Dataset statistics
Number of variables | 39 |
---|---|
Number of observations | 1000 |
Missing cells | 5000 |
Missing cells (%) | 12.8% |
Duplicate rows | 49 |
Duplicate rows (%) | 4.9% |
Total size in memory | 339.0 KiB |
Average record size in memory | 347.1 B |
Variable types
Categorical | 18 |
---|---|
Numeric | 15 |
Boolean | 1 |
Unsupported | 5 |
Dataset
Description | 한국주택금융공사 유동화자산부 업무 관련 공개 공공데이터 (해당 부서의 업무와 관련된 데이터베이스에서 공개 가능한 원천 데이터) |
---|---|
Author | 한국주택금융공사 |
URL | https://www.data.go.kr/data/15072809/fileData.do |
TREAT_ORG_CD has constant value "" | Constant |
BHOUR_LOAN_RAMT has constant value "" | Constant |
REPAY_AMT has constant value "" | Constant |
DDELAY_FEE_AMT has constant value "" | Constant |
PRNINTEVEN_AMT has constant value "" | Constant |
CRDELAY_FEE_AMT has constant value "" | Constant |
AREPAY_INT_AMT has constant value "" | Constant |
EOUT_INT_AMT has constant value "" | Constant |
PDELAY_FEE_AMT has constant value "" | Constant |
DPRMS_INT_AMT has constant value "" | Constant |
PRCSS_YN has constant value "" | Constant |
NTRD_APPLY_DY has constant value "" | Constant |
RDUAPRNINT_DCNT has constant value "" | Constant |
HREPAY_AMT has constant value "" | Constant |
HREPAY_INT_AMT has constant value "" | Constant |
HREPAY_FEE_AMT has constant value "" | Constant |
Dataset has 49 (4.9%) duplicate rows | Duplicates |
CNVNC_REPAY_YN is highly imbalanced (91.4%) | Imbalance |
REPURCH_CMPLT_YN has 1000 (100.0%) missing values | Missing |
PDLAST_APPLY_DY has 1000 (100.0%) missing values | Missing |
RDUALAST_STRT_DY has 1000 (100.0%) missing values | Missing |
RDLAST_APPLY_DY has 1000 (100.0%) missing values | Missing |
RDUALAST_APPLY_DY has 1000 (100.0%) missing values | Missing |
APAY_USE_DCNT is highly skewed (γ1 = 20.37472082) | Skewed |
REPURCH_CMPLT_YN is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PDLAST_APPLY_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
RDUALAST_STRT_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
RDLAST_APPLY_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
RDUALAST_APPLY_DY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LOAN_RAMT has 18 (1.8%) zeros | Zeros |
DEMND_AMT has 18 (1.8%) zeros | Zeros |
DEMND_INT_AMT has 18 (1.8%) zeros | Zeros |
CLLCT_AMT has 18 (1.8%) zeros | Zeros |
CLLCT_INT_AMT has 18 (1.8%) zeros | Zeros |
CDELAY_FEE_AMT has 845 (84.5%) zeros | Zeros |
AREPAY_AMT has 679 (67.9%) zeros | Zeros |
DELAY_AMT has 769 (76.9%) zeros | Zeros |
DELAY_DCNT has 769 (76.9%) zeros | Zeros |
APAY_USE_DCNT has 995 (99.5%) zeros | Zeros |
APAY_OCCR_DCNT has 785 (78.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 23:26:47.053773 |
---|---|
Analysis finished | 2023-12-12 23:26:47.381331 |
Duration | 0.33 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
LIQD_PLAN_CD
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 KiB |
KOMOCO2002S-02 | |
---|---|
KOMOCO2003S-01 |
Length
Max length | 14 |
---|---|
Median length | 14 |
Mean length | 14 |
Min length | 14 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | KOMOCO2003S-01 |
---|---|
2nd row | KOMOCO2003S-01 |
3rd row | KOMOCO2003S-01 |
4th row | KOMOCO2003S-01 |
5th row | KOMOCO2003S-01 |
Common Values
Value | Count | Frequency (%) |
KOMOCO2002S-02 | 704 | |
KOMOCO2003S-01 | 296 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
komoco2002s-02 | 704 | |
komoco2003s-01 | 296 |
HOLD_CD
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 KiB |
B004-2002-0001 | |
---|---|
B004-2003-0001 |
Length
Max length | 14 |
---|---|
Median length | 14 |
Mean length | 14 |
Min length | 14 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | B004-2003-0001 |
---|---|
2nd row | B004-2003-0001 |
3rd row | B004-2003-0001 |
4th row | B004-2003-0001 |
5th row | B004-2003-0001 |
Common Values
Value | Count | Frequency (%) |
B004-2002-0001 | 704 | |
B004-2003-0001 | 296 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
b004-2002-0001 | 704 | |
b004-2003-0001 | 296 |
PAY_SEQ
Real number (ℝ)
Distinct | 47 |
---|---|
Distinct (%) | 4.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 120.669 |
Minimum | 97 |
---|---|
Maximum | 159 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 97 |
---|---|
5-th percentile | 99 |
Q1 | 110 |
median | 118.5 |
Q3 | 131 |
95-th percentile | 145 |
Maximum | 159 |
Range | 62 |
