Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 24 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 75.5 B |
Variable types
Text | 1 |
---|---|
Categorical | 1 |
Numeric | 6 |
Dataset
Description | 인천광역시 서구의 동별 시각 장애인 현황에 관한 데이터입니다. 관내 동별 장애인 수, 장애정도별 장애인 수에 대한 데이터를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15120981/fileData.do |
장애유형 has constant value "" | Constant |
등록장애인수_남성 is highly overall correlated with 등록장애인수_여성 and 4 other fields | High correlation |
등록장애인수_여성 is highly overall correlated with 등록장애인수_남성 and 4 other fields | High correlation |
심한 장애_남성 is highly overall correlated with 등록장애인수_남성 and 4 other fields | High correlation |
심한 장애_여성 is highly overall correlated with 등록장애인수_남성 and 4 other fields | High correlation |
심하지 않은 장애_남성 is highly overall correlated with 등록장애인수_남성 and 4 other fields | High correlation |
심하지 않은 장애_여성 is highly overall correlated with 등록장애인수_남성 and 4 other fields | High correlation |
읍면동 has unique values | Unique |
등록장애인수_여성 has 1 (4.2%) zeros | Zeros |
심한 장애_남성 has 1 (4.2%) zeros | Zeros |
심한 장애_여성 has 1 (4.2%) zeros | Zeros |
심하지 않은 장애_여성 has 1 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 22:50:10.629320 |
---|---|
Analysis finished | 2023-12-11 22:50:13.871803 |
Duration | 3.24 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
읍면동
Text
UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
Value | Count | Frequency (%) |
검암경서동 | 1 | 4.2% |
연희동 | 1 | 4.2% |
마전동 | 1 | 4.2% |
오류왕길동 | 1 | 4.2% |
당하동 | 1 | 4.2% |
원당동 | 1 | 4.2% |
불로대곡동 | 1 | 4.2% |
검단동 | 1 | 4.2% |
검단4동 | 1 | 4.2% |
가좌4동 | 1 | 4.2% |
Other values (14) | 14 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 24 | |
가 | 7 | 7.4% |
좌 | 4 | 4.3% |
라 | 4 | 4.3% |
1 | 4 | 4.3% |
2 | 4 | 4.3% |
3 | 4 | 4.3% |
검 | 3 | 3.2% |
남 | 3 | 3.2% |
청 | 3 | 3.2% |
Other values (26) | 34 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 80 | |
Decimal Number | 14 | 14.9% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 24 | |
가 | 7 | 8.8% |
좌 | 4 | 5.0% |
라 | 4 | 5.0% |
검 | 3 | 3.8% |
남 | 3 | 3.8% |
청 | 3 | 3.8% |
정 | 3 | 3.8% |
석 | 3 | 3.8% |
당 | 2 | 2.5% |
Other values (22) | 24 |
Decimal Number
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 80 | |
Common | 14 | 14.9% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 24 | |
가 | 7 | 8.8% |
좌 | 4 | 5.0% |
라 | 4 | 5.0% |
검 | 3 | 3.8% |
남 | 3 | 3.8% |
청 | 3 | 3.8% |
정 | 3 | 3.8% |
석 | 3 | 3.8% |
당 | 2 | 2.5% |
Other values (22) | 24 |
Common
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 80 | |
ASCII | 14 | 14.9% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 24 | |
가 | 7 | 8.8% |
좌 | 4 | 5.0% |
라 | 4 | 5.0% |
검 | 3 | 3.8% |
남 | 3 | 3.8% |
청 | 3 | 3.8% |
정 | 3 | 3.8% |
석 | 3 | 3.8% |
당 | 2 | 2.5% |
Other values (22) | 24 |
ASCII
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 2 |
장애유형
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
시각 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 시각 |
---|---|
2nd row | 시각 |
3rd row | 시각 |
4th row | 시각 |
5th row | 시각 |
Common Values
