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), 월소득현황(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=2159 |
Reproduction
Analysis started | 2024-01-09 21:34:36.988780 |
---|---|
Analysis finished | 2024-01-09 21:34:38.807855 |
Duration | 1.82 second |
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 | 201637.52 |
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 | 46.61986 |
---|---|
Coefficient of variation (CV) | 0.00023120627 |
Kurtosis | -1.293221 |
Mean | 201637.52 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.82198677 |
Sum | 2.0163752 × 109 |
Variance | 2173.4114 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201710 | 609 | 6.1% |
201604 | 600 | 6.0% |
201607 | 600 | 6.0% |
201606 | 592 | 5.9% |
201603 | 591 | 5.9% |
201609 | 590 | 5.9% |
201601 | 587 | 5.9% |
201602 | 585 | 5.9% |
201701 | 574 | 5.7% |
201612 | 570 | 5.7% |
Other values (8) | 4102 |
Value | Count | Frequency (%) |
201601 | 587 | |
201602 | 585 | |
201603 | 591 | |
201604 | 600 | |
201605 | 559 | |
201606 | 592 | |
201607 | 600 | |
201608 | 559 | |
201609 | 590 | |
201610 | 560 |
Value | Count | Frequency (%) |
201712 | 559 | |
201711 | 564 | |
201710 | 609 | |
201703 | 254 | |
201702 | 535 | |
201701 | 574 | |
201612 | 570 | |
201611 | 512 | |
201610 | 560 | |
201609 | 590 |
행정동코드
Real number (ℝ)
Distinct | 208 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44418236 |
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 | 44131540 |
Q1 | 44180360 |
median | 44230400 |
Q3 | 44770253 |
95-th percentile | 44810380 |
Maximum | 44825360 |
Range | 694110 |
Interquartile range (IQR) | 589893 |
Descriptive statistics
Standard deviation | 289639.74 |
---|---|
Coefficient of variation (CV) | 0.0065207393 |
Kurtosis | -1.7340672 |
Mean | 44418236 |
Median Absolute Deviation (MAD) | 96850 |
Skewness | 0.4340776 |
Sum | 4.4418236 × 1011 |
Variance | 8.3891178 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
44760390 | 68 | 0.7% |
44800320 | 64 | 0.6% |
44200600 | 64 | 0.6% |
44180350 | 63 | 0.6% |
44760320 | 63 | 0.6% |
44230400 | 62 | 0.6% |
44790370 | 62 | 0.6% |
44760250 | 62 | 0.6% |
44770310 | 61 | 0.6% |
44200380 | 60 | 0.6% |
Other values (198) | 9371 |
Value | Count | Frequency (%) |
44131250 | 45 | |
44131310 | 46 | |
44131320 | 38 | |
44131330 | 52 | |
44131340 | 48 | |
44131350 | 50 | |
44131360 | 46 | |
44131370 | 45 | |
44131510 | 39 | |
44131520 | 39 |
Value | Count | Frequency (%) |
44825360 | 52 | |
44825350 | 42 | |
44825340 | 45 | |
44825330 | 59 | |
44825320 | 51 | |
44825310 | 42 | |
44825253 | 47 | |
44825250 | 38 | |
44810400 | 52 | |
44810390 | 42 |
성별
Categorical
HIGH CORRELATION
 
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 | 1 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
1 | 5008 | |
2 | 4992 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5008 | |
2 | 4992 |
연령구간
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41.1821 |
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 | 52 |
95-th percentile | 70 |
Maximum | 70 |
Range | 60 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 17.6687 |
---|---|
Coefficient of variation (CV) | 0.42903834 |
Kurtosis | -1.069583 |
Mean | 41.1821 |
Median Absolute Deviation (MAD) | 11 |
Skewness | -0.065144469 |
Sum | 411821 |
Variance | 312.18296 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
51 | 878 | |
22 | 865 | |
