Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 76 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.1 KiB |
| Average record size in memory | 108.7 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 10 |
Dataset
| Description | 경기도 평택시의 행정동별 기초생활수급자현황(수급자가구수, 수급자인원, 생계급여, 의료급여, 주거급여, 교육급여 등)을 제공합니다.※ 문의 : 평택시청 사회복지과(031-8024-3031) |
|---|---|
| Author | 경기도 평택시 |
| URL | https://www.data.go.kr/data/15113467/fileData.do |
총수급자 가구(중복제외) is highly overall correlated with 총수급자 인원(중복제외) and 9 other fields | High correlation |
총수급자 인원(중복제외) is highly overall correlated with 총수급자 가구(중복제외) and 9 other fields | High correlation |
생계급여 가구 is highly overall correlated with 총수급자 가구(중복제외) and 9 other fields | High correlation |
생계급여 인원 is highly overall correlated with 총수급자 가구(중복제외) and 9 other fields | High correlation |
의료급여 가구 is highly overall correlated with 총수급자 가구(중복제외) and 8 other fields | High correlation |
의료급여 인원 is highly overall correlated with 총수급자 가구(중복제외) and 8 other fields | High correlation |
주거급여 가구 is highly overall correlated with 총수급자 가구(중복제외) and 9 other fields | High correlation |
주거급여 인원 is highly overall correlated with 총수급자 가구(중복제외) and 8 other fields | High correlation |
교육급여 가구 is highly overall correlated with 총수급자 가구(중복제외) and 8 other fields | High correlation |
교육급여 인원 is highly overall correlated with 총수급자 가구(중복제외) and 8 other fields | High correlation |
구분 is highly overall correlated with 총수급자 가구(중복제외) and 4 other fields | High correlation |
Reproduction
| Analysis started | 2024-03-14 15:15:25.444363 |
|---|---|
| Analysis finished | 2024-03-14 15:15:44.592998 |
| Duration | 19.15 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준연도
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 736.0 B |
| 2023 | |
|---|---|
| 2021 | |
| 2022 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2021 |
| 3rd row | 2021 |
| 4th row | 2021 |
| 5th row | 2021 |
Common Values
| Value | Count | Frequency (%) |
| 2023 | 26 | |
| 2021 | 25 | |
| 2022 | 25 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023 | 26 | |
| 2021 | 25 | |
| 2022 | 25 |
구분
Categorical
HIGH CORRELATION
| Distinct | 26 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 736.0 B |
| 팽성읍 | 3 |
|---|---|
| 안중읍 | 3 |
| 포승읍 | 3 |
| 청북읍 | 3 |
| 진위면 | 3 |
| Other values (21) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.1710526 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | 팽성읍 |
|---|---|
| 2nd row | 안중읍 |
| 3rd row | 포승읍 |
| 4th row | 청북읍 |
| 5th row | 진위면 |
Common Values
| Value | Count | Frequency (%) |
| 팽성읍 | 3 | 3.9% |
| 안중읍 | 3 | 3.9% |
| 포승읍 | 3 | 3.9% |
| 청북읍 | 3 | 3.9% |
| 진위면 | 3 | 3.9% |
| 서탄면 | 3 | 3.9% |
| 고덕면 | 3 | 3.9% |
| 오성면 | 3 | 3.9% |
| 현덕면 | 3 | 3.9% |
| 중앙동 | 3 | 3.9% |
| Other values (16) | 46 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 팽성읍 | 3 | 3.9% |
| 안중읍 | 3 | 3.9% |
| 고덕동 | 3 | 3.9% |
| 동삭동 | 3 | 3.9% |
| 용이동 | 3 | 3.9% |
| 세교동 | 3 | 3.9% |
| 비전2동 | 3 | 3.9% |
| 비전1동 | 3 | 3.9% |
| 통복동 | 3 | 3.9% |
| 원평동 | 3 | 3.9% |
| Other values (16) | 46 |
