Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 19 |
Duplicate rows (%) | 0.2% |
Total size in memory | 1.1 MiB |
Average record size in memory | 114.0 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 8 |
Dataset
Description | 기준 시점 학자금대출 실행년도(학기)별, 상품(일반 상환 학자금대출, 은행대출보증)별 연체 1개월 ~ 연체 6개월 미만 계좌의 대출잔액(연체잔액) 관련 내용을 제공합니다. 상세 정보는 한국장학재단 홈페이지(https://www.kosaf.go.kr/ko/tuition.do?pf=tuition_main)를 참고바랍니다.※ 단위: 등록금잔액(원), 생활비용잔액(원)※ 대출학기 3학기: 특정 학교의 3학기제 |
---|---|
Author | 한국장학재단 |
URL | https://www.data.go.kr/data/15069060/fileData.do |
기준년월 has constant value "" | Constant |
상품명 has constant value "" | Constant |
생활비용잔액 has constant value "" | Constant |
Dataset has 19 (0.2%) duplicate rows | Duplicates |
대출년도 is highly overall correlated with 대출경과개월수 and 3 other fields | High correlation |
대출기간월수 is highly overall correlated with 대출거치기간월수 | High correlation |
대출경과개월수 is highly overall correlated with 대출년도 and 2 other fields | High correlation |
대출거치기간월수 is highly overall correlated with 대출기간월수 | High correlation |
거치경과개월수 is highly overall correlated with 대출년도 and 2 other fields | High correlation |
거치잔여개월수 is highly overall correlated with 대출년도 and 3 other fields | High correlation |
상환경과개월수 is highly overall correlated with 대출년도 and 3 other fields | High correlation |
대출거치기간월수 has 761 (7.6%) zeros | Zeros |
거치경과개월수 has 6694 (66.9%) zeros | Zeros |
거치잔여개월수 has 6694 (66.9%) zeros | Zeros |
상환경과개월수 has 3306 (33.1%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-06 08:01:02.138357 |
---|---|
Analysis finished | 2024-04-06 08:01:24.376014 |
Duration | 22.24 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2023-12 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-12 |
---|---|
2nd row | 2023-12 |
3rd row | 2023-12 |
4th row | 2023-12 |
5th row | 2023-12 |
Common Values
Value | Count | Frequency (%) |
2023-12 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-12 | 10000 |
상품명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
일반상환학자금_등록금 |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 일반상환학자금_등록금 |
---|---|
2nd row | 일반상환학자금_등록금 |
3rd row | 일반상환학자금_등록금 |
4th row | 일반상환학자금_등록금 |
5th row | 일반상환학자금_등록금 |
Common Values
Value | Count | Frequency (%) |
일반상환학자금_등록금 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
일반상환학자금_등록금 | 10000 |
대출년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2018.4977 |
Minimum | 2009 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2009 |
---|---|
5-th percentile | 2011 |
Q1 | 2016 |
median | 2019 |
Q3 | 2021 |
95-th percentile | 2023 |
Maximum | 2023 |
Range | 14 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 3.5704999 |
---|---|
Coefficient of variation (CV) | 0.0017688898 |
Kurtosis | -0.4165893 |
Mean | 2018.4977 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.66266524 |
Sum | 20184977 |
Variance | 12.74847 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2023 | 1401 | |
