Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 27 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.2 KiB |
| Average record size in memory | 120.9 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 12 |
Dataset
| Description | 여수시 관내 차상위계층 현황(한부모가족, 차상위장애인, 차상위자활, 차상위본인부담경감, 차상위계층확인) 자료제공을 위한 자료입니다 |
|---|---|
| URL | https://www.data.go.kr/data/15055373/fileData.do |
합계(가구) is highly overall correlated with 합계(인원) and 10 other fields | High correlation |
합계(인원) is highly overall correlated with 합계(가구) and 10 other fields | High correlation |
한부모(가구) is highly overall correlated with 합계(가구) and 9 other fields | High correlation |
한부모(인원) is highly overall correlated with 합계(가구) and 9 other fields | High correlation |
차상위장애인(가구) is highly overall correlated with 합계(가구) and 10 other fields | High correlation |
차상위장애인(인원) is highly overall correlated with 합계(가구) and 10 other fields | High correlation |
차상위자활(가구) is highly overall correlated with 합계(가구) and 8 other fields | High correlation |
차상위자활(인원) is highly overall correlated with 합계(가구) and 8 other fields | High correlation |
차상위본인부담경감(가구) is highly overall correlated with 합계(가구) and 10 other fields | High correlation |
차상위본인부담경감(인원) is highly overall correlated with 합계(가구) and 10 other fields | High correlation |
차상위계층확인(가구) is highly overall correlated with 합계(가구) and 6 other fields | High correlation |
차상위계층확인(인원) is highly overall correlated with 합계(가구) and 8 other fields | High correlation |
읍면동 has unique values | Unique |
합계(인원) has unique values | Unique |
차상위자활(가구) has 5 (18.5%) zeros | Zeros |
차상위자활(인원) has 5 (18.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 02:28:15.932890 |
|---|---|
| Analysis finished | 2023-12-12 02:28:32.663197 |
| Duration | 16.73 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
읍면동
Text
UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 348.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 108 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 돌산 |
|---|---|
| 2nd row | 소라 |
| 3rd row | 율촌 |
| 4th row | 화양 |
| 5th row | 남면 |
| Value | Count | Frequency (%) |
| 돌산 | 1 | 3.7% |
| 국동 | 1 | 3.7% |
| 삼일 | 1 | 3.7% |
| 주삼 | 1 | 3.7% |
| 여천 | 1 | 3.7% |
| 시전 | 1 | 3.7% |
| 쌍봉 | 1 | 3.7% |
| 만덕 | 1 | 3.7% |
| 둔덕 | 1 | 3.7% |
| 미평 | 1 | 3.7% |
| Other values (17) | 17 |
Most occurring characters
| Value | Count | Frequency (%) |
| 54 | ||
| 삼 | 3 | 2.8% |
| 화 | 2 | 1.9% |
| 덕 | 2 | 1.9% |
| 여 | 2 | 1.9% |
| 문 | 2 | 1.9% |
| 동 | 2 | 1.9% |
| 서 | 2 | 1.9% |
| 산 | 2 | 1.9% |
| 양 | 1 | 0.9% |
| Other values (36) | 36 |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 54 | |
| Other Letter | 54 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 삼 | 3 | 5.6% |
| 화 | 2 | 3.7% |
| 덕 | 2 | 3.7% |
| 여 | 2 | 3.7% |
| 문 | 2 | 3.7% |
| 동 | 2 | 3.7% |
| 서 | 2 | 3.7% |