총수급자 가구(중복제외)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 72 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 514.82895 |
| Minimum | 70 |
|---|---|
| Maximum | 1598 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 102 |
| Q1 | 231.5 |
| median | 344 |
| Q3 | 643.75 |
| 95-th percentile | 1251.25 |
| Maximum | 1598 |
| Range | 1528 |
| Interquartile range (IQR) | 412.25 |
Descriptive statistics
| Standard deviation | 390.46196 |
|---|---|
| Coefficient of variation (CV) | 0.75843047 |
| Kurtosis | 0.0071229006 |
| Mean | 514.82895 |
| Median Absolute Deviation (MAD) | 143 |
| Skewness | 1.1008818 |
| Sum | 39127 |
| Variance | 152460.54 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 349 | 2 | 2.6% |
| 238 | 2 | 2.6% |
| 70 | 2 | 2.6% |
| 573 | 2 | 2.6% |
| 1263 | 1 | 1.3% |
| 189 | 1 | 1.3% |
| 80 | 1 | 1.3% |
| 314 | 1 | 1.3% |
| 430 | 1 | 1.3% |
| 937 | 1 | 1.3% |
| Other values (62) | 62 |
| Value | Count | Frequency (%) |
| 70 | 2 | |
| 80 | 1 | |
| 93 | 1 | |
| 105 | 1 | |
| 109 | 1 | |
| 174 | 1 | |
| 179 | 1 | |
| 184 | 1 | |
| 189 | 1 | |
| 202 | 1 |
| Value | Count | Frequency (%) |
| 1598 | 1 | |
| 1443 | 1 | |
| 1263 | 1 | |
| 1258 | 1 | |
| 1249 | 1 | |
| 1247 | 1 | |
| 1234 | 1 | |
| 1211 | 1 | |
| 1195 | 1 | |
| 1140 | 1 |
총수급자 인원(중복제외)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 74 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 778.36842 |
| Minimum | 99 |
|---|---|
| Maximum | 2340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 99 |
|---|---|
| 5-th percentile | 145.5 |
| Q1 | 387.75 |
| median | 527.5 |
| Q3 | 1132 |
| 95-th percentile | 1906 |
| Maximum | 2340 |
| Range | 2241 |
| Interquartile range (IQR) | 744.25 |
Descriptive statistics
| Standard deviation | 587.29102 |
|---|---|
| Coefficient of variation (CV) | 0.75451548 |
| Kurtosis | -0.044473714 |
| Mean | 778.36842 |
| Median Absolute Deviation (MAD) | 214 |
| Skewness | 1.0802602 |
| Sum | 59156 |
| Variance | 344910.74 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 490 | 2 | 2.6% |
| 304 | 2 | 2.6% |
| 462 | 1 | 1.3% |
| 425 | 1 | 1.3% |
| 369 | 1 | 1.3% |
| 644 | 1 | 1.3% |
| 1450 | 1 | 1.3% |
| 1757 | 1 | 1.3% |
| 580 | 1 | 1.3% |
| 469 | 1 | 1.3% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 99 | 1 | |
| 104 | 1 | |
| 124 | 1 | |
| 129 | 1 | |
| 151 | 1 | |
| 152 | 1 | |
| 209 | 1 | |
| 214 | 1 | |
| 232 | 1 | |
| 273 | 1 |
| Value | Count | Frequency (%) |
| 2340 | 1 | |
| 2118 | 1 | |
| 2040 | 1 | |
| 1939 | 1 | |
| 1895 | 1 | |
| 1859 | 1 | |
| 1812 | 1 | |
| 1796 | 1 | |
| 1795 | 1 | |
| 1785 | 1 |
생계급여 가구
Real number (ℝ)
HIGH CORRELATION
| Distinct | 70 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 330.68421 |
| Minimum | 47 |
|---|---|
| Maximum | 943 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 47 |
|---|---|
| 5-th percentile | 67 |
| Q1 | 140.75 |
| median | 233.5 |
| Q3 | 438 |
| 95-th percentile | 869.5 |
| Maximum | 943 |
| Range | 896 |
| Interquartile range (IQR) | 297.25 |
Descriptive statistics
| Standard deviation | 254.57453 |
|---|---|
| Coefficient of variation (CV) | 0.76984181 |
| Kurtosis | -0.19820114 |
