Dataset statistics
Number of variables | 19 |
---|---|
Number of observations | 260 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 43.3 KiB |
Average record size in memory | 170.5 B |
Variable types
Numeric | 8 |
---|---|
Categorical | 11 |
Dataset
Description | 장애인 보조기기 교부 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=66GALOVS40M295UYV2U426036490&infSeq=1 |
안면장애인수(명) has constant value "" | Constant |
간장애인수(명) has constant value "" | Constant |
뇌전증장애인수(명) has constant value "" | Constant |
총계(명) is highly overall correlated with 지체장애인수(명) and 2 other fields | High correlation |
지체장애인수(명) is highly overall correlated with 총계(명) and 2 other fields | High correlation |
뇌병변장애인수(명) is highly overall correlated with 총계(명) and 3 other fields | High correlation |
시각장애인수(명) is highly overall correlated with 총계(명) and 2 other fields | High correlation |
언어장애인수(명) is highly overall correlated with 뇌병변장애인수(명) | High correlation |
언어장애인수(명) is highly imbalanced (89.1%) | Imbalance |
신장장애인수(명) is highly imbalanced (85.2%) | Imbalance |
심장장애인수(명) is highly imbalanced (93.5%) | Imbalance |
호흡기장애인수(명) is highly imbalanced (86.0%) | Imbalance |
장루요루장애인수(명) is highly imbalanced (93.5%) | Imbalance |
정신장애인수(명) is highly imbalanced (90.9%) | Imbalance |
자폐성장애인수(명) is highly imbalanced (77.6%) | Imbalance |
총계(명) has 10 (3.8%) zeros | Zeros |
지체장애인수(명) has 29 (11.2%) zeros | Zeros |
뇌병변장애인수(명) has 35 (13.5%) zeros | Zeros |
시각장애인수(명) has 84 (32.3%) zeros | Zeros |
청각장애인수(명) has 191 (73.5%) zeros | Zeros |
지적장애인수(명) has 202 (77.7%) zeros | Zeros |
중복장애인수(명) has 182 (70.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 21:33:28.365175 |
---|---|
Analysis finished | 2023-12-10 21:33:36.220475 |
Duration | 7.86 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
Distinct | 10 |
---|---|
Distinct (%) | 3.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2017.9808 |
Minimum | 2013 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 2013 |
---|---|
5-th percentile | 2013 |
Q1 | 2016 |
median | 2018 |
Q3 | 2020 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 9 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.8372208 |
---|---|
Coefficient of variation (CV) | 0.0014059702 |
Kurtosis | -1.119517 |
Mean | 2017.9808 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.25634733 |
Sum | 524675 |
Variance | 8.0498218 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 21 | |
2016 | 21 | |
2015 | 21 | |
2014 | 21 | |
2013 | 21 |
Value | Count | Frequency (%) |
2013 | 21 | |
2014 | 21 | |
2015 | 21 | |
2016 | 21 | |
2017 | 21 | |
2018 | 31 | |
2019 | 31 | |
2020 | 31 | |
2021 | 31 | |
2022 | 31 |
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 21 | |
2016 | 21 | |
2015 | 21 | |
2014 | 21 | |
2013 | 21 |
시군명
Categorical
Distinct | 31 |
---|---|
Distinct (%) | 11.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
안성시 | 10 |
---|---|
안산시 | 10 |
부천시 | 10 |
군포시 | 10 |
성남시 | 10 |
Other values (26) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.0576923 |
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 (%) |
안성시 | 10 | 3.8% |
안산시 | 10 | 3.8% |
부천시 | 10 | 3.8% |
군포시 | 10 | 3.8% |
성남시 | 10 | 3.8% |
광주시 | 10 | 3.8% |
광명시 | 10 | 3.8% |
시흥시 | 10 | 3.8% |
김포시 | 10 | 3.8% |
수원시 | 10 | 3.8% |
Other values (21) | 160 |
Length
Value | Count | Frequency (%) |
안성시 | 10 | 3.8% |
과천시 | 10 | 3.8% |
양평군 | 10 | 3.8% |
하남시 | 10 | 3.8% |
평택시 | 10 | 3.8% |
이천시 | 10 | 3.8% |
