Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 155 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 8.2 KiB |
Average record size in memory | 53.9 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 4 |
Dataset
Description | 청각장애인 인공달팽이관 수술지원 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=AUGQOYO4S57EYV5BE33A26091320&infSeq=1 |
지원인원수(명) is highly overall correlated with 합계지원금액(원) and 2 other fields | High correlation |
합계지원금액(원) is highly overall correlated with 지원인원수(명) and 2 other fields | High correlation |
수술비지원금액(원) is highly overall correlated with 지원인원수(명) and 2 other fields | High correlation |
재활치료비지원금액(원) is highly overall correlated with 지원인원수(명) and 2 other fields | High correlation |
지원인원수(명) has 107 (69.0%) zeros | Zeros |
합계지원금액(원) has 107 (69.0%) zeros | Zeros |
수술비지원금액(원) has 107 (69.0%) zeros | Zeros |
재활치료비지원금액(원) has 114 (73.5%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-12 23:14:36.214889 |
---|---|
Analysis finished | 2024-03-12 23:14:37.635420 |
Duration | 1.42 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
2022 | |
---|---|
2021 | |
2020 | |
2019 | |
2018 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022 |
---|---|
2nd row | 2022 |
3rd row | 2022 |
4th row | 2022 |
5th row | 2022 |
Common Values
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 |
시군명
Categorical
Distinct | 31 |
---|---|
Distinct (%) | 20.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
가평군 | 5 |
---|---|
고양시 | 5 |
과천시 | 5 |
광명시 | 5 |
광주시 | 5 |
Other values (26) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.0967742 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가평군 |
---|---|
2nd row | 고양시 |
3rd row | 과천시 |
4th row | 광명시 |
5th row | 광주시 |
Common Values
Value | Count | Frequency (%) |
가평군 | 5 | 3.2% |
고양시 | 5 | 3.2% |
과천시 | 5 | 3.2% |
광명시 | 5 | 3.2% |
광주시 | 5 | 3.2% |
구리시 | 5 | 3.2% |
군포시 | 5 | 3.2% |
김포시 | 5 | 3.2% |
남양주시 | 5 | 3.2% |
동두천시 | 5 | 3.2% |
Other values (21) | 105 |
Length
Value | Count | Frequency (%) |
가평군 | 5 | 3.2% |
안양시 | 5 | 3.2% |
하남시 | 5 | 3.2% |
포천시 | 5 | 3.2% |
평택시 | 5 | 3.2% |
파주시 | 5 | 3.2% |
이천시 | 5 | 3.2% |
의정부시 | 5 | 3.2% |
의왕시 | 5 | 3.2% |
용인시 | 5 | 3.2% |
Other values (21) | 105 |
지원인원수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 3.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.49032258 |
Minimum | 0 |
---|---|
Maximum | 6 |
Zeros | 107 |
Zeros (%) | 69.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 2 |
Maximum | 6 |
Range | 6 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 0.94228061 |
---|---|
Coefficient of variation (CV) | 1.9217565 |
Kurtosis | 10.545257 |
Mean | 0.49032258 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.8352956 |
Sum | 76 |
Variance | 0.88789275 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 107 | |
1 | 32 | 20.6% |
2 | 9 | 5.8% |
3 | 5 | 3.2% |
6 | 1 | 0.6% |
5 | 1 | 0.6% |
Value | Count | Frequency (%) |
0 | 107 | |
1 | 32 | 20.6% |
2 | 9 | 5.8% |
3 | 5 | 3.2% |
5 | 1 | 0.6% |
6 | 1 | 0.6% |
Value | Count | Frequency (%) |
6 | 1 | 0.6% |
5 | 1 | 0.6% |
