Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 31 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.6 KiB |
| Average record size in memory | 120.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 10 |
| Text | 1 |
Dataset
| Description | 경기도_인구동향조사출생B형집계기본 |
|---|---|
| Author | 경기도 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=D9HCCWXPXKOSUZ05W5RO33753745&infSeq=1 |
년도 has constant value "" | Constant |
생성일자 has constant value "" | Constant |
시군코드 is highly overall correlated with 출생아수 and 6 other fields | High correlation |
출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
결혼출산출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
어머니1519출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
어머니2024출생아수 is highly overall correlated with 출생아수 and 7 other fields | High correlation |
어머니2529출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
어머니3034출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
어머니3539출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
어머니4044출생아수 is highly overall correlated with 시군코드 and 8 other fields | High correlation |
어머니4549출생아수 is highly overall correlated with 출생아수 and 7 other fields | High correlation |
시군코드 has unique values | Unique |
시군명 has unique values | Unique |
출생아수 has unique values | Unique |
결혼출산출생아수 has unique values | Unique |
어머니2529출생아수 has unique values | Unique |
어머니3539출생아수 has unique values | Unique |
어머니4044출생아수 has unique values | Unique |
어머니1519출생아수 has 1 (3.2%) zeros | Zeros |
어머니4549출생아수 has 3 (9.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 22:03:46.866353 |
|---|---|
| Analysis finished | 2023-12-10 22:03:55.779808 |
| Duration | 8.91 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년도
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
| 2017 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2017 |
| 3rd row | 2017 |
| 4th row | 2017 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2017 | 31 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2017 | 31 |
시군코드
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4142.4194 |
| Minimum | 4111 |
|---|---|
| Maximum | 4183 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 4111 |
|---|---|
| 5-th percentile | 4114 |
| Q1 | 4126 |
| median | 4141 |
| Q3 | 4158 |
| 95-th percentile | 4181 |
| Maximum | 4183 |
| Range | 72 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 20.881849 |
|---|---|
| Coefficient of variation (CV) | 0.005040979 |
| Kurtosis | -0.78287209 |
| Mean | 4142.4194 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.36277728 |
| Sum | 128415 |
| Variance | 436.05161 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 4111 | 1 | 3.2% |
| 4113 | 1 | 3.2% |
| 4183 | 1 | 3.2% |
| 4182 | 1 | 3.2% |
| 4180 | 1 | 3.2% |
| 4167 | 1 | 3.2% |
| 4165 | 1 | 3.2% |
| 4163 | 1 | 3.2% |
| 4161 | 1 | 3.2% |
| 4159 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 4111 | 1 | |
| 4113 | 1 | |
| 4115 | 1 | |
| 4117 | 1 | |
| 4119 | 1 | |
| 4121 | 1 | |
| 4122 | 1 | |
| 4125 | 1 | |
| 4127 | 1 | |
| 4128 | 1 |
| Value | Count | Frequency (%) |
| 4183 | 1 | |
| 4182 | 1 | |
| 4180 | 1 | |
| 4167 | 1 | |
| 4165 | 1 | |
| 4163 | 1 | |
| 4161 | 1 | |
| 4159 | 1 | |
| 4157 | 1 | |
| 4155 | 1 |
시군명
Text
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0967742 |
| Min length | 3 |
Characters and Unicode
| Total characters | 96 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 수원시 |
|---|---|
| 2nd row | 성남시 |
| 3rd row | 의정부시 |
| 4th row | 안양시 |
| 5th row | 부천시 |
| Value | Count | Frequency (%) |
| 수원시 | 1 | 3.2% |
| 의왕시 | 1 | 3.2% |
| 가평군 | 1 | 3.2% |
| 연천군 | 1 | 3.2% |
| 여주시 | 1 | 3.2% |