의왕시 | 10 | 3.8% |
안산시 | 10 | 3.8% |
오산시 | 10 | 3.8% |
여주시 | 10 | 3.8% |
Other values (21) | 160 |
총계(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 52 |
---|---|
Distinct (%) | 20.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.015385 |
Minimum | 0 |
---|---|
Maximum | 75 |
Zeros | 10 |
Zeros (%) | 3.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 5.75 |
median | 11 |
Q3 | 19.25 |
95-th percentile | 47.25 |
Maximum | 75 |
Range | 75 |
Interquartile range (IQR) | 13.5 |
Descriptive statistics
Standard deviation | 15.202613 |
---|---|
Coefficient of variation (CV) | 0.9492506 |
Kurtosis | 1.9577866 |
Mean | 16.015385 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 1.5133709 |
Sum | 4164 |
Variance | 231.11945 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 15 | 5.8% |
9 | 15 | 5.8% |
2 | 14 | 5.4% |
6 | 13 | 5.0% |
7 | 13 | 5.0% |
12 | 11 | 4.2% |
0 | 10 | 3.8% |
4 | 10 | 3.8% |
1 | 10 | 3.8% |
11 | 9 | 3.5% |
Other values (42) | 140 |
Value | Count | Frequency (%) |
0 | 10 | |
1 | 10 | |
2 | 14 | |
3 | 15 | |
4 | 10 | |
5 | 6 | 2.3% |
6 | 13 | |
7 | 13 | |
8 | 7 | |
9 | 15 |
Value | Count | Frequency (%) |
75 | 1 | 0.4% |
66 | 2 | |
64 | 1 | 0.4% |
62 | 2 | |
59 | 1 | 0.4% |
57 | 1 | 0.4% |
54 | 2 | |
52 | 3 | |
47 | 1 | 0.4% |
46 | 2 |
지체장애인수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 10.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.5923077 |
Minimum | 0 |
---|---|
Maximum | 40 |
Zeros | 29 |
Zeros (%) | 11.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 5 |
Q3 | 9 |
95-th percentile | 20 |
Maximum | 40 |
Range | 40 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 6.5614954 |
---|---|
Coefficient of variation (CV) | 0.99532603 |
Kurtosis | 4.071708 |
Mean | 6.5923077 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 1.8004472 |
Sum | 1714 |
Variance | 43.053222 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 31 | |
0 | 29 | |
1 | 23 | |
2 | 23 | |
4 | 21 | 8.1% |
6 | 19 | 7.3% |
8 | 17 | 6.5% |
7 | 17 | 6.5% |
5 | 13 | 5.0% |
9 | 10 | 3.8% |
Other values (18) | 57 |
Value | Count | Frequency (%) |
0 | 29 | |
1 | 23 | |
2 | 23 | |
3 | 31 | |
4 | 21 | |
5 | 13 | |
6 | 19 | |
7 | 17 | |
8 | 17 | |
9 | 10 | 3.8% |
Value | Count | Frequency (%) |
40 | 1 | 0.4% |
31 | 2 | 0.8% |
30 | 1 | 0.4% |
25 | 2 | 0.8% |
24 | 2 | 0.8% |
23 | 2 | 0.8% |
22 | 2 | 0.8% |
20 | 5 | |
19 | 1 | 0.4% |
18 | 1 | 0.4% |
뇌병변장애인수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 27 |
---|---|
Distinct (%) | 10.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.1653846 |
Minimum | 0 |
---|---|
Maximum | 30 |
Zeros | 35 |
Zeros (%) | 13.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 4 |
Q3 | 7 |
95-th percentile | 15.05 |
Maximum | 30 |
Range | 30 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 5.4559975 |
---|---|
Coefficient of variation (CV) | 1.0562616 |
Kurtosis | 5.0162294 |
Mean | 5.1653846 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 2.0046818 |
Sum | 1343 |
Variance | 29.767909 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 35 | |
1 | 35 | |
2 | 30 | |
4 | 27 | |
3 | 24 | |
5 | 21 | |
7 | 15 | 5.8% |
6 | 14 | 5.4% |
9 | 11 | 4.2% |
8 | 9 | 3.5% |
Other values (17) | 39 |
Value | Count | Frequency (%) |
0 | 35 | |
1 | 35 | |
2 | 30 | |
3 | 24 | |
4 | 27 | |
5 | 21 | |
6 | 14 | 5.4% |
7 | 15 | |
8 | 9 | 3.5% |
9 | 11 | 4.2% |
Value | Count | Frequency (%) |
30 | 1 | |
29 | 1 | |
27 | 1 | |