| 산 | 2 | 3.7% |
| 양 | 1 | 1.9% |
| 만 | 1 | 1.9% |
| Other values (35) | 35 |
Space Separator
| Value | Count | Frequency (%) |
| 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 54 | |
| Hangul | 54 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 삼 | 3 | 5.6% |
| 화 | 2 | 3.7% |
| 덕 | 2 | 3.7% |
| 여 | 2 | 3.7% |
| 문 | 2 | 3.7% |
| 동 | 2 | 3.7% |
| 서 | 2 | 3.7% |
| 산 | 2 | 3.7% |
| 양 | 1 | 1.9% |
| 만 | 1 | 1.9% |
| Other values (35) | 35 |
Common
| Value | Count | Frequency (%) |
| 54 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54 | |
| Hangul | 54 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 54 |
Hangul
| Value | Count | Frequency (%) |
| 삼 | 3 | 5.6% |
| 화 | 2 | 3.7% |
| 덕 | 2 | 3.7% |
| 여 | 2 | 3.7% |
| 문 | 2 | 3.7% |
| 동 | 2 | 3.7% |
| 서 | 2 | 3.7% |
| 산 | 2 | 3.7% |
| 양 | 1 | 1.9% |
| 만 | 1 | 1.9% |
| Other values (35) | 35 |
합계(가구)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.07407 |
| Minimum | 25 |
|---|---|
| Maximum | 378 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 35.1 |
| Q1 | 99 |
| median | 129 |
| Q3 | 241.5 |
| 95-th percentile | 355.6 |
| Maximum | 378 |
| Range | 353 |
| Interquartile range (IQR) | 142.5 |
Descriptive statistics
| Standard deviation | 100.42331 |
|---|---|
| Coefficient of variation (CV) | 0.61961364 |
| Kurtosis | -0.36305825 |
| Mean | 162.07407 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.78593307 |
| Sum | 4376 |
| Variance | 10084.84 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 110 | 3 | 11.1% |
| 141 | 2 | 7.4% |
| 242 | 1 | 3.7% |
| 60 | 1 | 3.7% |
| 25 | 1 | 3.7% |
| 27 | 1 | 3.7% |
| 378 | 1 | 3.7% |
| 284 | 1 | 3.7% |
| 240 | 1 | 3.7% |
| 111 | 1 | 3.7% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 25 | 1 | 3.7% |
| 27 | 1 | 3.7% |
| 54 | 1 | 3.7% |
| 60 | 1 | 3.7% |
| 87 | 1 | 3.7% |
| 91 | 1 | 3.7% |
| 93 | 1 | 3.7% |
| 105 | 1 | 3.7% |
| 110 | 3 | |
| 111 | 1 | 3.7% |
| Value | Count | Frequency (%) |
| 378 | 1 | |
| 361 | 1 | |
| 343 | 1 | |
| 284 | 1 | |
| 254 | 1 | |
| 248 | 1 | |
| 242 | 1 | |
| 241 | 1 | |
| 240 | 1 | |
| 142 | 1 |
합계(인원)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245.48148 |
| Minimum | 31 |
|---|---|
| Maximum | 612 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 48.2 |
| Q1 | 133.5 |
| median | 184 |
| Q3 | 375 |
| 95-th percentile | 572.7 |
| Maximum | 612 |
| Range | 581 |
| Interquartile range (IQR) | 241.5 |
Descriptive statistics
| Standard deviation | 167.33853 |
|---|---|
| Coefficient of variation (CV) | 0.68167474 |
| Kurtosis | -0.2758395 |
| Mean | 245.48148 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 0.86824163 |
| Sum | 6628 |
| Variance | 28002.182 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 332 | 1 | 3.7% |
| 585 | 1 | 3.7% |
| 31 | 1 | 3.7% |
| 38 | 1 | 3.7% |
| 206 | 1 | 3.7% |