2020 | 1187 | |
2019 | 1062 | |
2021 | 1046 | |
2022 | 981 | |
2018 | 940 | |
2017 | 753 | |
2016 | 534 | 5.3% |
2015 | 513 | 5.1% |
2014 | 435 | 4.3% |
Other values (5) | 1148 |
Value | Count | Frequency (%) |
2009 | 15 | 0.1% |
2010 | 239 | 2.4% |
2011 | 339 | 3.4% |
2012 | 231 | 2.3% |
2013 | 324 | 3.2% |
2014 | 435 | |
2015 | 513 | |
2016 | 534 | |
2017 | 753 | |
2018 | 940 |
Value | Count | Frequency (%) |
2023 | 1401 | |
2022 | 981 | |
2021 | 1046 | |
2020 | 1187 | |
2019 | 1062 | |
2018 | 940 | |
2017 | 753 | |
2016 | 534 | 5.3% |
2015 | 513 | 5.1% |
2014 | 435 | 4.3% |
대출학기
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 1 |
3rd row | 2 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 5315 | |
2 | 4685 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5315 | |
2 | 4685 |
등록금잔액
Real number (ℝ)
Distinct | 9276 |
---|---|
Distinct (%) | 92.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2379642 |
Minimum | 0 |
---|---|
Maximum | 22000000 |
Zeros | 75 |
Zeros (%) | 0.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 125831.55 |
Q1 | 948350 |
median | 2106705 |
Q3 | 3409638.8 |
95-th percentile | 5731478.1 |
Maximum | 22000000 |
Range | 22000000 |
Interquartile range (IQR) | 2461288.8 |
Descriptive statistics
Standard deviation | 1812664.3 |
---|---|
Coefficient of variation (CV) | 0.76173826 |
Kurtosis | 4.5642566 |
Mean | 2379642 |
Median Absolute Deviation (MAD) | 1218103 |
Skewness | 1.3369828 |
Sum | 2.379642 × 1010 |
Variance | 3.2857519 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 75 | 0.8% |
3113000 | 8 | 0.1% |
4630000 | 8 | 0.1% |
3980000 | 7 | 0.1% |
4000000 | 7 | 0.1% |
6831000 | 6 | 0.1% |
2700000 | 6 | 0.1% |
1440000 | 6 | 0.1% |
4425000 | 6 | 0.1% |
4548000 | 6 | 0.1% |
Other values (9266) | 9865 |
Value | Count | Frequency (%) |
0 | 75 | |
67 | 1 | < 0.1% |
166 | 1 | < 0.1% |
218 | 1 | < 0.1% |
225 | 1 | < 0.1% |
244 | 1 | < 0.1% |
311 | 1 | < 0.1% |
333 | 1 | < 0.1% |
339 | 1 | < 0.1% |
343 | 1 | < 0.1% |
Value | Count | Frequency (%) |
22000000 | 1 | |
20000000 | 1 | |
16166820 | 1 | |
14713656 | 1 | |
14600000 | 1 | |
14241565 | 1 | |
14027080 | 1 | |
13879500 | 1 | |
12504485 | 1 | |
11680570 | 1 |
생활비용잔액
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 |
대출기간월수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 85 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 133.9009 |
Minimum | 12 |
---|---|
Maximum | 240 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 12 |
---|---|
5-th percentile | 36 |
Q1 | 96 |
median | 144 |
Q3 | 168 |
95-th percentile | 216 |
Maximum | 240 |
Range | 228 |
Interquartile range (IQR) | 72 |
Descriptive statistics
Standard deviation | 53.08604 |
---|---|
Coefficient of variation (CV) | 0.39645768 |
Kurtosis | -0.65203605 |
Mean | 133.9009 |
Median Absolute Deviation (MAD) | 36 |
Skewness | -0.30913545 |
Sum | 1339009 |
