Dataset statistics
Number of variables | 19 |
---|---|
Number of observations | 1045 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 173.6 KiB |
Average record size in memory | 170.1 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 14 |
Dataset
Description | 중장기개방계획에따른 경상남도 경남도립거창대학 데이터자료입니다.(과정종류, 입학금, 수업료,기숙사비 등의 데이터를 포함하고있습니다. ) |
---|---|
Author | 경상남도 |
URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15066688 |
과정종류 has constant value "" | Constant |
신문방송비 has constant value "" | Constant |
학사모비 has constant value "" | Constant |
기타3 has constant value "" | Constant |
기타4 has constant value "" | Constant |
기타5 has constant value "" | Constant |
기타6 has constant value "" | Constant |
년도 is highly overall correlated with 수업료 and 4 other fields | High correlation |
수업료 is highly overall correlated with 년도 and 2 other fields | High correlation |
기성회비 is highly overall correlated with 년도 and 2 other fields | High correlation |
기숙사비 is highly overall correlated with 년도 and 2 other fields | High correlation |
기타2 is highly overall correlated with 년도 and 4 other fields | High correlation |
기타7 is highly overall correlated with 년도 and 2 other fields | High correlation |
입학금 is highly imbalanced (74.2%) | Imbalance |
학생회비 is highly imbalanced (71.8%) | Imbalance |
앨범비 is highly imbalanced (66.5%) | Imbalance |
기타7 is highly imbalanced (59.5%) | Imbalance |
기성회비 has 332 (31.8%) zeros | Zeros |
기숙사비 has 372 (35.6%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 23:39:39.486942 |
---|---|
Analysis finished | 2023-12-10 23:39:43.245650 |
Duration | 3.76 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2010.3971 |
Minimum | 1999 |
---|---|
Maximum | 2020 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 9.3 KiB |
Quantile statistics
Minimum | 1999 |
---|---|
5-th percentile | 2000 |
Q1 | 2005 |
median | 2011 |
Q3 | 2016 |
95-th percentile | 2019 |
Maximum | 2020 |
Range | 21 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 6.2156482 |
---|---|
Coefficient of variation (CV) | 0.0030917514 |
Kurtosis | -1.1344125 |
Mean | 2010.3971 |
Median Absolute Deviation (MAD) | 5 |
Skewness | -0.18836814 |
Sum | 2100865 |
Variance | 38.634283 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2019 | 58 | 5.6% |
2015 | 57 | 5.5% |
2018 | 56 | 5.4% |
2017 | 56 | 5.4% |
2013 | 54 | 5.2% |
2014 | 54 | 5.2% |
2016 | 54 | 5.2% |
2010 | 51 | 4.9% |
2020 | 51 | 4.9% |
2009 | 51 | 4.9% |
Other values (12) | 503 |
Value | Count | Frequency (%) |
1999 | 34 | |
2000 | 37 | |
2001 | 38 | |
2002 | 46 | |
2003 | 38 | |
2004 | 40 | |
2005 | 40 | |
2006 | 40 | |
2007 | 43 | |
2008 | 47 |
Value | Count | Frequency (%) |
2020 | 51 | |
2019 | 58 | |
2018 | 56 | |
2017 | 56 | |
2016 | 54 | |
2015 | 57 | |
2014 | 54 | |
2013 | 54 | |
2012 | 50 | |
2011 | 50 |
학과코드
Real number (ℝ)
Distinct | 15 |
---|---|
Distinct (%) | 1.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.3511962 |
Minimum | 1 |
---|---|
Maximum | 15 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 9.3 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3 |
median | 6 |
Q3 | 9 |
95-th percentile | 13 |
Maximum | 15 |
Range | 14 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 3.5560793 |
---|---|
Coefficient of variation (CV) | 0.55990702 |
Kurtosis | -0.67685691 |
Mean | 6.3511962 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.35665579 |
Sum | 6637 |