| 612 | 1 | 3.7% |
| 465 | 1 | 3.7% |
| 395 | 1 | 3.7% |
| 225 | 1 | 3.7% |
| 202 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 31 | 1 | |
| 38 | 1 | |
| 72 | 1 | |
| 81 | 1 | |
| 102 | 1 | |
| 126 | 1 | |
| 130 | 1 | |
| 137 | 1 | |
| 142 | 1 | |
| 149 | 1 |
| Value | Count | Frequency (%) |
| 612 | 1 | |
| 585 | 1 | |
| 544 | 1 | |
| 465 | 1 | |
| 401 | 1 | |
| 395 | 1 | |
| 388 | 1 | |
| 362 | 1 | |
| 332 | 1 | |
| 225 | 1 |
한부모(가구)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.740741 |
| Minimum | 1 |
|---|---|
| Maximum | 125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.3 |
| Q1 | 11 |
| median | 28 |
| Q3 | 66 |
| 95-th percentile | 101.3 |
| Maximum | 125 |
| Range | 124 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 35.523116 |
|---|---|
| Coefficient of variation (CV) | 0.91694467 |
| Kurtosis | -0.11321669 |
| Mean | 38.740741 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.92938479 |
| Sum | 1046 |
| Variance | 1261.8917 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 19 | 3 | 11.1% |
| 3 | 2 | 7.4% |
| 36 | 1 | 3.7% |
| 15 | 1 | 3.7% |
| 41 | 1 | 3.7% |
| 125 | 1 | 3.7% |
| 93 | 1 | 3.7% |
| 71 | 1 | 3.7% |
| 43 | 1 | 3.7% |
| 44 | 1 | 3.7% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 1 | 1 | 3.7% |
| 2 | 1 | 3.7% |
| 3 | 2 | |
| 4 | 1 | 3.7% |
| 5 | 1 | 3.7% |
| 10 | 1 | 3.7% |
| 12 | 1 | 3.7% |
| 15 | 1 | 3.7% |
| 19 | 3 | |
| 22 | 1 | 3.7% |
| Value | Count | Frequency (%) |
| 125 | 1 | |
| 104 | 1 | |
| 95 | 1 | |
| 93 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 63 | 1 | |
| 44 | 1 | |
| 43 | 1 |
한부모(인원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 26 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.222222 |
| Minimum | 2 |
|---|---|
| Maximum | 303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 30.5 |
| median | 59 |
| Q3 | 164 |
| 95-th percentile | 265.1 |
| Maximum | 303 |
| Range | 301 |
| Interquartile range (IQR) | 133.5 |
Descriptive statistics
| Standard deviation | 90.534028 |
|---|---|
| Coefficient of variation (CV) | 0.93120715 |
| Kurtosis | -0.32294505 |
| Mean | 97.222222 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | 0.89892249 |
| Sum | 2625 |
| Variance | 8196.4103 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 6 | 2 | 7.4% |
| 95 | 1 | 3.7% |
| 182 | 1 | 3.7% |
| 7 | 1 | 3.7% |
| 115 | 1 | 3.7% |
| 303 | 1 | 3.7% |
| 233 | 1 | 3.7% |
| 183 | 1 | 3.7% |
| 98 | 1 | 3.7% |
| 112 | 1 | 3.7% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 6 | 2 | |
| 7 | 1 | |
| 9 | 1 | |
| 12 | 1 | |
| 29 | 1 | |
| 32 | 1 | |
| 34 | 1 | |
| 43 | 1 | |
| 44 | 1 |
| Value | Count | Frequency (%) |
| 303 | 1 | |
| 272 | 1 | |
| 249 | 1 | |
| 233 | 1 | |
| 183 | 1 | |
| 182 | 1 | |
| 176 | 1 | |
| 152 | 1 | |
| 115 | 1 | |
| 112 | 1 |
