Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 108 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.6 KiB |
Average record size in memory | 72.2 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 지역별 재해구호기금 연말잔액, 수입액, 지출액, 적립률 등 통계정보를 제공하는 서비스 |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=3008 |
기준년도 is highly overall correlated with 당해연도 수입액(백만원) and 2 other fields | High correlation |
전년도 연말잔액(백만원) is highly overall correlated with 당해연도 연말잔액(백만원) and 2 other fields | High correlation |
당해연도 수입액(백만원) is highly overall correlated with 기준년도 and 2 other fields | High correlation |
당해연도 지출액(백만원) is highly overall correlated with 기준년도 and 2 other fields | High correlation |
당해연도 연말잔액(백만원) is highly overall correlated with 전년도 연말잔액(백만원) and 1 other fields | High correlation |
누적적립 기준액(백만원) is highly overall correlated with 전년도 연말잔액(백만원) and 2 other fields | High correlation |
적립률(%) is highly overall correlated with 기준년도 and 1 other fields | High correlation |
지역 is highly overall correlated with 전년도 연말잔액(백만원) | High correlation |
전년도 연말잔액(백만원) has unique values | Unique |
당해연도 수입액(백만원) has unique values | Unique |
당해연도 지출액(백만원) has unique values | Unique |
당해연도 연말잔액(백만원) has unique values | Unique |
Reproduction
Analysis started | 2024-01-09 23:18:09.710074 |
---|---|
Analysis finished | 2024-01-09 23:18:14.203712 |
Duration | 4.49 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 5.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2018.5 |
Minimum | 2016 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 2016 |
---|---|
5-th percentile | 2016 |
Q1 | 2017 |
median | 2018.5 |
Q3 | 2020 |
95-th percentile | 2021 |
Maximum | 2021 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.7157871 |
---|---|
Coefficient of variation (CV) | 0.00085003075 |
Kurtosis | -1.2716396 |
Mean | 2018.5 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0 |
Sum | 217998 |
Variance | 2.9439252 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2016 | 18 | |
2017 | 18 | |
2018 | 18 | |
2019 | 18 | |
2020 | 18 | |
2021 | 18 |
Value | Count | Frequency (%) |
2016 | 18 | |
2017 | 18 | |
2018 | 18 | |
2019 | 18 | |
2020 | 18 | |
2021 | 18 |
Value | Count | Frequency (%) |
2021 | 18 | |
2020 | 18 | |
2019 | 18 | |
2018 | 18 | |
2017 | 18 | |
2016 | 18 |
지역
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 996.0 B |
합계 | 6 |
---|---|
서울 | 6 |
부산 | 6 |
대구 | 6 |
인천 | 6 |
Other values (13) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 합계 |
---|---|
2nd row | 서울 |
3rd row | 부산 |
4th row | 대구 |
5th row | 인천 |
Common Values
Value | Count | Frequency (%) |
합계 | 6 | 5.6% |
서울 | 6 | 5.6% |
부산 | 6 | 5.6% |
대구 | 6 | 5.6% |
인천 | 6 | 5.6% |
광주 | 6 | 5.6% |
대전 | 6 | 5.6% |
울산 | 6 | 5.6% |
세종 | 6 | 5.6% |
