Dataset statistics
Number of variables | 14 |
---|---|
Number of observations | 408 |
Missing cells | 2344 |
Missing cells (%) | 41.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 49.9 KiB |
Average record size in memory | 125.3 B |
Variable types
Numeric | 6 |
---|---|
Unsupported | 5 |
Categorical | 3 |
Dataset
Description | 한국주택금융공사 채권관리부 업무 관련 공개 공공데이터 (해당 부서의 업무와 관련된 데이터베이스에서 공개 가능한 원천 데이터) |
---|---|
Author | 한국주택금융공사 |
URL | https://www.data.go.kr/data/15073222/fileData.do |
DISCHRG_MTHD_CD is highly overall correlated with HUSPCL_RSN_DCNT | High correlation |
REG_BRCD is highly overall correlated with HUSPCL_RSN_DCNT | High correlation |
HUSPCL_RSN_DCNT is highly overall correlated with ACPT_PTNO and 7 other fields | High correlation |
ACPT_PTNO is highly overall correlated with BBNAPPRV_NOTI_DY and 2 other fields | High correlation |
MDBTR_CUST_NO is highly overall correlated with HUSPCL_RSN_DCNT | High correlation |
SPCL_RSN_DCNT is highly overall correlated with HUSPCL_RSN_DCNT | High correlation |
BBNAPPRV_NOTI_DY is highly overall correlated with ACPT_PTNO and 1 other fields | High correlation |
RMT_BNK_CD is highly overall correlated with HUSPCL_RSN_DCNT | High correlation |
REG_ENO is highly overall correlated with ACPT_PTNO and 1 other fields | High correlation |
DISCHRG_MTHD_CD is highly imbalanced (90.5%) | Imbalance |
DEMND_DY has 408 (100.0%) missing values | Missing |
ACPT_DY has 408 (100.0%) missing values | Missing |
DISCHRG_APPRV_DY has 408 (100.0%) missing values | Missing |
BBNAPPRV_NOTI_DY has 297 (72.8%) missing values | Missing |
HQ_REQ_DY has 408 (100.0%) missing values | Missing |
RMT_BNK_CD has 7 (1.7%) missing values | Missing |
REG_TS has 408 (100.0%) missing values | Missing |
ACPT_PTNO has unique values | Unique |
DEMND_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
ACPT_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DISCHRG_APPRV_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
HQ_REQ_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
REG_TS is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
SPCL_RSN_DCNT has 374 (91.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 12:01:04.348376 |
---|---|
Analysis finished | 2023-12-12 12:01:09.649449 |
Duration | 5.3 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
ACPT_PTNO
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 408 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.017388 × 1010 |
Minimum | 2.00804 × 1010 |
---|---|
Maximum | 2.02004 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 2.00804 × 1010 |
---|---|
5-th percentile | 2.01304 × 1010 |
Q1 | 2.01604 × 1010 |
median | 2.01804 × 1010 |
Q3 | 2.01904 × 1010 |
95-th percentile | 2.02004 × 1010 |
Maximum | 2.02004 × 1010 |
Range | 1.200001 × 108 |
Interquartile range (IQR) | 30000054 |
Descriptive statistics
Standard deviation | 24346904 |
---|---|
Coefficient of variation (CV) | 0.0012068528 |
Kurtosis | 0.34934708 |
Mean | 2.017388 × 1010 |
Median Absolute Deviation (MAD) | 19999982 |
Skewness | -0.9331284 |
Sum | 8.2309432 × 1012 |
Variance | 5.9277176 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20200400097 | 1 | 0.2% |
20170400004 | 1 | 0.2% |
20160400049 | 1 | 0.2% |
20160400050 | 1 | 0.2% |
20160400052 | 1 | 0.2% |
20160400053 | 1 | 0.2% |
20160400057 | 1 | 0.2% |
20160400055 | 1 | 0.2% |
20160400058 | 1 | 0.2% |
20170400001 | 1 | 0.2% |
Other values (398) | 398 |
Value | Count | Frequency (%) |