| Mean | 330.68421 |
| Median Absolute Deviation (MAD) | 108.5 |
| Skewness | 1.0489503 |
| Sum | 25132 |
| Variance | 64808.192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 251 | 3 | 3.9% |
| 234 | 2 | 2.6% |
| 141 | 2 | 2.6% |
| 249 | 2 | 2.6% |
| 183 | 2 | 2.6% |
| 867 | 1 | 1.3% |
| 51 | 1 | 1.3% |
| 217 | 1 | 1.3% |
| 257 | 1 | 1.3% |
| 580 | 1 | 1.3% |
| Other values (60) | 60 |
| Value | Count | Frequency (%) |
| 47 | 1 | |
| 49 | 1 | |
| 51 | 1 | |
| 64 | 1 | |
| 68 | 1 | |
| 74 | 1 | |
| 107 | 1 | |
| 111 | 1 | |
| 112 | 1 | |
| 117 | 1 |
| Value | Count | Frequency (%) |
| 943 | 1 | |
| 907 | 1 | |
| 895 | 1 | |
| 877 | 1 | |
| 867 | 1 | |
| 787 | 1 | |
| 786 | 1 | |
| 771 | 1 | |
| 728 | 1 | |
| 719 | 1 |
생계급여 인원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 69 |
|---|---|
| Distinct (%) | 90.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 424.89474 |
| Minimum | 57 |
|---|---|
| Maximum | 1193 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 80.5 |
| Q1 | 190.25 |
| median | 284.5 |
| Q3 | 536.25 |
| 95-th percentile | 1122.5 |
| Maximum | 1193 |
| Range | 1136 |
| Interquartile range (IQR) | 346 |
Descriptive statistics
| Standard deviation | 326.97949 |
|---|---|
| Coefficient of variation (CV) | 0.76955411 |
| Kurtosis | -0.13702557 |
| Mean | 424.89474 |
| Median Absolute Deviation (MAD) | 122 |
| Skewness | 1.0717144 |
| Sum | 32292 |
| Variance | 106915.59 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 176 | 2 | 2.6% |
| 251 | 2 | 2.6% |
| 57 | 2 | 2.6% |
| 208 | 2 | 2.6% |
| 175 | 2 | 2.6% |
| 206 | 2 | 2.6% |
| 127 | 2 | 2.6% |
| 735 | 1 | 1.3% |
| 167 | 1 | 1.3% |
| 171 | 1 | 1.3% |
| Other values (59) | 59 |
| Value | Count | Frequency (%) |
| 57 | 2 | |
| 61 | 1 | |
| 79 | 1 | |
| 81 | 1 | |
| 90 | 1 | |
| 127 | 2 | |
| 136 | 1 | |
| 148 | 1 | |
| 167 | 1 | |
| 169 | 1 |
| Value | Count | Frequency (%) |
| 1193 | 1 | |
| 1165 | 1 | |
| 1138 | 1 | |
| 1136 | 1 | |
| 1118 | 1 | |
| 1072 | 1 | |
| 1034 | 1 | |
| 1028 | 1 | |
| 919 | 1 | |
| 913 | 1 |
의료급여 가구
Real number (ℝ)
HIGH CORRELATION
| Distinct | 43 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.684211 |
| Minimum | 2 |
|---|---|
| Maximum | 101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 20 |
| Q3 | 36 |
| 95-th percentile | 76.25 |
| Maximum | 101 |
| Range | 99 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 24.154067 |
|---|---|
| Coefficient of variation (CV) | 0.84206839 |
| Kurtosis | 0.697111 |
| Mean | 28.684211 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.2992271 |
| Sum | 2180 |
| Variance | 583.41895 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 11 | 5 | 6.6% |
| 21 | 4 | 5.3% |
| 16 | 4 | 5.3% |
| 10 | 4 | 5.3% |
| 35 | 3 | 3.9% |
| 12 | 3 | 3.9% |
| 9 | 3 | 3.9% |
| 5 | 3 | 3.9% |
| 17 | 2 | 2.6% |
| 22 | 2 | 2.6% |
| Other values (33) | 43 |
| Value | Count | Frequency (%) |
| 2 | 1 | 1.3% |
| 3 | 1 | 1.3% |
| 4 | 1 | 1.3% |
| 5 | 3 | |
| 8 | 2 | 2.6% |
| 9 | 3 | |
| 10 | 4 | |
| 11 | 5 | |
| 12 | 3 | |
| 13 | 2 | 2.6% |
| Value | Count | Frequency (%) |
| 101 | 1 | |
| 94 | 1 | |
| 78 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 75 | 2 | |
| 74 | 1 | |
| 72 | 1 | |
| 64 | 1 | |
| 63 | 1 |
의료급여 인원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 51 |
|---|---|
| Distinct (%) | 67.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.328947 |
| Minimum | 2 |
|---|---|
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7.75 |
| Q1 | 17.75 |
| median | 29.5 |
| Q3 | 62.5 |
| 95-th percentile | 131.75 |
| Maximum | 184 |
| Range | 182 |
| Interquartile range (IQR) | 44.75 |
Descriptive statistics
| Standard deviation | 41.227624 |
|---|---|
| Coefficient of variation (CV) | 0.90952089 |
| Kurtosis | 1.3478239 |
| Mean | 45.328947 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 1.4710475 |
| Sum | 3445 |
| Variance | 1699.717 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 4 | 5.3% |
| 24 | 4 | 5.3% |
| 30 | 4 | 5.3% |
| 14 | 3 | 3.9% |
| 21 | 3 | 3.9% |
| 23 | 3 | 3.9% |
| 10 | 2 | 2.6% |
| 22 | 2 | 2.6% |
| 36 | 2 | 2.6% |
| 99 | 2 | 2.6% |
| Other values (41) | 47 |
| Value | Count | Frequency (%) |
| 2 | 1 | 1.3% |
| 4 | 1 | 1.3% |
| 6 | 1 | 1.3% |
| 7 | 1 | 1.3% |
| 8 | 1 | 1.3% |
| 9 | 1 | 1.3% |
| 10 | 2 | |
| 11 | 2 | |
| 14 | 3 | |
| 16 | 4 |
| Value | Count | Frequency (%) |
| 184 | 1 | |
| 149 | 1 | |
| 143 | 1 | |
| 137 | 1 | |
| 130 | 1 | |
| 125 | 1 | |
| 122 | 1 | |
| 119 | 1 | |
| 114 | 1 | |
| 99 | 2 |
주거급여 가구
Real number (ℝ)
HIGH CORRELATION
| Distinct | 66 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128.61842 |
| Minimum | 3 |
|---|---|
| Maximum | 516 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 56 |
| median | 87 |
| Q3 | 167.25 |
| 95-th percentile | 323.5 |
| Maximum | 516 |
| Range | 513 |
| Interquartile range (IQR) | 111.25 |
Descriptive statistics
| Standard deviation | 106.63082 |
|---|---|
| Coefficient of variation (CV) | 0.82904783 |
| Kurtosis | 2.209911 |
| Mean | 128.61842 |
| Median Absolute Deviation (MAD) | 39.5 |
| Skewness | 1.5303977 |
| Sum | 9775 |
| Variance | 11370.132 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 86 | 3 | 3.9% |
| 56 | 2 | 2.6% |
| 21 | 2 | 2.6% |
| 42 | 2 | 2.6% |
| 78 | 2 | 2.6% |
| 115 | 2 | 2.6% |
| 105 | 2 | 2.6% |
| 66 | 2 | 2.6% |
| 51 | 2 | 2.6% |
| 100 | 1 | 1.3% |
| Other values (56) | 56 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 12 | 1 | |
| 15 | 1 | |
| 21 | 2 | |
| 24 | 1 | |
| 30 | 1 | |
| 36 | 1 | |
| 39 | 1 | |
| 42 | 2 | |
| 43 | 1 |
| Value | Count | Frequency (%) |
| 516 | 1 | |
| 447 | 1 | |
| 403 | 1 | |
| 346 | 1 | |
| 316 | 1 | |
| 309 | 1 | |
| 284 | 1 | |
| 280 | 1 | |
| 273 | 1 | |
| 263 | 1 |
주거급여 인원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 73 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 223.36842 |
| Minimum | 3 |
|---|---|
| Maximum | 865 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 97.5 |
| median | 164.5 |
| Q3 | 285.75 |
| 95-th percentile | 578.25 |
| Maximum | 865 |
| Range | 862 |
| Interquartile range (IQR) | 188.25 |
Descriptive statistics
| Standard deviation | 184.05505 |
|---|---|
| Coefficient of variation (CV) | 0.82399764 |