경기 | 6 | 5.6% |
Other values (8) | 48 |
Length
Value | Count | Frequency (%) |
합계 | 6 | 5.6% |
서울 | 6 | 5.6% |
경남 | 6 | 5.6% |
경북 | 6 | 5.6% |
전남 | 6 | 5.6% |
전북 | 6 | 5.6% |
충남 | 6 | 5.6% |
충북 | 6 | 5.6% |
강원 | 6 | 5.6% |
경기 | 6 | 5.6% |
Other values (8) | 48 |
전년도 연말잔액(백만원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 108 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 104368.91 |
Minimum | 1234 |
---|---|
Maximum | 1245252 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 1234 |
---|---|
5-th percentile | 5628.7 |
Q1 | 23360 |
median | 32052 |
Q3 | 50937.5 |
95-th percentile | 333735.15 |
Maximum | 1245252 |
Range | 1244018 |
Interquartile range (IQR) | 27577.5 |
Descriptive statistics
Standard deviation | 224698.3 |
---|---|
Coefficient of variation (CV) | 2.1529237 |
Kurtosis | 14.437136 |
Mean | 104368.91 |
Median Absolute Deviation (MAD) | 12186 |
Skewness | 3.8002624 |
Sum | 11271842 |
Variance | 5.0489324 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
912259 | 1 | 0.9% |
41030 | 1 | 0.9% |
8691 | 1 | 0.9% |
40544 | 1 | 0.9% |
39659 | 1 | 0.9% |
37767 | 1 | 0.9% |
52004 | 1 | 0.9% |
67417 | 1 | 0.9% |
132037 | 1 | 0.9% |
281495 | 1 | 0.9% |
Other values (98) | 98 |
Value | Count | Frequency (%) |
1234 | 1 | |
2366 | 1 | |
3935 | 1 | |
4452 | 1 | |
4647 | 1 | |
5397 | 1 | |
6059 | 1 | |
7674 | 1 | |
7789 | 1 | |
8691 | 1 |
Value | Count | Frequency (%) |
1245252 | 1 | |
1133268 | 1 | |
1031074 | 1 | |
956305 | 1 | |
912259 | 1 | |
357763 | 1 | |
289112 | 1 | |
281495 | 1 | |
279759 | 1 | |
277548 | 1 |
당해연도 수입액(백만원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 108 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41801.019 |
Minimum | 86 |
---|---|
Maximum | 943354 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 86 |
---|---|
5-th percentile | 483.1 |
Q1 | 2758.75 |
median | 5143 |
Q3 | 12510.5 |
95-th percentile | 224674.15 |
Maximum | 943354 |
Range | 943268 |
Interquartile range (IQR) | 9751.75 |
Descriptive statistics
Standard deviation | 136295.15 |
---|---|
Coefficient of variation (CV) | 3.2605702 |
Kurtosis | 33.059871 |
Mean | 41801.019 |
Median Absolute Deviation (MAD) | 2965.5 |
Skewness | 5.5169024 |
Sum | 4514510 |
Variance | 1.8576369 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
53250 | 1 | 0.9% |
7899 | 1 | 0.9% |
2976 | 1 | 0.9% |
4704 | 1 | 0.9% |
376796 | 1 | 0.9% |
2413 | 1 | 0.9% |
21160 | 1 | 0.9% |
21548 | 1 | 0.9% |
8219 | 1 | 0.9% |
256942 | 1 | 0.9% |
Other values (98) | 98 |
Value | Count | Frequency (%) |
86 | 1 | |
105 | 1 | |
190 | 1 | |
295 | 1 | |
417 | 1 | |
481 | 1 | |
487 | 1 | |
652 | 1 | |
668 | 1 | |
691 | 1 |
Value | Count | Frequency (%) |
943354 | 1 | |
914898 | 1 | |
376796 | 1 | |
270396 | 1 | |
256942 | 1 | |