21 | 857 | |
52 | 841 | |
42 | 841 | |
31 | 836 | |
41 | 832 | |
61 | 828 | |
32 | 827 | |
70 | 819 | |
Other values (2) | 1576 |
Value | Count | Frequency (%) |
10 | 790 | |
21 | 857 | |
22 | 865 | |
31 | 836 | |
32 | 827 | |
41 | 832 | |
42 | 841 | |
51 | 878 | |
52 | 841 | |
61 | 828 |
Value | Count | Frequency (%) |
70 | 819 | |
62 | 786 | |
61 | 828 | |
52 | 841 | |
51 | 878 | |
42 | 841 | |
41 | 832 | |
32 | 827 | |
31 | 836 | |
22 | 865 |
월소득평균
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 2407 |
---|---|
Distinct (%) | 24.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2146.9082 |
Minimum | 1020 |
---|---|
Maximum | 5899 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1020 |
---|---|
5-th percentile | 1153 |
Q1 | 1695 |
median | 2081 |
Q3 | 2461.25 |
95-th percentile | 3324.05 |
Maximum | 5899 |
Range | 4879 |
Interquartile range (IQR) | 766.25 |
Descriptive statistics
Standard deviation | 655.95122 |
---|---|
Coefficient of variation (CV) | 0.30553296 |
Kurtosis | 1.9827202 |
Mean | 2146.9082 |
Median Absolute Deviation (MAD) | 384 |
Skewness | 0.96533705 |
Sum | 21469082 |
Variance | 430272 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2063 | 22 | 0.2% |
1162 | 20 | 0.2% |
2080 | 19 | 0.2% |
1155 | 19 | 0.2% |
1666 | 18 | 0.2% |
1158 | 18 | 0.2% |
2139 | 17 | 0.2% |
2095 | 17 | 0.2% |
1143 | 17 | 0.2% |
1138 | 17 | 0.2% |
Other values (2397) | 9816 |
Value | Count | Frequency (%) |
1020 | 1 | < 0.1% |
1037 | 1 | < 0.1% |
1055 | 2 | < 0.1% |
1062 | 3 | |
1066 | 1 | < 0.1% |
1069 | 1 | < 0.1% |
1070 | 2 | < 0.1% |
1075 | 2 | < 0.1% |
1081 | 1 | < 0.1% |
1082 | 6 |
Value | Count | Frequency (%) |
5899 | 1 | |
5854 | 1 | |
5851 | 1 | |
5840 | 1 | |
5742 | 1 | |
5714 | 1 | |
5645 | 1 | |
5640 | 1 | |
5619 | 1 | |
5598 | 1 |
기준연월 | 행정동코드 | 성별 | 연령구간 | 월소득평균 | |
---|---|---|---|---|---|
기준연월 | 1.000 | 0.018 | 0.025 | 0.000 | 0.013 |
행정동코드 | 0.018 | 1.000 | 0.000 | 0.000 | 0.139 |
성별 | 0.025 | 0.000 | 1.000 | 0.014 | 0.674 |
연령구간 | 0.000 | 0.000 | 0.014 | 1.000 | 0.718 |
월소득평균 | 0.013 | 0.139 | 0.674 | 0.718 | 1.000 |
기준연월 | 행정동코드 | 연령구간 | 월소득평균 | 성별 | |
---|---|---|---|---|---|
기준연월 | 1.000 | 0.005 | -0.002 | 0.015 | 0.015 |
행정동코드 | 0.005 | 1.000 | 0.004 | -0.013 | 0.000 |
연령구간 | -0.002 | 0.004 | 1.000 | 0.369 | 0.014 |
월소득평균 | 0.015 | -0.013 | 0.369 | 1.000 | 0.525 |
성별 | 0.015 | 0.000 | 0.014 | 0.525 | 1.000 |
기준연월 | 행정동코드 | 성별 | 연령구간 | 월소득평균 | |
---|---|---|---|---|---|
3790 | 201601 | 44270253 | 1 | 10 | 1186 |
54098 | 201608 | 44760250 | 2 | 61 | 1861 |
30550 | 201604 | 44710390 | 2 | 52 | 2111 |
52353 | 201608 | 44210360 | 2 | 62 | 1810 |
9753 | 201610 | 44230350 | 2 | 42 | 2426 |
23675 | 201602 | 44131590 | 1 | 61 | 2848 |
16030 | 201612 | 44790360 | 1 | 21 | 1467 |
64601 | 201710 | 44760320 | 2 | 32 | 2040 |
31144 | 201604 | 44825310 | 1 | 41 | 2494 |
16253 | 201612 | 44210370 | 1 | 21 | 1464 |
기준연월 | 행정동코드 | 성별 | 연령구간 | 월소득평균 | |
---|---|---|---|---|---|
15548 | 201612 | 44133253 | 1 | 10 | 1152 |
36227 | 201605 | 44210400 | 2 | 31 | 1962 |
61759 | 201701 | 44810380 | 1 | 41 | 2909 |
24396 | 201602 | 44150590 | 2 | 61 | 2092 |
42109 | 201606 | 44131580 | 1 | 51 | 3803 |
85670 | 201703 | 44790320 | 1 | 42 | 3185 |
27617 | 201603 | 44230390 | 2 | 10 | 1101 |
72773 | 201711 | 44180310 | 2 | 10 | 1132 |
32373 | 201604 | 44230350 | 2 | 61 | 1771 |
23403 | 201602 | 44800310 | 1 | 42 | 3767 |