차상위장애인(가구)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.777778 |
| Minimum | 8 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 11.1 |
| Q1 | 25.5 |
| median | 42 |
| Q3 | 62.5 |
| 95-th percentile | 95 |
| Maximum | 97 |
| Range | 89 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 26.611642 |
|---|---|
| Coefficient of variation (CV) | 0.58132228 |
| Kurtosis | -0.48137684 |
| Mean | 45.777778 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.63298692 |
| Sum | 1236 |
| Variance | 708.17949 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 50 | 3 | 11.1% |
| 42 | 3 | 11.1% |
| 95 | 2 | 7.4% |
| 17 | 2 | 7.4% |
| 34 | 2 | 7.4% |
| 60 | 1 | 3.7% |
| 9 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 97 | 1 | 3.7% |
| 66 | 1 | 3.7% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 9 | 1 | |
| 16 | 1 | |
| 17 | 2 | |
| 24 | 1 | |
| 25 | 1 | |
| 26 | 1 | |
| 34 | 2 | |
| 35 | 1 | |
| 36 | 1 |
| Value | Count | Frequency (%) |
| 97 | 1 | 3.7% |
| 95 | 2 | |
| 90 | 1 | 3.7% |
| 73 | 1 | 3.7% |
| 66 | 1 | 3.7% |
| 65 | 1 | 3.7% |
| 60 | 1 | 3.7% |
| 50 | 3 | |
| 42 | 3 | |
| 38 | 1 | 3.7% |
차상위장애인(인원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.777778 |
| Minimum | 9 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 11.4 |
| Q1 | 27.5 |
| median | 43 |
| Q3 | 64 |
| 95-th percentile | 98.4 |
| Maximum | 100 |
| Range | 91 |
| Interquartile range (IQR) | 36.5 |
Descriptive statistics
| Standard deviation | 27.47493 |
|---|---|
| Coefficient of variation (CV) | 0.57505668 |
| Kurtosis | -0.51893577 |
| Mean | 47.777778 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.59066336 |
| Sum | 1290 |
| Variance | 754.87179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 17 | 3 | 11.1% |
| 25 | 2 | 7.4% |
| 9 | 2 | 7.4% |
| 37 | 2 | 7.4% |
| 55 | 1 | 3.7% |
| 100 | 1 | 3.7% |
| 70 | 1 | 3.7% |
| 66 | 1 | 3.7% |
| 44 | 1 | 3.7% |
| 62 | 1 | 3.7% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 9 | 2 | |
| 17 | 3 | |
| 25 | 2 | |
| 30 | 1 | 3.7% |
| 34 | 1 | 3.7% |
| 36 | 1 | 3.7% |
| 37 | 2 | |
| 41 | 1 | 3.7% |
| 43 | 1 | 3.7% |
| 44 | 1 | 3.7% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99 | 1 | |
| 97 | 1 | |
| 94 | 1 | |
| 75 | 1 | |
| 70 | 1 | |
| 66 | 1 | |
| 62 | 1 | |
| 55 | 1 | |
| 53 | 1 |
차상위자활(가구)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 51.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1111111 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 5 |
| Zeros (%) | 18.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7.5 |
| 95-th percentile | 13.7 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 4.82249 |
|---|---|
| Coefficient of variation (CV) | 0.94353066 |
| Kurtosis | 0.61157801 |
| Mean | 5.1111111 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.0931142 |
| Sum | 138 |
| Variance | 23.25641 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 4 | 4 | |
| 2 | 4 | |
| 3 | 2 | 7.4% |
| 5 | 2 | 7.4% |
| 11 | 2 | 7.4% |
| 14 | 1 | 3.7% |
| 1 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 6 | 1 | 3.7% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | 3.7% |
| 2 | 4 | |
| 3 | 2 | 7.4% |
| 4 | 4 | |
| 5 | 2 | 7.4% |
| 6 | 1 | 3.7% |
| 7 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 9 | 1 | 3.7% |
| Value | Count | Frequency (%) |
| 18 | 1 | 3.7% |
| 14 | 1 | 3.7% |
| 13 | 1 | 3.7% |
| 11 | 2 | |
| 9 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 7 | 1 | 3.7% |
| 6 | 1 | 3.7% |
| 5 | 2 | |
| 4 | 4 |
차상위자활(인원)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2222222 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 5 |
| Zeros (%) | 18.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7.5 |
| 95-th percentile | 14.4 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 4.9250797 |
|---|---|
| Coefficient of variation (CV) | 0.94310037 |
| Kurtosis | 0.5239268 |
| Mean | 5.2222222 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.0950124 |
| Sum | 141 |
| Variance | 24.25641 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 4 | 4 | |
| 2 | 3 | |
| 3 | 3 | |
| 5 | 2 | 7.4% |
| 15 | 1 | 3.7% |
| 1 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 6 | 1 | 3.7% |
| 18 | 1 | 3.7% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 1 | 3.7% |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 4 | |
| 5 | 2 | 7.4% |
| 6 | 1 | 3.7% |
| 7 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 9 | 1 | 3.7% |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 15 | 1 | |
| 13 | 1 | |
| 12 | 1 | |
| 11 | 1 | |
| 9 | 1 | |
| 8 | 1 | |
| 7 | 1 | |
| 6 | 1 | |
| 5 | 2 |
차상위본인부담경감(가구)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.851852 |
| Minimum | 3 |
|---|---|
| Maximum | 118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 27.5 |
| median | 39 |
| Q3 | 69.5 |
| 95-th percentile | 111 |
| Maximum | 118 |
| Range | 115 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 31.244327 |
|---|---|
| Coefficient of variation (CV) | 0.63957303 |
| Kurtosis | -0.084800953 |
| Mean | 48.851852 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.75419309 |
| Sum | 1319 |
| Variance | 976.20798 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 11 | 2 | 7.4% |
| 32 | 2 | 7.4% |
| 39 | 2 | 7.4% |
| 71 | 1 | 3.7% |
| 3 | 1 | 3.7% |
| 23 | 1 | 3.7% |
| 117 | 1 | 3.7% |
| 77 | 1 | 3.7% |
| 68 | 1 | 3.7% |
| 28 | 1 | 3.7% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 11 | 2 | |
| 15 | 1 | |
| 21 | 1 | |
| 23 | 1 | |
| 27 | 1 | |
| 28 | 1 | |
| 32 | 2 | |
| 35 | 1 | |
| 36 | 1 |
| Value | Count | Frequency (%) |
| 118 | 1 | |
| 117 | 1 | |
| 97 | 1 | |
| 86 | 1 | |
| 77 | 1 | |
| 75 | 1 | |
| 71 | 1 | |
| 68 | 1 | |
| 65 | 1 | |
| 54 | 1 |
