Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 50 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.9 KiB |
Average record size in memory | 80.6 B |
Variable types
Categorical | 1 |
---|---|
Text | 1 |
Numeric | 6 |
DateTime | 1 |
Dataset
Description | 성남시 저소득 한부모 가족현황(구분,한부모 세대/가구원,모자가족 세대/가구원,부자가족 세대/가구원수 등)입니다. |
---|---|
URL | https://www.data.go.kr/data/15004898/fileData.do |
데이터기준일자 has constant value "" | Constant |
한부모가족_세대수 is highly overall correlated with 한부모가족_가구원수 and 4 other fields | High correlation |
한부모가족_가구원수 is highly overall correlated with 한부모가족_세대수 and 4 other fields | High correlation |
모자가족_세대수 is highly overall correlated with 한부모가족_세대수 and 4 other fields | High correlation |
모자가족_가구원수 is highly overall correlated with 한부모가족_세대수 and 4 other fields | High correlation |
부자가족_세대수 is highly overall correlated with 한부모가족_세대수 and 4 other fields | High correlation |
부자가족_가구원수 is highly overall correlated with 한부모가족_세대수 and 4 other fields | High correlation |
동별 has unique values | Unique |
한부모가족_세대수 has 2 (4.0%) zeros | Zeros |
한부모가족_가구원수 has 2 (4.0%) zeros | Zeros |
모자가족_세대수 has 2 (4.0%) zeros | Zeros |
모자가족_가구원수 has 2 (4.0%) zeros | Zeros |
부자가족_세대수 has 5 (10.0%) zeros | Zeros |
부자가족_가구원수 has 5 (10.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 13:23:47.569755 |
---|---|
Analysis finished | 2023-12-12 13:23:51.908626 |
Duration | 4.34 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구별
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
분당구 | |
---|---|
수정구 | |
중원구 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 수정구 |
---|---|
2nd row | 수정구 |
3rd row | 수정구 |
4th row | 수정구 |
5th row | 수정구 |
Common Values
Value | Count | Frequency (%) |
분당구 | 22 | |
수정구 | 17 | |
중원구 | 11 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
분당구 | 22 | |
수정구 | 17 | |
중원구 | 11 |
동별
Text
UNIQUE
 
Distinct | 50 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
Value | Count | Frequency (%) |
신흥1동 | 1 | 2.0% |
서현1동 | 1 | 2.0% |
백현동 | 1 | 2.0% |
도촌동 | 1 | 2.0% |
분당동 | 1 | 2.0% |
수내1동 | 1 | 2.0% |
수내2동 | 1 | 2.0% |
수내3동 | 1 | 2.0% |
정자동 | 1 | 2.0% |
정자1동 | 1 | 2.0% |
Other values (40) | 40 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 50 | |
1 | 12 | 6.5% |
2 | 11 | 6.0% |
3 | 6 | 3.3% |
정 | 5 | 2.7% |
대 | 5 | 2.7% |
평 | 5 | 2.7% |
수 | 5 | 2.7% |
신 | 4 | 2.2% |
자 | 4 | 2.2% |
Other values (44) | 77 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 154 | |
Decimal Number | 30 | 16.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 50 | |
정 | 5 | 3.2% |
대 | 5 | 3.2% |
평 | 5 | 3.2% |
수 | 5 | 3.2% |
신 | 4 | 2.6% |
자 | 4 | 2.6% |
흥 | 4 | 2.6% |
원 | 4 | 2.6% |
태 | 4 | 2.6% |