Interquartile range (IQR) | 21 |
Descriptive statistics
Standard deviation | 14.214059 |
---|---|
Coefficient of variation (CV) | 0.11779379 |
Kurtosis | 0.14843275 |
Mean | 120.669 |
Median Absolute Deviation (MAD) | 11.5 |
Skewness | 0.5552887 |
Sum | 120669 |
Variance | 202.03948 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
132 | 93 | 9.3% |
118 | 83 | 8.3% |
131 | 75 | 7.5% |
110 | 74 | 7.4% |
117 | 62 | 6.2% |
126 | 58 | 5.8% |
104 | 50 | 5.0% |
111 | 50 | 5.0% |
105 | 41 | 4.1% |
121 | 39 | 3.9% |
Other values (37) | 375 |
Value | Count | Frequency (%) |
97 | 10 | 1.0% |
98 | 30 | |
99 | 27 | |
100 | 3 | 0.3% |
102 | 5 | 0.5% |
103 | 4 | 0.4% |
104 | 50 | |
105 | 41 | |
106 | 34 | |
107 | 11 | 1.1% |
Value | Count | Frequency (%) |
159 | 35 | |
158 | 2 | 0.2% |
145 | 17 | |
144 | 12 | 1.2% |
143 | 13 | 1.3% |
142 | 4 | 0.4% |
141 | 20 | |
140 | 1 | 0.1% |
139 | 1 | 0.1% |
135 | 1 | 0.1% |
TREAT_ORG_CD
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 KiB |
B004 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | B004 |
---|---|
2nd row | B004 |
3rd row | B004 |
4th row | B004 |
5th row | B004 |
Common Values
Value | Count | Frequency (%) |
B004 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
b004 | 1000 |
BHOUR_LOAN_RAMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
REPAY_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
LOAN_RAMT
Real number (ℝ)
ZEROS
 
Distinct | 328 |
---|---|
Distinct (%) | 32.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10435294 |
Minimum | 0 |
---|---|
Maximum | 11441110 |
Zeros | 18 |
Zeros (%) | 1.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 8030190 |
Q1 | 10622002 |
median | 10889980 |
Q3 | 11095758 |
95-th percentile | 11242090 |
Maximum | 11441110 |
Range | 11441110 |
Interquartile range (IQR) | 473755 |
Descriptive statistics
Standard deviation | 1753620.3 |
---|---|
Coefficient of variation (CV) | 0.16804704 |
Kurtosis | 22.551721 |
Mean | 10435294 |
Median Absolute Deviation (MAD) | 244290 |
Skewness | -4.5991656 |
Sum | 1.0435294 × 1010 |
Variance | 3.0751841 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 18 | 1.8% |
10781490 | 17 | 1.7% |
10646550 | 16 | 1.6% |
11078280 | 14 | 1.4% |
10889980 | 14 | 1.4% |
10954750 | 13 | 1.3% |
10217330 | 13 | 1.3% |
11172460 | 12 | 1.2% |
11242090 | 12 | 1.2% |
10229380 | 11 | 1.1% |
Other values (318) | 860 |
Value | Count | Frequency (%) |
0 | 18 | |
1956060 | 1 | 0.1% |
3400280 | 3 | 0.3% |
4401910 | 7 | 0.7% |
5189650 | 1 | 0.1% |
5443780 | 3 | 0.3% |
5514760 | 1 | 0.1% |
6724780 | 1 | 0.1% |
8023550 | 2 | 0.2% |
8028920 | 7 | 0.7% |
Value | Count | Frequency (%) |
11441110 | 1 | 0.1% |
11284020 | 4 | |
11274270 | 7 | |
11272150 | 1 | 0.1% |
11263080 | 1 | 0.1% |
11260570 | 9 | |
11250490 | 1 | 0.1% |
11248970 | 8 | |
11248910 | 1 | 0.1% |
11248860 | 2 | 0.2% |
DEMND_AMT
Real number (ℝ)
ZEROS
 
Distinct | 367 |
---|---|
Distinct (%) | 36.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30973.27 |
Minimum | 0 |
---|---|
Maximum | 78570 |
Zeros | 18 |
Zeros (%) | 1.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 13346.5 |
Q1 | 26700 |
median | 31210 |
Q3 | 37210 |
95-th percentile | 45370 |
Maximum | 78570 |
Range | 78570 |
Interquartile range (IQR) | 10510 |
Descriptive statistics
Standard deviation | 9082.9762 |
---|---|
Coefficient of variation (CV) | 0.29325209 |
Kurtosis | 3.8138582 |
Mean | 30973.27 |
Median Absolute Deviation (MAD) | 4840 |
Skewness | -1.0235946 |
Sum | 30973270 |
Variance | 82500456 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
31210 | 32 | 3.2% |
28110 | 25 | 2.5% |
37740 | 23 | 2.3% |
0 | 18 | 1.8% |
37730 | 17 | 1.7% |
37230 | 16 | 1.6% |
37220 | 16 | 1.6% |
32500 | 16 | 1.6% |
26360 | 15 | 1.5% |
34760 | 15 | 1.5% |
Other values (357) | 807 |
Value | Count | Frequency (%) |
0 | 18 | |
520 | 1 | 0.1% |
540 | 1 | 0.1% |
1330 | 1 | 0.1% |
1400 | 1 | 0.1% |
1430 | 1 | 0.1% |
1720 | 2 | 0.2% |
1820 | 1 | 0.1% |
1880 | 1 | 0.1% |
1940 | 1 | 0.1% |
Value | Count | Frequency (%) |
78570 | 1 | 0.1% |
66880 | 1 | 0.1% |
46780 | 1 | 0.1% |
46760 | 1 | 0.1% |
46740 | 2 | 0.2% |
46730 | 1 | 0.1% |
46720 | 2 | 0.2% |
46710 | 2 | 0.2% |
46670 | 1 | 0.1% |
46630 | 5 |
DEMND_INT_AMT
Real number (ℝ)
ZEROS
 
Distinct | 371 |
---|---|
Distinct (%) | 37.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 69717.46 |