20080400001 | 1 | |
20100400002 | 1 | |
20100400003 | 1 | |
20100400004 | 1 | |
20100400005 | 1 | |
20100400006 | 1 | |
20110400001 | 1 | |
20110400003 | 1 | |
20120400001 | 1 | |
20120400002 | 1 |
Value | Count | Frequency (%) |
20200400097 | 1 | |
20200400096 | 1 | |
20200400095 | 1 | |
20200400094 | 1 | |
20200400093 | 1 | |
20200400092 | 1 | |
20200400091 | 1 | |
20200400090 | 1 | |
20200400089 | 1 | |
20200400088 | 1 |
MDBTR_CUST_NO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 406 |
---|---|
Distinct (%) | 99.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 84909455 |
Minimum | 8032944 |
---|---|
Maximum | 1.2861801 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 8032944 |
---|---|
5-th percentile | 52350345 |
Q1 | 74547150 |
median | 85793293 |
Q3 | 96846553 |
95-th percentile | 1.1558469 × 108 |
Maximum | 1.2861801 × 108 |
Range | 1.2058507 × 108 |
Interquartile range (IQR) | 22299403 |
Descriptive statistics
Standard deviation | 20162354 |
---|---|
Coefficient of variation (CV) | 0.23745711 |
Kurtosis | 2.375146 |
Mean | 84909455 |
Median Absolute Deviation (MAD) | 11075132 |
Skewness | -0.89544345 |
Sum | 3.4643058 × 1010 |
Variance | 4.0652051 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
84360781 | 2 | 0.5% |
85863766 | 2 | 0.5% |
79584640 | 1 | 0.2% |
110476206 | 1 | 0.2% |
88293210 | 1 | 0.2% |
99459043 | 1 | 0.2% |
66300280 | 1 | 0.2% |
82978955 | 1 | 0.2% |
75086896 | 1 | 0.2% |
69898508 | 1 | 0.2% |
Other values (396) | 396 |
Value | Count | Frequency (%) |
8032944 | 1 | |
8571201 | 1 | |
8583309 | 1 | |
8833855 | 1 | |
9255348 | 1 | |
16272880 | 1 | |
21615348 | 1 | |
23260050 | 1 | |
25547658 | 1 | |
30986754 | 1 |
Value | Count | Frequency (%) |
128618014 | 1 | |
128197962 | 1 | |
126725747 | 1 | |
126546515 | 1 | |
124393498 | 1 | |
123864494 | 1 | |
122844444 | 1 | |
121671867 | 1 | |
120992589 | 1 | |
119588894 | 1 |
DEMND_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 408 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.7 KiB |
ACPT_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 408 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.7 KiB |
SPCL_RSN_DCNT
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 4.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4926471 |
Minimum | 0 |
---|---|
Maximum | 139 |
Zeros | 374 |
Zeros (%) | 91.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 6 |
Maximum | 139 |
Range | 139 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 10.422992 |
---|---|
Coefficient of variation (CV) | 6.9828913 |
Kurtosis | 138.87771 |
Mean | 1.4926471 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.33164 |
Sum | 609 |
Variance | 108.63877 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 374 | |
6 | 3 | 0.7% |
7 | 3 | 0.7% |
17 | 3 | 0.7% |
5 | 3 | 0.7% |
3 | 3 | 0.7% |
4 | 2 | 0.5% |
11 | 2 | 0.5% |
8 | 2 | 0.5% |
13 | 2 | 0.5% |
Other values (9) | 11 | 2.7% |
Value | Count | Frequency (%) |
0 | 374 | |
1 | 2 | 0.5% |
2 | 1 | 0.2% |
3 | 3 | 0.7% |
4 | 2 | 0.5% |
5 | 3 | 0.7% |
6 | 3 | 0.7% |
7 | 3 | 0.7% |
8 | 2 | 0.5% |
9 | 1 | 0.2% |
Value | Count | Frequency (%) |
139 | 1 | 0.2% |
132 | 1 | 0.2% |
71 | 1 | 0.2% |
26 | 1 | 0.2% |
17 | 3 | |
16 | 2 | |
13 | 2 | |
11 | 2 | |
10 | 1 | 0.2% |
9 | 1 | 0.2% |
DISCHRG_APPRV_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 408 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.7 KiB |
BBNAPPRV_NOTI_DY
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 104 |
