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_20220518 |
---|---|
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 연번 and 2 other fields | High correlation |
납기내일자 is highly overall correlated with 상수도수납금액 and 2 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 |
연번 is highly overall correlated with 납기내후수납구분 | 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 구코드 | High correlation |
구코드 is highly overall correlated with 일련번호 and 2 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 |
수납일자 is highly imbalanced (59.7%) | Imbalance |
수납방법 is highly imbalanced (57.1%) | Imbalance |
납기내일자 is highly imbalanced (88.2%) | Imbalance |
납기내후수납구분 is highly imbalanced (54.7%) | Imbalance |
체납시작년월 has 10000 (100.0%) missing values | Missing |
체납종료년월 has 10000 (100.0%) missing values | Missing |
수납금액합계 is highly skewed (γ1 = 33.6426905) | Skewed |
상수도수납금액 is highly skewed (γ1 = 44.61958722) | Skewed |
하수도수납금액 is highly skewed (γ1 = 48.46924811) | Skewed |
물이용수납금액 is highly skewed (γ1 = 46.38847294) | 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 972 (9.7%) zeros | Zeros |
물이용수납금액 has 859 (8.6%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 16:39:51.860014 |
---|---|
Analysis finished | 2023-12-10 16:40:03.572356 |
Duration | 11.71 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37103.117 |
Minimum | 5 |
---|---|
Maximum | 73742 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 3801.3 |
Q1 | 18145.75 |
median | 37058.5 |
Q3 | 56125 |
95-th percentile | 70107.05 |
Maximum | 73742 |
Range | 73737 |
Interquartile range (IQR) | 37979.25 |
Descriptive statistics
Standard deviation | 21504.579 |
---|---|
Coefficient of variation (CV) | 0.57958956 |
Kurtosis | -1.2347681 |
Mean | 37103.117 |
Median Absolute Deviation (MAD) | 18993 |
Skewness | -0.013110079 |
Sum | 3.7103117 × 108 |
Variance | 4.6244694 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26303 | 1 | < 0.1% |
27984 | 1 | < 0.1% |
6737 | 1 | < 0.1% |
56245 | 1 | < 0.1% |
28132 | 1 | < 0.1% |
57306 | 1 | < 0.1% |
40690 | 1 | < 0.1% |
21450 | 1 | < 0.1% |
14264 | 1 | < 0.1% |
5825 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
5 | 1 | |
15 | 1 | |
18 | 1 | |
30 | 1 | |
34 | 1 | |
48 | 1 | |
59 | 1 | |
71 | 1 | |
77 | 1 | |
106 | 1 |
Value | Count | Frequency (%) |
73742 | 1 | |
73725 | 1 | |
73719 | 1 | |
73716 | 1 | |
73715 | 1 | |
73713 | 1 | |
73711 | 1 | |
73701 | 1 | |
73699 | 1 | |
73694 | 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
  IMBALANCE
 
Distinct | 33 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2022-01-31 | |
---|---|
2022-01-20 | 283 |
2022-01-25 | 209 |
2022-01-07 | 203 |
2022-01-26 | 147 |
Other values (28) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 2022-01-31 |
---|---|
2nd row | 2022-01-31 |
3rd row | 2022-01-04 |
4th row | 2022-01-22 |
5th row | 2022-01-23 |
Common Values
Value | Count | Frequency (%) |
2022-01-31 | 7376 | |
2022-01-20 | 283 | 2.8% |
2022-01-25 | 209 | 2.1% |
2022-01-07 | 203 | 2.0% |
2022-01-26 | 147 | 1.5% |
2022-01-03 | 144 | 1.4% |
2022-01-24 | 137 | 1.4% |
2022-01-17 | 112 | 1.1% |
2022-01-28 | 112 | 1.1% |
2022-01-04 | 108 | 1.1% |
Other values (23) | 1169 | 11.7% |
Length
Value | Count | Frequency (%) |
2022-01-31 | 7376 | |
2022-01-20 | 283 | 2.8% |