Variance | 12.6457 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 140 | |
3 | 92 | |
1 | 89 | |
5 | 89 | |
7 | 89 | |
8 | 89 | |
2 | 86 | |
4 | 86 | |
9 | 84 | |
11 | 48 | 4.6% |
Other values (5) | 153 |
Value | Count | Frequency (%) |
1 | 89 | |
2 | 86 | |
3 | 92 | |
4 | 86 | |
5 | 89 | |
6 | 140 | |
7 | 89 | |
8 | 89 | |
9 | 84 | |
10 | 43 | 4.1% |
Value | Count | Frequency (%) |
15 | 8 | 0.8% |
14 | 23 | 2.2% |
13 | 32 | 3.1% |
12 | 47 | 4.5% |
11 | 48 | 4.6% |
10 | 43 | 4.1% |
9 | 84 | |
8 | 89 | |
7 | 89 | |
6 | 140 |
학년
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
1 | |
---|---|
2 | |
3 | |
4 | 8 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 487 | |
2 | 485 | |
3 | 65 | 6.2% |
4 | 8 | 0.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 487 | |
2 | 485 | |
3 | 65 | 6.2% |
4 | 8 | 0.8% |
학기
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 525 | |
2 | 520 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 525 | |
2 | 520 |
과정종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
A |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | A |
---|---|
2nd row | A |
3rd row | A |
4th row | A |
5th row | A |
Common Values
Value | Count | Frequency (%) |
A | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
a | 1045 |
입학금
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
0 | |
---|---|
316000 | 48 |
307000 | 27 |
297000 | 12 |
283000 | 9 |
Length
Max length | 6 |
---|---|
Median length | 1 |
Mean length | 1.4593301 |
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 | 949 | |
316000 | 48 | 4.6% |
307000 | 27 | 2.6% |
297000 | 12 | 1.1% |
283000 | 9 | 0.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 949 | |
316000 | 48 | 4.6% |
307000 | 27 | 2.6% |
297000 | 12 | 1.1% |
283000 | 9 | 0.9% |
수업료
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 10 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1140078.5 |
Minimum | 700000 |
---|---|
Maximum | 1445000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 9.3 KiB |
Quantile statistics
Minimum | 700000 |
---|---|
5-th percentile | 845000 |
Q1 | 1011000 |
median | 1090000 |
Q3 | 1445000 |
95-th percentile | 1445000 |
Maximum | 1445000 |
Range | 745000 |
Interquartile range (IQR) | 434000 |
Descriptive statistics
Standard deviation | 206267.26 |
---|---|
Coefficient of variation (CV) | 0.18092374 |
Kurtosis | -1.0340125 |
Mean | 1140078.5 |
Median Absolute Deviation (MAD) | 79000 |
Skewness | 0.40041332 |
Sum | 1.191382 × 109 |
Variance | 4.2546182 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1011000 | 360 | |
1445000 | 284 | |
1130000 | 183 | |
845000 | 63 | 6.0% |
1198000 | 48 | 4.6% |
839000 | 40 | 3.8% |
1090000 | 34 | 3.3% |
937000 | 21 | 2.0% |
700000 | 8 | 0.8% |
904000 | 4 | 0.4% |
Value | Count | Frequency (%) |
700000 | 8 | 0.8% |
839000 | 40 | 3.8% |
845000 | 63 | 6.0% |
904000 | 4 | 0.4% |
937000 | 21 | 2.0% |
1011000 | 360 | |
1090000 | 34 | 3.3% |
1130000 | 183 | |
1198000 | 48 | 4.6% |
1445000 | 284 |
Value | Count | Frequency (%) |
1445000 | 284 | |
1198000 | 48 | 4.6% |
1130000 | 183 | |
1090000 | 34 | 3.3% |
1011000 | 360 | |
937000 | 21 | 2.0% |
904000 | 4 | 0.4% |
845000 | 63 | 6.0% |
839000 | 40 | 3.8% |
700000 | 8 | 0.8% |
기성회비
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 255606.7 |
Minimum | 0 |
---|---|
Maximum | 454000 |
Zeros | 332 |
Zeros (%) | 31.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 9.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 273000 |