차상위본인부담경감(인원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.333333 |
| Minimum | 4 |
|---|---|
| Maximum | 156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 11.9 |
| Q1 | 37.5 |
| median | 48 |
| Q3 | 90.5 |
| 95-th percentile | 143.1 |
| Maximum | 156 |
| Range | 152 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 40.371353 |
|---|---|
| Coefficient of variation (CV) | 0.64766877 |
| Kurtosis | 0.1130407 |
| Mean | 62.333333 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.81617256 |
| Sum | 1683 |
| Variance | 1629.8462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 96 | 2 | 7.4% |
| 42 | 2 | 7.4% |
| 11 | 1 | 3.7% |
| 4 | 1 | 3.7% |
| 14 | 1 | 3.7% |
| 38 | 1 | 3.7% |
| 156 | 1 | 3.7% |
| 90 | 1 | 3.7% |
| 57 | 1 | 3.7% |
| 45 | 1 | 3.7% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 11 | 1 | |
| 14 | 1 | |
| 18 | 1 | |
| 30 | 1 | |
| 31 | 1 | |
| 37 | 1 | |
| 38 | 1 | |
| 41 | 1 | |
| 42 | 2 |
| Value | Count | Frequency (%) |
| 156 | 1 | |
| 150 | 1 | |
| 127 | 1 | |
| 102 | 1 | |
| 96 | 2 | |
| 91 | 1 | |
| 90 | 1 | |
| 84 | 1 | |
| 73 | 1 | |
| 58 | 1 |
차상위계층확인(가구)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 21 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.592593 |
| Minimum | 5 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7.9 |
| Q1 | 15 |
| median | 22 |
| Q3 | 29 |
| 95-th percentile | 47.4 |
| Maximum | 54 |
| Range | 49 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.975164 |
|---|---|
| Coefficient of variation (CV) | 0.50758153 |
| Kurtosis | 0.85135267 |
| Mean | 23.592593 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.87368033 |
| Sum | 637 |
| Variance | 143.40456 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 29 | 3 | 11.1% |
| 15 | 2 | 7.4% |
| 20 | 2 | 7.4% |
| 22 | 2 | 7.4% |
| 12 | 2 | 7.4% |
| 36 | 1 | 3.7% |
| 26 | 1 | 3.7% |
| 10 | 1 | 3.7% |
| 5 | 1 | 3.7% |
| 27 | 1 | 3.7% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 1 | |
| 10 | 1 | |
| 12 | 2 | |
| 14 | 1 | |
| 15 | 2 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 2 |
| Value | Count | Frequency (%) |
| 54 | 1 | 3.7% |
| 51 | 1 | 3.7% |
| 39 | 1 | 3.7% |
| 36 | 1 | 3.7% |
| 31 | 1 | 3.7% |
| 30 | 1 | 3.7% |
| 29 | 3 | |
| 28 | 1 | 3.7% |
| 27 | 1 | 3.7% |
| 26 | 1 | 3.7% |
차상위계층확인(인원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.925926 |
| Minimum | 9 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9.6 |
| Q1 | 20.5 |
| median | 32 |
| Q3 | 43.5 |
| 95-th percentile | 61.2 |
| Maximum | 72 |
| Range | 63 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.596862 |
|---|---|
| Coefficient of variation (CV) | 0.50406669 |
| Kurtosis | -0.23795093 |
| Mean | 32.925926 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.55491374 |
| Sum | 889 |
| Variance | 275.45584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 33 | 2 | 7.4% |