Minimum | 0 |
---|---|
Maximum | 76360 |
Zeros | 18 |
Zeros (%) | 1.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 53850 |
Q1 | 71077.5 |
median | 72810 |
Q3 | 74160 |
95-th percentile | 75160.5 |
Maximum | 76360 |
Range | 76360 |
Interquartile range (IQR) | 3082.5 |
Descriptive statistics
Standard deviation | 11717.923 |
---|---|
Coefficient of variation (CV) | 0.16807731 |
Kurtosis | 22.573272 |
Mean | 69717.46 |
Median Absolute Deviation (MAD) | 1600 |
Skewness | -4.5701673 |
Sum | 69717460 |
Variance | 1.3730972 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
73220 | 25 | 2.5% |
71060 | 22 | 2.2% |
74160 | 20 | 2.0% |
0 | 18 | 1.8% |
71050 | 17 | 1.7% |
75260 | 17 | 1.7% |
74750 | 17 | 1.7% |
74050 | 14 | 1.4% |
74770 | 13 | 1.3% |
72370 | 13 | 1.3% |
Other values (361) | 824 |
Value | Count | Frequency (%) |
0 | 18 | |
6620 | 1 | 0.1% |
13070 | 1 | 0.1% |
25390 | 1 | 0.1% |
28590 | 1 | 0.1% |
29360 | 1 | 0.1% |
29630 | 1 | 0.1% |
30690 | 1 | 0.1% |
33750 | 1 | 0.1% |
34750 | 1 | 0.1% |
Value | Count | Frequency (%) |
76360 | 1 | 0.1% |
75600 | 1 | 0.1% |
75540 | 1 | 0.1% |
75480 | 1 | 0.1% |
75390 | 1 | 0.1% |
75370 | 1 | 0.1% |
75330 | 3 | |
75320 | 5 | |
75280 | 3 | |
75270 | 3 |
DDELAY_FEE_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
PRNINTEVEN_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
RECKON_DY
Real number (ℝ)
Distinct | 20 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20051017 |
Minimum | 20051004 |
---|---|
Maximum | 20051031 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 20051004 |
---|---|
5-th percentile | 20051004 |
Q1 | 20051010 |
median | 20051019 |
Q3 | 20051024 |
95-th percentile | 20051031 |
Maximum | 20051031 |
Range | 27 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 8.6686516 |
---|---|
Coefficient of variation (CV) | 4.3232977 × 10-7 |
Kurtosis | -1.303804 |
Mean | 20051017 |
Median Absolute Deviation (MAD) | 8 |
Skewness | -0.008593779 |
Sum | 2.0051017 × 1010 |
Variance | 75.145521 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20051024 | 91 | 9.1% |
20051031 | 86 | 8.6% |
20051010 | 80 | 8.0% |
20051004 | 79 | 7.9% |
20051020 | 68 | 6.8% |
20051005 | 59 | 5.9% |
20051007 | 56 | 5.6% |
20051021 | 52 | 5.2% |
20051011 | 52 | 5.2% |
20051027 | 50 | 5.0% |
Other values (10) | 327 |
Value | Count | Frequency (%) |
20051004 | 79 | |
20051005 | 59 | |
20051006 | 24 | 2.4% |
20051007 | 56 | |
20051010 | 80 | |
20051011 | 52 | |
20051012 | 38 | |
20051013 | 33 | |
20051014 | 28 | 2.8% |
20051017 | 29 | 2.9% |
Value | Count | Frequency (%) |
20051031 | 86 | |
20051028 | 27 | 2.7% |
20051027 | 50 | |
20051026 | 42 | |
20051025 | 40 | |
20051024 | 91 | |
20051021 | 52 | |
20051020 | 68 | |
20051019 | 48 | |
20051018 | 18 | 1.8% |
PAY_DY
Real number (ℝ)
Distinct | 20 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20051017 |
Minimum | 20051004 |
---|---|
Maximum | 20051031 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 20051004 |
---|---|
5-th percentile | 20051004 |
Q1 | 20051010 |
median | 20051019 |
Q3 | 20051024 |
95-th percentile | 20051031 |
Maximum | 20051031 |
Range | 27 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 8.6686516 |
---|---|
Coefficient of variation (CV) | 4.3232977 × 10-7 |
Kurtosis | -1.303804 |
Mean | 20051017 |
Median Absolute Deviation (MAD) | 8 |
Skewness | -0.008593779 |
Sum | 2.0051017 × 1010 |
Variance | 75.145521 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20051024 | 91 | 9.1% |
20051031 | 86 | 8.6% |
20051010 | 80 | 8.0% |
20051004 | 79 | 7.9% |
20051020 | 68 | 6.8% |
20051005 | 59 | 5.9% |
20051007 | 56 | 5.6% |
20051021 | 52 | 5.2% |
20051011 | 52 | 5.2% |
20051027 | 50 | 5.0% |
Other values (10) | 327 |
Value | Count | Frequency (%) |
20051004 | 79 | |
20051005 | 59 | |
20051006 | 24 | 2.4% |
20051007 | 56 | |
20051010 | 80 | |
20051011 | 52 | |
20051012 | 38 | |
20051013 | 33 | |
20051014 | 28 | 2.8% |
20051017 | 29 | 2.9% |
Value | Count | Frequency (%) |
20051031 | 86 | |
20051028 | 27 | 2.7% |
20051027 | 50 | |
20051026 | 42 | |
20051025 | 40 | |
20051024 | 91 | |
20051021 | 52 | |
20051020 | 68 | |
20051019 | 48 | |
20051018 | 18 | 1.8% |
CLLCT_AMT
Real number (ℝ)
ZEROS
 
Distinct | 367 |
---|---|
Distinct (%) | 36.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30973.27 |
Minimum | 0 |