Q3 | 434000 |
95-th percentile | 454000 |
Maximum | 454000 |
Range | 454000 |
Interquartile range (IQR) | 434000 |
Descriptive statistics
Standard deviation | 186366.2 |
---|---|
Coefficient of variation (CV) | 0.72911312 |
Kurtosis | -1.5027014 |
Mean | 255606.7 |
Median Absolute Deviation (MAD) | 161000 |
Skewness | -0.43731936 |
Sum | 2.67109 × 108 |
Variance | 3.473236 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
434000 | 360 | |
0 | 332 | |
273000 | 217 | |
454000 | 63 | 6.0% |
359000 | 40 | 3.8% |
226000 | 25 | 2.4% |
377000 | 8 | 0.8% |
Value | Count | Frequency (%) |
0 | 332 | |
226000 | 25 | 2.4% |
273000 | 217 | |
359000 | 40 | 3.8% |
377000 | 8 | 0.8% |
434000 | 360 | |
454000 | 63 | 6.0% |
Value | Count | Frequency (%) |
454000 | 63 | 6.0% |
434000 | 360 | |
377000 | 8 | 0.8% |
359000 | 40 | 3.8% |
273000 | 217 | |
226000 | 25 | 2.4% |
0 | 332 |
학생회비
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
0 | |
---|---|
30000 | 94 |
300000 | 1 |
Length
Max length | 6 |
---|---|
Median length | 1 |
Mean length | 1.3645933 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 950 | |
30000 | 94 | 9.0% |
300000 | 1 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 950 | |
30000 | 94 | 9.0% |
300000 | 1 | 0.1% |
신문방송비
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1045 |
앨범비
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
0 | |
---|---|
60000 | 73 |
70000 | 36 |
95000 | 16 |
65000 | 12 |
Length
Max length | 5 |
---|---|
Median length | 1 |
Mean length | 1.5244019 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 70000 |
5th row | 70000 |
Common Values
Value | Count | Frequency (%) |
0 | 908 | |
60000 | 73 | 7.0% |
70000 | 36 | 3.4% |
95000 | 16 | 1.5% |
65000 | 12 | 1.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 908 | |
60000 | 73 | 7.0% |
70000 | 36 | 3.4% |
95000 | 16 | 1.5% |
65000 | 12 | 1.1% |
학사모비
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1045 |
기숙사비
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 11 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 188617.22 |
Minimum | 0 |
---|---|
Maximum | 600000 |
Zeros | 372 |
Zeros (%) | 35.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 9.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 200000 |
Q3 | 280000 |
95-th percentile | 570000 |
Maximum | 600000 |
Range | 600000 |
Interquartile range (IQR) | 280000 |
Descriptive statistics
Standard deviation | 169628.92 |
---|---|
Coefficient of variation (CV) | 0.89932892 |
Kurtosis | -0.23323674 |
Mean | 188617.22 |
Median Absolute Deviation (MAD) | 100000 |
Skewness | 0.53561233 |
Sum | 1.97105 × 108 |
Variance | 2.8773972 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 372 | |
280000 | 302 | |
300000 | 85 | 8.1% |
185000 | 69 | 6.6% |
125000 | 52 | 5.0% |
570000 | 50 | 4.8% |
600000 | 27 | 2.6% |
250000 | 25 | 2.4% |
400000 | 24 | 2.3% |
200000 | 20 | 1.9% |
Value | Count | Frequency (%) |
0 | 372 | |
125000 | 52 | 5.0% |
170000 | 19 | 1.8% |
185000 | 69 | 6.6% |
200000 | 20 | 1.9% |
250000 | 25 | 2.4% |
280000 | 302 | |
300000 | 85 | 8.1% |
400000 | 24 | 2.3% |
570000 | 50 | 4.8% |
Value | Count | Frequency (%) |
600000 | 27 | 2.6% |
570000 | 50 | 4.8% |
400000 | 24 | 2.3% |
300000 | 85 | 8.1% |
280000 | 302 | |
250000 | 25 | 2.4% |
200000 | 20 | 1.9% |
185000 | 69 | 6.6% |
170000 | 19 | 1.8% |
125000 | 52 | 5.0% |
기타2