---|---|
Distinct (%) | 93.7% |
Missing | 297 |
Missing (%) | 72.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20168773 |
Minimum | 20100616 |
---|---|
Maximum | 20200825 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 20100616 |
---|---|
5-th percentile | 20121074 |
Q1 | 20150916 |
median | 20171120 |
Q3 | 20190772 |
95-th percentile | 20200666 |
Maximum | 20200825 |
Range | 100209 |
Interquartile range (IQR) | 39856.5 |
Descriptive statistics
Standard deviation | 25902.148 |
---|---|
Coefficient of variation (CV) | 0.0012842699 |
Kurtosis | -0.57028073 |
Mean | 20168773 |
Median Absolute Deviation (MAD) | 19796 |
Skewness | -0.61951302 |
Sum | 2.2387338 × 109 |
Variance | 6.7092128 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20190909 | 3 | 0.7% |
20180125 | 2 | 0.5% |
20130411 | 2 | 0.5% |
20200319 | 2 | 0.5% |
20161121 | 2 | 0.5% |
20200219 | 2 | 0.5% |
20161215 | 1 | 0.2% |
20161125 | 1 | 0.2% |
20150810 | 1 | 0.2% |
20151022 | 1 | 0.2% |
Other values (94) | 94 | 23.0% |
(Missing) | 297 |
Value | Count | Frequency (%) |
20100616 | 1 | |
20101012 | 1 | |
20120531 | 1 | |
20120608 | 1 | |
20120613 | 1 | |
20121029 | 1 | |
20121119 | 1 | |
20130319 | 1 | |
20130411 | 2 | |
20130530 | 1 |
Value | Count | Frequency (%) |
20200825 | 1 | |
20200805 | 1 | |
20200721 | 1 | |
20200720 | 1 | |
20200715 | 1 | |
20200703 | 1 | |
20200630 | 1 | |
20200629 | 1 | |
20200610 | 1 | |
20200527 | 1 |
HQ_REQ_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 408 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.7 KiB |
HUSPCL_RSN_DCNT
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.3 KiB |
<NA> | |
---|---|
0 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.0735294 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 282 | |
0 | 126 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 282 | |
0 | 126 |
RMT_BNK_CD
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 15 |
---|---|
Distinct (%) | 3.7% |
Missing | 7 |
Missing (%) | 1.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.361596 |
Minimum | 3 |
---|---|
Maximum | 88 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 4 |
Q1 | 4 |
median | 11 |
Q3 | 31 |
95-th percentile | 88 |
Maximum | 88 |
Range | 85 |
Interquartile range (IQR) | 27 |
Descriptive statistics
Standard deviation | 30.167804 |
---|---|
Coefficient of variation (CV) | 1.2383345 |
Kurtosis | 0.23528831 |
Mean | 24.361596 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 1.3879865 |
Sum | 9769 |
Variance | 910.09642 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 150 | |
11 | 81 | |
88 | 44 | 10.8% |
20 | 42 | 10.3% |
81 | 30 | 7.4% |
3 | 19 | 4.7% |
31 | 11 | 2.7% |
32 | 7 | 1.7% |
39 | 7 | 1.7% |
21 | 3 | 0.7% |
Other values (5) | 7 | 1.7% |
(Missing) | 7 | 1.7% |
Value | Count | Frequency (%) |
3 | 19 | 4.7% |
4 | 150 | |
5 | 1 | 0.2% |
11 | 81 | |
12 | 1 | 0.2% |
19 | 1 | 0.2% |
20 | 42 | 10.3% |
21 | 3 | 0.7% |
31 | 11 | 2.7% |
32 | 7 | 1.7% |
Value | Count | Frequency (%) |
88 | 44 | |
81 | 30 | |
39 | 7 | 1.7% |
37 | 2 | 0.5% |
34 | 2 | 0.5% |
32 | 7 | 1.7% |
31 | 11 | 2.7% |
21 | 3 | 0.7% |
20 | 42 | |
19 | 1 | 0.2% |
DISCHRG_MTHD_CD
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.3 KiB |
2 | |
---|---|
<NA> | 7 |
1 | 1 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 1.0514706 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 400 | |
<NA> | 7 | 1.7% |
1 | 1 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 400 | |
na | 7 | 1.7% |
1 | 1 | 0.2% |
REG_TS
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 408 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.7 KiB |
REG_ENO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 154 |
---|---|
Distinct (%) | 37.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1820.1618 |
Minimum | 1020 |
---|---|
Maximum | 52549 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.7 KiB |
Quantile statistics
Minimum | 1020 |
---|---|
5-th percentile | 1180.85 |
Q1 | 1425 |
median | 1557 |
Q3 | 1709.75 |
95-th percentile | 1918.3 |
Maximum | 52549 |
Range | 51529 |
Interquartile range (IQR) | 284.75 |
Descriptive statistics
Standard deviation | 3553.5463 |
---|---|
Coefficient of variation (CV) | 1.9523244 |
Kurtosis | 200.06926 |
Mean | 1820.1618 |
Median Absolute Deviation (MAD) | 132 |
Skewness | 14.155016 |
Sum | 742626 |
Variance | 12627691 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1598 | 19 | 4.7% |
1641 | 14 | 3.4% |
1532 | 13 | 3.2% |
1425 | 13 | 3.2% |
1300 | 12 | 2.9% |
1475 | 11 | 2.7% |
1917 | 10 | 2.5% |
1656 | 10 | 2.5% |
1302 | 9 | 2.2% |
1773 | 8 | 2.0% |
Other values (144) | 289 |
Value | Count | Frequency (%) |
1020 | 2 | |
1025 | 1 | 0.2% |
1110 | 1 | 0.2% |
1117 | 1 | 0.2% |
1127 | 1 | 0.2% |
1152 | 1 | 0.2% |
1155 | 1 | 0.2% |
1159 | 3 | |
1160 | 1 | 0.2% |
1163 | 1 | 0.2% |
Value | Count | Frequency (%) |
52549 | 1 | 0.2% |
52049 | 1 | 0.2% |
2003 | 1 | 0.2% |
2002 | 1 | 0.2% |
2001 | 1 | 0.2% |
1980 | 1 | 0.2% |
1977 | 2 | |
1970 | 1 | 0.2% |
1968 | 3 | |
1938 | 1 | 0.2% |
REG_BRCD
Categorical
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 5.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.3 KiB |
TAB | |
---|---|
THO | |
QAD | |
TAA | |
TPA | |
Other values (17) |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | TAB |
---|---|
2nd row | TQC |
3rd row | THO |
4th row | TPA |
5th row | TBB |
Common Values
Value | Count | Frequency (%) |
TAB | 77 | |
THO | 44 | |
QAD | 37 | |
TAA | 28 | 6.9% |
TPA | 26 | 6.4% |
TBA | 24 | 5.9% |
TAC | 23 | 5.6% |
THA | 22 | 5.4% |
THB | 21 | 5.1% |
TAD | 19 | 4.7% |
Other values (12) | 87 |
Length
Value | Count | Frequency (%) |
tab | 77 | |
tho | 44 | |
qad | 37 | |
taa | 28 | 6.9% |
tpa | 26 | 6.4% |
tba | 24 | 5.9% |
tac | 23 | 5.6% |
tha | 22 | 5.4% |
thb | 21 | 5.1% |
tad | 19 | 4.7% |
Other values (12) | 87 |
ACPT_PTNO | MDBTR_CUST_NO | SPCL_RSN_DCNT | BBNAPPRV_NOTI_DY | RMT_BNK_CD | DISCHRG_MTHD_CD | REG_ENO | REG_BRCD | |
---|---|---|---|---|---|---|---|---|
ACPT_PTNO | 1.000 | 0.283 | 0.037 | 0.928 | 0.054 | 0.000 | 0.000 | 0.360 |
MDBTR_CUST_NO | 0.283 | 1.000 | 0.000 | 0.482 | 0.000 | 0.000 | 0.000 | 0.376 |
SPCL_RSN_DCNT | 0.037 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
BBNAPPRV_NOTI_DY | 0.928 | 0.482 | 0.000 | 1.000 | 0.000 | 0.000 | NaN | 0.400 |
RMT_BNK_CD | 0.054 | 0.000 | 0.000 | 0.000 | 1.000 | 0.887 | 0.000 | 0.667 |
DISCHRG_MTHD_CD | 0.000 | 0.000 | 0.000 | 0.000 | 0.887 | 1.000 | 0.000 | 0.276 |
REG_ENO | 0.000 | 0.000 | 0.000 | NaN | 0.000 | 0.000 | 1.000 | 0.000 |
REG_BRCD | 0.360 | 0.376 | 0.000 | 0.400 | 0.667 | 0.276 | 0.000 | 1.000 |
DISCHRG_MTHD_CD | REG_BRCD | HUSPCL_RSN_DCNT | |
---|---|---|---|
DISCHRG_MTHD_CD | 1.000 | 0.213 | 1.000 |
REG_BRCD | 0.213 | 1.000 | 1.000 |
HUSPCL_RSN_DCNT | 1.000 | 1.000 | 1.000 |
ACPT_PTNO | MDBTR_CUST_NO | SPCL_RSN_DCNT | BBNAPPRV_NOTI_DY | RMT_BNK_CD | REG_ENO | HUSPCL_RSN_DCNT | DISCHRG_MTHD_CD | REG_BRCD | |