2022-01-25 | 209 | 2.1% |
2022-01-07 | 203 | 2.0% |
2022-01-26 | 147 | 1.5% |
2022-01-03 | 144 | 1.4% |
2022-01-24 | 137 | 1.4% |
2022-01-17 | 112 | 1.1% |
2022-01-28 | 112 | 1.1% |
2022-01-04 | 108 | 1.1% |
Other values (23) | 1169 | 11.7% |
수납방법
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 14 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
통장(자동납부) | |
---|---|
가상계좌 | |
창구수납(간단E) | 360 |
카드(자동납부) | 327 |
CD/ATM(간단E) | 278 |
Other values (9) | 504 |
Length
Max length | 11 |
---|---|
Median length | 8 |
Mean length | 7.437 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 통장(자동납부) |
---|---|
2nd row | 통장(자동납부) |
3rd row | 카드(ARS) |
4th row | 카드(간단E) |
5th row | 가상계좌 |
Common Values
Value | Count | Frequency (%) |
통장(자동납부) | 6844 | |
가상계좌 | 1687 | 16.9% |
창구수납(간단E) | 360 | 3.6% |
카드(자동납부) | 327 | 3.3% |
CD/ATM(간단E) | 278 | 2.8% |
카드(간단E) | 130 | 1.3% |
인터넷뱅킹(간단E) | 127 | 1.3% |
카드(ARS) | 111 | 1.1% |
카드(사이버) | 53 | 0.5% |
카드(카카오) | 26 | 0.3% |
Other values (4) | 57 | 0.6% |
Length
Value | Count | Frequency (%) |
통장(자동납부 | 6844 | |
가상계좌 | 1687 | 16.9% |
창구수납(간단e | 360 | 3.6% |
카드(자동납부 | 327 | 3.3% |
cd/atm(간단e | 278 | 2.8% |
카드(간단e | 130 | 1.3% |
인터넷뱅킹(간단e | 127 | 1.3% |
카드(ars | 111 | 1.1% |
카드(사이버 | 53 | 0.5% |
카드(카카오 | 26 | 0.3% |
Other values (4) | 57 | 0.6% |
수납금액합계
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 3924 |
---|---|
Distinct (%) | 39.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 238930.17 |
Minimum | 150 |
---|---|
Maximum | 1.043341 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 150 |
---|---|
5-th percentile | 2380 |
Q1 | 19420 |
median | 44625 |
Q3 | 107905 |
95-th percentile | 580105.5 |
Maximum | 1.043341 × 108 |
Range | 1.0433395 × 108 |
Interquartile range (IQR) | 88485 |
Descriptive statistics
Standard deviation | 1934351.5 |
---|---|
Coefficient of variation (CV) | 8.0958864 |
Kurtosis | 1489.1204 |
Mean | 238930.17 |
Median Absolute Deviation (MAD) | 32935 |
Skewness | 33.64269 |
Sum | 2.3893017 × 109 |
Variance | 3.7417157 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2380 | 465 | 4.7% |
2400 | 154 | 1.5% |
18120 | 98 | 1.0% |
24640 | 95 | 0.9% |
20720 | 90 | 0.9% |
25980 | 85 | 0.9% |
16800 | 83 | 0.8% |
23360 | 83 | 0.8% |
19420 | 81 | 0.8% |
28600 | 81 | 0.8% |
Other values (3914) | 8685 |
Value | Count | Frequency (%) |
150 | 1 | < 0.1% |
200 | 1 | < 0.1% |
420 | 1 | < 0.1% |
580 | 1 | < 0.1% |
610 | 1 | < 0.1% |
730 | 2 | < 0.1% |
920 | 9 | |
960 | 1 | < 0.1% |
1050 | 1 | < 0.1% |
1060 | 1 | < 0.1% |
Value | Count | Frequency (%) |
104334100 | 1 | |
85457810 | 1 | |
75768000 | 1 | |
31604950 | 1 | |
30219080 | 1 | |
28671940 | 1 | |
28208980 | 1 | |
28000190 | 1 | |
27108270 | 1 | |
21932260 | 1 |
상수도수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 3304 |
---|---|
Distinct (%) | 33.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129031.56 |
Minimum | 0 |
---|---|
Maximum | 85457810 |
Zeros | 44 |
Zeros (%) | 0.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2380 |
Q1 | 11545 |
median | 24960 |
Q3 | 58152.5 |
95-th percentile | 280866 |
Maximum | 85457810 |
Range | 85457810 |
Interquartile range (IQR) | 46607.5 |
Descriptive statistics
Standard deviation | 1204972.3 |
---|---|
Coefficient of variation (CV) | 9.3385859 |
Kurtosis | 2739.32 |
Mean | 129031.56 |
Median Absolute Deviation (MAD) | 17580 |
Skewness | 44.619587 |
Sum | 1.2903156 × 109 |
Variance | 1.4519584 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2380 | 470 | 4.7% |
2400 | 154 | 1.5% |
10940 | 98 | 1.0% |
14500 | 98 | 1.0% |
11660 | 93 | 0.9% |
9520 | 92 | 0.9% |
12360 | 91 | 0.9% |
16640 | 89 | 0.9% |
10220 | 85 | 0.9% |
5940 | 84 | 0.8% |
Other values (3294) | 8646 |
Value | Count | Frequency (%) |
0 | 44 | |
150 | 1 | < 0.1% |
200 | 1 | < 0.1% |
420 | 1 | < 0.1% |
580 | 1 | < 0.1% |
610 | 1 | < 0.1% |
730 | 2 | < 0.1% |
920 | 9 | 0.1% |
960 | 1 | < 0.1% |
1080 | 1 | < 0.1% |
Value | Count | Frequency (%) |
85457810 | 1 | |
40702040 | 1 | |
30218930 | 1 | |
28208830 | 1 | |
20651330 | 1 | |
16942700 | 1 | |
15662500 | 1 | |
15417930 | 1 | |
14964740 | 1 | |
14553200 | 1 |
하수도수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 2431 |
---|---|
Distinct (%) | 24.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 91064.725 |
Minimum | 0 |
---|---|
Maximum | 59039980 |
Zeros | 972 |
Zeros (%) | 9.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5400 |
median | 14800 |
Q3 | 38020 |
95-th percentile | 226765.5 |
Maximum | 59039980 |
Range | 59039980 |
Interquartile range (IQR) | 32620 |
Descriptive statistics
Standard deviation | 900851.92 |
---|---|
Coefficient of variation (CV) | 9.8924356 |
Kurtosis | 2902.158 |
Mean | 91064.725 |
Median Absolute Deviation (MAD) | 11660 |
Skewness | 48.469248 |
Sum | 9.1064725 × 108 |
Variance | 8.1153419 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 972 | 9.7% |
5840 | 138 | 1.4% |
5400 | 133 | 1.3% |
7200 | 126 | 1.3% |
7640 | 124 | 1.2% |
4940 | 121 | 1.2% |
8100 | 120 | 1.2% |
9000 | 117 | 1.2% |
6300 | 116 | 1.2% |
8540 | 113 | 1.1% |
Other values (2421) | 7920 |
Value | Count | Frequency (%) |
0 | 972 | |
30 | 2 | < 0.1% |
60 | 2 | < 0.1% |
440 | 81 | 0.8% |
450 | 8 | 0.1% |
490 | 1 | < 0.1% |
580 | 11 | 0.1% |
620 | 1 | < 0.1% |
680 | 1 | < 0.1% |
900 | 78 | 0.8% |
Value | Count | Frequency (%) |
59039980 | 1 | |
51360400 | 1 | |
13469200 | 1 | |
11502880 | 1 | |
11310200 | 1 | |
10078840 | 1 | |
9849600 | 1 | |
9679400 | 1 | |
9403720 | 1 | |
7877480 | 1 |
물이용수납금액
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 1407 |
---|---|
Distinct (%) | 14.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18833.88 |
Minimum | 0 |
---|---|
Maximum | 12835100 |
Zeros | 859 |
Zeros (%) | 8.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1640 |
median | 4280 |
Q3 | 9600 |
95-th percentile | 41582 |
Maximum | 12835100 |
Range | 12835100 |
Interquartile range (IQR) | 7960 |
Descriptive statistics
Standard deviation | 174220.1 |
---|---|
Coefficient of variation (CV) | 9.2503564 |
Kurtosis | 3044.9453 |
Mean | 18833.88 |
Median Absolute Deviation (MAD) | 3240 |
Skewness | 46.388473 |
Sum | 1.883388 × 108 |
Variance | 3.0352644 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 859 | 8.6% |
1780 | 162 | 1.6% |
1640 | 159 | 1.6% |
1040 | 156 | 1.6% |
440 | 150 | 1.5% |
1920 | 147 | 1.5% |
880 | 146 | 1.5% |
140 | 143 | 1.4% |
1180 | 139 | 1.4% |
1480 | 134 | 1.3% |
Other values (1397) | 7805 |
Value | Count | Frequency (%) |
0 | 859 | |
10 | 3 | < 0.1% |
20 | 1 | < 0.1% |
60 | 1 | < 0.1% |
80 | 1 | < 0.1% |
90 | 1 | < 0.1% |
120 | 1 | < 0.1% |