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
0 | |
---|---|
240000 | |
320000 | |
300000 |
Length
Max length | 6 |
---|---|
Median length | 1 |
Mean length | 2.9665072 |
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 | 634 | |
240000 | 139 | 13.3% |
320000 | 137 | 13.1% |
300000 | 135 | 12.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 634 | |
240000 | 139 | 13.3% |
320000 | 137 | 13.1% |
300000 | 135 | 12.9% |
기타3
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1045 |
기타4
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1045 |
기타5
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1045 |
기타6
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 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 | 1045 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 1045 |
기타7
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 8.3 KiB |
0 | |
---|---|
500000 | |
700000 | 24 |
Length
Max length | 6 |
---|---|
Median length | 1 |
Mean length | 1.645933 |
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 | 910 | |
500000 | 111 | 10.6% |
700000 | 24 | 2.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 910 | |
500000 | 111 | 10.6% |
700000 | 24 | 2.3% |
년도 | 학과코드 | 학년 | 학기 | 입학금 | 수업료 | 기성회비 | 학생회비 | 앨범비 | 기숙사비 | 기타2 | 기타7 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
년도 | 1.000 | 0.369 | 0.123 | 0.000 | 0.696 | 0.785 | 0.789 | 0.633 | 0.540 | 0.889 | 0.964 | 0.752 |
학과코드 | 0.369 | 1.000 | 0.436 | 0.000 | 0.000 | 0.593 | 0.528 | 0.156 | 0.071 | 0.277 | 0.339 | 0.286 |
학년 | 0.123 | 0.436 | 1.000 | 0.000 | 0.211 | 0.116 | 0.123 | 0.000 | 0.243 | 0.075 | 0.194 | 0.085 |
학기 | 0.000 | 0.000 | 0.000 | 1.000 | 0.255 | 0.000 | 0.000 | 0.156 | 0.294 | 0.235 | 0.197 | 0.089 |
입학금 | 0.696 | 0.000 | 0.211 | 0.255 | 1.000 | 0.414 | 0.316 | 0.405 | 0.000 | 0.316 | 0.144 | 0.081 |
수업료 | 0.785 | 0.593 | 0.116 | 0.000 | 0.414 | 1.000 | 0.936 | 0.422 | 0.365 | 0.684 | 0.678 | 0.505 |
기성회비 | 0.789 | 0.528 | 0.123 | 0.000 | 0.316 | 0.936 | 1.000 | 0.549 | 0.280 | 0.833 | 0.711 | 0.713 |
학생회비 | 0.633 | 0.156 | 0.000 | 0.156 | 0.405 | 0.422 | 0.549 | 1.000 | 0.082 | 0.695 | 0.182 | 0.233 |
앨범비 | 0.540 | 0.071 | 0.243 | 0.294 | 0.000 | 0.365 | 0.280 | 0.082 | 1.000 | 0.419 | 0.199 | 0.114 |
기숙사비 | 0.889 | 0.277 | 0.075 | 0.235 | 0.316 | 0.684 | 0.833 | 0.695 | 0.419 | 1.000 | 0.747 | 0.963 |
기타2 | 0.964 | 0.339 | 0.194 | 0.197 | 0.144 | 0.678 | 0.711 | 0.182 | 0.199 | 0.747 | 1.000 | 0.676 |
기타7 | 0.752 | 0.286 | 0.085 | 0.089 | 0.081 | 0.505 | 0.713 | 0.233 | 0.114 | 0.963 | 0.676 | 1.000 |
기타7 | 앨범비 | 입학금 | 학기 | 학생회비 | 학년 | 기타2 | |
---|---|---|---|---|---|---|---|
기타7 | 1.000 | 0.086 | 0.061 | 0.148 | 0.074 | 0.080 | 0.706 |
앨범비 | 0.086 | 1.000 | 0.000 | 0.359 | 0.061 | 0.201 | 0.163 |
입학금 | 0.061 | 0.000 | 1.000 | 0.311 | 0.335 | 0.173 | 0.118 |
학기 | 0.148 | 0.359 | 0.311 | 1.000 | 0.257 | 0.000 | 0.130 |
학생회비 | 0.074 | 0.061 | 0.335 | 0.257 | 1.000 | 0.000 | 0.172 |
학년 | 0.080 | 0.201 | 0.173 | 0.000 | 0.000 | 1.000 | 0.077 |
기타2 | 0.706 | 0.163 | 0.118 | 0.130 | 0.172 | 0.077 | 1.000 |
년도 | 학과코드 | 수업료 | 기성회비 | 기숙사비 | 학년 | 학기 | 입학금 | 학생회비 | 앨범비 | 기타2 | 기타7 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
년도 | 1.000 | 0.278 | 0.613 | -0.585 | 0.747 | 0.075 | 0.000 | 0.329 | 0.422 | 0.353 | 0.900 | 0.623 |
학과코드 | 0.278 | 1.000 | 0.060 | -0.186 | 0.203 | 0.274 | 0.000 | 0.000 | 0.077 | 0.035 | 0.208 | 0.178 |
수업료 | 0.613 | 0.060 | 1.000 | -0.883 | 0.433 | 0.075 | 0.000 | 0.281 | 0.313 | 0.248 | 0.540 | 0.391 |
기성회비 | -0.585 | -0.186 | -0.883 | 1.000 | -0.427 | 0.079 | 0.000 | 0.220 | 0.269 | 0.193 | 0.543 | 0.393 |
기숙사비 | 0.747 | 0.203 | 0.433 | -0.427 | 1.000 | 0.048 | 0.169 | 0.220 | 0.378 | 0.300 | 0.583 | 0.766 |
학년 | 0.075 | 0.274 | 0.075 | 0.079 | 0.048 | 1.000 | 0.000 | 0.173 | 0.000 | 0.201 | 0.077 | 0.080 |
학기 | 0.000 | 0.000 | 0.000 | 0.000 | 0.169 | 0.000 | 1.000 | 0.311 | 0.257 | 0.359 | 0.130 | 0.148 |
입학금 | 0.329 | 0.000 | 0.281 | 0.220 | 0.220 | 0.173 | 0.311 | 1.000 | 0.335 | 0.000 | 0.118 | 0.061 |
학생회비 | 0.422 | 0.077 | 0.313 | 0.269 | 0.378 | 0.000 | 0.257 | 0.335 | 1.000 | 0.061 | 0.172 | 0.074 |
앨범비 | 0.353 | 0.035 | 0.248 | 0.193 | 0.300 | 0.201 | 0.359 | 0.000 | 0.061 | 1.000 | 0.163 | 0.086 |
기타2 | 0.900 | 0.208 | 0.540 | 0.543 | 0.583 | 0.077 | 0.130 | 0.118 | 0.172 | 0.163 | 1.000 | 0.706 |
기타7 | 0.623 | 0.178 | 0.391 | 0.393 | 0.766 | 0.080 | 0.148 | 0.061 | 0.074 | 0.086 | 0.706 | 1.000 |
년도 | 학과코드 | 학년 | 학기 | 과정종류 | 입학금 | 수업료 | 기성회비 | 학생회비 | 신문방송비 | 앨범비 | 학사모비 | 기숙사비 | 기타2 | 기타3 | 기타4 | 기타5 | 기타6 | 기타7 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2011 | 10 | 1 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 0 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
1 | 2011 | 11 | 1 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 0 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
2 | 2011 | 12 | 1 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 0 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
3 | 2011 | 1 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 70000 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
4 | 2011 | 2 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 70000 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
5 | 2011 | 3 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 70000 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
6 | 2011 | 4 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 70000 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
7 | 2011 | 5 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 70000 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
8 | 2011 | 6 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 0 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
9 | 2011 | 7 | 2 | 2 | A | 0 | 1011000 | 434000 | 0 | 0 | 70000 | 0 | 250000 | 0 | 0 | 0 | 0 | 0 | 0 |
년도 | 학과코드 | 학년 | 학기 | 과정종류 | 입학금 | 수업료 | 기성회비 | 학생회비 | 신문방송비 | 앨범비 | 학사모비 | 기숙사비 | 기타2 | 기타3 | 기타4 | 기타5 | 기타6 | 기타7 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1035 | 2020 | 7 | 2 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1036 | 2020 | 8 | 2 | 1 | A | 0 | 1198000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1037 | 2020 | 9 | 2 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1038 | 2020 | 11 | 2 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1039 | 2020 | 12 | 2 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1040 | 2020 | 13 | 2 | 1 | A | 0 | 1198000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1041 | 2020 | 14 | 2 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1042 | 2020 | 15 | 2 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1043 | 2020 | 6 | 3 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |
1044 | 2020 | 6 | 4 | 1 | A | 0 | 1445000 | 0 | 0 | 0 | 0 | 0 | 300000 | 300000 | 0 | 0 | 0 | 0 | 500000 |