Other values (40) | 64 |
Decimal Number
Value | Count | Frequency (%) |
1 | 12 | |
2 | 11 | |
3 | 6 | |
4 | 1 | 3.3% |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 154 | |
Common | 30 | 16.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 50 | |
정 | 5 | 3.2% |
대 | 5 | 3.2% |
평 | 5 | 3.2% |
수 | 5 | 3.2% |
신 | 4 | 2.6% |
자 | 4 | 2.6% |
흥 | 4 | 2.6% |
원 | 4 | 2.6% |
태 | 4 | 2.6% |
Other values (40) | 64 |
Common
Value | Count | Frequency (%) |
1 | 12 | |
2 | 11 | |
3 | 6 | |
4 | 1 | 3.3% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 154 | |
ASCII | 30 | 16.3% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 50 | |
정 | 5 | 3.2% |
대 | 5 | 3.2% |
평 | 5 | 3.2% |
수 | 5 | 3.2% |
신 | 4 | 2.6% |
자 | 4 | 2.6% |
흥 | 4 | 2.6% |
원 | 4 | 2.6% |
태 | 4 | 2.6% |
Other values (40) | 64 |
ASCII
Value | Count | Frequency (%) |
1 | 12 | |
2 | 11 | |
3 | 6 | |
4 | 1 | 3.3% |
한부모가족_세대수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 40 |
---|---|
Distinct (%) | 80.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 47.46 |
Minimum | 0 |
---|---|
Maximum | 163 |
Zeros | 2 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 12.25 |
median | 40 |
Q3 | 78 |
95-th percentile | 113 |
Maximum | 163 |
Range | 163 |
Interquartile range (IQR) | 65.75 |
Descriptive statistics
Standard deviation | 41.368533 |
---|---|
Coefficient of variation (CV) | 0.8716505 |
Kurtosis | -0.34561547 |
Mean | 47.46 |
Median Absolute Deviation (MAD) | 30 |
Skewness | 0.74029804 |
Sum | 2373 |
Variance | 1711.3555 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7 | 3 | 6.0% |
86 | 2 | 4.0% |
2 | 2 | 4.0% |
113 | 2 | 4.0% |
51 | 2 | 4.0% |
0 | 2 | 4.0% |
17 | 2 | 4.0% |
11 | 2 | 4.0% |
78 | 2 | 4.0% |
12 | 1 | 2.0% |
Other values (30) | 30 |
Value | Count | Frequency (%) |
0 | 2 | |
2 | 2 | |
4 | 1 | 2.0% |
6 | 1 | 2.0% |
7 | 3 | |
8 | 1 | 2.0% |
11 | 2 | |
12 | 1 | 2.0% |
13 | 1 | 2.0% |
14 | 1 | 2.0% |
Value | Count | Frequency (%) |
163 | 1 | |
125 | 1 | |
113 | 2 | |
112 | 1 | |
107 | 1 | |
106 | 1 | |
96 | 1 | |
95 | 1 | |
86 | 2 | |
81 | 1 |
한부모가족_가구원수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 45 |
---|---|
Distinct (%) | 90.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 117 |
Minimum | 0 |
---|---|
Maximum | 408 |
Zeros | 2 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4 |
Q1 | 29.5 |
median | 98.5 |
Q3 | 192.75 |
95-th percentile | 284.7 |
Maximum | 408 |
Range | 408 |
Interquartile range (IQR) | 163.25 |
Descriptive statistics
Standard deviation | 103.28463 |
---|---|
Coefficient of variation (CV) | 0.88277459 |
Kurtosis | -0.30808046 |
Mean | 117 |
Median Absolute Deviation (MAD) | 76 |
Skewness | 0.76004966 |
