Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 372 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 16.1 KiB |
Average record size in memory | 44.4 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | 시군별 주민등록인구 대비 장애인 비율현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=7K610D6JKOBKSTADK9FC24785755&infSeq=1 |
주민등록인구수(명) is highly overall correlated with 등록장애인수(명) and 2 other fields | High correlation |
등록장애인수(명) is highly overall correlated with 주민등록인구수(명) and 1 other fields | High correlation |
등록장애인비율(%) is highly overall correlated with 주민등록인구수(명) and 1 other fields | High correlation |
시군명 is highly overall correlated with 주민등록인구수(명) and 2 other fields | High correlation |
주민등록인구수(명) has unique values | Unique |
Reproduction
Analysis started | 2024-04-14 03:06:47.201063 |
---|---|
Analysis finished | 2024-04-14 03:06:49.604612 |
Duration | 2.4 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2017.5 |
Minimum | 2012 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.4 KiB |
Quantile statistics
Minimum | 2012 |
---|---|
5-th percentile | 2012 |
Q1 | 2014.75 |
median | 2017.5 |
Q3 | 2020.25 |
95-th percentile | 2023 |
Maximum | 2023 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.4567018 |
---|---|
Coefficient of variation (CV) | 0.001713359 |
Kurtosis | -1.2169934 |
Mean | 2017.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 750510 |
Variance | 11.948787 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2023 | 31 | |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 31 | |
2016 | 31 | |
2015 | 31 | |
2014 | 31 | |
Other values (2) | 62 |
Value | Count | Frequency (%) |
2012 | 31 | |
2013 | 31 | |
2014 | 31 | |
2015 | 31 | |
2016 | 31 | |
2017 | 31 | |
2018 | 31 | |
2019 | 31 | |
2020 | 31 | |
2021 | 31 |
Value | Count | Frequency (%) |
2023 | 31 | |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 31 | |
2016 | 31 | |
2015 | 31 | |
2014 | 31 |
시군명
Categorical
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.0 KiB |
가평군 | 12 |
---|---|
고양시 | 12 |
과천시 | 12 |
광명시 | 12 |
광주시 | 12 |
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 | 12 | 3.2% |
고양시 | 12 | 3.2% |
과천시 | 12 | 3.2% |
광명시 | 12 | 3.2% |
광주시 | 12 | 3.2% |
구리시 | 12 | 3.2% |
군포시 | 12 | 3.2% |
김포시 | 12 | 3.2% |
남양주시 | 12 | 3.2% |
동두천시 | 12 | 3.2% |
Other values (21) | 252 |
Length
Value | Count | Frequency (%) |
가평군 | 12 | 3.2% |
안양시 | 12 | 3.2% |
하남시 | 12 | 3.2% |
포천시 | 12 | 3.2% |
평택시 | 12 | 3.2% |
파주시 | 12 | 3.2% |
이천시 | 12 | 3.2% |
의정부시 | 12 | 3.2% |
의왕시 | 12 | 3.2% |
용인시 | 12 | 3.2% |
Other values (21) | 252 |
주민등록인구수(명)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 372 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 417243.49 |
Minimum | 41584 |
---|---|