26 | 2 | |
24 | 1 | |
22 | 1 | |
21 | 1 | |
19 | 1 | |
18 | 1 | |
17 | 2 |
시각장애인수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 16 |
---|---|
Distinct (%) | 6.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.5307692 |
Minimum | 0 |
---|---|
Maximum | 21 |
Zeros | 84 |
Zeros (%) | 32.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1 |
Q3 | 3 |
95-th percentile | 11 |
Maximum | 21 |
Range | 21 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 3.646945 |
---|---|
Coefficient of variation (CV) | 1.4410421 |
Kurtosis | 5.5607575 |
Mean | 2.5307692 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 2.2261825 |
Sum | 658 |
Variance | 13.300208 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 84 | |
1 | 70 | |
2 | 31 | 11.9% |
3 | 17 | 6.5% |
4 | 11 | 4.2% |
6 | 8 | 3.1% |
5 | 7 | 2.7% |
11 | 6 | 2.3% |
9 | 5 | 1.9% |
12 | 5 | 1.9% |
Other values (6) | 16 | 6.2% |
Value | Count | Frequency (%) |
0 | 84 | |
1 | 70 | |
2 | 31 | 11.9% |
3 | 17 | 6.5% |
4 | 11 | 4.2% |
5 | 7 | 2.7% |
6 | 8 | 3.1% |
7 | 4 | 1.5% |
8 | 3 | 1.2% |
9 | 5 | 1.9% |
Value | Count | Frequency (%) |
21 | 2 | 0.8% |
14 | 1 | 0.4% |
13 | 3 | 1.2% |
12 | 5 | |
11 | 6 | |
10 | 3 | 1.2% |
9 | 5 | |
8 | 3 | 1.2% |
7 | 4 | |
6 | 8 |
청각장애인수(명)
Real number (ℝ)
ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.55384615 |
Minimum | 0 |
---|---|
Maximum | 10 |
Zeros | 191 |
Zeros (%) | 73.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 3 |
Maximum | 10 |
Range | 10 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 1.2243447 |
---|---|
Coefficient of variation (CV) | 2.2106223 |
Kurtosis | 15.705005 |
Mean | 0.55384615 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.3342677 |
Sum | 144 |
Variance | 1.4990199 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 191 | |
1 | 36 | 13.8% |
2 | 12 | 4.6% |
3 | 9 | 3.5% |
4 | 8 | 3.1% |
5 | 3 | 1.2% |
10 | 1 | 0.4% |
Value | Count | Frequency (%) |
0 | 191 | |
1 | 36 | 13.8% |
2 | 12 | 4.6% |
3 | 9 | 3.5% |
4 | 8 | 3.1% |
5 | 3 | 1.2% |
10 | 1 | 0.4% |
Value | Count | Frequency (%) |
10 | 1 | 0.4% |
5 | 3 | 1.2% |
4 | 8 | 3.1% |
3 | 9 | 3.5% |
2 | 12 | 4.6% |
1 | 36 | 13.8% |
0 | 191 |
언어장애인수(명)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 5 |
2 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 254 | |
1 | 5 | 1.9% |
2 | 1 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 254 | |
1 | 5 | 1.9% |
2 | 1 | 0.4% |
안면장애인수(명)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 260 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 260 |
신장장애인수(명)
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 8 |
2 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 251 | |
1 | 8 | 3.1% |
2 | 1 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 251 | |
1 | 8 | 3.1% |
2 | 1 | 0.4% |
심장장애인수(명)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 258 | |
1 | 2 | 0.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 258 | |
1 | 2 | 0.8% |
간장애인수(명)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 260 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 260 |
호흡기장애인수(명)
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 7 |
2 | 2 |
3 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 250 | |
1 | 7 | 2.7% |
2 | 2 | 0.8% |
3 | 1 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 250 | |
1 | 7 | 2.7% |
2 | 2 | 0.8% |
3 | 1 | 0.4% |
장루요루장애인수(명)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 258 | |