140 | 143 | 1.4% |
150 | 25 | 0.2% |
280 | 102 | 1.0% |
Value | Count | Frequency (%) |
12835100 | 1 | |
4592080 | 1 | |
3352050 | 1 | |
3159840 | 1 | |
2956610 | 1 | |
2875670 | 1 | |
2870720 | 1 | |
2345930 | 1 | |
2344720 | 1 | |
2305480 | 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 | 19 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2022-01-31 | |
---|---|
2021-12-31 | |
2022-02-28 | 16 |
2022-02-04 | 4 |
2022-02-03 | 3 |
Other values (14) | 18 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 10 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 2022-01-31 |
---|---|
2nd row | 2022-01-31 |
3rd row | 2021-12-31 |
4th row | 2022-01-31 |
5th row | 2022-01-31 |
Common Values
Value | Count | Frequency (%) |
2022-01-31 | 9015 | |
2021-12-31 | 944 | 9.4% |
2022-02-28 | 16 | 0.2% |
2022-02-04 | 4 | < 0.1% |
2022-02-03 | 3 | < 0.1% |
2022-01-21 | 2 | < 0.1% |
2022-02-07 | 2 | < 0.1% |
2022-01-04 | 2 | < 0.1% |
2022-02-12 | 2 | < 0.1% |
2022-01-17 | 1 | < 0.1% |
Other values (9) | 9 | 0.1% |
Length
Value | Count | Frequency (%) |
2022-01-31 | 9015 | |
2021-12-31 | 944 | 9.4% |
2022-02-28 | 16 | 0.2% |
2022-02-04 | 4 | < 0.1% |
2022-02-03 | 3 | < 0.1% |
2022-01-21 | 2 | < 0.1% |
2022-02-07 | 2 | < 0.1% |
2022-01-04 | 2 | < 0.1% |
2022-02-12 | 2 | < 0.1% |
2022-02-18 | 1 | < 0.1% |
Other values (9) | 9 | 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
  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 | 납기후 |
4th row | 납기내 |
5th row | 납기내 |
Common Values
Value | Count | Frequency (%) |
납기내 | 9050 | |
납기후 | 950 | 9.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
납기내 | 9050 | |
납기후 | 950 | 9.5% |
은행명
Categorical
HIGH CORRELATION
 
Distinct | 33 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
부산은행 | |
---|---|
새마을금고중앙회 | |
농협은행 | |
국민은행 | |
지역농축협 | |
Other values (28) |
Length
Max length | 8 |
---|---|
Median length | 4 |
Mean length | 4.7389 |
Min length | 2 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 지역농축협 |
---|---|
2nd row | 새마을금고중앙회 |
3rd row | 신한카드 |
4th row | 롯데카드 |
5th row | 농협은행 |
Common Values
Value | Count | Frequency (%) |
부산은행 | 3352 | |
새마을금고중앙회 | 1416 | |
농협은행 | 1035 | 10.3% |
국민은행 | 1015 | 10.2% |
지역농축협 | 571 | 5.7% |
우리은행 | 406 | 4.1% |
신한은행 | 314 | 3.1% |
우체국 | 306 | 3.1% |
KEB하나은행 | 252 | 2.5% |
기업은행 | 251 | 2.5% |
Other values (23) | 1082 | 10.8% |
Length
Value | Count | Frequency (%) |
부산은행 | 3352 | |
새마을금고중앙회 | 1416 | |
농협은행 | 1035 | 10.3% |
국민은행 | 1015 | 10.2% |
지역농축협 | 571 | 5.7% |
우리은행 | 406 | 4.1% |
신한은행 | 314 | 3.1% |
우체국 | 306 | 3.1% |
keb하나은행 | 252 | 2.5% |
기업은행 | 251 | 2.5% |
Other values (23) | 1082 | 10.8% |
일련번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9778 |
---|---|
Distinct (%) | 97.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 25402074 |
Minimum | 1 |
---|---|
Maximum | 3.0287484 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1073.35 |
Q1 | 19850.5 |
median | 40603.5 |
Q3 | 62269.5 |
95-th percentile | 7727920 |
Maximum | 3.0287484 × 109 |
Range | 3.0287484 × 109 |
Interquartile range (IQR) | 42419 |
Descriptive statistics
Standard deviation | 2.1600574 × 108 |
---|---|
Coefficient of variation (CV) | 8.5034687 |
Kurtosis | 130.69624 |
Mean | 25402074 |
Median Absolute Deviation (MAD) | 21158 |
Skewness | 10.837971 |