3 | 5 | 3.2% |
2 | 9 | 5.8% |
1 | 32 | 20.6% |
0 | 107 |
합계지원금액(원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 39 |
---|---|
Distinct (%) | 25.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2570229.5 |
Minimum | 0 |
---|---|
Maximum | 36000000 |
Zeros | 107 |
Zeros (%) | 69.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 4946510 |
95-th percentile | 11483523 |
Maximum | 36000000 |
Range | 36000000 |
Interquartile range (IQR) | 4946510 |
Descriptive statistics
Standard deviation | 5100058.4 |
---|---|
Coefficient of variation (CV) | 1.9842813 |
Kurtosis | 14.75692 |
Mean | 2570229.5 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.2465903 |
Sum | 3.9838557 × 108 |
Variance | 2.6010595 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 107 | |
6000000 | 10 | 6.5% |
12000000 | 2 | 1.3% |
10220090 | 1 | 0.6% |
18000000 | 1 | 0.6% |
5481830 | 1 | 0.6% |
5990440 | 1 | 0.6% |
3655650 | 1 | 0.6% |
4637930 | 1 | 0.6% |
36000000 | 1 | 0.6% |
Other values (29) | 29 | 18.7% |
Value | Count | Frequency (%) |
0 | 107 | |
2684670 | 1 | 0.6% |
3023410 | 1 | 0.6% |
3065930 | 1 | 0.6% |
3655650 | 1 | 0.6% |
3656500 | 1 | 0.6% |
4637930 | 1 | 0.6% |
4646780 | 1 | 0.6% |
4884590 | 1 | 0.6% |
4929010 | 1 | 0.6% |
Value | Count | Frequency (%) |
36000000 | 1 | |
27029230 | 1 | |
18000000 | 1 | |
16323830 | 1 | |
15439660 | 1 | |
12000000 | 2 | |
11879800 | 1 | |
11313690 | 1 | |
10948490 | 1 | |
10701510 | 1 |
수술비지원금액(원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 48 |
---|---|
Distinct (%) | 31.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1645732.1 |
Minimum | 0 |
---|---|
Maximum | 29766310 |
Zeros | 107 |
Zeros (%) | 69.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2644665 |
95-th percentile | 7981712 |
Maximum | 29766310 |
Range | 29766310 |
Interquartile range (IQR) | 2644665 |
Descriptive statistics
Standard deviation | 3540403.2 |
---|---|
Coefficient of variation (CV) | 2.1512633 |
Kurtosis | 26.714854 |
Mean | 1645732.1 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.2226454 |
Sum | 2.5508848 × 108 |
Variance | 1.2534455 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 107 | |
6000000 | 2 | 1.3% |
5676290 | 1 | 0.6% |
3157060 | 1 | 0.6% |
10502750 | 1 | 0.6% |
2783030 | 1 | 0.6% |
5307440 | 1 | 0.6% |
2536450 | 1 | 0.6% |
4637930 | 1 | 0.6% |
4475740 | 1 | 0.6% |
Other values (38) | 38 | 24.5% |
Value | Count | Frequency (%) |
0 | 107 | |
746050 | 1 | 0.6% |
1554620 | 1 | 0.6% |
1669320 | 1 | 0.6% |
1789510 | 1 | 0.6% |
1829880 | 1 | 0.6% |
1948860 | 1 | 0.6% |
2536450 | 1 | 0.6% |
2604590 | 1 | 0.6% |
2604660 | 1 | 0.6% |
Value | Count | Frequency (%) |
29766310 | 1 | |
15926950 | 1 | |
10502750 | 1 | |
9520210 | 1 | |
8737120 | 1 | |
8520010 | 1 | |
8397200 | 1 | |
8381510 | 1 | |
7810370 | 1 | |
7364310 | 1 |
재활치료비지원금액(원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 42 |
---|---|
Distinct (%) | 27.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 924497.35 |
Minimum | 0 |
---|---|
Maximum | 11102280 |
Zeros | 114 |
Zeros (%) | 73.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 591665 |
95-th percentile | 4844270 |
Maximum | 11102280 |
Range | 11102280 |
Interquartile range (IQR) | 591665 |
Descriptive statistics
Standard deviation | 1929356.5 |
---|---|
Coefficient of variation (CV) | 2.0869248 |
Kurtosis | 7.3245268 |
Mean | 924497.35 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.5557553 |
Sum | 1.4329709 × 108 |
Variance | 3.7224164 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 114 | |
4543800 | 1 | 0.6% |
2675000 | 1 | 0.6% |
7497250 | 1 | 0.6% |
2698800 | 1 | 0.6% |
683000 | 1 | 0.6% |
1119200 | 1 | 0.6% |
1524260 | 1 | 0.6% |
4330680 | 1 | 0.6% |
6233690 | 1 | 0.6% |
Other values (32) | 32 | 20.6% |
Value | Count | Frequency (%) |
0 | 114 | |
120000 | 1 | 0.6% |
500330 | 1 | 0.6% |
683000 | 1 | 0.6% |
1119200 | 1 | 0.6% |
1375000 | 1 | 0.6% |
1500000 | 1 | 0.6% |
1522000 | 1 | 0.6% |
1524260 | 1 | 0.6% |
1974550 | 1 | 0.6% |
Value | Count | Frequency (%) |
11102280 | 1 | |
8959520 | 1 | |
7497250 | 1 | |
6511250 | 1 | |
6233690 | 1 | |
5919450 | 1 | |
5897430 | 1 | |
5180900 | 1 | |
4700000 | 1 | |
4543800 | 1 |
기준년도 | 시군명 | 지원인원수(명) | 합계지원금액(원) | 수술비지원금액(원) | 재활치료비지원금액(원) | |
---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.018 | 0.116 | 0.108 | 0.167 |
시군명 | 0.000 | 1.000 | 0.452 | 0.360 | 0.349 | 0.345 |
지원인원수(명) | 0.018 | 0.452 | 1.000 | 0.967 | 0.985 | 0.898 |
합계지원금액(원) | 0.116 | 0.360 | 0.967 | 1.000 | 0.923 | 0.869 |
수술비지원금액(원) | 0.108 | 0.349 | 0.985 | 0.923 | 1.000 | 0.878 |
재활치료비지원금액(원) | 0.167 | 0.345 | 0.898 | 0.869 | 0.878 | 1.000 |
기준년도 | 시군명 | |
---|---|---|
기준년도 | 1.000 | 0.000 |
시군명 | 0.000 | 1.000 |
지원인원수(명) | 합계지원금액(원) | 수술비지원금액(원) | 재활치료비지원금액(원) | 기준년도 | 시군명 | |
---|---|---|---|---|---|---|
지원인원수(명) | 1.000 | 0.993 | 0.992 | 0.903 | 0.000 | 0.194 |
합계지원금액(원) | 0.993 | 1.000 | 0.988 | 0.917 | 0.072 | 0.140 |
수술비지원금액(원) | 0.992 | 0.988 | 1.000 | 0.869 | 0.071 | 0.142 |
재활치료비지원금액(원) | 0.903 | 0.917 | 0.869 | 1.000 | 0.094 | 0.120 |
기준년도 | 0.000 | 0.072 | 0.071 | 0.094 | 1.000 | 0.000 |
시군명 | 0.194 | 0.140 | 0.142 | 0.120 | 0.000 | 1.000 |
기준년도 | 시군명 | 지원인원수(명) | 합계지원금액(원) | 수술비지원금액(원) | 재활치료비지원금액(원) | |
---|---|---|---|---|---|---|
0 | 2022 | 가평군 | 0 | 0 | 0 | 0 |
1 | 2022 | 고양시 | 0 | 0 | 0 | 0 |
2 | 2022 | 과천시 | 1 | 2684670 | 2684670 | 0 |
3 | 2022 | 광명시 | 0 | 0 | 0 | 0 |
4 | 2022 | 광주시 | 0 | 0 | 0 | 0 |
5 | 2022 | 구리시 | 0 | 0 | 0 | 0 |
6 | 2022 | 군포시 | 0 | 0 | 0 | 0 |
7 | 2022 | 김포시 | 0 | 0 | 0 | 0 |
8 | 2022 | 남양주시 | 3 | 10259120 | 8737120 | 1522000 |
9 | 2022 | 동두천시 | 0 | 0 | 0 | 0 |
기준년도 | 시군명 | 지원인원수(명) | 합계지원금액(원) | 수술비지원금액(원) | 재활치료비지원금액(원) | |
---|---|---|---|---|---|---|
145 | 2018 | 오산시 | 0 | 0 | 0 | 0 |
146 | 2018 | 용인시 | 2 | 10701510 | 8381510 | 2320000 |
147 | 2018 | 의왕시 | 0 | 0 | 0 | 0 |
148 | 2018 | 의정부시 | 0 | 0 | 0 | 0 |
149 | 2018 | 이천시 | 1 | 5540240 | 5540240 | 0 |
150 | 2018 | 파주시 | 0 | 0 | 0 | 0 |
151 | 2018 | 평택시 | 1 | 5926950 | 746050 | 5180900 |
152 | 2018 | 포천시 | 0 | 0 | 0 | 0 |
153 | 2018 | 하남시 | 0 | 0 | 0 | 0 |
154 | 2018 | 화성시 | 1 | 4884590 | 2604590 | 2280000 |