1 | 2 | 0.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 258 | |
1 | 2 | 0.8% |
뇌전증장애인수(명)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 260 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 260 |
지적장애인수(명)
Real number (ℝ)
ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 2.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.34615385 |
Minimum | 0 |
---|---|
Maximum | 5 |
Zeros | 202 |
Zeros (%) | 77.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 2 |
Maximum | 5 |
Range | 5 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0.79779172 |
---|---|
Coefficient of variation (CV) | 2.3047316 |
Kurtosis | 12.018512 |
Mean | 0.34615385 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.1572844 |
Sum | 90 |
Variance | 0.63647164 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 202 | |
1 | 39 | 15.0% |
2 | 12 | 4.6% |
3 | 3 | 1.2% |
4 | 2 | 0.8% |
5 | 2 | 0.8% |
Value | Count | Frequency (%) |
0 | 202 | |
1 | 39 | 15.0% |
2 | 12 | 4.6% |
3 | 3 | 1.2% |
4 | 2 | 0.8% |
5 | 2 | 0.8% |
Value | Count | Frequency (%) |
5 | 2 | 0.8% |
4 | 2 | 0.8% |
3 | 3 | 1.2% |
2 | 12 | 4.6% |
1 | 39 | 15.0% |
0 | 202 |
정신장애인수(명)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 3 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 257 | |
1 | 3 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 257 | |
1 | 3 | 1.2% |
자폐성장애인수(명)
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 KiB |
0 | |
---|---|
1 | 15 |
3 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 244 | |
1 | 15 | 5.8% |
3 | 1 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 244 | |
1 | 15 | 5.8% |
3 | 1 | 0.4% |
중복장애인수(명)
Real number (ℝ)
ZEROS
 
Distinct | 9 |
---|---|
Distinct (%) | 3.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.66923077 |
Minimum | 0 |
---|---|
Maximum | 8 |
Zeros | 182 |
Zeros (%) | 70.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.4 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1 |
95-th percentile | 4 |
Maximum | 8 |
Range | 8 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 1.388805 |
---|---|
Coefficient of variation (CV) | 2.0752259 |
Kurtosis | 9.0479544 |
Mean | 0.66923077 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.8399032 |
Sum | 174 |
Variance | 1.9287793 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 182 | |
1 | 38 | 14.6% |
2 | 17 | 6.5% |
3 | 9 | 3.5% |
4 | 5 | 1.9% |
5 | 4 | 1.5% |
8 | 2 | 0.8% |
6 | 2 | 0.8% |
7 | 1 | 0.4% |
Value | Count | Frequency (%) |
0 | 182 | |
1 | 38 | 14.6% |
2 | 17 | 6.5% |
3 | 9 | 3.5% |
4 | 5 | 1.9% |
5 | 4 | 1.5% |
6 | 2 | 0.8% |
7 | 1 | 0.4% |
8 | 2 | 0.8% |
Value | Count | Frequency (%) |
8 | 2 | 0.8% |
7 | 1 | 0.4% |
6 | 2 | 0.8% |
5 | 4 | 1.5% |
4 | 5 | 1.9% |
3 | 9 | 3.5% |
2 | 17 | 6.5% |
1 | 38 | 14.6% |
0 | 182 |
기준년도 | 시군명 | 총계(명) | 지체장애인수(명) | 뇌병변장애인수(명) | 시각장애인수(명) | 청각장애인수(명) | 언어장애인수(명) | 신장장애인수(명) | 심장장애인수(명) | 호흡기장애인수(명) | 장루요루장애인수(명) | 지적장애인수(명) | 정신장애인수(명) | 자폐성장애인수(명) | 중복장애인수(명) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.370 | 0.275 | 0.273 | 0.214 | 0.195 | 0.353 | 0.135 | 0.000 | 0.000 | 0.080 | 0.207 | 0.173 | 0.000 | 0.461 |
시군명 | 0.000 | 1.000 | 0.630 | 0.640 | 0.647 | 0.462 | 0.517 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.393 | 0.000 | 0.404 | 0.000 |
총계(명) | 0.370 | 0.630 | 1.000 | 0.797 | 0.902 | 0.726 | 0.604 | 0.492 | 0.335 | 0.087 | 0.373 | 0.116 | 0.501 | 0.000 | 0.269 | 0.529 |