Sum | 2.5402074 × 1011 |
Variance | 4.6658481 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 6 | 0.1% |
7 | 6 | 0.1% |
70 | 5 | 0.1% |
45 | 5 | 0.1% |
52 | 5 | 0.1% |
18 | 5 | 0.1% |
40 | 5 | 0.1% |
63 | 4 | < 0.1% |
100 | 4 | < 0.1% |
44 | 4 | < 0.1% |
Other values (9768) | 9951 |
Value | Count | Frequency (%) |
1 | 2 | < 0.1% |
2 | 3 | |
3 | 3 | |
4 | 6 | |
5 | 3 | |
6 | 2 | < 0.1% |
7 | 6 | |
8 | 3 | |
9 | 2 | < 0.1% |
10 | 1 | < 0.1% |
Value | Count | Frequency (%) |
3028748400 | 1 | |
3028740100 | 1 | |
3028735300 | 1 | |
3028730200 | 1 | |
3028729600 | 1 | |
3028726300 | 1 | |
3028721300 | 1 | |
3028717700 | 1 | |
3028714600 | 1 | |
3028714200 | 1 |
구코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 302.302 |
Minimum | 0 |
---|---|
Maximum | 710 |
Zeros | 5 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 170 |
Q1 | 230 |
median | 290 |
Q3 | 380 |
95-th percentile | 500 |
Maximum | 710 |
Range | 710 |
Interquartile range (IQR) | 150 |
Descriptive statistics
Standard deviation | 107.53882 |
---|---|
Coefficient of variation (CV) | 0.35573307 |
Kurtosis | 1.7681379 |
Mean | 302.302 |
Median Absolute Deviation (MAD) | 60 |
Skewness | 0.97037637 |
Sum | 3023020 |
Variance | 11564.597 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
230 | 1693 | |
380 | 1206 | |
290 | 1098 | |
260 | 1031 | |
350 | 785 | |
170 | 762 | |
200 | 747 | |
410 | 684 | |
320 | 656 | 6.6% |
530 | 221 | 2.2% |
Other values (7) | 1117 |
Value | Count | Frequency (%) |
0 | 5 | 0.1% |
110 | 171 | 1.7% |
140 | 216 | 2.2% |
170 | 762 | |
200 | 747 | |
230 | 1693 | |
260 | 1031 | |
290 | 1098 | |
320 | 656 | 6.6% |
350 | 785 |
Value | Count | Frequency (%) |
710 | 157 | 1.6% |
530 | 221 | 2.2% |
500 | 194 | 1.9% |
470 | 187 | 1.9% |
440 | 187 | 1.9% |
410 | 684 | |
380 | 1206 | |
350 | 785 | |
320 | 656 | |
290 | 1098 |
구명
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
부산진구 | |
---|---|
사하구 | |
남구 | |
동래구 | |
해운대구 | |
Other values (12) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 2.958 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 남구 |
---|---|
2nd row | 사하구 |
3rd row | 사상구 |
4th row | 기장군 |
5th row | 동구 |
Common Values
Value | Count | Frequency (%) |
부산진구 | 1693 | |
사하구 | 1206 | |
남구 | 1098 | |
동래구 | 1031 | |
해운대구 | 785 | |
동구 | 762 | |
영도구 | 747 | |
금정구 | 684 | |
북구 | 656 | 6.6% |
사상구 | 221 | 2.2% |
Other values (7) | 1117 |
Length
Value | Count | Frequency (%) |
부산진구 | 1693 | |
사하구 | 1206 | |
남구 | 1098 | |
동래구 | 1031 | |
해운대구 | 785 | |
동구 | 762 | |
영도구 | 747 | |
금정구 | 684 | |
북구 | 656 | 6.6% |
사상구 | 221 | 2.2% |
Other values (7) | 1117 |
사업소코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 293.7837 |
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 | 304 |
Q3 | 307 |
95-th percentile | 309 |
Maximum | 312 |
Range | 211 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 24.68829 |
---|---|
Coefficient of variation (CV) | 0.084035602 |
Kurtosis | 2.0639114 |
Mean | 293.7837 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -1.6941397 |
Sum | 2937837 |
Variance | 609.51167 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
244 | 1902 | |
304 | 1693 | |
306 | 1292 | |
309 | 1206 | |
301 | 933 | |
307 | 877 | |
308 | 785 | |
303 | 747 | 7.5% |
302 | 216 | 2.2% |
311 | 187 | 1.9% |
Other values (2) | 162 | 1.6% |