255702 | 1 | |
167051 | 1 | |
140771 | 1 | |
117675 | 1 | |
95287 | 1 |
당해연도 지출액(백만원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 108 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 49021.574 |
Minimum | 24 |
---|---|
Maximum | 1770477 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 24 |
---|---|
5-th percentile | 74.4 |
Q1 | 330.5 |
median | 757 |
Q3 | 13467.5 |
95-th percentile | 240144.05 |
Maximum | 1770477 |
Range | 1770453 |
Interquartile range (IQR) | 13137 |
Descriptive statistics
Standard deviation | 198199.87 |
---|---|
Coefficient of variation (CV) | 4.0431152 |
Kurtosis | 55.730641 |
Mean | 49021.574 |
Median Absolute Deviation (MAD) | 650 |
Skewness | 6.9657129 |
Sum | 5294330 |
Variance | 3.9283189 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9204 | 1 | 0.9% |
2494 | 1 | 0.9% |
7215 | 1 | 0.9% |
23872 | 1 | 0.9% |
411809 | 1 | 0.9% |
29345 | 1 | 0.9% |
60146 | 1 | 0.9% |
58390 | 1 | 0.9% |
120053 | 1 | 0.9% |
486424 | 1 | 0.9% |
Other values (98) | 98 |
Value | Count | Frequency (%) |
24 | 1 | |
40 | 1 | |
52 | 1 | |
56 | 1 | |
64 | 1 | |
66 | 1 | |
90 | 1 | |
92 | 1 | |
97 | 1 | |
135 | 1 |
Value | Count | Frequency (%) |
1770477 | 1 | |
813181 | 1 | |
486424 | 1 | |
411809 | 1 | |
267346 | 1 | |
249208 | 1 | |
223311 | 1 | |
149111 | 1 | |
131375 | 1 | |
120053 | 1 |
당해연도 연말잔액(백만원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 108 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 97148.296 |
Minimum | 2366 |
---|---|
Maximum | 1245303 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 2366 |
---|---|
5-th percentile | 6357.6 |
Q1 | 20822.5 |
median | 32503 |
Q3 | 50937.5 |
95-th percentile | 372973.05 |
Maximum | 1245303 |
Range | 1242937 |
Interquartile range (IQR) | 30115 |
Descriptive statistics
Standard deviation | 213751.33 |
---|---|
Coefficient of variation (CV) | 2.2002581 |
Kurtosis | 16.998183 |
Mean | 97148.296 |
Median Absolute Deviation (MAD) | 14356 |
Skewness | 4.0620618 |
Sum | 10492016 |
Variance | 4.5689629 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
956305 | 1 | 0.9% |
46435 | 1 | 0.9% |
4452 | 1 | 0.9% |
21376 | 1 | 0.9% |
4646 | 1 | 0.9% |
10835 | 1 | 0.9% |
13018 | 1 | 0.9% |
30575 | 1 | 0.9% |
20203 | 1 | 0.9% |
52013 | 1 | 0.9% |
Other values (98) | 98 |
Value | Count | Frequency (%) |
2366 | 1 | |
3935 | 1 | |
4452 | 1 | |
4646 | 1 | |
5397 | 1 | |
6058 | 1 | |
6914 | 1 | |
7674 | 1 | |
7789 | 1 | |
8252 | 1 |
Value | Count | Frequency (%) |
1245303 | 1 | |
1133921 | 1 | |
1032873 | 1 | |
956305 | 1 | |
459477 | 1 | |
418129 | 1 | |
289112 | 1 | |
281496 | 1 | |
279759 | 1 | |
277548 | 1 |
누적적립 기준액(백만원)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 107 |
---|---|
Distinct (%) | 99.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 135241.85 |