지체장애인수(명) | 0.275 | 0.640 | 0.797 | 1.000 | 0.696 | 0.476 | 0.561 | 0.396 | 0.000 | 0.152 | 0.499 | 0.195 | 0.335 | 0.122 | 0.232 | 0.558 |
뇌병변장애인수(명) | 0.273 | 0.647 | 0.902 | 0.696 | 1.000 | 0.544 | 0.410 | 0.578 | 0.000 | 0.000 | 0.000 | 0.164 | 0.501 | 0.000 | 0.147 | 0.419 |
시각장애인수(명) | 0.214 | 0.462 | 0.726 | 0.476 | 0.544 | 1.000 | 0.522 | 0.339 | 0.142 | 0.159 | 0.195 | 0.000 | 0.494 | 0.000 | 0.349 | 0.530 |
청각장애인수(명) | 0.195 | 0.517 | 0.604 | 0.561 | 0.410 | 0.522 | 1.000 | 0.304 | 0.000 | 0.000 | 0.000 | 0.000 | 0.254 | 0.275 | 0.107 | 0.483 |
언어장애인수(명) | 0.353 | 0.000 | 0.492 | 0.396 | 0.578 | 0.339 | 0.304 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.550 | 0.140 | 0.000 | 0.423 |
신장장애인수(명) | 0.135 | 0.000 | 0.335 | 0.000 | 0.000 | 0.142 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.442 | 0.000 | 0.000 | 0.000 |
심장장애인수(명) | 0.000 | 0.000 | 0.087 | 0.152 | 0.000 | 0.159 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
호흡기장애인수(명) | 0.000 | 0.000 | 0.373 | 0.499 | 0.000 | 0.195 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.421 | 0.000 | 0.000 | 0.174 |
장루요루장애인수(명) | 0.080 | 0.000 | 0.116 | 0.195 | 0.164 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.123 |
지적장애인수(명) | 0.207 | 0.393 | 0.501 | 0.335 | 0.501 | 0.494 | 0.254 | 0.550 | 0.442 | 0.000 | 0.421 | 0.000 | 1.000 | 0.000 | 0.339 | 0.368 |
정신장애인수(명) | 0.173 | 0.000 | 0.000 | 0.122 | 0.000 | 0.000 | 0.275 | 0.140 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
자폐성장애인수(명) | 0.000 | 0.404 | 0.269 | 0.232 | 0.147 | 0.349 | 0.107 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.339 | 0.000 | 1.000 | 0.611 |
중복장애인수(명) | 0.461 | 0.000 | 0.529 | 0.558 | 0.419 | 0.530 | 0.483 | 0.423 | 0.000 | 0.000 | 0.174 | 0.123 | 0.368 | 0.000 | 0.611 | 1.000 |
언어장애인수(명) | 신장장애인수(명) | 정신장애인수(명) | 자폐성장애인수(명) | 심장장애인수(명) | 시군명 | 장루요루장애인수(명) | 호흡기장애인수(명) | |
---|---|---|---|---|---|---|---|---|
언어장애인수(명) | 1.000 | 0.000 | 0.231 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
신장장애인수(명) | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
정신장애인수(명) | 0.231 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
자폐성장애인수(명) | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.210 | 0.000 | 0.000 |
심장장애인수(명) | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
시군명 | 0.000 | 0.000 | 0.000 | 0.210 | 0.000 | 1.000 | 0.000 | 0.000 |
장루요루장애인수(명) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
호흡기장애인수(명) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기준년도 | 총계(명) | 지체장애인수(명) | 뇌병변장애인수(명) | 시각장애인수(명) | 청각장애인수(명) | 지적장애인수(명) | 중복장애인수(명) | 시군명 | 언어장애인수(명) | 신장장애인수(명) | 심장장애인수(명) | 호흡기장애인수(명) | 장루요루장애인수(명) | 정신장애인수(명) | 자폐성장애인수(명) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | -0.271 | -0.206 | -0.270 | -0.280 | -0.149 | -0.140 | -0.119 | 0.000 | 0.163 | 0.053 | 0.000 | 0.000 | 0.074 | 0.170 | 0.000 |
총계(명) | -0.271 | 1.000 | 0.915 | 0.882 | 0.749 | 0.487 | 0.423 | 0.420 | 0.270 | 0.318 | 0.167 | 0.058 | 0.235 | 0.098 | 0.000 | 0.202 |
지체장애인수(명) | -0.206 | 0.915 | 1.000 | 0.741 | 0.625 | 0.426 | 0.308 | 0.329 | 0.271 | 0.141 | 0.000 | 0.106 | 0.332 | 0.161 | 0.185 | 0.095 |
뇌병변장애인수(명) | -0.270 | 0.882 | 0.741 | 1.000 | 0.554 | 0.294 | 0.400 | 0.262 | 0.222 | 0.518 | 0.000 | 0.000 | 0.000 | 0.167 | 0.058 | 0.195 |
시각장애인수(명) | -0.280 | 0.749 | 0.625 | 0.554 | 1.000 | 0.461 | 0.361 | 0.375 | 0.188 | 0.227 | 0.088 | 0.117 | 0.087 | 0.000 | 0.000 | 0.234 |
청각장애인수(명) | -0.149 | 0.487 | 0.426 | 0.294 | 0.461 | 1.000 | 0.250 | 0.343 | 0.200 | 0.218 | 0.000 | 0.000 | 0.000 | 0.000 | 0.296 | 0.000 |