Value | Count | Frequency (%) |
101 | 5 | 0.1% |
244 | 1902 | |
301 | 933 | |
302 | 216 | 2.2% |
303 | 747 | 7.5% |
304 | 1693 | |
306 | 1292 | |
307 | 877 | |
308 | 785 | |
309 | 1206 |
Value | Count | Frequency (%) |
312 | 157 | 1.6% |
311 | 187 | 1.9% |
309 | 1206 | |
308 | 785 | |
307 | 877 | |
306 | 1292 | |
304 | 1693 | |
303 | 747 | |
302 | 216 | 2.2% |
301 | 933 |
사업소명
Categorical
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
동래통합사업소 | |
---|---|
부산진 사업소 | |
남부 사업소 | |
사하 사업소 | |
중동부 사업소 | |
Other values (7) |
Length
Max length | 9 |
---|---|
Median length | 8 |
Mean length | 8.2765 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 남부 사업소 |
---|---|
2nd row | 사하 사업소 |
3rd row | 북부 사업소 |
4th row | 기장 사업소 |
5th row | 중동부 사업소 |
Common Values
Value | Count | Frequency (%) |
동래통합사업소 | 1902 | |
부산진 사업소 | 1693 | |
남부 사업소 | 1292 | |
사하 사업소 | 1206 | |
중동부 사업소 | 933 | |
북부 사업소 | 877 | |
해운대 사업소 | 785 | |
영도 사업소 | 747 | 7.5% |
서부 사업소 | 216 | 2.2% |
강서 사업소 | 187 | 1.9% |
Other values (2) | 162 | 1.6% |
Length
Value | Count | Frequency (%) |
사업소 | 8093 | |
동래통합사업소 | 1902 | 10.5% |
부산진 | 1693 | 9.4% |
남부 | 1292 | 7.1% |
사하 | 1206 | 6.7% |
중동부 | 933 | 5.2% |
북부 | 877 | 4.8% |
해운대 | 785 | 4.3% |
영도 | 747 | 4.1% |
서부 | 216 | 1.2% |
Other values (3) | 349 | 1.9% |
연번 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 납기내일자 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.780 | 0.525 | 0.000 | 0.019 | 0.030 | 0.014 | 0.596 | 0.944 | 0.303 | 0.263 | 0.359 | 0.440 | 0.162 | 0.339 |
수납일자 | 0.780 | 1.000 | 0.730 | 0.038 | 0.206 | 0.000 | 0.000 | 0.718 | 0.920 | 0.480 | 0.439 | 0.405 | 0.393 | 0.196 | 0.310 |
수납방법 | 0.525 | 0.730 | 1.000 | 0.047 | 0.097 | 0.000 | 0.000 | 0.337 | 0.494 | 0.882 | 0.284 | 0.385 | 0.374 | 0.120 | 0.271 |
수납금액합계 | 0.000 | 0.038 | 0.047 | 1.000 | 0.882 | 0.880 | 0.895 | 0.602 | 0.024 | 0.000 | 0.095 | 0.331 | 0.000 | 0.424 | 0.357 |
상수도수납금액 | 0.019 | 0.206 | 0.097 | 0.882 | 1.000 | 0.749 | 0.769 | 0.820 | 0.035 | 0.000 | 0.226 | 0.381 | 0.036 | 0.617 | 0.466 |
하수도수납금액 | 0.030 | 0.000 | 0.000 | 0.880 | 0.749 | 1.000 | 0.983 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
물이용수납금액 | 0.014 | 0.000 | 0.000 | 0.895 | 0.769 | 0.983 | 1.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
납기내일자 | 0.596 | 0.718 | 0.337 | 0.602 | 0.820 | 0.000 | 0.000 | 1.000 | 0.991 | 0.078 | 0.681 | 0.610 | 0.240 | 0.743 | 0.577 |
납기내후수납구분 | 0.944 | 0.920 | 0.494 | 0.024 | 0.035 | 0.023 | 0.022 | 0.991 | 1.000 | 0.141 | 0.179 | 0.223 | 0.300 | 0.024 | 0.227 |
은행명 | 0.303 | 0.480 | 0.882 | 0.000 | 0.000 | 0.000 | 0.000 | 0.078 | 0.141 | 1.000 | 0.079 | 0.282 | 0.324 | 0.103 | 0.272 |
일련번호 | 0.263 | 0.439 | 0.284 | 0.095 | 0.226 | 0.000 | 0.000 | 0.681 | 0.179 | 0.079 | 1.000 | 0.217 | 0.231 | 0.121 | 0.289 |
구코드 | 0.359 | 0.405 | 0.385 | 0.331 | 0.381 | 0.000 | 0.000 | 0.610 | 0.223 | 0.282 | 0.217 | 1.000 | 1.000 | 0.968 | 0.965 |
구명 | 0.440 | 0.393 | 0.374 | 0.000 | 0.036 | 0.000 | 0.000 | 0.240 | 0.300 | 0.324 | 0.231 | 1.000 | 1.000 | 1.000 | 1.000 |
사업소코드 | 0.162 | 0.196 | 0.120 | 0.424 | 0.617 | 0.000 | 0.000 | 0.743 | 0.024 | 0.103 | 0.121 | 0.968 | 1.000 | 1.000 | 1.000 |
사업소명 | 0.339 | 0.310 | 0.271 | 0.357 | 0.466 | 0.000 | 0.000 | 0.577 | 0.227 | 0.272 | 0.289 | 0.965 | 1.000 | 1.000 | 1.000 |