---|---|
Maximum | 78570 |
Zeros | 18 |
Zeros (%) | 1.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 13346.5 |
Q1 | 26700 |
median | 31210 |
Q3 | 37210 |
95-th percentile | 45370 |
Maximum | 78570 |
Range | 78570 |
Interquartile range (IQR) | 10510 |
Descriptive statistics
Standard deviation | 9082.9762 |
---|---|
Coefficient of variation (CV) | 0.29325209 |
Kurtosis | 3.8138582 |
Mean | 30973.27 |
Median Absolute Deviation (MAD) | 4840 |
Skewness | -1.0235946 |
Sum | 30973270 |
Variance | 82500456 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
31210 | 32 | 3.2% |
28110 | 25 | 2.5% |
37740 | 23 | 2.3% |
0 | 18 | 1.8% |
37730 | 17 | 1.7% |
37230 | 16 | 1.6% |
37220 | 16 | 1.6% |
32500 | 16 | 1.6% |
26360 | 15 | 1.5% |
34760 | 15 | 1.5% |
Other values (357) | 807 |
Value | Count | Frequency (%) |
0 | 18 | |
520 | 1 | 0.1% |
540 | 1 | 0.1% |
1330 | 1 | 0.1% |
1400 | 1 | 0.1% |
1430 | 1 | 0.1% |
1720 | 2 | 0.2% |
1820 | 1 | 0.1% |
1880 | 1 | 0.1% |
1940 | 1 | 0.1% |
Value | Count | Frequency (%) |
78570 | 1 | 0.1% |
66880 | 1 | 0.1% |
46780 | 1 | 0.1% |
46760 | 1 | 0.1% |
46740 | 2 | 0.2% |
46730 | 1 | 0.1% |
46720 | 2 | 0.2% |
46710 | 2 | 0.2% |
46670 | 1 | 0.1% |
46630 | 5 |
CLLCT_INT_AMT
Real number (ℝ)
ZEROS
 
Distinct | 371 |
---|---|
Distinct (%) | 37.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 69717.46 |
Minimum | 0 |
---|---|
Maximum | 76360 |
Zeros | 18 |
Zeros (%) | 1.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 53850 |
Q1 | 71077.5 |
median | 72810 |
Q3 | 74160 |
95-th percentile | 75160.5 |
Maximum | 76360 |
Range | 76360 |
Interquartile range (IQR) | 3082.5 |
Descriptive statistics
Standard deviation | 11717.923 |
---|---|
Coefficient of variation (CV) | 0.16807731 |
Kurtosis | 22.573272 |
Mean | 69717.46 |
Median Absolute Deviation (MAD) | 1600 |
Skewness | -4.5701673 |
Sum | 69717460 |
Variance | 1.3730972 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
73220 | 25 | 2.5% |
71060 | 22 | 2.2% |
74160 | 20 | 2.0% |
0 | 18 | 1.8% |
71050 | 17 | 1.7% |
75260 | 17 | 1.7% |
74750 | 17 | 1.7% |
74050 | 14 | 1.4% |
74770 | 13 | 1.3% |
72370 | 13 | 1.3% |
Other values (361) | 824 |
Value | Count | Frequency (%) |
0 | 18 | |
6620 | 1 | 0.1% |
13070 | 1 | 0.1% |
25390 | 1 | 0.1% |
28590 | 1 | 0.1% |
29360 | 1 | 0.1% |
29630 | 1 | 0.1% |
30690 | 1 | 0.1% |
33750 | 1 | 0.1% |
34750 | 1 | 0.1% |
Value | Count | Frequency (%) |
76360 | 1 | 0.1% |
75600 | 1 | 0.1% |
75540 | 1 | 0.1% |
75480 | 1 | 0.1% |
75390 | 1 | 0.1% |
75370 | 1 | 0.1% |
75330 | 3 | |
75320 | 5 | |
75280 | 3 | |
75270 | 3 |
CDELAY_FEE_AMT
Real number (ℝ)
ZEROS
 
Distinct | 124 |
---|---|
Distinct (%) | 12.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 117.839 |
Minimum | 0 |
---|---|
Maximum | 10764 |
Zeros | 845 |
Zeros (%) | 84.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 686.35 |
Maximum | 10764 |
Range | 10764 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 576.13465 |
---|---|
Coefficient of variation (CV) | 4.8891678 |
Kurtosis | 196.52791 |
Mean | 117.839 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 12.30456 |
Sum | 117839 |
Variance | 331931.13 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 845 | |
47 | 5 | 0.5% |
46 | 4 | 0.4% |
179 | 4 | 0.4% |
95 | 4 | 0.4% |
228 | 3 | 0.3% |
136 | 2 | 0.2% |
1367 | 2 | 0.2% |
190 | 2 | 0.2% |
674 | 2 | 0.2% |
Other values (114) | 127 | 12.7% |
Value | Count | Frequency (%) |
0 | 845 | |
43 | 1 | 0.1% |
45 | 1 | 0.1% |
46 | 4 | 0.4% |
47 | 5 | 0.5% |
68 | 1 | 0.1% |
77 | 1 | 0.1% |
86 | 1 | 0.1% |
88 | 2 | 0.2% |
92 | 1 | 0.1% |
Value | Count | Frequency (%) |
10764 | 1 | |
9582 | 1 | |
4515 | 1 | |
4192 | 1 | |
3103 | 1 | |
2953 | 1 | |
2871 | 1 | |
2719 | 1 | |
1866 | 1 | |
1863 | 1 |
CRDELAY_FEE_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
AREPAY_AMT
Real number (ℝ)
ZEROS
 
Distinct | 93 |
---|---|
Distinct (%) | 9.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 148.52 |
Minimum | 0 |
---|---|
Maximum | 990 |
Zeros | 679 |
Zeros (%) | 67.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 200 |
95-th percentile | 870 |
Maximum | 990 |
Range | 990 |
Interquartile range (IQR) | 200 |
Descriptive statistics
Standard deviation | 273.89383 |
---|---|
Coefficient of variation (CV) | 1.8441545 |
Kurtosis | 2.0445411 |
