수납구분 | 0.244 | 0.835 | 0.529 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.100 | 0.243 | 0.049 | 0.068 | 0.043 | 0.042 |
은행명 | 0.150 | 0.394 | 0.909 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.100 | 1.000 | 0.128 | 0.243 | 0.294 | 0.059 | 0.265 |
일련번호 | 0.068 | 0.423 | 0.201 | 0.124 | 0.203 | 0.099 | 0.000 | 0.805 | 0.243 | 0.128 | 1.000 | 0.135 | 0.197 | 0.287 | 0.232 |
구코드 | 0.033 | 0.103 | 0.136 | 0.340 | 0.357 | 0.010 | 0.000 | 0.583 | 0.049 | 0.243 | 0.135 | 1.000 | 1.000 | 0.805 | 0.969 |
구명 | 0.063 | 0.239 | 0.187 | 0.295 | 0.423 | 0.000 | 0.000 | 0.531 | 0.068 | 0.294 | 0.197 | 1.000 | 1.000 | 1.000 | 1.000 |
사업소코드 | 0.037 | 0.204 | 0.023 | 0.326 | 0.627 | 0.000 | 0.000 | 0.711 | 0.043 | 0.059 | 0.287 | 0.805 | 1.000 | 1.000 | 1.000 |
사업소명 | 0.062 | 0.239 | 0.156 | 0.521 | 0.505 | 0.000 | 0.000 | 0.686 | 0.042 | 0.265 | 0.232 | 0.969 | 1.000 | 1.000 | 1.000 |
납기내후수납구분 | 은행명 | 수납방법 | 납기내일자 | 수납일자 | 구명 | 사업소명 | |
---|---|---|---|---|---|---|---|
납기내후수납구분 | 1.000 | 0.079 | 0.416 | 0.998 | 0.745 | 0.061 | 0.039 |
은행명 | 0.079 | 1.000 | 0.559 | 0.000 | 0.095 | 0.082 | 0.080 |
수납방법 | 0.416 | 0.559 | 1.000 | 0.107 | 0.302 | 0.063 | 0.055 |
납기내일자 | 0.998 | 0.000 | 0.107 | 1.000 | 0.199 | 0.167 | 0.270 |
수납일자 | 0.745 | 0.095 | 0.302 | 0.199 | 1.000 | 0.066 | 0.072 |
구명 | 0.061 | 0.082 | 0.063 | 0.167 | 0.066 | 1.000 | 1.000 |
사업소명 | 0.039 | 0.080 | 0.055 | 0.270 | 0.072 | 1.000 | 1.000 |
연번 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 일련번호 | 구코드 | 사업소코드 | 수납일자 | 수납방법 | 납기내일자 | 납기내후수납구분 | 은행명 | 구명 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | -0.003 | -0.002 | -0.005 | -0.004 | -0.055 | -0.015 | 0.019 | 0.299 | 0.094 | 0.067 | 0.187 | 0.053 | 0.023 | 0.023 |
수납금액합계 | -0.003 | 1.000 | 0.983 | 0.914 | 0.939 | -0.012 | 0.061 | 0.028 | 0.000 | 0.000 | 0.196 | 0.000 | 0.000 | 0.165 | 0.249 |
상수도수납금액 | -0.002 | 0.983 | 1.000 | 0.868 | 0.953 | -0.008 | 0.077 | 0.051 | 0.000 | 0.000 | 0.229 | 0.000 | 0.000 | 0.249 | 0.310 |
하수도수납금액 | -0.005 | 0.914 | 0.868 | 1.000 | 0.887 | -0.051 | -0.007 | -0.056 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
물이용수납금액 | -0.004 | 0.939 | 0.953 | 0.887 | 1.000 | -0.052 | 0.063 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
일련번호 | -0.055 | -0.012 | -0.008 | -0.051 | -0.052 | 1.000 | 0.285 | 0.134 | 0.231 | 0.115 | 0.557 | 0.162 | 0.066 | 0.108 | 0.133 |
구코드 | -0.015 | 0.061 | 0.077 | -0.007 | 0.063 | 0.285 | 1.000 | 0.400 | 0.039 | 0.057 | 0.258 | 0.049 | 0.092 | 0.999 | 0.855 |
사업소코드 | 0.019 | 0.028 | 0.051 | -0.056 | 0.029 | 0.134 | 0.400 | 1.000 | 0.107 | 0.013 | 0.449 | 0.028 | 0.030 | 0.999 | 0.999 |
수납일자 | 0.299 | 0.000 | 0.000 | 0.032 | 0.000 | 0.231 | 0.039 | 0.107 | 1.000 | 0.302 | 0.199 | 0.745 | 0.095 | 0.066 | 0.072 |
수납방법 | 0.094 | 0.000 | 0.000 | 0.000 | 0.000 | 0.115 | 0.057 | 0.013 | 0.302 | 1.000 | 0.107 | 0.416 | 0.559 | 0.063 | 0.055 |
납기내일자 | 0.067 | 0.196 | 0.229 | 0.000 | 0.000 | 0.557 | 0.258 | 0.449 | 0.199 | 0.107 | 1.000 | 0.998 | 0.000 | 0.167 | 0.270 |
납기내후수납구분 | 0.187 | 0.000 | 0.000 | 0.000 | 0.000 | 0.162 | 0.049 | 0.028 | 0.745 | 0.416 | 0.998 | 1.000 | 0.079 | 0.061 | 0.039 |
은행명 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.092 | 0.030 | 0.095 | 0.559 | 0.000 | 0.079 | 1.000 | 0.082 | 0.080 |
구명 | 0.023 | 0.165 | 0.249 | 0.000 | 0.000 | 0.108 | 0.999 | 0.999 | 0.066 | 0.063 | 0.167 | 0.061 | 0.082 | 1.000 | 1.000 |
사업소명 | 0.023 | 0.249 | 0.310 | 0.000 | 0.000 | 0.133 | 0.855 | 0.999 | 0.072 | 0.055 | 0.270 | 0.039 | 0.080 | 1.000 | 1.000 |