납기내후수납구분 | 은행명 | 수납방법 | 납기내일자 | 수납일자 | 구명 | 사업소명 | |
---|---|---|---|---|---|---|---|
납기내후수납구분 | 1.000 | 0.119 | 0.388 | 0.996 | 0.849 | 0.235 | 0.176 |
은행명 | 0.119 | 1.000 | 0.503 | 0.021 | 0.096 | 0.097 | 0.091 |
수납방법 | 0.388 | 0.503 | 1.000 | 0.118 | 0.314 | 0.138 | 0.105 |
납기내일자 | 0.996 | 0.021 | 0.118 | 1.000 | 0.269 | 0.079 | 0.244 |
수납일자 | 0.849 | 0.096 | 0.314 | 0.269 | 1.000 | 0.121 | 0.105 |
구명 | 0.235 | 0.097 | 0.138 | 0.079 | 0.121 | 1.000 | 1.000 |
사업소명 | 0.176 | 0.091 | 0.105 | 0.244 | 0.105 | 1.000 | 1.000 |
연번 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 일련번호 | 구코드 | 사업소코드 | 수납일자 | 수납방법 | 납기내일자 | 납기내후수납구분 | 은행명 | 구명 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.021 | 0.018 | 0.043 | 0.032 | -0.048 | -0.007 | -0.034 | 0.410 | 0.243 | 0.270 | 0.799 | 0.111 | 0.189 | 0.149 |
수납금액합계 | 0.021 | 1.000 | 0.987 | 0.962 | 0.959 | 0.015 | 0.059 | 0.017 | 0.015 | 0.017 | 0.318 | 0.026 | 0.000 | 0.000 | 0.182 |
상수도수납금액 | 0.018 | 0.987 | 1.000 | 0.938 | 0.971 | 0.020 | 0.063 | 0.023 | 0.090 | 0.047 | 0.559 | 0.025 | 0.000 | 0.018 | 0.201 |
하수도수납금액 | 0.043 | 0.962 | 0.938 | 1.000 | 0.944 | -0.005 | 0.030 | -0.008 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 |
물이용수납금액 | 0.032 | 0.959 | 0.971 | 0.944 | 1.000 | 0.007 | 0.053 | 0.015 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 |
일련번호 | -0.048 | 0.015 | 0.020 | -0.005 | 0.007 | 1.000 | 0.543 | 0.288 | 0.240 | 0.164 | 0.446 | 0.119 | 0.041 | 0.110 | 0.137 |
구코드 | -0.007 | 0.059 | 0.063 | 0.030 | 0.053 | 0.543 | 1.000 | 0.473 | 0.160 | 0.173 | 0.291 | 0.223 | 0.107 | 1.000 | 0.849 |
사업소코드 | -0.034 | 0.017 | 0.023 | -0.008 | 0.015 | 0.288 | 0.473 | 1.000 | 0.091 | 0.066 | 0.548 | 0.039 | 0.047 | 0.999 | 1.000 |
수납일자 | 0.410 | 0.015 | 0.090 | 0.000 | 0.000 | 0.240 | 0.160 | 0.091 | 1.000 | 0.314 | 0.269 | 0.849 | 0.096 | 0.121 | 0.105 |
수납방법 | 0.243 | 0.017 | 0.047 | 0.000 | 0.000 | 0.164 | 0.173 | 0.066 | 0.314 | 1.000 | 0.118 | 0.388 | 0.503 | 0.138 | 0.105 |
납기내일자 | 0.270 | 0.318 | 0.559 | 0.000 | 0.000 | 0.446 | 0.291 | 0.548 | 0.269 | 0.118 | 1.000 | 0.996 | 0.021 | 0.079 | 0.244 |
납기내후수납구분 | 0.799 | 0.026 | 0.025 | 0.028 | 0.027 | 0.119 | 0.223 | 0.039 | 0.849 | 0.388 | 0.996 | 1.000 | 0.119 | 0.235 | 0.176 |
은행명 | 0.111 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.107 | 0.047 | 0.096 | 0.503 | 0.021 | 0.119 | 1.000 | 0.097 | 0.091 |
구명 | 0.189 | 0.000 | 0.018 | 0.000 | 0.000 | 0.110 | 1.000 | 0.999 | 0.121 | 0.138 | 0.079 | 0.235 | 0.097 | 1.000 | 1.000 |
사업소명 | 0.149 | 0.182 | 0.201 | 0.000 | 0.000 | 0.137 | 0.849 | 1.000 | 0.105 | 0.105 | 0.244 | 0.176 | 0.091 | 1.000 | 1.000 |
연번 | 구분 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 기타금액 | 납기내일자 | 체납시작년월 | 체납종료년월 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26302 | 26303 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 65280 | 36600 | 21600 | 7080 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 지역농축협 | 39353 | 290 | 남구 | 306 | 남부 사업소 |
37911 | 37912 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 253300 | 154400 | 78380 | 20520 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 새마을금고중앙회 | 54565 | 380 | 사하구 | 309 | 사하 사업소 |
6205 | 6206 | 당월정상수납 | 2022-01-04 | 카드(ARS) | 45070 | 25710 | 14550 | 4810 | 0 | 2021-12-31 | <NA> | <NA> | 납기후 | 신한카드 | 525515 | 530 | 사상구 | 307 | 북부 사업소 |