Mean | 148.52 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.808033 |
Sum | 148520 |
Variance | 75017.827 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 679 | |
230 | 16 | 1.6% |
980 | 13 | 1.3% |
20 | 9 | 0.9% |
500 | 9 | 0.9% |
420 | 8 | 0.8% |
240 | 7 | 0.7% |
790 | 7 | 0.7% |
160 | 7 | 0.7% |
540 | 6 | 0.6% |
Other values (83) | 239 | 23.9% |
Value | Count | Frequency (%) |
0 | 679 | |
10 | 4 | 0.4% |
20 | 9 | 0.9% |
30 | 1 | 0.1% |
40 | 5 | 0.5% |
60 | 4 | 0.4% |
70 | 3 | 0.3% |
80 | 3 | 0.3% |
90 | 5 | 0.5% |
100 | 2 | 0.2% |
Value | Count | Frequency (%) |
990 | 3 | 0.3% |
980 | 13 | |
970 | 3 | 0.3% |
960 | 4 | 0.4% |
950 | 3 | 0.3% |
940 | 3 | 0.3% |
930 | 5 | 0.5% |
920 | 1 | 0.1% |
910 | 6 | |
900 | 2 | 0.2% |
AREPAY_INT_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
EOUT_INT_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
PDELAY_FEE_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
DELAY_AMT
Real number (ℝ)
ZEROS
 
Distinct | 154 |
---|---|
Distinct (%) | 15.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13369.26 |
Minimum | 0 |
---|---|
Maximum | 62980 |
Zeros | 769 |
Zeros (%) | 76.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 59730 |
Maximum | 62980 |
Range | 62980 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 24486.282 |
---|---|
Coefficient of variation (CV) | 1.8315361 |
Kurtosis | -0.30297382 |
Mean | 13369.26 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.2963239 |
Sum | 13369260 |
Variance | 5.99578 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 769 | |
58770 | 7 | 0.7% |
58530 | 5 | 0.5% |
59810 | 5 | 0.5% |
58490 | 5 | 0.5% |
57600 | 4 | 0.4% |
59720 | 4 | 0.4% |
57560 | 4 | 0.4% |
59780 | 4 | 0.4% |
58760 | 4 | 0.4% |
Other values (144) | 189 | 18.9% |
Value | Count | Frequency (%) |
0 | 769 | |
22170 | 1 | 0.1% |
29120 | 1 | 0.1% |
42200 | 1 | 0.1% |
45200 | 1 | 0.1% |
47560 | 1 | 0.1% |
47980 | 1 | 0.1% |
48430 | 1 | 0.1% |
49160 | 1 | 0.1% |
49200 | 2 | 0.2% |
Value | Count | Frequency (%) |
62980 | 1 | |
62960 | 2 | |
62790 | 1 | |
61540 | 1 | |
61510 | 1 | |
61470 | 1 | |
61460 | 1 | |
61450 | 1 | |
61230 | 1 | |
61220 | 1 |
DPRMS_INT_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
DELAY_DCNT
Real number (ℝ)
ZEROS
 
Distinct | 52 |
---|---|
Distinct (%) | 5.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.771 |
Minimum | 0 |
---|---|
Maximum | 245 |
Zeros | 769 |
Zeros (%) | 76.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 21 |
Maximum | 245 |
Range | 245 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 13.964081 |
---|---|
Coefficient of variation (CV) | 3.703018 |
Kurtosis | 148.39796 |
Mean | 3.771 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.210847 |
Sum | 3771 |
Variance | 194.99555 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 769 | |
4 | 19 | 1.9% |
3 | 19 | 1.9% |
5 | 15 | 1.5% |
1 | 15 | 1.5% |
15 | 12 | 1.2% |
6 | 12 | 1.2% |
2 | 12 | 1.2% |
7 | 10 | 1.0% |
16 | 9 | 0.9% |
Other values (42) | 108 | 10.8% |
Value | Count | Frequency (%) |
0 | 769 | |
1 | 15 | 1.5% |
2 | 12 | 1.2% |
3 | 19 | 1.9% |
4 | 19 | 1.9% |
5 | 15 | 1.5% |
6 | 12 | 1.2% |
7 | 10 | 1.0% |
8 | 4 | 0.4% |
9 | 6 | 0.6% |
Value | Count | Frequency (%) |
245 | 1 | |
217 | 1 | |
98 | 1 | |
93 | 1 | |
72 | 1 | |
68 | 1 | |
67 | 1 | |
62 | 2 | |
60 | 1 | |
49 | 2 |
APAY_USE_DCNT
Real number (ℝ)
SKEWED
  ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.123 |
Minimum | 0 |
---|---|
Maximum | 52 |
Zeros | 995 |
Zeros (%) | 99.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0 |
Maximum | 52 |
Range | 52 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 2.1355167 |
---|---|
Coefficient of variation (CV) | 17.361924 |
Kurtosis | 444.07126 |
Mean | 0.123 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 20.374721 |
Sum | 123 |
Variance | 4.5604314 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 995 | |
4 | 1 | 0.1% |
11 | 1 | 0.1% |
52 | 1 | 0.1% |
37 | 1 | 0.1% |
19 | 1 | 0.1% |
Value | Count | Frequency (%) |
0 | 995 | |
4 | 1 | 0.1% |
11 | 1 | 0.1% |
19 | 1 | 0.1% |
37 | 1 | 0.1% |
52 | 1 | 0.1% |
Value | Count | Frequency (%) |
52 | 1 | 0.1% |
37 | 1 | 0.1% |
19 | 1 | 0.1% |
11 | 1 | 0.1% |
4 | 1 | 0.1% |
0 | 995 |
APAY_OCCR_DCNT
Real number (ℝ)
ZEROS
 
Distinct | 38 |
---|---|
Distinct (%) | 3.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.422 |