Value | Count | Frequency (%) |
시각 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
시각 | 24 |
등록장애인수_남성
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 23 |
---|---|
Distinct (%) | 95.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 59.75 |
Minimum | 1 |
---|---|
Maximum | 122 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 24.5 |
Q1 | 41.25 |
median | 54 |
Q3 | 78.5 |
95-th percentile | 117.9 |
Maximum | 122 |
Range | 121 |
Interquartile range (IQR) | 37.25 |
Descriptive statistics
Standard deviation | 29.717876 |
---|---|
Coefficient of variation (CV) | 0.49737032 |
Kurtosis | 0.14420122 |
Mean | 59.75 |
Median Absolute Deviation (MAD) | 19.5 |
Skewness | 0.49920197 |
Sum | 1434 |
Variance | 883.15217 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
49 | 2 | 8.3% |
120 | 1 | 4.2% |
70 | 1 | 4.2% |
78 | 1 | 4.2% |
43 | 1 | 4.2% |
85 | 1 | 4.2% |
53 | 1 | 4.2% |
44 | 1 | 4.2% |
55 | 1 | 4.2% |
106 | 1 | 4.2% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
1 | 1 | |
23 | 1 | |
33 | 1 | |
34 | 1 | |
35 | 1 | |
36 | 1 | |
43 | 1 | |
44 | 1 | |
46 | 1 | |
49 | 2 |
Value | Count | Frequency (%) |
122 | 1 | |
120 | 1 | |
106 | 1 | |
85 | 1 | |
84 | 1 | |
80 | 1 | |
78 | 1 | |
74 | 1 | |
70 | 1 | |
58 | 1 |
등록장애인수_여성
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 75.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.208333 |
Minimum | 0 |
---|---|
Maximum | 90 |
Zeros | 1 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 17.15 |
Q1 | 28 |
median | 36 |
Q3 | 42 |
95-th percentile | 53.85 |
Maximum | 90 |
Range | 90 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 16.950001 |
---|---|
Coefficient of variation (CV) | 0.46812431 |
Kurtosis | 3.8638007 |
Mean | 36.208333 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 1.0230605 |
Sum | 869 |
Variance | 287.30254 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
28 | 3 | 12.5% |
36 | 3 | 12.5% |
50 | 2 | 8.3% |
38 | 2 | 8.3% |
39 | 1 | 4.2% |
31 | 1 | 4.2% |
25 | 1 | 4.2% |
53 | 1 | 4.2% |
0 | 1 | 4.2% |
17 | 1 | 4.2% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
0 | 1 | 4.2% |
17 | 1 | 4.2% |
18 | 1 | 4.2% |
22 | 1 | 4.2% |
25 | 1 | 4.2% |
28 | 3 | |
29 | 1 | 4.2% |
31 | 1 | 4.2% |
36 | 3 | |
37 | 1 | 4.2% |
Value | Count | Frequency (%) |
90 | 1 | 4.2% |
54 | 1 | 4.2% |
53 | 1 | 4.2% |
50 | 2 | |
45 | 1 | 4.2% |
41 | 1 | 4.2% |
39 | 1 | 4.2% |
38 | 2 | |
37 | 1 | 4.2% |
36 | 3 |
심한 장애_남성
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 12 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.75 |
Minimum | 0 |
---|---|
Maximum | 14 |
Zeros | 1 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.15 |
Q1 | 4 |
median | 6 |
Q3 | 9.25 |
95-th percentile | 14 |
Maximum | 14 |
Range | 14 |
Interquartile range (IQR) | 5.25 |
Descriptive statistics
Standard deviation | 4.0886907 |
---|---|
Coefficient of variation (CV) | 0.60573195 |
Kurtosis | -0.703345 |
Mean | 6.75 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.32111041 |
Sum | 162 |
Variance | 16.717391 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 4 | |