24260 | 24261 | 당월정상수납 | 2022-01-22 | 카드(간단E) | 22560 | 19140 | 0 | 3420 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 롯데카드 | 214 | 710 | 기장군 | 312 | 기장 사업소 |
25058 | 25059 | 당월정상수납 | 2022-01-23 | 가상계좌 | 2400 | 2400 | 0 | 0 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 농협은행 | 938000 | 170 | 동구 | 301 | 중동부 사업소 |
64906 | 64907 | 당월정상수납 | 2022-01-27 | 인터넷뱅킹(간단E) | 200760 | 100800 | 87740 | 12220 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 국민은행 | 2284 | 290 | 남구 | 306 | 남부 사업소 |
39129 | 39130 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 78800 | 43260 | 27280 | 8260 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 신협중앙회 | 16520 | 200 | 영도구 | 303 | 영도 사업소 |
23041 | 23042 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 11560 | 7380 | 3140 | 1040 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 새마을금고중앙회 | 43054 | 290 | 남구 | 306 | 남부 사업소 |
15472 | 15473 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 52200 | 29480 | 17100 | 5620 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 농협은행 | 35949 | 290 | 남구 | 306 | 남부 사업소 |
2808 | 2809 | 당월정상수납 | 2022-01-10 | 가상계좌 | 10300 | 6720 | 2700 | 880 | 0 | 2021-12-31 | <NA> | <NA> | 납기후 | 부산은행 | 8863800 | 530 | 사상구 | 307 | 북부 사업소 |
연번 | 구분 | 수납일자 | 수납방법 | 수납금액합계 | 상수도수납금액 | 하수도수납금액 | 물이용수납금액 | 기타금액 | 납기내일자 | 체납시작년월 | 체납종료년월 | 납기내후수납구분 | 은행명 | 일련번호 | 구코드 | 구명 | 사업소코드 | 사업소명 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58499 | 58500 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 24640 | 14500 | 7640 | 2500 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 농협은행 | 60636 | 410 | 금정구 | 244 | 동래통합사업소 |
65840 | 65841 | 당월정상수납 | 2022-01-31 | 가상계좌 | 27440 | 16080 | 8540 | 2820 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 우리은행 | 2063800 | 230 | 부산진구 | 304 | 부산진 사업소 |
63897 | 63898 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 1805000 | 728660 | 989680 | 86660 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 기업은행 | 19640 | 230 | 부산진구 | 304 | 부산진 사업소 |
46392 | 46393 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 18120 | 10940 | 5400 | 1780 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 부산은행 | 20326 | 230 | 부산진구 | 304 | 부산진 사업소 |
62663 | 62664 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 104600 | 57980 | 35100 | 11520 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 부산은행 | 52405 | 380 | 사하구 | 309 | 사하 사업소 |
64587 | 64588 | 당월정상수납 | 2022-01-28 | 가상계좌 | 2467170 | 981350 | 1374750 | 111070 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | KEB하나은행 | 5682700 | 380 | 사하구 | 309 | 사하 사업소 |
3196 | 3197 | 당월정상수납 | 2022-01-13 | 가상계좌 | 22160 | 13200 | 6740 | 2220 | 0 | 2021-12-31 | <NA> | <NA> | 납기후 | 부산은행 | 6255700 | 410 | 금정구 | 244 | 동래통합사업소 |
51350 | 51351 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 520400 | 283440 | 185740 | 51220 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 부산은행 | 48509 | 350 | 해운대구 | 308 | 해운대 사업소 |
27645 | 27646 | 당월정상수납 | 2022-01-23 | 가상계좌 | 10220 | 8880 | 0 | 1340 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 부산은행 | 7524300 | 440 | 강서구 | 311 | 강서 사업소 |
61350 | 61351 | 당월정상수납 | 2022-01-31 | 통장(자동납부) | 419100 | 229060 | 143100 | 46940 | 0 | 2022-01-31 | <NA> | <NA> | 납기내 | 국민은행 | 35802 | 290 | 남구 | 306 | 남부 사업소 |