Sum | 5850 |
Variance | 10667.714 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
28 | 2 | 4.0% |
14 | 2 | 4.0% |
0 | 2 | 4.0% |
4 | 2 | 4.0% |
45 | 2 | 4.0% |
205 | 1 | 2.0% |
139 | 1 | 2.0% |
253 | 1 | 2.0% |
56 | 1 | 2.0% |
41 | 1 | 2.0% |
Other values (35) | 35 |
Value | Count | Frequency (%) |
0 | 2 | |
4 | 2 | |
8 | 1 | |
13 | 1 | |
14 | 2 | |
18 | 1 | |
19 | 1 | |
28 | 2 | |
29 | 1 | |
31 | 1 |
Value | Count | Frequency (%) |
408 | 1 | |
305 | 1 | |
291 | 1 | |
277 | 1 | |
274 | 1 | |
271 | 1 | |
253 | 1 | |
251 | 1 | |
231 | 1 | |
220 | 1 |
모자가족_세대수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 40 |
---|---|
Distinct (%) | 80.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 38.5 |
Minimum | 0 |
---|---|
Maximum | 141 |
Zeros | 2 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.45 |
Q1 | 9 |
median | 29.5 |
Q3 | 64.25 |
95-th percentile | 96.75 |
Maximum | 141 |
Range | 141 |
Interquartile range (IQR) | 55.25 |
Descriptive statistics
Standard deviation | 34.724719 |
---|---|
Coefficient of variation (CV) | 0.90194076 |
Kurtosis | 0.0061885854 |
Mean | 38.5 |
Median Absolute Deviation (MAD) | 23.5 |
Skewness | 0.86254085 |
Sum | 1925 |
Variance | 1205.8061 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 3 | 6.0% |
5 | 3 | 6.0% |
55 | 2 | 4.0% |
67 | 2 | 4.0% |
47 | 2 | 4.0% |
40 | 2 | 4.0% |
0 | 2 | 4.0% |
12 | 2 | 4.0% |
76 | 1 | 2.0% |
2 | 1 | 2.0% |
Other values (30) | 30 |
Value | Count | Frequency (%) |
0 | 2 | |
1 | 1 | 2.0% |
2 | 1 | 2.0% |
3 | 1 | 2.0% |
4 | 1 | 2.0% |
5 | 3 | |
7 | 1 | 2.0% |
8 | 1 | 2.0% |
9 | 3 | |
10 | 1 | 2.0% |
Value | Count | Frequency (%) |
141 | 1 | |
104 | 1 | |
99 | 1 | |
94 | 1 | |
91 | 1 | |
87 | 1 | |
83 | 1 | |
82 | 1 | |
79 | 1 | |
76 | 1 |
모자가족_가구원수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 42 |
---|---|
Distinct (%) | 84.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.98 |
Minimum | 0 |
---|---|
Maximum | 348 |
Zeros | 2 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.9 |
Q1 | 23 |
median | 73.5 |
Q3 | 156.75 |
95-th percentile | 241.65 |
Maximum | 348 |
Range | 348 |
Interquartile range (IQR) | 133.75 |
Descriptive statistics
Standard deviation | 86.771454 |
---|---|
Coefficient of variation (CV) | 0.91357606 |
Kurtosis | -0.071984975 |
Mean | 94.98 |
Median Absolute Deviation (MAD) | 60.5 |
Skewness | 0.85922258 |
Sum | 4749 |
Variance | 7529.2853 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
34 | 3 | 6.0% |
85 | 3 | 6.0% |
0 | 2 | 4.0% |
23 | 2 | 4.0% |
181 | 2 | 4.0% |
119 | 2 | 4.0% |
254 | 1 | 2.0% |
6 | 1 | 2.0% |
47 | 1 | 2.0% |
14 | 1 | 2.0% |
Other values (32) | 32 |
Value | Count | Frequency (%) |