Minimum | 0 |
---|---|
Maximum | 247 |
Zeros | 785 |
Zeros (%) | 78.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 16 |
Maximum | 247 |
Range | 247 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 18.881802 |
---|---|
Coefficient of variation (CV) | 5.5177679 |
Kurtosis | 137.56957 |
Mean | 3.422 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.122652 |
Sum | 3422 |
Variance | 356.52244 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 785 | |
1 | 33 | 3.3% |
2 | 26 | 2.6% |
3 | 26 | 2.6% |
4 | 19 | 1.9% |
6 | 12 | 1.2% |
10 | 7 | 0.7% |
5 | 7 | 0.7% |
8 | 6 | 0.6% |
18 | 6 | 0.6% |
Other values (28) | 73 | 7.3% |
Value | Count | Frequency (%) |
0 | 785 | |
1 | 33 | 3.3% |
2 | 26 | 2.6% |
3 | 26 | 2.6% |
4 | 19 | 1.9% |
5 | 7 | 0.7% |
6 | 12 | 1.2% |
7 | 5 | 0.5% |
8 | 6 | 0.6% |
9 | 4 | 0.4% |
Value | Count | Frequency (%) |
247 | 5 | |
76 | 3 | |
68 | 2 | 0.2% |
52 | 2 | 0.2% |
42 | 2 | 0.2% |
39 | 1 | 0.1% |
38 | 1 | 0.1% |
34 | 1 | 0.1% |
33 | 1 | 0.1% |
30 | 1 | 0.1% |
RMN_SEQ
Real number (ℝ)
Distinct | 47 |
---|---|
Distinct (%) | 4.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 119.331 |
Minimum | 81 |
---|---|
Maximum | 143 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.9 KiB |
Quantile statistics
Minimum | 81 |
---|---|
5-th percentile | 95 |
Q1 | 109 |
median | 121.5 |
Q3 | 130 |
95-th percentile | 141 |
Maximum | 143 |
Range | 62 |
Interquartile range (IQR) | 21 |
Descriptive statistics
Standard deviation | 14.214059 |
---|---|
Coefficient of variation (CV) | 0.11911456 |
Kurtosis | 0.14843275 |
Mean | 119.331 |
Median Absolute Deviation (MAD) | 11.5 |
Skewness | -0.5552887 |
Sum | 119331 |
Variance | 202.03948 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
108 | 93 | 9.3% |
122 | 83 | 8.3% |
109 | 75 | 7.5% |
130 | 74 | 7.4% |
123 | 62 | 6.2% |
114 | 58 | 5.8% |
136 | 50 | 5.0% |
129 | 50 | 5.0% |
135 | 41 | 4.1% |
119 | 39 | 3.9% |
Other values (37) | 375 |
Value | Count | Frequency (%) |
81 | 35 | |
82 | 2 | 0.2% |
95 | 17 | |
96 | 12 | 1.2% |
97 | 13 | 1.3% |
98 | 4 | 0.4% |
99 | 20 | |
100 | 1 | 0.1% |
101 | 1 | 0.1% |
105 | 1 | 0.1% |
Value | Count | Frequency (%) |
143 | 10 | 1.0% |
142 | 30 | |
141 | 27 | |
140 | 3 | 0.3% |
138 | 5 | 0.5% |
137 | 4 | 0.4% |
136 | 50 | |
135 | 41 | |
134 | 34 | |
133 | 11 | 1.1% |
PRCSS_YN
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.1 KiB |
True |
---|
Value | Count | Frequency (%) |
True | 1000 |
CNVNC_REPAY_YN
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 KiB |
1 | |
---|---|
0 | 17 |
2 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 982 | |
0 | 17 | 1.7% |
2 | 1 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 982 | |
0 | 17 | 1.7% |
2 | 1 | 0.1% |
REPURCH_CMPLT_YN
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 1000 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.9 KiB |
NTRD_APPLY_DY
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 KiB |
20051121 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20051121 |
---|---|
2nd row | 20051121 |
3rd row | 20051121 |
4th row | 20051121 |
5th row | 20051121 |
Common Values
Value | Count | Frequency (%) |
20051121 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20051121 | 1000 |
PDLAST_APPLY_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 1000 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.9 KiB |
RDUALAST_STRT_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 1000 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.9 KiB |
RDLAST_APPLY_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 1000 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.9 KiB |
RDUALAST_APPLY_DY
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 1000 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.9 KiB |
RDUAPRNINT_DCNT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
HREPAY_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
HREPAY_INT_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
HREPAY_FEE_AMT
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.9 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 | 1000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1000 |