14 | 3 | |
8 | 3 | |
6 | 3 | |
10 | 2 | |
9 | 2 | |
2 | 2 | |
1 | 1 | 4.2% |
5 | 1 | 4.2% |
3 | 1 | 4.2% |
Other values (2) | 2 |
Value | Count | Frequency (%) |
0 | 1 | 4.2% |
1 | 1 | 4.2% |
2 | 2 | |
3 | 1 | 4.2% |
4 | 4 | |
5 | 1 | 4.2% |
6 | 3 | |
8 | 3 | |
9 | 2 | |
10 | 2 |
Value | Count | Frequency (%) |
14 | 3 | |
11 | 1 | 4.2% |
10 | 2 | |
9 | 2 | |
8 | 3 | |
6 | 3 | |
5 | 1 | 4.2% |
4 | 4 | |
3 | 1 | 4.2% |
2 | 2 |
심한 장애_여성
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 13 |
---|---|
Distinct (%) | 54.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.7916667 |
Minimum | 0 |
---|---|
Maximum | 21 |
Zeros | 1 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.15 |
Q1 | 5.5 |
median | 8 |
Q3 | 10 |
95-th percentile | 12.7 |
Maximum | 21 |
Range | 21 |
Interquartile range (IQR) | 4.5 |
Descriptive statistics
Standard deviation | 4.4426702 |
---|---|
Coefficient of variation (CV) | 0.57018228 |
Kurtosis | 2.2885752 |
Mean | 7.7916667 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.74480711 |
Sum | 187 |
Variance | 19.737319 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10 | 4 | |
11 | 3 | |
8 | 3 | |
7 | 3 | |
4 | 2 | |
6 | 2 | |
21 | 1 | 4.2% |
3 | 1 | 4.2% |
13 | 1 | 4.2% |
1 | 1 | 4.2% |
Other values (3) | 3 |
Value | Count | Frequency (%) |
0 | 1 | 4.2% |
1 | 1 | 4.2% |
2 | 1 | 4.2% |
3 | 1 | 4.2% |
4 | 2 | |
6 | 2 | |
7 | 3 | |
8 | 3 | |
9 | 1 | 4.2% |
10 | 4 |
Value | Count | Frequency (%) |
21 | 1 | 4.2% |
13 | 1 | 4.2% |
11 | 3 | |
10 | 4 | |
9 | 1 | 4.2% |
8 | 3 | |
7 | 3 | |
6 | 2 | |
4 | 2 | |
3 | 1 | 4.2% |
심하지 않은 장애_남성
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 91.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 53 |
Minimum | 1 |
---|---|
Maximum | 110 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 22.05 |
Q1 | 36.5 |
median | 48.5 |
Q3 | 66.5 |
95-th percentile | 105.6 |
Maximum | 110 |
Range | 109 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 26.508407 |
---|---|
Coefficient of variation (CV) | 0.50015863 |
Kurtosis | 0.2665084 |
Mean | 53 |
Median Absolute Deviation (MAD) | 17.5 |
Skewness | 0.5540803 |
Sum | 1272 |
Variance | 702.69565 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
38 | 2 | 8.3% |
66 | 2 | 8.3% |
110 | 1 | 4.2% |
68 | 1 | 4.2% |
37 | 1 | 4.2% |
79 | 1 | 4.2% |
49 | 1 | 4.2% |
51 | 1 | 4.2% |
92 | 1 | 4.2% |
1 | 1 | 4.2% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
1 | 1 | |
21 | 1 | |
28 | 1 | |
30 | 1 | |
31 | 1 | |
35 | 1 | |
37 | 1 | |
38 | 2 | |
44 | 1 | |
46 | 1 |
Value | Count | Frequency (%) |
110 | 1 | |
108 | 1 | |
92 | 1 | |
79 | 1 | |
75 | 1 | |
68 | 1 | |
66 | 2 | |
61 | 1 | |
51 | 1 | |
50 | 1 |
심하지 않은 장애_여성
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 70.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.416667 |
Minimum | 0 |
---|---|
Maximum | 69 |
Zeros | 1 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 11.9 |
Q1 | 19.5 |
median | 29 |
Q3 | 31.75 |
95-th percentile | 42.7 |
Maximum | 69 |
Range | 69 |
Interquartile range (IQR) | 12.25 |