연번 | 구분 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 기타금액 | 납기내일자 | 체납시작년월 | 체납종료년월 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5426 | 5427 | 당월정상수납 | 2022-08-25 | CD/ATM(간단E) | 11620 | 7440 | 3140 | 1040 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 4739 | 200 | 영도구 | 303 | 영도 사업소 |
54407 | 54408 | 당월정상수납 | 2022-08-26 | 카드(사이버) | 94440 | 52400 | 33000 | 9040 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 롯데카드 | 6438900 | 410 | 금정구 | 244 | 동래통합사업소 |
45715 | 45716 | 당월정상수납 | 2022-08-28 | 가상계좌 | 173020 | 93540 | 60940 | 18540 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 국민은행 | 4661600 | 350 | 해운대구 | 308 | 해운대 사업소 |
21984 | 21985 | 당월정상수납 | 2022-08-22 | 가상계좌 | 32940 | 19140 | 10340 | 3460 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 신한은행 | 3218300 | 260 | 동래구 | 244 | 동래통합사업소 |
48942 | 48943 | 당월정상수납 | 2022-08-31 | 카드(자동납부) | 42140 | 23600 | 14220 | 4320 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | BC카드 | 611673 | 530 | 사상구 | 307 | 북부 사업소 |
50030 | 50031 | 당월정상수납 | 2022-08-30 | 창구수납(간단E) | 111120 | 60060 | 39460 | 11600 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 우체국 | 1366 | 440 | 강서구 | 311 | 강서 사업소 |
45805 | 45806 | 당월정상수납 | 2022-08-29 | CD/ATM(간단E) | 42400 | 23820 | 14220 | 4360 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 우리은행 | 1902 | 410 | 금정구 | 244 | 동래통합사업소 |
2787 | 2788 | 당월정상수납 | 2022-08-04 | 가상계좌 | 2510 | 2510 | 0 | 0 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 국민은행 | 909505700 | 230 | 부산진구 | 304 | 부산진 사업소 |
61159 | 61160 | 당월정상수납 | 2022-08-24 | 가상계좌 | 170580 | 96080 | 55800 | 18700 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 5904000 | 410 | 금정구 | 244 | 동래통합사업소 |
53069 | 53070 | 당월정상수납 | 2022-08-29 | 가상계좌 | 33860 | 18000 | 13900 | 1960 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 5685900 | 410 | 금정구 | 244 | 동래통합사업소 |
연번 | 구분 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 기타금액 | 납기내일자 | 체납시작년월 | 체납종료년월 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51875 | 51876 | 당월정상수납 | 2022-08-31 | 가상계좌 | 280230 | 131200 | 132450 | 16580 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 농협은행 | 4332300 | 350 | 해운대구 | 308 | 해운대 사업소 |
41386 | 41387 | 당월정상수납 | 2022-08-20 | 가상계좌 | 71840 | 39780 | 24380 | 7680 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 598300 | 140 | 서구 | 302 | 서부 사업소 |
54530 | 54531 | 당월정상수납 | 2022-08-31 | CD/ATM(간단E) | 263300 | 144920 | 89120 | 29260 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 3113 | 710 | 기장군 | 312 | 기장 사업소 |
55820 | 55821 | 당월정상수납 | 2022-08-30 | 인터넷뱅킹(간단E) | 110580 | 70400 | 31900 | 8280 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | KEB하나은행 | 1086 | 710 | 기장군 | 312 | 기장 사업소 |
48736 | 48737 | 당월정상수납 | 2022-08-26 | CD/ATM(간단E) | 46940 | 26160 | 15960 | 4820 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 지역농축협 | 2278 | 320 | 북구 | 307 | 북부 사업소 |
50148 | 50149 | 당월정상수납 | 2022-08-30 | CD/ATM(간단E) | 63800 | 34720 | 23360 | 5720 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 2114 | 410 | 금정구 | 244 | 동래통합사업소 |
60590 | 60591 | 당월정상수납 | 2022-08-23 | 카드(ARS) | 264960 | 146180 | 89980 | 28800 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | BC카드 | 607066 | 380 | 사하구 | 309 | 사하 사업소 |
12861 | 12862 | 당월정상수납 | 2022-08-31 | 카드(자동납부) | 55100 | 46140 | 0 | 8960 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 롯데카드 | 609754 | 440 | 강서구 | 311 | 강서 사업소 |
63555 | 63556 | 당월정상수납 | 2022-08-10 | 인터넷뱅킹(간단E) | 7240 | 4800 | 2140 | 300 | 0 | 2022-07-31 | <NA> | <NA> | 납기후 | 경남은행 | 43 | 440 | 강서구 | 311 | 강서 사업소 |
14892 | 14893 | 당월정상수납 | 2022-08-31 | 창구수납(간단E) | 6243610 | 2477280 | 3478900 | 287430 | 0 | 2022-08-31 | <NA> | <NA> | 납기내 | 부산은행 | 867 | 500 | 수영구 | 306 | 남부 사업소 |