Maximum | 1202628 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.4 KiB |
Quantile statistics
Minimum | 41584 |
---|---|
5-th percentile | 61877.05 |
Q1 | 158773 |
median | 312442 |
Q3 | 602576 |
95-th percentile | 1074504.9 |
Maximum | 1202628 |
Range | 1161044 |
Interquartile range (IQR) | 443803 |
Descriptive statistics
Standard deviation | 322235.87 |
---|---|
Coefficient of variation (CV) | 0.77229692 |
Kurtosis | -0.34609601 |
Mean | 417243.49 |
Median Absolute Deviation (MAD) | 190665.5 |
Skewness | 0.87811144 |
Sum | 1.5521458 × 108 |
Variance | 1.0383595 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
62302 | 1 | 0.3% |
209330 | 1 | 0.3% |
349990 | 1 | 0.3% |
287519 | 1 | 0.3% |
186721 | 1 | 0.3% |
312579 | 1 | 0.3% |
344978 | 1 | 0.3% |
68946 | 1 | 0.3% |
1027546 | 1 | 0.3% |
62008 | 1 | 0.3% |
Other values (362) | 362 |
Value | Count | Frequency (%) |
41584 | 1 | |
42062 | 1 | |
42721 | 1 | |
43516 | 1 | |
43824 | 1 | |
44633 | 1 | |
45348 | 1 | |
45363 | 1 | |
45431 | 1 | |
45599 | 1 |
Value | Count | Frequency (%) |
1202628 | 1 | |
1201166 | 1 | |
1197257 | 1 | |
1194465 | 1 | |
1190964 | 1 | |
1186078 | 1 | |
1185179 | 1 | |
1184624 | 1 | |
1183714 | 1 | |
1174228 | 1 |
등록장애인수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 367 |
---|---|
Distinct (%) | 98.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17515.586 |
Minimum | 1863 |
---|---|
Maximum | 44396 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.4 KiB |
Quantile statistics
Minimum | 1863 |
---|---|
5-th percentile | 3406.65 |
Q1 | 8042.25 |
median | 13073 |
Q3 | 25058.5 |
95-th percentile | 38531.8 |
Maximum | 44396 |
Range | 42533 |
Interquartile range (IQR) | 17016.25 |
Descriptive statistics
Standard deviation | 11616.852 |
---|---|
Coefficient of variation (CV) | 0.66322944 |
Kurtosis | -0.77216218 |
Mean | 17515.586 |
Median Absolute Deviation (MAD) | 6919.5 |
Skewness | 0.69156957 |
Sum | 6515798 |
Variance | 1.3495126 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3438 | 2 | 0.5% |
3358 | 2 | 0.5% |
10214 | 2 | 0.5% |
35921 | 2 | 0.5% |
11213 | 2 | 0.5% |
10957 | 1 | 0.3% |
7873 | 1 | 0.3% |
13599 | 1 | 0.3% |
13889 | 1 | 0.3% |
2152 | 1 | 0.3% |
Other values (357) | 357 |
Value | Count | Frequency (%) |
1863 | 1 | |
1879 | 1 | |
1898 | 1 | |
1962 | 1 | |
2070 | 1 | |
2152 | 1 | |
2154 | 1 | |
2166 | 1 | |
2175 | 1 | |
2225 | 1 |
Value | Count | Frequency (%) |
44396 | 1 | |
44033 | 1 | |
43501 | 1 | |
43065 | 1 | |
42894 | 1 | |
42689 | 1 | |
42414 | 1 | |
42393 | 1 | |
42247 | 1 | |
41908 | 1 |
등록장애인비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 78 |
---|---|
Distinct (%) | 21.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.7575538 |
Minimum | 2.8 |
---|---|