Descriptive statistics
Standard deviation | 13.197222 |
---|---|
Coefficient of variation (CV) | 0.46441837 |
Kurtosis | 3.306545 |
Mean | 28.416667 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0.83992264 |
Sum | 682 |
Variance | 174.16667 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
29 | 4 | |
31 | 2 | 8.3% |
18 | 2 | 8.3% |
17 | 2 | 8.3% |
30 | 2 | 8.3% |
40 | 1 | 4.2% |
28 | 1 | 4.2% |
43 | 1 | 4.2% |
0 | 1 | 4.2% |
11 | 1 | 4.2% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
0 | 1 | 4.2% |
11 | 1 | 4.2% |
17 | 2 | |
18 | 2 | |
20 | 1 | 4.2% |
24 | 1 | 4.2% |
25 | 1 | 4.2% |
28 | 1 | 4.2% |
29 | 4 | |
30 | 2 |
Value | Count | Frequency (%) |
69 | 1 | 4.2% |
43 | 1 | 4.2% |
41 | 1 | 4.2% |
40 | 1 | 4.2% |
39 | 1 | 4.2% |
34 | 1 | 4.2% |
31 | 2 | |
30 | 2 | |
29 | 4 | |
28 | 1 | 4.2% |
읍면동 | 등록장애인수_남성 | 등록장애인수_여성 | 심한 장애_남성 | 심한 장애_여성 | 심하지 않은 장애_남성 | 심하지 않은 장애_여성 | |
---|---|---|---|---|---|---|---|
읍면동 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
등록장애인수_남성 | 1.000 | 1.000 | 0.683 | 0.698 | 0.320 | 0.953 | 0.792 |
등록장애인수_여성 | 1.000 | 0.683 | 1.000 | 0.306 | 0.680 | 0.706 | 0.937 |
심한 장애_남성 | 1.000 | 0.698 | 0.306 | 1.000 | 0.442 | 0.615 | 0.375 |
심한 장애_여성 | 1.000 | 0.320 | 0.680 | 0.442 | 1.000 | 0.355 | 0.864 |
심하지 않은 장애_남성 | 1.000 | 0.953 | 0.706 | 0.615 | 0.355 | 1.000 | 0.775 |
심하지 않은 장애_여성 | 1.000 | 0.792 | 0.937 | 0.375 | 0.864 | 0.775 | 1.000 |
등록장애인수_남성 | 등록장애인수_여성 | 심한 장애_남성 | 심한 장애_여성 | 심하지 않은 장애_남성 | 심하지 않은 장애_여성 | |
---|---|---|---|---|---|---|
등록장애인수_남성 | 1.000 | 0.896 | 0.792 | 0.655 | 0.991 | 0.907 |
등록장애인수_여성 | 0.896 | 1.000 | 0.829 | 0.808 | 0.865 | 0.964 |
심한 장애_남성 | 0.792 | 0.829 | 1.000 | 0.680 | 0.737 | 0.814 |
심한 장애_여성 | 0.655 | 0.808 | 0.680 | 1.000 | 0.626 | 0.667 |
심하지 않은 장애_남성 | 0.991 | 0.865 | 0.737 | 0.626 | 1.000 | 0.881 |
심하지 않은 장애_여성 | 0.907 | 0.964 | 0.814 | 0.667 | 0.881 | 1.000 |
읍면동 | 장애유형 | 등록장애인수_남성 | 등록장애인수_여성 | 심한 장애_남성 | 심한 장애_여성 | 심하지 않은 장애_남성 | 심하지 않은 장애_여성 | |
---|---|---|---|---|---|---|---|---|
0 | 검암경서동 | 시각 | 120 | 50 | 10 | 10 | 110 | 40 |
1 | 연희동 | 시각 | 122 | 90 | 14 | 21 | 108 | 69 |
2 | 청라1동 | 시각 | 34 | 29 | 4 | 11 | 30 | 18 |
3 | 청라2동 | 시각 | 56 | 37 | 8 | 8 | 48 | 29 |
4 | 청라3동 | 시각 | 36 | 28 | 1 | 3 | 35 | 25 |
5 | 가정1동 | 시각 | 84 | 54 | 9 | 13 | 75 | 41 |
6 | 가정2동 | 시각 | 23 | 18 | 2 | 1 | 21 | 17 |
7 | 가정3동 | 시각 | 33 | 22 | 5 | 4 | 28 | 18 |
8 | 석남1동 | 시각 | 80 | 50 | 14 | 11 | 66 | 39 |
9 | 석남2동 | 시각 | 49 | 28 | 3 | 4 | 46 | 24 |
읍면동 | 장애유형 | 등록장애인수_남성 | 등록장애인수_여성 | 심한 장애_남성 | 심한 장애_여성 | 심하지 않은 장애_남성 | 심하지 않은 장애_여성 | |
---|---|---|---|---|---|---|---|---|
14 | 가좌3동 | 시각 | 70 | 39 | 9 | 9 | 61 | 30 |
15 | 가좌4동 | 시각 | 35 | 17 | 4 | 6 | 31 | 11 |
16 | 검단4동 | 시각 | 1 | 0 | 0 | 0 | 1 | 0 |
17 | 검단동 | 시각 | 106 | 53 | 14 | 10 | 92 | 43 |
18 | 불로대곡동 | 시각 | 55 | 36 | 4 | 6 | 51 | 30 |
19 | 원당동 | 시각 | 44 | 25 | 6 | 8 | 38 | 17 |
20 | 당하동 | 시각 | 53 | 38 | 4 | 10 | 49 | 28 |
21 | 오류왕길동 | 시각 | 85 | 38 | 6 | 7 | 79 | 31 |
22 | 마전동 | 시각 | 43 | 31 | 6 | 2 | 37 | 29 |
23 | 아라동 | 시각 | 78 | 36 | 10 | 7 | 68 | 29 |