Minimum | 4443 |
---|---|
Maximum | 1494647 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 4443 |
---|---|
5-th percentile | 15783.8 |
Q1 | 24683.5 |
median | 37211 |
Q3 | 76144.25 |
95-th percentile | 769202.8 |
Maximum | 1494647 |
Range | 1490204 |
Interquartile range (IQR) | 51460.75 |
Descriptive statistics
Standard deviation | 284151.22 |
---|---|
Coefficient of variation (CV) | 2.1010598 |
Kurtosis | 12.140198 |
Mean | 135241.85 |
Median Absolute Deviation (MAD) | 16630 |
Skewness | 3.5150946 |
Sum | 14606120 |
Variance | 8.0741915 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
514044 | 2 | 1.9% |
906596 | 1 | 0.9% |
25519 | 1 | 0.9% |
24036 | 1 | 0.9% |
37476 | 1 | 0.9% |
37062 | 1 | 0.9% |
85644 | 1 | 0.9% |
64290 | 1 | 0.9% |
103422 | 1 | 0.9% |
1410558 | 1 | 0.9% |
Other values (97) | 97 |
Value | Count | Frequency (%) |
4443 | 1 | |
6550 | 1 | |
10224 | 1 | |
12858 | 1 | |
15282 | 1 | |
15284 | 1 | |
16712 | 1 | |
17823 | 1 | |
18150 | 1 | |
18186 | 1 |
Value | Count | Frequency (%) |
1494647 | 1 | |
1410558 | 1 | |
1288445 | 1 | |
1173263 | 1 | |
1029551 | 1 | |
906596 | 1 | |
514044 | 2 | |
380223 | 1 | |
341702 | 1 | |
301498 | 1 |
적립률(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 103 |
---|---|
Distinct (%) | 95.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 84.717593 |
Minimum | 10.1 |
---|---|
Maximum | 396.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 10.1 |
---|---|
5-th percentile | 19.745 |
Q1 | 45.225 |
median | 99.9 |
Q3 | 108.65 |
95-th percentile | 131.71 |
Maximum | 396.3 |
Range | 386.2 |
Interquartile range (IQR) | 63.425 |
Descriptive statistics
Standard deviation | 48.017043 |
---|---|
Coefficient of variation (CV) | 0.56678951 |
Kurtosis | 15.273521 |
Mean | 84.717593 |
Median Absolute Deviation (MAD) | 15.85 |
Skewness | 2.2887203 |
Sum | 9149.5 |
Variance | 2305.6364 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
102.6 | 2 | 1.9% |
104.9 | 2 | 1.9% |
96.6 | 2 | 1.9% |
100.0 | 2 | 1.9% |
19.3 | 2 | 1.9% |
105.5 | 1 | 0.9% |
112.4 | 1 | 0.9% |
88.9 | 1 | 0.9% |
12.4 | 1 | 0.9% |
29.2 | 1 | 0.9% |
Other values (93) | 93 |
Value | Count | Frequency (%) |
10.1 | 1 | |
12.4 | 1 | |
15.2 | 1 | |
19.3 | 2 | |
19.5 | 1 | |
20.2 | 1 | |
20.6 | 1 | |
21.1 | 1 | |
22.5 | 1 | |
24.5 | 1 |
Value | Count | Frequency (%) |
396.3 | 1 | |
166.1 | 1 | |
145.6 | 1 | |
144.6 | 1 | |
133.5 | 1 | |
132.9 | 1 | |
129.5 | 1 | |
126.9 | 1 | |
125.0 | 1 | |
123.1 | 1 |
기준년도 | 지역 | 전년도 연말잔액(백만원) | 당해연도 수입액(백만원) | 당해연도 지출액(백만원) | 당해연도 연말잔액(백만원) | 누적적립 기준액(백만원) | 적립률(%) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.345 | 0.000 | 0.000 | 0.737 |
지역 | 0.000 | 1.000 | 0.875 | 0.547 | 0.000 | 0.769 | 0.790 | 0.535 |