지적장애인수(명) | -0.140 | 0.423 | 0.308 | 0.400 | 0.361 | 0.250 | 1.000 | 0.229 | 0.174 | 0.268 | 0.203 | 0.000 | 0.283 | 0.000 | 0.000 | 0.148 |
중복장애인수(명) | -0.119 | 0.420 | 0.329 | 0.262 | 0.375 | 0.343 | 0.229 | 1.000 | 0.000 | 0.204 | 0.000 | 0.000 | 0.110 | 0.120 | 0.000 | 0.330 |
시군명 | 0.000 | 0.270 | 0.271 | 0.222 | 0.188 | 0.200 | 0.174 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.210 |
언어장애인수(명) | 0.163 | 0.318 | 0.141 | 0.518 | 0.227 | 0.218 | 0.268 | 0.204 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.231 | 0.000 |
신장장애인수(명) | 0.053 | 0.167 | 0.000 | 0.000 | 0.088 | 0.000 | 0.203 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
심장장애인수(명) | 0.000 | 0.058 | 0.106 | 0.000 | 0.117 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
호흡기장애인수(명) | 0.000 | 0.235 | 0.332 | 0.000 | 0.087 | 0.000 | 0.283 | 0.110 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
장루요루장애인수(명) | 0.074 | 0.098 | 0.161 | 0.167 | 0.000 | 0.000 | 0.000 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
정신장애인수(명) | 0.170 | 0.000 | 0.185 | 0.058 | 0.000 | 0.296 | 0.000 | 0.000 | 0.000 | 0.231 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
자폐성장애인수(명) | 0.000 | 0.202 | 0.095 | 0.195 | 0.234 | 0.000 | 0.148 | 0.330 | 0.210 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
기준년도 | 시군명 | 총계(명) | 지체장애인수(명) | 뇌병변장애인수(명) | 시각장애인수(명) | 청각장애인수(명) | 언어장애인수(명) | 안면장애인수(명) | 신장장애인수(명) | 심장장애인수(명) | 간장애인수(명) | 호흡기장애인수(명) | 장루요루장애인수(명) | 뇌전증장애인수(명) | 지적장애인수(명) | 정신장애인수(명) | 자폐성장애인수(명) | 중복장애인수(명) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2022 | 가평군 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
1 | 2022 | 고양시 | 26 | 16 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
2 | 2022 | 과천시 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
3 | 2022 | 광명시 | 4 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
4 | 2022 | 광주시 | 6 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
5 | 2022 | 구리시 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
6 | 2022 | 군포시 | 5 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
7 | 2022 | 김포시 | 7 | 5 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
8 | 2022 | 남양주시 | 28 | 17 | 11 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 4 |
9 | 2022 | 동두천시 | 3 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
기준년도 | 시군명 | 총계(명) | 지체장애인수(명) | 뇌병변장애인수(명) | 시각장애인수(명) | 청각장애인수(명) | 언어장애인수(명) | 안면장애인수(명) | 신장장애인수(명) | 심장장애인수(명) | 간장애인수(명) | 호흡기장애인수(명) | 장루요루장애인수(명) | 뇌전증장애인수(명) | 지적장애인수(명) | 정신장애인수(명) | 자폐성장애인수(명) | 중복장애인수(명) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
250 | 2013 | 안양시 | 18 | 6 | 7 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
251 | 2013 | 양평군 | 10 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
252 | 2013 | 여주시 | 7 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
253 | 2013 | 오산시 | 6 | 2 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
254 | 2013 | 용인시 | 28 | 7 | 14 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
255 | 2013 | 의왕시 | 6 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
256 | 2013 | 이천시 | 9 | 3 | 0 | 4 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
257 | 2013 | 평택시 | 19 | 6 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
258 | 2013 | 하남시 | 3 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
259 | 2013 | 화성시 | 7 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |