Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 517.6 KiB |
Average record size in memory | 53.0 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | KCB(코리아크레딧뷰로)에서 제공한 데이터의 통계 자료로 월별, 시군별(행정동코드), 연령구간(만18세이상 ~ 104세이하를 5세단위로 구분), 월부채평균(단위 : 천원)을 확인할 수 있습니다. <성별> 1 남성, 2 여성 <연령구간> 10 : 20세미만, 21 : 25세미만, 22 : 30세미만, 31 : 35세미만, 32 : 40세미만, 41 : 45세미만, 42 : 50세미만, 51 : 55세미만, 52 : 60세미만, 61 : 65세미만, 62 : 70세미만, 70 : 70세이상 본 자료는 상업적 이용금지 및 재배포할 수 없습니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2161 |
Reproduction
Analysis started | 2024-01-09 21:38:18.344006 |
---|---|
Analysis finished | 2024-01-09 21:38:20.343656 |
Duration | 2 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준연월
Real number (ℝ)
Distinct | 18 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201638.14 |
Minimum | 201601 |
---|---|
Maximum | 201712 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 201601 |
---|---|
5-th percentile | 201601 |
Q1 | 201605 |
median | 201609 |
Q3 | 201702 |
95-th percentile | 201712 |
Maximum | 201712 |
Range | 111 |
Interquartile range (IQR) | 97 |
Descriptive statistics
Standard deviation | 46.745091 |
---|---|
Coefficient of variation (CV) | 0.00023182663 |
Kurtosis | -1.3383552 |
Mean | 201638.14 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.79423191 |
Sum | 2.0163814 × 109 |
Variance | 2185.1035 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201607 | 632 | 6.3% |
201610 | 627 | 6.3% |
201604 | 594 | 5.9% |
201711 | 592 | 5.9% |
201701 | 580 | 5.8% |
201612 | 577 | 5.8% |
201606 | 574 | 5.7% |
201601 | 566 | 5.7% |
201609 | 566 | 5.7% |
201710 | 564 | 5.6% |
Other values (8) | 4128 |
Value | Count | Frequency (%) |
201601 | 566 | |
201602 | 529 | |
201603 | 547 | |
201604 | 594 | |
201605 | 554 | |
201606 | 574 | |
201607 | 632 | |
201608 | 549 | |
201609 | 566 | |
201610 | 627 |
Value | Count | Frequency (%) |
201712 | 563 | |
201711 | 592 | |
201710 | 564 | |
201703 | 303 | |
201702 | 549 | |
201701 | 580 | |
201612 | 577 | |
201611 | 534 | |
201610 | 627 | |
201609 | 566 |
행정동코드
Real number (ℝ)
Distinct | 208 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44417172 |
Minimum | 44131250 |
---|---|
Maximum | 44825360 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 44131250 |
---|---|
5-th percentile | 44131530 |
Q1 | 44180360 |
median | 44230400 |
Q3 | 44770267 |
95-th percentile | 44810380 |
Maximum | 44825360 |
Range | 694110 |
Interquartile range (IQR) | 589907.25 |
Descriptive statistics
Standard deviation | 289431.28 |
---|---|
Coefficient of variation (CV) | 0.0065162024 |
Kurtosis | -1.7260012 |
Mean | 44417172 |
Median Absolute Deviation (MAD) | 96870 |
Skewness | 0.4399463 |
Sum | 4.4417172 × 1011 |
Variance | 8.3770468 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
44180400 | 67 | 0.7% |
44760330 | 65 | 0.7% |
44790340 | 65 | 0.7% |
44270380 | 64 | 0.6% |
44200253 | 63 | 0.6% |
44131540 | 63 | 0.6% |
44131580 | 61 | 0.6% |
44250310 | 61 | 0.6% |
44770253 | 60 | 0.6% |
44760250 | 60 | 0.6% |
Other values (198) | 9371 |
Value | Count | Frequency (%) |
44131250 | 41 | |
44131310 | 51 | |
44131320 | 34 | |
44131330 | 58 | |
44131340 | 54 | |
44131350 | 50 | |
44131360 | 46 | |
44131370 | 44 | |
44131510 | 48 | |
44131520 | 52 |
Value | Count | Frequency (%) |
44825360 | 46 | |
44825350 | 49 | |
44825340 | 53 | |
44825330 | 52 | |
44825320 | 48 | |
44825310 | 56 | |
44825253 | 48 | |
44825250 | 47 | |
44810400 | 49 | |
44810390 | 51 |
성별
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 | 1 |
4th row | 1 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 5098 | |
2 | 4902 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5098 | |
2 | 4902 |
연령구간
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41.0088 |
Minimum | 10 |
---|---|
Maximum | 70 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 10 |
---|---|
5-th percentile | 10 |