| Kurtosis | 1.4433677 |
| Mean | 223.36842 |
| Median Absolute Deviation (MAD) | 84.5 |
| Skewness | 1.3500365 |
| Sum | 16976 |
| Variance | 33876.262 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 69 | 3 | 3.9% |
| 116 | 2 | 2.6% |
| 407 | 1 | 1.3% |
| 3 | 1 | 1.3% |
| 47 | 1 | 1.3% |
| 91 | 1 | 1.3% |
| 130 | 1 | 1.3% |
| 199 | 1 | 1.3% |
| 523 | 1 | 1.3% |
| 402 | 1 | 1.3% |
| Other values (63) | 63 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 25 | 1 | |
| 28 | 1 | |
| 31 | 1 | |
| 39 | 1 | |
| 43 | 1 | |
| 46 | 1 | |
| 47 | 1 | |
| 53 | 1 | |
| 55 | 1 |
| Value | Count | Frequency (%) |
| 865 | 1 | |
| 722 | 1 | |
| 624 | 1 | |
| 621 | 1 | |
| 564 | 1 | |
| 555 | 1 | |
| 531 | 1 | |
| 525 | 1 | |
| 523 | 1 | |
| 467 | 1 |
교육급여 가구
Real number (ℝ)
HIGH CORRELATION
| Distinct | 45 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.842105 |
| Minimum | 1 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 11.75 |
| median | 22.5 |
| Q3 | 38.5 |
| 95-th percentile | 64.5 |
| Maximum | 96 |
| Range | 95 |
| Interquartile range (IQR) | 26.75 |
Descriptive statistics
| Standard deviation | 19.933257 |
|---|---|
| Coefficient of variation (CV) | 0.74261154 |
| Kurtosis | 1.0612033 |
| Mean | 26.842105 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 1.1169625 |
| Sum | 2040 |
| Variance | 397.33474 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 15 | 4 | 5.3% |
| 17 | 4 | 5.3% |
| 14 | 3 | 3.9% |
| 23 | 3 | 3.9% |
| 4 | 3 | 3.9% |
| 9 | 3 | 3.9% |
| 10 | 3 | 3.9% |
| 6 | 3 | 3.9% |
| 37 | 2 | 2.6% |
| 47 | 2 | 2.6% |
| Other values (35) | 46 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.3% |
| 3 | 1 | 1.3% |
| 4 | 3 | |
| 5 | 2 | |
| 6 | 3 | |
| 8 | 1 | 1.3% |
| 9 | 3 | |
| 10 | 3 | |
| 11 | 2 | |
| 12 | 1 | 1.3% |
| Value | Count | Frequency (%) |
| 96 | 1 | |
| 77 | 1 | |
| 69 | 1 | |
| 66 | 1 | |
| 64 | 2 | |
| 60 | 1 | |
| 56 | 1 | |
| 50 | 2 | |
| 49 | 1 | |
| 47 | 2 |
교육급여 인원
Real number (ℝ)
HIGH CORRELATION
| Distinct | 64 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.776316 |
| Minimum | 2 |
|---|---|
| Maximum | 317 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 812.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 11.5 |
| Q1 | 36 |
| median | 69.5 |
| Q3 | 122.75 |
| 95-th percentile | 210.75 |
| Maximum | 317 |
| Range | 315 |
| Interquartile range (IQR) | 86.75 |
Descriptive statistics
| Standard deviation | 63.978246 |
|---|---|
| Coefficient of variation (CV) | 0.75467122 |
| Kurtosis | 1.6021505 |
| Mean | 84.776316 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 1.2269599 |
| Sum | 6443 |
| Variance | 4093.216 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 3 | 3.9% |
| 33 | 2 | 2.6% |
| 75 | 2 | 2.6% |
| 139 | 2 | 2.6% |
| 20 | 2 | 2.6% |
| 22 | 2 | 2.6% |
| 37 | 2 | 2.6% |
| 27 | 2 | 2.6% |
| 129 | 2 | 2.6% |
| 42 | 2 | 2.6% |
| Other values (54) | 55 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 12 | 1 | |
| 15 | 1 | |
| 18 | 1 | |
| 20 | 2 | |
| 22 | 2 | |
| 27 | 2 |
| Value | Count | Frequency (%) |
| 317 | 1 | |
| 255 | 1 | |
| 214 | 1 | |
| 213 | 1 | |
| 210 | 1 | |
| 209 | 1 | |
| 185 | 1 | |
| 176 | 1 | |
| 163 | 1 | |
| 161 | 1 |
| 기준연도 | 구분 | 총수급자 가구(중복제외) | 총수급자 인원(중복제외) | 생계급여 가구 | 생계급여 인원 | 의료급여 가구 | 의료급여 인원 | 주거급여 가구 | 주거급여 인원 | 교육급여 가구 | 교육급여 인원 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 기준연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 구분 | 0.000 | 1.000 | 0.940 | 0.979 | 0.969 | 0.972 | 0.855 | 0.842 | 0.896 | 0.881 | 0.838 | 0.820 |
| 총수급자 가구(중복제외) | 0.000 | 0.940 | 1.000 | 0.922 | 0.841 | 0.891 | 0.897 | 0.822 | 0.904 | 0.891 | 0.814 | 0.799 |
| 총수급자 인원(중복제외) | 0.000 | 0.979 | 0.922 | 1.000 | 0.948 | 0.956 | 0.776 | 0.912 | 0.962 | 0.955 | 0.815 | 0.775 |
| 생계급여 가구 | 0.000 | 0.969 | 0.841 | 0.948 | 1.000 | 0.990 | 0.755 | 0.897 | 0.877 | 0.889 | 0.761 | 0.704 |
| 생계급여 인원 | 0.000 | 0.972 | 0.891 | 0.956 | 0.990 | 1.000 | 0.785 | 0.910 | 0.903 | 0.901 | 0.795 | 0.767 |
| 의료급여 가구 | 0.000 | 0.855 | 0.897 | 0.776 | 0.755 | 0.785 | 1.000 | 0.912 | 0.783 | 0.788 | 0.832 | 0.808 |
| 의료급여 인원 | 0.000 | 0.842 | 0.822 | 0.912 | 0.897 | 0.910 | 0.912 | 1.000 | 0.889 | 0.919 | 0.797 | 0.779 |
| 주거급여 가구 | 0.000 | 0.896 | 0.904 | 0.962 | 0.877 | 0.903 | 0.783 | 0.889 | 1.000 | 0.983 | 0.709 | 0.700 |
| 주거급여 인원 | 0.000 | 0.881 | 0.891 | 0.955 | 0.889 | 0.901 | 0.788 | 0.919 | 0.983 | 1.000 | 0.810 | 0.841 |
| 교육급여 가구 | 0.000 | 0.838 | 0.814 | 0.815 | 0.761 | 0.795 | 0.832 | 0.797 | 0.709 | 0.810 | 1.000 | 0.992 |
| 교육급여 인원 | 0.000 | 0.820 | 0.799 | 0.775 | 0.704 | 0.767 | 0.808 | 0.779 | 0.700 | 0.841 | 0.992 | 1.000 |
| 구분 | 기준연도 | |
|---|---|---|
| 구분 | 1.000 | 0.000 |
| 기준연도 | 0.000 | 1.000 |
| 총수급자 가구(중복제외) | 총수급자 인원(중복제외) | 생계급여 가구 | 생계급여 인원 | 의료급여 가구 | 의료급여 인원 | 주거급여 가구 | 주거급여 인원 | 교육급여 가구 | 교육급여 인원 | 기준연도 | 구분 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 총수급자 가구(중복제외) | 1.000 | 0.977 | 0.979 | 0.985 | 0.865 | 0.846 | 0.916 | 0.883 | 0.800 | 0.800 | 0.000 | 0.626 |
| 총수급자 인원(중복제외) | 0.977 | 1.000 | 0.934 | 0.960 | 0.873 | 0.866 | 0.948 | 0.938 | 0.850 | 0.847 | 0.000 | 0.757 |
| 생계급여 가구 | 0.979 | 0.934 | 1.000 | 0.990 | 0.835 | 0.808 | 0.848 | 0.803 | 0.737 | 0.735 | 0.000 | 0.717 |
| 생계급여 인원 | 0.985 | 0.960 | 0.990 | 1.000 | 0.837 | 0.814 | 0.869 | 0.839 | 0.766 | 0.762 | 0.000 | 0.728 |
| 의료급여 가구 | 0.865 | 0.873 | 0.835 | 0.837 | 1.000 | 0.972 | 0.845 | 0.830 | 0.714 | 0.715 | 0.000 | 0.459 |
| 의료급여 인원 | 0.846 | 0.866 | 0.808 | 0.814 | 0.972 | 1.000 | 0.849 | 0.846 | 0.770 | 0.770 | 0.000 | 0.434 |
| 주거급여 가구 | 0.916 | 0.948 | 0.848 | 0.869 | 0.845 | 0.849 | 1.000 | 0.985 | 0.845 | 0.848 | 0.000 | 0.521 |
| 주거급여 인원 | 0.883 | 0.938 | 0.803 | 0.839 | 0.830 | 0.846 | 0.985 | 1.000 | 0.852 | 0.853 | 0.000 | 0.495 |
| 교육급여 가구 | 0.800 | 0.850 | 0.737 | 0.766 | 0.714 | 0.770 | 0.845 | 0.852 | 1.000 | 0.995 | 0.000 | 0.447 |
| 교육급여 인원 | 0.800 | 0.847 | 0.735 | 0.762 | 0.715 | 0.770 | 0.848 | 0.853 | 0.995 | 1.000 | 0.000 | 0.435 |
| 기준연도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| 구분 | 0.626 | 0.757 | 0.717 | 0.728 | 0.459 | 0.434 | 0.521 | 0.495 | 0.447 | 0.435 | 0.000 | 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.