전년도 연말잔액(백만원) | 0.000 | 0.875 | 1.000 | 0.507 | 0.512 | 0.892 | 0.928 | 0.000 |
당해연도 수입액(백만원) | 0.000 | 0.547 | 0.507 | 1.000 | 0.959 | 0.727 | 0.834 | 0.000 |
당해연도 지출액(백만원) | 0.345 | 0.000 | 0.512 | 0.959 | 1.000 | 0.615 | 0.728 | 0.000 |
당해연도 연말잔액(백만원) | 0.000 | 0.769 | 0.892 | 0.727 | 0.615 | 1.000 | 0.907 | 0.320 |
누적적립 기준액(백만원) | 0.000 | 0.790 | 0.928 | 0.834 | 0.728 | 0.907 | 1.000 | 0.135 |
적립률(%) | 0.737 | 0.535 | 0.000 | 0.000 | 0.000 | 0.320 | 0.135 | 1.000 |
기준년도 | 전년도 연말잔액(백만원) | 당해연도 수입액(백만원) | 당해연도 지출액(백만원) | 당해연도 연말잔액(백만원) | 누적적립 기준액(백만원) | 적립률(%) | 지역 | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | -0.026 | 0.535 | 0.644 | -0.178 | 0.169 | -0.525 | 0.000 |
전년도 연말잔액(백만원) | -0.026 | 1.000 | 0.394 | 0.389 | 0.823 | 0.832 | 0.039 | 0.525 |
당해연도 수입액(백만원) | 0.535 | 0.394 | 1.000 | 0.671 | 0.312 | 0.554 | -0.348 | 0.293 |
당해연도 지출액(백만원) | 0.644 | 0.389 | 0.671 | 1.000 | 0.106 | 0.488 | -0.529 | 0.000 |
당해연도 연말잔액(백만원) | -0.178 | 0.823 | 0.312 | 0.106 | 1.000 | 0.794 | 0.292 | 0.453 |
누적적립 기준액(백만원) | 0.169 | 0.832 | 0.554 | 0.488 | 0.794 | 1.000 | -0.219 | 0.461 |
적립률(%) | -0.525 | 0.039 | -0.348 | -0.529 | 0.292 | -0.219 | 1.000 | 0.225 |
지역 | 0.000 | 0.525 | 0.293 | 0.000 | 0.453 | 0.461 | 0.225 | 1.000 |
기준년도 | 지역 | 전년도 연말잔액(백만원) | 당해연도 수입액(백만원) | 당해연도 지출액(백만원) | 당해연도 연말잔액(백만원) | 누적적립 기준액(백만원) | 적립률(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2016 | 합계 | 912259 | 53250 | 9204 | 956305 | 906596 | 105.5 |
1 | 2016 | 서울 | 272007 | 6187 | 646 | 277548 | 272123 | 102.0 |
2 | 2016 | 부산 | 125171 | 1910 | 334 | 126747 | 76301 | 166.1 |
3 | 2016 | 대구 | 28262 | 10263 | 739 | 37786 | 47387 | 79.7 |
4 | 2016 | 인천 | 32859 | 295 | 199 | 32955 | 58944 | 55.9 |
5 | 2016 | 광주 | 25606 | 2484 | 135 | 27955 | 27936 | 100.1 |
6 | 2016 | 대전 | 28189 | 1626 | 64 | 29751 | 29150 | 102.1 |
7 | 2016 | 울산 | 27849 | 2030 | 2635 | 27244 | 29340 | 92.9 |
8 | 2016 | 세종 | 1234 | 1172 | 40 | 2366 | 6550 | 36.1 |
9 | 2016 | 경기 | 172491 | 3733 | 1164 | 175060 | 160920 | 108.8 |
기준년도 | 지역 | 전년도 연말잔액(백만원) | 당해연도 수입액(백만원) | 당해연도 지출액(백만원) | 당해연도 연말잔액(백만원) | 누적적립 기준액(백만원) | 적립률(%) | |
---|---|---|---|---|---|---|---|---|
98 | 2021 | 세종 | 4452 | 3116 | 654 | 6914 | 18186 | 38.0 |
99 | 2021 | 경기 | 50582 | 69671 | 58395 | 61858 | 292551 | 21.1 |
100 | 2021 | 강원 | 7789 | 17587 | 15826 | 9550 | 28261 | 33.8 |
101 | 2021 | 충북 | 25967 | 5058 | 15660 | 15364 | 28771 | 53.4 |
102 | 2021 | 충남 | 44862 | 8560 | 16260 | 37162 | 42591 | 87.3 |
103 | 2021 | 전북 | 5397 | 4935 | 983 | 9349 | 28048 | 33.3 |
104 | 2021 | 전남 | 7674 | 5261 | 789 | 12147 | 29307 | 41.4 |
105 | 2021 | 경북 | 10347 | 8074 | 811 | 17609 | 4443 | 396.3 |
106 | 2021 | 경남 | 13169 | 13649 | 14255 | 12563 | 65202 | 19.3 |
107 | 2021 | 제주 | 32265 | 30327 | 32698 | 29894 | 39616 | 75.5 |