Maximum | 12.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.4 KiB |
Quantile statistics
Minimum | 2.8 |
---|---|
5-th percentile | 3.364 |
Q1 | 3.87 |
median | 4.4 |
Q3 | 5.125 |
95-th percentile | 7.4 |
Maximum | 12.1 |
Range | 9.3 |
Interquartile range (IQR) | 1.255 |
Descriptive statistics
Standard deviation | 1.3220947 |
---|---|
Coefficient of variation (CV) | 0.2778938 |
Kurtosis | 2.781937 |
Mean | 4.7575538 |
Median Absolute Deviation (MAD) | 0.6 |
Skewness | 1.4997499 |
Sum | 1769.81 |
Variance | 1.7479344 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.9 | 25 | 6.7% |
4.5 | 24 | 6.5% |
4.4 | 23 | 6.2% |
3.8 | 22 | 5.9% |
3.6 | 17 | 4.6% |
4.3 | 15 | 4.0% |
4.2 | 14 | 3.8% |
3.7 | 14 | 3.8% |
4.1 | 12 | 3.2% |
6.6 | 11 | 3.0% |
Other values (68) | 195 |
Value | Count | Frequency (%) |
2.8 | 1 | 0.3% |
2.9 | 1 | 0.3% |
3.0 | 1 | 0.3% |
3.1 | 5 | |
3.2 | 4 | 1.1% |
3.26 | 1 | 0.3% |
3.3 | 5 | |
3.32 | 1 | 0.3% |
3.4 | 10 | |
3.43 | 1 | 0.3% |
Value | Count | Frequency (%) |
12.1 | 1 | 0.3% |
8.5 | 2 | 0.5% |
8.41 | 1 | 0.3% |
8.4 | 5 | |
8.3 | 2 | 0.5% |
8.2 | 2 | 0.5% |
8.1 | 2 | 0.5% |
7.9 | 1 | 0.3% |
7.52 | 1 | 0.3% |
7.4 | 4 |
기준년도 | 시군명 | 주민등록인구수(명) | 등록장애인수(명) | 등록장애인비율(%) | |
---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
시군명 | 0.000 | 1.000 | 0.978 | 0.950 | 0.926 |
주민등록인구수(명) | 0.000 | 0.978 | 1.000 | 0.951 | 0.656 |
등록장애인수(명) | 0.000 | 0.950 | 0.951 | 1.000 | 0.574 |
등록장애인비율(%) | 0.000 | 0.926 | 0.656 | 0.574 | 1.000 |
기준년도 | 주민등록인구수(명) | 등록장애인수(명) | 등록장애인비율(%) | 시군명 | |
---|---|---|---|---|---|
기준년도 | 1.000 | 0.059 | 0.092 | 0.060 | 0.000 |
주민등록인구수(명) | 0.059 | 1.000 | 0.979 | -0.579 | 0.826 |
등록장애인수(명) | 0.092 | 0.979 | 1.000 | -0.435 | 0.712 |
등록장애인비율(%) | 0.060 | -0.579 | -0.435 | 1.000 | 0.672 |
시군명 | 0.000 | 0.826 | 0.712 | 0.672 | 1.000 |
기준년도 | 시군명 | 주민등록인구수(명) | 등록장애인수(명) | 등록장애인비율(%) | |
---|---|---|---|---|---|
0 | 2023 | 가평군 | 62302 | 5070 | 8.1 |
1 | 2023 | 고양시 | 1074907 | 42414 | 3.9 |
2 | 2023 | 과천시 | 81000 | 2293 | 2.8 |
3 | 2023 | 광명시 | 280197 | 12381 | 4.4 |
4 | 2023 | 광주시 | 391377 | 17471 | 4.5 |
5 | 2023 | 구리시 | 187093 | 8552 | 4.6 |
6 | 2023 | 군포시 | 261229 | 11734 | 4.5 |
7 | 2023 | 김포시 | 486172 | 18954 | 3.9 |
8 | 2023 | 남양주시 | 732265 | 33172 | 4.5 |
9 | 2023 | 동두천시 | 88626 | 6323 | 7.1 |
기준년도 | 시군명 | 주민등록인구수(명) | 등록장애인수(명) | 등록장애인비율(%) | |
---|---|---|---|---|---|
362 | 2012 | 오산시 | 200291 | 7571 | 3.8 |
363 | 2012 | 용인시 | 915959 | 30575 | 3.3 |
364 | 2012 | 의왕시 | 154757 | 5986 | 3.9 |
365 | 2012 | 의정부시 | 429147 | 19047 | 4.4 |
366 | 2012 | 이천시 | 204917 | 10259 | 5.0 |
367 | 2012 | 파주시 | 394201 | 18014 | 4.6 |
368 | 2012 | 평택시 | 434305 | 22059 | 5.1 |
369 | 2012 | 포천시 | 157559 | 9715 | 6.2 |
370 | 2012 | 하남시 | 146269 | 6859 | 4.7 |
371 | 2012 | 화성시 | 525490 | 20380 | 3.9 |