0 | 2 | |
2 | 1 | |
4 | 1 | |
6 | 1 | |
9 | 1 | |
10 | 1 | |
11 | 1 | |
12 | 1 | |
14 | 1 | |
21 | 1 |
Value | Count | Frequency (%) |
348 | 1 | |
254 | 1 | |
243 | 1 | |
240 | 1 | |
228 | 1 | |
223 | 1 | |
210 | 1 | |
200 | 1 | |
193 | 1 | |
181 | 2 |
부자가족_세대수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 40.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.96 |
Minimum | 0 |
---|---|
Maximum | 24 |
Zeros | 5 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 8 |
Q3 | 15.75 |
95-th percentile | 21 |
Maximum | 24 |
Range | 24 |
Interquartile range (IQR) | 13.75 |
Descriptive statistics
Standard deviation | 7.3566851 |
---|---|
Coefficient of variation (CV) | 0.82105861 |
Kurtosis | -1.218554 |
Mean | 8.96 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0.38273513 |
Sum | 448 |
Variance | 54.120816 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | 10.0% |
0 | 5 | 10.0% |
16 | 4 | 8.0% |
19 | 4 | 8.0% |
2 | 4 | 8.0% |
4 | 4 | 8.0% |
10 | 3 | 6.0% |
11 | 3 | 6.0% |
3 | 3 | 6.0% |
14 | 2 | 4.0% |
Other values (10) | 13 |
Value | Count | Frequency (%) |
0 | 5 | |
1 | 5 | |
2 | 4 | |
3 | 3 | |
4 | 4 | |
5 | 2 | 4.0% |
7 | 1 | 2.0% |
8 | 2 | 4.0% |
10 | 3 | |
11 | 3 |
Value | Count | Frequency (%) |
24 | 1 | 2.0% |
22 | 1 | 2.0% |
21 | 2 | |
19 | 4 | |
18 | 1 | 2.0% |
16 | 4 | |
15 | 1 | 2.0% |
14 | 2 | |
13 | 1 | 2.0% |
12 | 1 | 2.0% |
부자가족_가구원수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 22.02 |
Minimum | 0 |
---|---|
Maximum | 60 |
Zeros | 5 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5 |
median | 20.5 |
Q3 | 37 |
95-th percentile | 51 |
Maximum | 60 |
Range | 60 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 18.052633 |
---|---|
Coefficient of variation (CV) | 0.81982892 |
Kurtosis | -1.2072938 |
Mean | 22.02 |
Median Absolute Deviation (MAD) | 15.5 |
Skewness | 0.36438863 |
Sum | 1101 |
Variance | 325.89755 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 5 | 10.0% |
2 | 5 | 10.0% |
9 | 4 | 8.0% |
51 | 4 | 8.0% |
5 | 3 | 6.0% |
34 | 3 | 6.0% |
38 | 2 | 4.0% |
10 | 2 | 4.0% |
27 | 2 | 4.0% |
43 | 2 | 4.0% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
0 | 5 | |
2 | 5 | |
4 | 1 | 2.0% |
5 | 3 | |
7 | 1 | 2.0% |
9 | 4 | |
10 | 2 | 4.0% |
11 | 1 | 2.0% |
14 | 1 | 2.0% |
18 | 1 | 2.0% |
Value | Count | Frequency (%) |
60 | 1 | 2.0% |
51 | 4 | |
48 | 1 | 2.0% |
46 | 1 | 2.0% |
43 | 2 | |
42 | 1 | 2.0% |
41 | 1 | 2.0% |
38 | 2 | |
34 | 3 | |
32 | 1 | 2.0% |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
Minimum | 2023-04-30 00:00:00 |
---|---|
Maximum | 2023-04-30 00:00:00 |
구별 | 동별 | 한부모가족_세대수 | 한부모가족_가구원수 | 모자가족_세대수 | 모자가족_가구원수 | 부자가족_세대수 | 부자가족_가구원수 | |