| 24 | 2 | 7.4% |
| 18 | 2 | 7.4% |
| 25 | 2 | 7.4% |
| 9 | 2 | 7.4% |
| 52 | 1 | 3.7% |
| 11 | 1 | 3.7% |
| 34 | 1 | 3.7% |
| 42 | 1 | 3.7% |
| 57 | 1 | 3.7% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 9 | 2 | |
| 11 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 18 | 2 | |
| 23 | 1 | |
| 24 | 2 | |
| 25 | 2 | |
| 31 | 1 | |
| 32 | 1 |
| Value | Count | Frequency (%) |
| 72 | 1 | |
| 63 | 1 | |
| 57 | 1 | |
| 52 | 1 | |
| 49 | 1 | |
| 47 | 1 | |
| 45 | 1 | |
| 42 | 1 | |
| 41 | 1 | |
| 39 | 1 |
| 읍면동 | 합계(가구) | 합계(인원) | 한부모(가구) | 한부모(인원) | 차상위장애인(가구) | 차상위장애인(인원) | 차상위자활(가구) | 차상위자활(인원) | 차상위본인부담경감(가구) | 차상위본인부담경감(인원) | 차상위계층확인(가구) | 차상위계층확인(인원) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 읍면동 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 합계(가구) | 1.000 | 1.000 | 0.924 | 0.663 | 0.793 | 0.730 | 0.753 | 0.692 | 0.729 | 0.860 | 0.897 | 0.570 | 0.773 |
| 합계(인원) | 1.000 | 0.924 | 1.000 | 0.940 | 0.866 | 0.811 | 0.790 | 0.912 | 0.838 | 0.821 | 0.909 | 0.427 | 0.728 |
| 한부모(가구) | 1.000 | 0.663 | 0.940 | 1.000 | 0.950 | 0.754 | 0.714 | 0.920 | 0.888 | 0.808 | 0.886 | 0.331 | 0.528 |
| 한부모(인원) | 1.000 | 0.793 | 0.866 | 0.950 | 1.000 | 0.756 | 0.722 | 0.864 | 0.958 | 0.917 | 0.763 | 0.000 | 0.683 |
| 차상위장애인(가구) | 1.000 | 0.730 | 0.811 | 0.754 | 0.756 | 1.000 | 0.991 | 0.454 | 0.564 | 0.737 | 0.771 | 0.000 | 0.545 |
| 차상위장애인(인원) | 1.000 | 0.753 | 0.790 | 0.714 | 0.722 | 0.991 | 1.000 | 0.000 | 0.000 | 0.628 | 0.807 | 0.000 | 0.640 |
| 차상위자활(가구) | 1.000 | 0.692 | 0.912 | 0.920 | 0.864 | 0.454 | 0.000 | 1.000 | 1.000 | 0.712 | 0.857 | 0.000 | 0.314 |
| 차상위자활(인원) | 1.000 | 0.729 | 0.838 | 0.888 | 0.958 | 0.564 | 0.000 | 1.000 | 1.000 | 0.911 | 0.798 | 0.000 | 0.654 |
| 차상위본인부담경감(가구) | 1.000 | 0.860 | 0.821 | 0.808 | 0.917 | 0.737 | 0.628 | 0.712 | 0.911 | 1.000 | 0.951 | 0.471 | 0.895 |
| 차상위본인부담경감(인원) | 1.000 | 0.897 | 0.909 | 0.886 | 0.763 | 0.771 | 0.807 | 0.857 | 0.798 | 0.951 | 1.000 | 0.383 | 0.731 |
| 차상위계층확인(가구) | 1.000 | 0.570 | 0.427 | 0.331 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.471 | 0.383 | 1.000 | 0.792 |
| 차상위계층확인(인원) | 1.000 | 0.773 | 0.728 | 0.528 | 0.683 | 0.545 | 0.640 | 0.314 | 0.654 | 0.895 | 0.731 | 0.792 | 1.000 |
| 합계(가구) | 합계(인원) | 한부모(가구) | 한부모(인원) | 차상위장애인(가구) | 차상위장애인(인원) | 차상위자활(가구) | 차상위자활(인원) | 차상위본인부담경감(가구) | 차상위본인부담경감(인원) | 차상위계층확인(가구) | 차상위계층확인(인원) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 합계(가구) | 1.000 | 0.971 | 0.887 | 0.880 | 0.864 | 0.878 | 0.858 | 0.847 | 0.948 | 0.956 | 0.683 | 0.735 |
| 합계(인원) | 0.971 | 1.000 | 0.951 | 0.949 | 0.800 | 0.815 | 0.859 | 0.848 | 0.895 | 0.930 | 0.644 | 0.713 |
| 한부모(가구) | 0.887 | 0.951 | 1.000 | 0.997 | 0.649 | 0.672 | 0.892 | 0.888 | 0.794 | 0.835 | 0.479 | 0.559 |