Variance | 2818.1277 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
168 | 1279 | |
156 | 1018 | 10.2% |
180 | 966 | 9.7% |
144 | 894 | 8.9% |
120 | 873 | 8.7% |
96 | 629 | 6.3% |
72 | 556 | 5.6% |
60 | 431 | 4.3% |
204 | 424 | 4.2% |
84 | 385 | 3.9% |
Other values (75) | 2545 |
Value | Count | Frequency (%) |
12 | 87 | 0.9% |
13 | 1 | < 0.1% |
16 | 1 | < 0.1% |
23 | 1 | < 0.1% |
24 | 213 | |
26 | 1 | < 0.1% |
36 | 250 | |
41 | 1 | < 0.1% |
45 | 1 | < 0.1% |
46 | 1 | < 0.1% |
Value | Count | Frequency (%) |
240 | 239 | |
228 | 102 | 1.0% |
227 | 2 | < 0.1% |
222 | 1 | < 0.1% |
221 | 1 | < 0.1% |
216 | 172 | |
215 | 1 | < 0.1% |
204 | 424 | |
203 | 1 | < 0.1% |
202 | 1 | < 0.1% |
대출경과개월수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 102 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 61.0557 |
Minimum | 2 |
---|---|
Maximum | 172 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 4 |
Q1 | 28 |
median | 52 |
Q3 | 88 |
95-th percentile | 148 |
Maximum | 172 |
Range | 170 |
Interquartile range (IQR) | 60 |
Descriptive statistics
Standard deviation | 42.886582 |
---|---|
Coefficient of variation (CV) | 0.70241734 |
Kurtosis | -0.4450963 |
Mean | 61.0557 |
Median Absolute Deviation (MAD) | 30 |
Skewness | 0.64435023 |
Sum | 610557 |
Variance | 1839.2589 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 521 | 5.2% |
10 | 497 | 5.0% |
46 | 432 | 4.3% |
40 | 410 | 4.1% |
58 | 395 | 4.0% |
28 | 385 | 3.9% |
22 | 384 | 3.8% |
34 | 379 | 3.8% |
52 | 371 | 3.7% |
70 | 360 | 3.6% |
Other values (92) | 5866 |
Value | Count | Frequency (%) |
2 | 4 | < 0.1% |
3 | 118 | 1.2% |
4 | 521 | |
5 | 43 | 0.4% |
7 | 1 | < 0.1% |
8 | 15 | 0.1% |
9 | 137 | 1.4% |
10 | 497 | |
11 | 65 | 0.7% |
14 | 3 | < 0.1% |
Value | Count | Frequency (%) |
172 | 9 | 0.1% |
171 | 6 | 0.1% |
166 | 61 | |
165 | 22 | 0.2% |
160 | 123 | |
159 | 33 | 0.3% |
155 | 10 | 0.1% |
154 | 130 | |
153 | 27 | 0.3% |
149 | 1 | < 0.1% |
대출거치기간월수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 53 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 43.9103 |
Minimum | 0 |
---|---|
Maximum | 120 |
Zeros | 761 |
Zeros (%) | 7.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 24 |
median | 47 |
Q3 | 60 |
95-th percentile | 96 |
Maximum | 120 |
Range | 120 |
Interquartile range (IQR) | 36 |
Descriptive statistics
Standard deviation | 26.541505 |
---|---|
Coefficient of variation (CV) | 0.60444828 |
Kurtosis | 0.52890144 |
Mean | 43.9103 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 0.63975402 |
Sum | 439103 |
Variance | 704.4515 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
48 | 1943 | |
36 | 1915 | |
24 | 1594 | |
60 | 1484 | |
0 | 761 | 7.6% |
12 | 694 | 6.9% |
84 | 496 | 5.0% |
72 | 480 | 4.8% |
120 | 254 | 2.5% |
96 | 199 | 2.0% |
Other values (43) | 180 | 1.8% |
Value | Count | Frequency (%) |
0 | 761 | |
1 | 2 | < 0.1% |
2 | 1 | < 0.1% |
3 | 1 | < 0.1% |
8 | 1 | < 0.1% |
12 | 694 | |
13 | 1 | < 0.1% |
15 | 1 | < 0.1% |
18 | 1 | < 0.1% |
21 | 1 | < 0.1% |
Value | Count | Frequency (%) |
120 | 254 | |
119 | 2 | < 0.1% |
113 | 1 | < 0.1% |
108 | 110 | |
107 | 2 | < 0.1% |
102 | 1 | < 0.1% |
101 | 1 | < 0.1% |
96 | 199 | |
95 | 1 | < 0.1% |
94 | 1 | < 0.1% |
거치경과개월수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 69 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.0702 |
Minimum | 0 |
---|---|
Maximum | 118 |
Zeros | 6694 |
Zeros (%) | 66.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 10 |
95-th percentile | 51 |
Maximum | 118 |
Range | 118 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 18.008329 |
---|---|
Coefficient of variation (CV) | 1.985439 |
Kurtosis | 6.0997603 |
Mean | 9.0702 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.4198374 |
Sum | 90702 |
Variance | 324.2999 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6694 | |
4 | 427 | 4.3% |
10 | 410 | 4.1% |
22 | 271 | 2.7% |
16 | 233 | 2.3% |
34 | 209 | 2.1% |
28 | 205 | 2.1% |
46 | 156 | 1.6% |
40 | 147 | 1.5% |
9 | 109 | 1.1% |
Other values (59) | 1139 | 11.4% |
Value | Count | Frequency (%) |
0 | 6694 | |
2 | 3 | < 0.1% |
3 | 91 | 0.9% |
4 | 427 | 4.3% |
5 | 28 | 0.3% |
7 | 1 | < 0.1% |
8 | 12 | 0.1% |
9 | 109 | 1.1% |
10 | 410 | 4.1% |
11 | 49 | 0.5% |
Value | Count | Frequency (%) |
118 | 5 | |
117 | 1 | < 0.1% |
112 | 3 | |
111 | 1 | < 0.1% |
107 | 3 | |
106 | 5 | |
105 | 2 | < 0.1% |
104 | 2 | < 0.1% |
100 | 6 | |
99 | 2 | < 0.1% |
거치잔여개월수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 73 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.2974 |
Minimum | 0 |
---|---|
Maximum | 117 |
Zeros | 6694 |
Zeros (%) | 66.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 9 |
95-th percentile | 51 |
Maximum | 117 |
Range | 117 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 18.711359 |
---|---|
Coefficient of variation (CV) | 2.0125368 |
Kurtosis | 6.532866 |
Mean | 9.2974 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.4771387 |
Sum | 92974 |
Variance | 350.11496 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6694 | |
2 | 335 | 3.4% |
8 | 320 | 3.2% |
14 | 300 | 3.0% |
20 | 265 | 2.6% |
32 | 224 | 2.2% |
26 | 218 | 2.2% |
38 | 150 | 1.5% |
44 | 128 | 1.3% |
50 | 127 | 1.3% |
Other values (63) | 1239 | 12.4% |
Value | Count | Frequency (%) |
0 | 6694 | |
1 | 35 | 0.4% |
2 | 335 | 3.4% |
3 | 86 | 0.9% |
4 | 8 | 0.1% |
5 | 1 | < 0.1% |
6 | 1 | < 0.1% |
7 | 14 | 0.1% |
8 | 320 | 3.2% |
9 | 99 | 1.0% |
Value | Count | Frequency (%) |
117 | 1 | < 0.1% |
116 | 11 | |
112 | 2 | < 0.1% |
111 | 5 | |
110 | 12 | |
105 | 2 | < 0.1% |
104 | 6 | |
98 | 12 | |
97 | 1 | < 0.1% |
93 | 6 |
상환경과개월수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 82 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 26.4428 |
Minimum | 0 |
---|---|
Maximum | 124 |
Zeros | 3306 |
Zeros (%) | 33.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 15 |
Q3 | 45 |
95-th percentile | 94 |
Maximum | 124 |
Range | 124 |
Interquartile range (IQR) | 45 |
Descriptive statistics
Standard deviation | 31.012825 |
---|---|
Coefficient of variation (CV) | 1.1728268 |
Kurtosis | 0.25449936 |
Mean | 26.4428 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 1.1335163 |
Sum | 264428 |
Variance | 961.79531 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 3306 | |
10 | 586 | 5.9% |
4 | 515 | 5.1% |
22 | 414 | 4.1% |
16 | 396 | 4.0% |
34 | 366 | 3.7% |
28 | 331 | 3.3% |
46 | 252 | 2.5% |
40 | 247 | 2.5% |
58 | 221 | 2.2% |
Other values (72) | 3366 |
Value | Count | Frequency (%) |
0 | 3306 | |
1 | 1 | < 0.1% |
2 | 8 | 0.1% |
3 | 161 | 1.6% |
4 | 515 | 5.1% |
5 | 38 | 0.4% |
8 | 21 | 0.2% |
9 | 185 | 1.8% |
10 | 586 | 5.9% |
11 | 89 | 0.9% |
Value | Count | Frequency (%) |
124 | 1 | < 0.1% |
119 | 3 | < 0.1% |
118 | 25 | 0.2% |
117 | 13 | 0.1% |
113 | 1 | < 0.1% |
112 | 79 | |
111 | 17 | 0.2% |
107 | 3 | < 0.1% |
106 | 96 | |
105 | 26 | 0.3% |
대출년도 | 대출학기 | 등록금잔액 | 대출기간월수 | 대출경과개월수 | 대출거치기간월수 | 거치경과개월수 | 거치잔여개월수 | 상환경과개월수 | |
---|---|---|---|---|---|---|---|---|---|
대출년도 | 1.000 | 0.081 | 0.267 | 0.575 | 0.993 | 0.412 | 0.798 | 0.538 | 0.808 |
대출학기 | 0.081 | 1.000 | 0.082 | 0.046 | 0.383 | 0.059 | 0.033 | 0.000 | 0.068 |
등록금잔액 | 0.267 | 0.082 | 1.000 | 0.164 | 0.268 | 0.180 | 0.218 | 0.260 | 0.341 |
대출기간월수 | 0.575 | 0.046 | 0.164 | 1.000 | 0.573 | 0.935 | 0.497 | 0.567 | 0.432 |
대출경과개월수 | 0.993 | 0.383 | 0.268 | 0.573 | 1.000 | 0.415 | 0.750 | 0.542 | 0.803 |
대출거치기간월수 | 0.412 | 0.059 | 0.180 | 0.935 | 0.415 | 1.000 | 0.594 | 0.669 | 0.288 |
거치경과개월수 | 0.798 | 0.033 | 0.218 | 0.497 | 0.750 | 0.594 | 1.000 | 0.559 | 0.507 |
거치잔여개월수 | 0.538 | 0.000 | 0.260 | 0.567 | 0.542 | 0.669 | 0.559 | 1.000 | 0.533 |
상환경과개월수 | 0.808 | 0.068 | 0.341 | 0.432 | 0.803 | 0.288 | 0.507 | 0.533 | 1.000 |
대출년도 | 등록금잔액 | 대출기간월수 | 대출경과개월수 | 대출거치기간월수 | 거치경과개월수 | 거치잔여개월수 | 상환경과개월수 | 대출학기 | |
---|---|---|---|---|---|---|---|---|---|
대출년도 | 1.000 | 0.326 | -0.419 | -0.996 | -0.319 | 0.500 | 0.605 | -0.796 | 0.069 |
등록금잔액 | 0.326 | 1.000 | 0.185 | -0.332 | 0.144 | 0.332 | 0.339 | -0.463 | 0.082 |
대출기간월수 | -0.419 | 0.185 | 1.000 | 0.418 | 0.774 | 0.202 | 0.212 | 0.038 | 0.036 |
대출경과개월수 | -0.996 | -0.332 | 0.418 | 1.000 | 0.319 | -0.494 | -0.604 | 0.797 | 0.293 |
대출거치기간월수 | -0.319 | 0.144 | 0.774 | 0.319 | 1.000 | 0.350 | 0.359 | -0.188 | 0.044 |
거치경과개월수 | 0.500 | 0.332 | 0.202 | -0.494 | 0.350 | 1.000 | 0.931 | -0.809 | 0.018 |
거치잔여개월수 | 0.605 | 0.339 | 0.212 | -0.604 | 0.359 | 0.931 | 1.000 | -0.809 | 0.000 |
상환경과개월수 | -0.796 | -0.463 | 0.038 | 0.797 | -0.188 | -0.809 | -0.809 | 1.000 | 0.052 |
대출학기 | 0.069 | 0.082 | 0.036 | 0.293 | 0.044 | 0.018 | 0.000 | 0.052 | 1.000 |
기준년월 | 상품명 | 대출년도 | 대출학기 | 등록금잔액 | 생활비용잔액 | 대출기간월수 | 대출경과개월수 | 대출거치기간월수 | 거치경과개월수 | 거치잔여개월수 | 상환경과개월수 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