LIQD_PLAN_CD | HOLD_CD | PAY_SEQ | TREAT_ORG_CD | BHOUR_LOAN_RAMT | REPAY_AMT | LOAN_RAMT | DEMND_AMT | DEMND_INT_AMT | DDELAY_FEE_AMT | PRNINTEVEN_AMT | RECKON_DY | PAY_DY | CLLCT_AMT | CLLCT_INT_AMT | CDELAY_FEE_AMT | CRDELAY_FEE_AMT | AREPAY_AMT | AREPAY_INT_AMT | EOUT_INT_AMT | PDELAY_FEE_AMT | DELAY_AMT | DPRMS_INT_AMT | DELAY_DCNT | APAY_USE_DCNT | APAY_OCCR_DCNT | RMN_SEQ | PRCSS_YN | CNVNC_REPAY_YN | REPURCH_CMPLT_YN | NTRD_APPLY_DY | PDLAST_APPLY_DY | RDUALAST_STRT_DY | RDLAST_APPLY_DY | RDUALAST_APPLY_DY | RDUAPRNINT_DCNT | HREPAY_AMT | HREPAY_INT_AMT | HREPAY_FEE_AMT | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | KOMOCO2003S-01 | B004-2003-0001 | 105 | B004 | 0 | 0 | 11144880 | 26370 | 74690 | 0 | 0 | 20051007 | 20051007 | 26370 | 74690 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 135 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
1 | KOMOCO2003S-01 | B004-2003-0001 | 106 | B004 | 0 | 0 | 11144880 | 26970 | 74480 | 0 | 0 | 20051031 | 20051031 | 26970 | 74480 | 0 | 0 | 540 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 134 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
2 | KOMOCO2003S-01 | B004-2003-0001 | 106 | B004 | 0 | 0 | 11144870 | 26970 | 74480 | 0 | 0 | 20051020 | 20051020 | 26970 | 74480 | 0 | 0 | 530 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 134 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
3 | KOMOCO2003S-01 | B004-2003-0001 | 105 | B004 | 0 | 0 | 11176070 | 26350 | 74680 | 0 | 0 | 20051020 | 20051020 | 26350 | 74680 | 575 | 0 | 230 | 0 | 0 | 0 | 57560 | 0 | 13 | 0 | 0 | 135 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
4 | KOMOCO2003S-01 | B004-2003-0001 | 105 | B004 | 0 | 0 | 11174050 | 26370 | 74670 | 0 | 0 | 20051005 | 20051005 | 26370 | 74670 | 0 | 0 | 430 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 135 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
5 | KOMOCO2003S-01 | B004-2003-0001 | 105 | B004 | 0 | 0 | 11174040 | 26360 | 74670 | 0 | 0 | 20051005 | 20051005 | 26360 | 74670 | 0 | 0 | 430 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 135 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
6 | KOMOCO2003S-01 | B004-2003-0001 | 107 | B004 | 0 | 0 | 11128250 | 27520 | 74370 | 0 | 0 | 20051027 | 20051027 | 27520 | 74370 | 0 | 0 | 90 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 133 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
7 | KOMOCO2003S-01 | B004-2003-0001 | 106 | B004 | 0 | 0 | 11172460 | 26910 | 74550 | 0 | 0 | 20051027 | 20051027 | 26910 | 74550 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 134 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
8 | KOMOCO2003S-01 | B004-2003-0001 | 105 | B004 | 0 | 0 | 11172460 | 26360 | 74670 | 0 | 0 | 20051007 | 20051007 | 26360 | 74670 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 135 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
9 | KOMOCO2003S-01 | B004-2003-0001 | 105 | B004 | 0 | 0 | 11172460 | 26360 | 74660 | 0 | 0 | 20051007 | 20051007 | 26360 | 74660 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 135 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
LIQD_PLAN_CD | HOLD_CD | PAY_SEQ | TREAT_ORG_CD | BHOUR_LOAN_RAMT | REPAY_AMT | LOAN_RAMT | DEMND_AMT | DEMND_INT_AMT | DDELAY_FEE_AMT | PRNINTEVEN_AMT | RECKON_DY | PAY_DY | CLLCT_AMT | CLLCT_INT_AMT | CDELAY_FEE_AMT | CRDELAY_FEE_AMT | AREPAY_AMT | AREPAY_INT_AMT | EOUT_INT_AMT | PDELAY_FEE_AMT | DELAY_AMT | DPRMS_INT_AMT | DELAY_DCNT | APAY_USE_DCNT | APAY_OCCR_DCNT | RMN_SEQ | PRCSS_YN | CNVNC_REPAY_YN | REPURCH_CMPLT_YN | NTRD_APPLY_DY | PDLAST_APPLY_DY | RDUALAST_STRT_DY | RDLAST_APPLY_DY | RDUALAST_APPLY_DY | RDUAPRNINT_DCNT | HREPAY_AMT | HREPAY_INT_AMT | HREPAY_FEE_AMT | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
990 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10885670 | 32480 | 72810 | 0 | 0 | 20051019 | 20051019 | 32480 | 72810 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
991 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10885670 | 32500 | 72790 | 0 | 0 | 20051005 | 20051005 | 32500 | 72790 | 0 | 0 | 240 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
992 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10899200 | 32490 | 72870 | 0 | 0 | 20051026 | 20051026 | 32490 | 72870 | 323 | 0 | 0 | 0 | 0 | 0 | 58820 | 0 | 7 | 0 | 0 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
993 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10899200 | 32490 | 72800 | 0 | 0 | 20051019 | 20051019 | 32490 | 72800 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
994 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10899200 | 32470 | 72880 | 0 | 0 | 20051020 | 20051020 | 32470 | 72880 | 46 | 0 | 330 | 0 | 0 | 0 | 58820 | 0 | 1 | 0 | 0 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
995 | KOMOCO2002S-02 | B004-2002-0001 | 120 | B004 | 0 | 0 | 10884700 | 31720 | 73090 | 0 | 0 | 20051020 | 20051020 | 31720 | 73090 | 505 | 0 | 0 | 0 | 0 | 0 | 57660 | 0 | 31 | 0 | 0 | 120 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
996 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10884700 | 32440 | 72880 | 0 | 0 | 20051019 | 20051019 | 32440 | 72880 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
997 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10176580 | 11570 | 67920 | 0 | 0 | 20051019 | 20051019 | 11570 | 67920 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
998 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10884700 | 32500 | 72780 | 0 | 0 | 20051013 | 20051013 | 32500 | 72780 | 0 | 0 | 250 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
999 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10885680 | 32500 | 72790 | 0 | 0 | 20051018 | 20051018 | 32500 | 72790 | 0 | 0 | 240 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 119 | Y | 1 | <NA> | 20051121 | <NA> | <NA> | <NA> | <NA> | 0 | 0 | 0 | 0 |
Most frequently occurring
LIQD_PLAN_CD | HOLD_CD | PAY_SEQ | TREAT_ORG_CD | BHOUR_LOAN_RAMT | REPAY_AMT | LOAN_RAMT | DEMND_AMT | DEMND_INT_AMT | DDELAY_FEE_AMT | PRNINTEVEN_AMT | RECKON_DY | PAY_DY | CLLCT_AMT | CLLCT_INT_AMT | CDELAY_FEE_AMT | CRDELAY_FEE_AMT | AREPAY_AMT | AREPAY_INT_AMT | EOUT_INT_AMT | PDELAY_FEE_AMT | DELAY_AMT | DPRMS_INT_AMT | DELAY_DCNT | APAY_USE_DCNT | APAY_OCCR_DCNT | RMN_SEQ | PRCSS_YN | CNVNC_REPAY_YN | NTRD_APPLY_DY | RDUAPRNINT_DCNT | HREPAY_AMT | HREPAY_INT_AMT | HREPAY_FEE_AMT | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | KOMOCO2002S-02 | B004-2002-0001 | 110 | B004 | 0 | 0 | 11096600 | 28110 | 74160 | 0 | 0 | 20051021 | 20051021 | 28110 | 74160 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 130 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 4 |
17 | KOMOCO2002S-02 | B004-2002-0001 | 131 | B004 | 0 | 0 | 10646550 | 37220 | 71230 | 0 | 0 | 20051019 | 20051019 | 37220 | 71230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 109 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 4 |
29 | KOMOCO2003S-01 | B004-2003-0001 | 98 | B004 | 0 | 0 | 11242090 | 24100 | 75260 | 0 | 0 | 20051004 | 20051004 | 24100 | 75260 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 142 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 4 |
36 | KOMOCO2003S-01 | B004-2003-0001 | 104 | B004 | 0 | 0 | 11188280 | 26010 | 74770 | 0 | 0 | 20051005 | 20051005 | 26010 | 74770 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 136 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 4 |
38 | KOMOCO2003S-01 | B004-2003-0001 | 104 | B004 | 0 | 0 | 11191160 | 25990 | 74750 | 0 | 0 | 20051024 | 20051024 | 25990 | 74750 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 136 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 4 |
8 | KOMOCO2002S-02 | B004-2002-0001 | 121 | B004 | 0 | 0 | 10889980 | 32500 | 72790 | 0 | 0 | 20051020 | 20051020 | 32500 | 72790 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 3 |
18 | KOMOCO2002S-02 | B004-2002-0001 | 131 | B004 | 0 | 0 | 10646550 | 37230 | 71220 | 0 | 0 | 20051011 | 20051011 | 37230 | 71220 | 0 | 0 | 290 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 109 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 3 |
22 | KOMOCO2002S-02 | B004-2002-0001 | 132 | B004 | 0 | 0 | 10618900 | 37740 | 71050 | 0 | 0 | 20051024 | 20051024 | 37740 | 71050 | 0 | 0 | 980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 108 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 3 |
24 | KOMOCO2002S-02 | B004-2002-0001 | 141 | B004 | 0 | 0 | 10386220 | 42780 | 69720 | 0 | 0 | 20051014 | 20051014 | 42780 | 69720 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 99 | Y | 0 | 20051121 | 0 | 0 | 0 | 0 | 3 |
25 | KOMOCO2002S-02 | B004-2002-0001 | 145 | B004 | 0 | 0 | 10217330 | 45370 | 68400 | 0 | 0 | 20051024 | 20051024 | 45370 | 68400 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 95 | Y | 1 | 20051121 | 0 | 0 | 0 | 0 | 3 |