| 한부모(인원) | 0.880 | 0.949 | 0.997 | 1.000 | 0.644 | 0.667 | 0.880 | 0.876 | 0.789 | 0.828 | 0.491 | 0.569 |
| 차상위장애인(가구) | 0.864 | 0.800 | 0.649 | 0.644 | 1.000 | 0.998 | 0.612 | 0.597 | 0.865 | 0.841 | 0.704 | 0.737 |
| 차상위장애인(인원) | 0.878 | 0.815 | 0.672 | 0.667 | 0.998 | 1.000 | 0.636 | 0.623 | 0.877 | 0.855 | 0.704 | 0.737 |
| 차상위자활(가구) | 0.858 | 0.859 | 0.892 | 0.880 | 0.612 | 0.636 | 1.000 | 0.998 | 0.777 | 0.794 | 0.384 | 0.451 |
| 차상위자활(인원) | 0.847 | 0.848 | 0.888 | 0.876 | 0.597 | 0.623 | 0.998 | 1.000 | 0.774 | 0.787 | 0.368 | 0.435 |
| 차상위본인부담경감(가구) | 0.948 | 0.895 | 0.794 | 0.789 | 0.865 | 0.877 | 0.777 | 0.774 | 1.000 | 0.982 | 0.661 | 0.700 |
| 차상위본인부담경감(인원) | 0.956 | 0.930 | 0.835 | 0.828 | 0.841 | 0.855 | 0.794 | 0.787 | 0.982 | 1.000 | 0.644 | 0.683 |
| 차상위계층확인(가구) | 0.683 | 0.644 | 0.479 | 0.491 | 0.704 | 0.704 | 0.384 | 0.368 | 0.661 | 0.644 | 1.000 | 0.979 |
| 차상위계층확인(인원) | 0.735 | 0.713 | 0.559 | 0.569 | 0.737 | 0.737 | 0.451 | 0.435 | 0.700 | 0.683 | 0.979 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 읍면동 | 합계(가구) | 합계(인원) | 한부모(가구) | 한부모(인원) | 차상위장애인(가구) | 차상위장애인(인원) | 차상위자활(가구) | 차상위자활(인원) | 차상위본인부담경감(가구) | 차상위본인부담경감(인원) | 차상위계층확인(가구) | 차상위계층확인(인원) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 돌산 | 242 | 332 | 36 | 95 | 95 | 97 | 4 | 4 | 71 | 84 | 36 | 52 |
| 1 | 소라 | 361 | 585 | 104 | 272 | 95 | 99 | 14 | 15 | 97 | 127 | 51 | 72 |
| 2 | 율촌 | 91 | 126 | 10 | 29 | 26 | 30 | 1 | 1 | 35 | 42 | 19 | 24 |
| 3 | 화양 | 129 | 161 | 5 | 12 | 50 | 53 | 2 | 2 | 42 | 47 | 30 | 47 |
| 4 | 남면 | 105 | 137 | 4 | 9 | 38 | 41 | 0 | 0 | 32 | 42 | 31 | 45 |
| 5 | 화정 | 87 | 102 | 1 | 2 | 50 | 52 | 0 | 0 | 21 | 30 | 15 | 18 |
| 6 | 삼산 | 54 | 72 | 2 | 6 | 17 | 17 | 0 | 0 | 15 | 18 | 20 | 31 |
| 7 | 동문 | 118 | 167 | 28 | 59 | 35 | 37 | 8 | 8 | 27 | 31 | 20 | 32 |
| 8 | 한려 | 110 | 149 | 22 | 48 | 34 | 36 | 4 | 4 | 32 | 37 | 18 | 24 |
| 9 | 중앙 | 110 | 142 | 12 | 32 | 34 | 34 | 3 | 3 | 39 | 48 | 22 | 25 |
| 읍면동 | 합계(가구) | 합계(인원) | 한부모(가구) | 한부모(인원) | 차상위장애인(가구) | 차상위장애인(인원) | 차상위자활(가구) | 차상위자활(인원) | 차상위본인부담경감(가구) | 차상위본인부담경감(인원) | 차상위계층확인(가구) | 차상위계층확인(인원) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 문수 | 343 | 544 | 95 | 249 | 90 | 94 | 18 | 18 | 118 | 150 | 22 | 33 |
| 18 | 미평 | 248 | 362 | 63 | 152 | 60 | 62 | 13 | 13 | 86 | 102 | 26 | 33 |
| 19 | 둔덕 | 111 | 202 | 44 | 112 | 16 | 17 | 11 | 12 | 28 | 45 | 12 | 16 |
| 20 | 만덕 | 141 | 225 | 43 | 98 | 42 | 44 | 3 | 3 | 39 | 57 | 14 | 23 |
| 21 | 쌍봉 | 240 | 395 | 71 | 183 | 65 | 66 | 7 | 7 | 68 | 90 | 29 | 49 |
| 22 | 시전 | 284 | 465 | 93 | 233 | 66 | 70 | 9 | 9 | 77 | 96 | 39 | 57 |
| 23 | 여천 | 378 | 612 | 125 | 303 | 97 | 100 | 11 | 11 | 117 | 156 | 28 | 42 |
| 24 | 주삼 | 110 | 206 | 41 | 115 | 17 | 17 | 2 | 2 | 23 | 38 | 27 | 34 |
| 25 | 삼일 | 27 | 38 | 3 | 6 | 8 | 9 | 0 | 0 | 11 | 14 | 5 | 9 |
| 26 | 묘도 | 25 | 31 | 3 | 7 | 9 | 9 | 0 | 0 | 3 | 4 | 10 | 11 |