50752 | 2023-12 | 일반상환학자금_등록금 | 2020 | 2 | 2741866 | 0 | 72 | 40 | 36 | 0 | 0 | 4 |
58642 | 2023-12 | 일반상환학자금_등록금 | 2014 | 1 | 2275850 | 0 | 228 | 118 | 108 | 0 | 0 | 10 |
1516 | 2023-12 | 일반상환학자금_등록금 | 2023 | 2 | 2114000 | 0 | 156 | 4 | 36 | 4 | 32 | 0 |
96657 | 2023-12 | 일반상환학자금_등록금 | 2011 | 1 | 407840 | 0 | 168 | 154 | 48 | 0 | 0 | 106 |
96846 | 2023-12 | 일반상환학자금_등록금 | 2015 | 1 | 640799 | 0 | 168 | 106 | 48 | 0 | 0 | 58 |
10524 | 2023-12 | 일반상환학자금_등록금 | 2016 | 2 | 2778510 | 0 | 180 | 88 | 60 | 0 | 0 | 28 |
67900 | 2023-12 | 일반상환학자금_등록금 | 2023 | 1 | 4686900 | 0 | 84 | 10 | 0 | 0 | 0 | 10 |
63800 | 2023-12 | 일반상환학자금_등록금 | 2020 | 2 | 5899456 | 0 | 168 | 40 | 48 | 40 | 8 | 0 |
62219 | 2023-12 | 일반상환학자금_등록금 | 2015 | 2 | 1441148 | 0 | 168 | 99 | 48 | 0 | 0 | 51 |
19421 | 2023-12 | 일반상환학자금_등록금 | 2010 | 2 | 733180 | 0 | 180 | 160 | 60 | 0 | 0 | 100 |
기준년월 | 상품명 | 대출년도 | 대출학기 | 등록금잔액 | 생활비용잔액 | 대출기간월수 | 대출경과개월수 | 대출거치기간월수 | 거치경과개월수 | 거치잔여개월수 | 상환경과개월수 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
12408 | 2023-12 | 일반상환학자금_등록금 | 2021 | 1 | 1080000 | 0 | 108 | 34 | 48 | 34 | 14 | 0 |
67926 | 2023-12 | 일반상환학자금_등록금 | 2016 | 1 | 3378398 | 0 | 144 | 94 | 24 | 0 | 0 | 70 |
55881 | 2023-12 | 일반상환학자금_등록금 | 2020 | 1 | 2231996 | 0 | 72 | 46 | 24 | 0 | 0 | 22 |
21955 | 2023-12 | 일반상환학자금_등록금 | 2020 | 1 | 262266 | 0 | 192 | 46 | 96 | 46 | 50 | 0 |
69907 | 2023-12 | 일반상환학자금_등록금 | 2019 | 1 | 4824000 | 0 | 204 | 58 | 84 | 58 | 26 | 0 |
36556 | 2023-12 | 일반상환학자금_등록금 | 2019 | 1 | 1382000 | 0 | 180 | 58 | 60 | 58 | 2 | 0 |
43865 | 2023-12 | 일반상환학자금_등록금 | 2018 | 1 | 1944250 | 0 | 144 | 70 | 24 | 0 | 0 | 46 |
73893 | 2023-12 | 일반상환학자금_등록금 | 2023 | 2 | 3442000 | 0 | 204 | 3 | 84 | 3 | 81 | 0 |
97744 | 2023-12 | 일반상환학자금_등록금 | 2023 | 2 | 22000000 | 0 | 204 | 5 | 84 | 5 | 79 | 0 |
82012 | 2023-12 | 일반상환학자금_등록금 | 2018 | 2 | 2151738 | 0 | 96 | 64 | 24 | 0 | 0 | 40 |
Most frequently occurring
기준년월 | 상품명 | 대출년도 | 대출학기 | 등록금잔액 | 생활비용잔액 | 대출기간월수 | 대출경과개월수 | 대출거치기간월수 | 거치경과개월수 | 거치잔여개월수 | 상환경과개월수 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13 | 2023-12 | 일반상환학자금_등록금 | 2023 | 2 | 0 | 0 | 12 | 4 | 0 | 0 | 0 | 4 | 3 |
0 | 2023-12 | 일반상환학자금_등록금 | 2010 | 2 | 0 | 0 | 168 | 160 | 48 | 0 | 0 | 112 | 2 |
1 | 2023-12 | 일반상환학자금_등록금 | 2016 | 2 | 10139000 | 0 | 240 | 88 | 120 | 88 | 32 | 0 | 2 |
2 | 2023-12 | 일반상환학자금_등록금 | 2019 | 1 | 4824000 | 0 | 204 | 58 | 84 | 58 | 26 | 0 | 2 |
3 | 2023-12 | 일반상환학자금_등록금 | 2019 | 2 | 3035360 | 0 | 168 | 52 | 48 | 0 | 0 | 4 | 2 |
4 | 2023-12 | 일반상환학자금_등록금 | 2020 | 1 | 3360500 | 0 | 108 | 46 | 48 | 46 | 2 | 0 | 2 |
5 | 2023-12 | 일반상환학자금_등록금 | 2020 | 2 | 3304000 | 0 | 192 | 40 | 72 | 40 | 32 | 0 | 2 |
6 | 2023-12 | 일반상환학자금_등록금 | 2021 | 1 | 6744000 | 0 | 156 | 34 | 36 | 34 | 2 | 0 | 2 |
7 | 2023-12 | 일반상환학자금_등록금 | 2022 | 1 | 3819000 | 0 | 144 | 22 | 24 | 22 | 2 | 0 | 2 |
8 | 2023-12 | 일반상환학자금_등록금 | 2022 | 1 | 4162000 | 0 | 204 | 22 | 84 | 22 | 62 | 0 | 2 |