---|---|---|---|---|---|---|---|---|
구별 | 1.000 | 1.000 | 0.719 | 0.752 | 0.749 | 0.825 | 0.207 | 0.557 |
동별 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
한부모가족_세대수 | 0.719 | 1.000 | 1.000 | 0.989 | 0.974 | 0.975 | 0.748 | 0.824 |
한부모가족_가구원수 | 0.752 | 1.000 | 0.989 | 1.000 | 0.966 | 0.977 | 0.813 | 0.823 |
모자가족_세대수 | 0.749 | 1.000 | 0.974 | 0.966 | 1.000 | 0.987 | 0.718 | 0.768 |
모자가족_가구원수 | 0.825 | 1.000 | 0.975 | 0.977 | 0.987 | 1.000 | 0.728 | 0.761 |
부자가족_세대수 | 0.207 | 1.000 | 0.748 | 0.813 | 0.718 | 0.728 | 1.000 | 0.957 |
부자가족_가구원수 | 0.557 | 1.000 | 0.824 | 0.823 | 0.768 | 0.761 | 0.957 | 1.000 |
한부모가족_세대수 | 한부모가족_가구원수 | 모자가족_세대수 | 모자가족_가구원수 | 부자가족_세대수 | 부자가족_가구원수 | 구별 | |
---|---|---|---|---|---|---|---|
한부모가족_세대수 | 1.000 | 0.995 | 0.995 | 0.990 | 0.915 | 0.920 | 0.394 |
한부모가족_가구원수 | 0.995 | 1.000 | 0.993 | 0.994 | 0.908 | 0.921 | 0.424 |
모자가족_세대수 | 0.995 | 0.993 | 1.000 | 0.997 | 0.884 | 0.893 | 0.420 |
모자가족_가구원수 | 0.990 | 0.994 | 0.997 | 1.000 | 0.878 | 0.891 | 0.497 |
부자가족_세대수 | 0.915 | 0.908 | 0.884 | 0.878 | 1.000 | 0.993 | 0.000 |
부자가족_가구원수 | 0.920 | 0.921 | 0.893 | 0.891 | 0.993 | 1.000 | 0.415 |
구별 | 0.394 | 0.424 | 0.420 | 0.497 | 0.000 | 0.415 | 1.000 |
구별 | 동별 | 한부모가족_세대수 | 한부모가족_가구원수 | 모자가족_세대수 | 모자가족_가구원수 | 부자가족_세대수 | 부자가족_가구원수 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
0 | 수정구 | 신흥1동 | 86 | 205 | 76 | 181 | 10 | 24 | 2023-04-30 |
1 | 수정구 | 신흥2동 | 14 | 34 | 10 | 24 | 4 | 10 | 2023-04-30 |
2 | 수정구 | 신흥3동 | 69 | 167 | 51 | 119 | 18 | 48 | 2023-04-30 |
3 | 수정구 | 태평1동 | 50 | 126 | 34 | 85 | 16 | 41 | 2023-04-30 |
4 | 수정구 | 태평2동 | 96 | 231 | 82 | 193 | 14 | 38 | 2023-04-30 |
5 | 수정구 | 태평3동 | 71 | 186 | 55 | 144 | 16 | 42 | 2023-04-30 |
6 | 수정구 | 태평4동 | 86 | 220 | 67 | 174 | 19 | 46 | 2023-04-30 |
7 | 수정구 | 수진1동 | 78 | 174 | 59 | 136 | 19 | 38 | 2023-04-30 |
8 | 수정구 | 수진2동 | 55 | 128 | 47 | 110 | 8 | 18 | 2023-04-30 |
9 | 수정구 | 단대동 | 57 | 145 | 47 | 119 | 10 | 26 | 2023-04-30 |
구별 | 동별 | 한부모가족_세대수 | 한부모가족_가구원수 | 모자가족_세대수 | 모자가족_가구원수 | 부자가족_세대수 | 부자가족_가구원수 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
40 | 분당구 | 야탑1동 | 12 | 31 | 8 | 22 | 4 | 9 | 2023-04-30 |
41 | 분당구 | 야탑2동 | 8 | 19 | 5 | 12 | 3 | 7 | 2023-04-30 |
42 | 분당구 | 야탑3동 | 68 | 175 | 55 | 143 | 13 | 32 | 2023-04-30 |
43 | 분당구 | 금곡동 | 51 | 112 | 39 | 85 | 12 | 27 | 2023-04-30 |
44 | 분당구 | 구미동 | 23 | 55 | 18 | 45 | 5 | 10 | 2023-04-30 |
45 | 분당구 | 구미1동 | 7 | 14 | 5 | 10 | 2 | 4 | 2023-04-30 |
46 | 분당구 | 판교동 | 4 | 8 | 3 | 6 | 1 | 2 | 2023-04-30 |
47 | 분당구 | 삼평동 | 78 | 212 | 67 | 181 | 11 | 31 | 2023-04-30 |
48 | 분당구 | 백현동 | 125 | 305 | 104 | 254 | 21 | 51 | 2023-04-30 |
49 | 분당구 | 운중동 | 7 | 18 | 4 | 9 | 3 | 9 | 2023-04-30 |