Q1 | 22 |
median | 41 |
Q3 | 61 |
95-th percentile | 70 |
Maximum | 70 |
Range | 60 |
Interquartile range (IQR) | 39 |
Descriptive statistics
Standard deviation | 17.95746 |
---|---|
Coefficient of variation (CV) | 0.43789284 |
Kurtosis | -1.0939812 |
Mean | 41.0088 |
Median Absolute Deviation (MAD) | 19 |
Skewness | -0.06001777 |
Sum | 410088 |
Variance | 322.47037 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21 | 875 | |
10 | 874 | |
70 | 848 | |
61 | 847 | |
41 | 844 | |
32 | 840 | |
22 | 836 | |
42 | 834 | |
51 | 816 | |
62 | 807 | |
Other values (2) | 1579 |
Value | Count | Frequency (%) |
10 | 874 | |
21 | 875 | |
22 | 836 | |
31 | 796 | |
32 | 840 | |
41 | 844 | |
42 | 834 | |
51 | 816 | |
52 | 783 | |
61 | 847 |
Value | Count | Frequency (%) |
70 | 848 | |
62 | 807 | |
61 | 847 | |
52 | 783 | |
51 | 816 | |
42 | 834 | |
41 | 844 | |
32 | 840 | |
31 | 796 | |
22 | 836 |
월대출평균잔액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 8922 |
---|---|
Distinct (%) | 89.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 51021.371 |
Minimum | 0 |
---|---|
Maximum | 358680 |
Zeros | 615 |
Zeros (%) | 6.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 26509.75 |
median | 47892 |
Q3 | 70779.25 |
95-th percentile | 110501.55 |
Maximum | 358680 |
Range | 358680 |
Interquartile range (IQR) | 44269.5 |
Descriptive statistics
Standard deviation | 33967.43 |
---|---|
Coefficient of variation (CV) | 0.66574907 |
Kurtosis | 2.7900733 |
Mean | 51021.371 |
Median Absolute Deviation (MAD) | 22058 |
Skewness | 0.9570834 |
Sum | 5.1021371 × 108 |
Variance | 1.1537863 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 615 | 6.2% |
3000 | 18 | 0.2% |
10000 | 11 | 0.1% |
5000 | 10 | 0.1% |
1000 | 7 | 0.1% |
4000 | 5 | 0.1% |
2000 | 5 | 0.1% |
30714 | 3 | < 0.1% |
34221 | 3 | < 0.1% |
42330 | 3 | < 0.1% |
Other values (8912) | 9320 |
Value | Count | Frequency (%) |
0 | 615 | |
140 | 1 | < 0.1% |
177 | 1 | < 0.1% |
200 | 1 | < 0.1% |
269 | 1 | < 0.1% |
419 | 1 | < 0.1% |
490 | 1 | < 0.1% |
495 | 1 | < 0.1% |
499 | 1 | < 0.1% |
525 | 1 | < 0.1% |
Value | Count | Frequency (%) |
358680 | 1 | |
338911 | 1 | |
298213 | 1 | |
291064 | 1 | |
269251 | 1 | |
254627 | 1 | |
254420 | 1 | |
246482 | 1 | |
240000 | 1 | |
239600 | 1 |
기준연월 | 행정동코드 | 성별 | 연령구간 | 월대출평균잔액 | |
---|---|---|---|---|---|
기준연월 | 1.000 | 0.000 | 0.008 | 0.019 | 0.057 |
행정동코드 | 0.000 | 1.000 | 0.000 | 0.025 | 0.179 |
성별 | 0.008 | 0.000 | 1.000 | 0.000 | 0.318 |
연령구간 | 0.019 | 0.025 | 0.000 | 1.000 | 0.517 |
월대출평균잔액 | 0.057 | 0.179 | 0.318 | 0.517 | 1.000 |
기준연월 | 행정동코드 | 연령구간 | 월대출평균잔액 | 성별 | |
---|---|---|---|---|---|
기준연월 | 1.000 | 0.008 | -0.005 | 0.042 | 0.004 |
행정동코드 | 0.008 | 1.000 | 0.003 | -0.099 | 0.000 |
연령구간 | -0.005 | 0.003 | 1.000 | 0.586 | 0.000 |
월대출평균잔액 | 0.042 | -0.099 | 0.586 | 1.000 | 0.244 |
성별 | 0.004 | 0.000 | 0.000 | 0.244 | 1.000 |
기준연월 | 행정동코드 | 성별 | 연령구간 | 월대출평균잔액 | |
---|---|---|---|---|---|
1778 | 201601 | 44800350 | 2 | 42 | 28511 |
6008 | 201610 | 44200250 | 1 | 70 | 61255 |
49491 | 201607 | 44210330 | 1 | 62 | 30333 |
48392 | 201607 | 44270530 | 1 | 41 | 105294 |
29469 | 201603 | 44131310 | 2 | 62 | 90676 |
2288 | 201601 | 44150590 | 2 | 22 | 32812 |
14840 | 201611 | 44210400 | 1 | 61 | 85050 |
17371 | 201612 | 44131310 | 1 | 31 | 51802 |
56296 | 201609 | 44200250 | 1 | 32 | 59029 |
973 | 201601 | 44770350 | 2 | 61 | 24772 |
기준연월 | 행정동코드 | 성별 | 연령구간 | 월대출평균잔액 | |
---|---|---|---|---|---|
16145 | 201612 | 44230250 | 1 | 70 | 62682 |
8535 | 201610 | 44150560 | 2 | 51 | 54878 |
21935 | 201602 | 44770360 | 1 | 41 | 25494 |
71125 | 201711 | 44200610 | 2 | 22 | 32631 |
62153 | 201701 | 44133310 | 1 | 32 | 42378 |
64703 | 201710 | 44810380 | 1 | 32 | 83879 |
50307 | 201608 | 44131350 | 1 | 52 | 73290 |
1412 | 201601 | 44270390 | 2 | 32 | 48716 |
13178 | 201611 | 44131340 | 1 | 41 | 80287 |
76710 | 201712 | 44210320 | 1 | 42 | 86468 |