---|---|---|---|---|---|---|---|---|---|
ACPT_PTNO | 1.000 | 0.346 | -0.099 | 1.000 | 0.012 | 0.556 | 1.000 | 0.000 | 0.130 |
MDBTR_CUST_NO | 0.346 | 1.000 | -0.071 | 0.356 | 0.089 | 0.124 | 1.000 | 0.000 | 0.143 |
SPCL_RSN_DCNT | -0.099 | -0.071 | 1.000 | 0.032 | -0.044 | -0.019 | 1.000 | 0.000 | 0.000 |
BBNAPPRV_NOTI_DY | 1.000 | 0.356 | 0.032 | 1.000 | 0.071 | 0.474 | 1.000 | 0.000 | 0.114 |
RMT_BNK_CD | 0.012 | 0.089 | -0.044 | 0.071 | 1.000 | -0.058 | 1.000 | 0.088 | 0.363 |
REG_ENO | 0.556 | 0.124 | -0.019 | 0.474 | -0.058 | 1.000 | 1.000 | 0.000 | 0.000 |
HUSPCL_RSN_DCNT | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
DISCHRG_MTHD_CD | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 | 0.000 | 1.000 | 1.000 | 0.213 |
REG_BRCD | 0.130 | 0.143 | 0.000 | 0.114 | 0.363 | 0.000 | 1.000 | 0.213 | 1.000 |
ACPT_PTNO | MDBTR_CUST_NO | DEMND_DY | ACPT_DY | SPCL_RSN_DCNT | DISCHRG_APPRV_DY | BBNAPPRV_NOTI_DY | HQ_REQ_DY | HUSPCL_RSN_DCNT | RMT_BNK_CD | DISCHRG_MTHD_CD | REG_TS | REG_ENO | REG_BRCD | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 20200400097 | 79584640 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1385 | TAB |
1 | 20200400096 | 111686312 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 1747 | TQC |
2 | 20200400095 | 77928460 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 88 | 2 | <NA> | 1917 | THO |
3 | 20200400093 | 92576635 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 31 | 2 | <NA> | 1913 | TPA |
4 | 20200400094 | 118648803 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 4 | 2 | <NA> | 1304 | TBB |
5 | 20200400090 | 112781973 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 20 | 2 | <NA> | 1385 | TAB |
6 | 20200400091 | 69048329 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 4 | 2 | <NA> | 1970 | THA |
7 | 20200400092 | 110579718 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 20 | 2 | <NA> | 1406 | QAD |
8 | 20200400089 | 74544449 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 88 | 2 | <NA> | 1977 | QAD |
9 | 20200400087 | 115770554 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 11 | 2 | <NA> | 1569 | THA |
ACPT_PTNO | MDBTR_CUST_NO | DEMND_DY | ACPT_DY | SPCL_RSN_DCNT | DISCHRG_APPRV_DY | BBNAPPRV_NOTI_DY | HQ_REQ_DY | HUSPCL_RSN_DCNT | RMT_BNK_CD | DISCHRG_MTHD_CD | REG_TS | REG_ENO | REG_BRCD | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
398 | 20120400002 | 64588826 | <NA> | <NA> | 0 | <NA> | 20120531 | <NA> | 0 | 4 | 2 | <NA> | 1495 | QAD |
399 | 20110400003 | 80228610 | <NA> | <NA> | 4 | <NA> | <NA> | <NA> | <NA> | 11 | 2 | <NA> | 1356 | QAD |
400 | 20120400001 | 70572059 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 20 | 2 | <NA> | 1173 | TAA |
401 | 20080400001 | 66081800 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | 0 | 4 | 2 | <NA> | 1247 | TPA |
402 | 20100400006 | 69459772 | <NA> | <NA> | 7 | <NA> | <NA> | <NA> | <NA> | 11 | 2 | <NA> | 1359 | TPA |
403 | 20110400001 | 65008415 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 11 | 2 | <NA> | 1406 | QAD |
404 | 20100400004 | 74322616 | <NA> | <NA> | 17 | <NA> | <NA> | <NA> | <NA> | 4 | 2 | <NA> | 1359 | TPA |
405 | 20100400002 | 69802125 | <NA> | <NA> | 0 | <NA> | <NA> | <NA> | <NA> | 4 | 2 | <NA> | 1152 | THO |
406 | 20100400005 | 64966189 | <NA> | <NA> | 0 | <NA> | 20101012 | <NA> | 0 | 4 | 2 | <NA> | 1388 | TOA |
407 | 20100400003 | 36420748 | <NA> | <NA> | 0 | <NA> | 20100616 | <NA> | 0 | 88 | 2 | <NA> | 1384 | THO |