| 기준연도 | 구분 | 총수급자 가구(중복제외) | 총수급자 인원(중복제외) | 생계급여 가구 | 생계급여 인원 | 의료급여 가구 | 의료급여 인원 | 주거급여 가구 | 주거급여 인원 | 교육급여 가구 | 교육급여 인원 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2021 | 팽성읍 | 1247 | 1796 | 867 | 1118 | 77 | 130 | 254 | 407 | 49 | 141 |
| 1 | 2021 | 안중읍 | 845 | 1302 | 528 | 673 | 42 | 78 | 237 | 425 | 38 | 126 |
| 2 | 2021 | 포승읍 | 372 | 565 | 230 | 288 | 16 | 24 | 86 | 138 | 40 | 115 |
| 3 | 2021 | 청북읍 | 227 | 374 | 141 | 185 | 11 | 14 | 51 | 100 | 24 | 75 |
| 4 | 2021 | 진위면 | 316 | 448 | 207 | 251 | 20 | 30 | 66 | 96 | 23 | 71 |
| 5 | 2021 | 서탄면 | 70 | 99 | 49 | 57 | 5 | 9 | 12 | 25 | 4 | 8 |
| 6 | 2021 | 고덕면 | 233 | 368 | 149 | 208 | 17 | 28 | 50 | 79 | 17 | 53 |
| 7 | 2021 | 오성면 | 202 | 287 | 139 | 175 | 11 | 21 | 43 | 69 | 9 | 22 |
| 8 | 2021 | 현덕면 | 93 | 129 | 64 | 79 | 4 | 4 | 21 | 31 | 4 | 15 |
| 9 | 2021 | 중앙동 | 1087 | 1785 | 636 | 871 | 78 | 149 | 309 | 555 | 64 | 210 |
| 기준연도 | 구분 | 총수급자 가구(중복제외) | 총수급자 인원(중복제외) | 생계급여 가구 | 생계급여 인원 | 의료급여 가구 | 의료급여 인원 | 주거급여 가구 | 주거급여 인원 | 교육급여 가구 | 교육급여 인원 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 2023 | 신장2동 | 328 | 436 | 234 | 281 | 10 | 11 | 74 | 111 | 10 | 33 |
| 67 | 2023 | 신평동 | 983 | 1254 | 719 | 833 | 57 | 86 | 180 | 251 | 27 | 84 |
| 68 | 2023 | 원평동 | 365 | 502 | 247 | 300 | 21 | 30 | 88 | 144 | 9 | 28 |
| 69 | 2023 | 통복동 | 179 | 209 | 123 | 136 | 10 | 10 | 42 | 53 | 4 | 10 |
| 70 | 2023 | 비전1동 | 1598 | 2340 | 943 | 1193 | 94 | 143 | 516 | 865 | 45 | 139 |
| 71 | 2023 | 비전2동 | 679 | 1153 | 395 | 533 | 35 | 62 | 202 | 409 | 47 | 149 |
| 72 | 2023 | 세교동 | 367 | 616 | 200 | 277 | 10 | 14 | 129 | 243 | 28 | 82 |
| 73 | 2023 | 용이동 | 326 | 491 | 177 | 218 | 36 | 41 | 97 | 176 | 16 | 56 |
| 74 | 2023 | 동삭동 | 289 | 567 | 156 | 267 | 11 | 18 | 107 | 236 | 15 | 46 |
| 75 | 2023 | 고덕동 | 417 | 622 | 234 | 302 | 37 | 45 | 133 | 238 | 13 | 37 |