| 포천시 | 1 | 3.2% |
| 양주시 | 1 | 3.2% |
| 광주시 | 1 | 3.2% |
| 화성시 | 1 | 3.2% |
| 김포시 | 1 | 3.2% |
| Other values (21) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 96 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 96 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 96 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 29 | |
| 천 | 6 | 6.2% |
| 양 | 5 | 5.2% |
| 주 | 5 | 5.2% |
| 군 | 4 | 4.2% |
| 안 | 3 | 3.1% |
| 평 | 3 | 3.1% |
| 포 | 3 | 3.1% |
| 남 | 3 | 3.1% |
| 성 | 3 | 3.1% |
| Other values (28) | 32 |
출생아수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2932.2258 |
| Minimum | 306 |
|---|---|
| Maximum | 9198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 306 |
|---|---|
| 5-th percentile | 343.5 |
| Q1 | 1038 |
| median | 2293 |
| Q3 | 4100.5 |
| 95-th percentile | 6949.5 |
| Maximum | 9198 |
| Range | 8892 |
| Interquartile range (IQR) | 3062.5 |
Descriptive statistics
| Standard deviation | 2388.8179 |
|---|---|
| Coefficient of variation (CV) | 0.81467733 |
| Kurtosis | 0.1843508 |
| Mean | 2932.2258 |
| Median Absolute Deviation (MAD) | 1470 |
| Skewness | 0.98857478 |
| Sum | 90899 |
| Variance | 5706450.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 9198 | 1 | 3.2% |
| 7141 | 1 | 3.2% |
| 592 | 1 | 3.2% |
| 354 | 1 | 3.2% |
| 333 | 1 | 3.2% |
| 606 | 1 | 3.2% |
| 859 | 1 | 3.2% |
| 1354 | 1 | 3.2% |
| 2750 | 1 | 3.2% |
| 6758 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 306 | 1 | |
| 333 | 1 | |
| 354 | 1 | |
| 558 | 1 | |
| 592 | 1 | |
| 606 | 1 | |
| 859 | 1 | |
| 905 | 1 | |
| 1171 | 1 | |
| 1256 | 1 |
| Value | Count | Frequency (%) |
| 9198 | 1 | |
| 7141 | 1 | |
| 6758 | 1 | |
| 6746 | 1 | |
| 6433 | 1 | |
| 5866 | 1 | |
| 4268 | 1 | |
| 4239 | 1 | |
| 3962 | 1 | |
| 3763 | 1 |
결혼출산출생아수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2885.4194 |
| Minimum | 305 |
|---|---|
| Maximum | 9053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 305 |
|---|---|
| 5-th percentile | 336.5 |
| Q1 | 1020 |
| median | 2268 |
| Q3 | 4024.5 |
| 95-th percentile | 6868.5 |
| Maximum | 9053 |
| Range | 8748 |
| Interquartile range (IQR) | 3004.5 |
Descriptive statistics
| Standard deviation | 2356.7628 |
|---|---|
| Coefficient of variation (CV) | 0.81678347 |
| Kurtosis | 0.18074065 |
| Mean | 2885.4194 |
| Median Absolute Deviation (MAD) | 1427 |
| Skewness | 0.99169232 |
| Sum | 89448 |
| Variance | 5554331 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 9053 | 1 | 3.2% |
| 7045 | 1 | 3.2% |
| 576 | 1 | 3.2% |
| 342 | 1 | 3.2% |
| 331 | 1 | 3.2% |
| 591 | 1 | 3.2% |
| 841 | 1 | 3.2% |
| 1323 | 1 | 3.2% |
| 2724 | 1 | 3.2% |
| 6692 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 305 | 1 | |
| 331 | 1 | |
| 342 | 1 | |
| 542 | 1 | |
| 576 | 1 | |
| 591 | 1 | |
| 841 | 1 | |
| 890 | 1 | |
| 1150 | 1 | |
| 1237 | 1 |
| Value | Count | Frequency (%) |
| 9053 | 1 | |
| 7045 | 1 | |
| 6692 | 1 | |
| 6658 | 1 | |
| 6345 | 1 | |
| 5785 | 1 | |
| 4178 | 1 | |
| 4151 | 1 | |
| 3898 | 1 | |
| 3692 | 1 |
어머니1519출생아수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 58.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 1 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4.5 |
| median | 7 |
| Q3 | 12.5 |
| 95-th percentile | 22 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.7970582 |
|---|---|
| Coefficient of variation (CV) | 0.75522869 |
| Kurtosis | -0.25943146 |
| Mean | 9 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.77272789 |
| Sum | 279 |
| Variance | 46.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 5 | 4 | |
| 1 | 4 | |
| 6 | 3 | 9.7% |
| 22 | 2 | 6.5% |
| 15 | 2 | 6.5% |
| 12 | 2 | 6.5% |
| 4 | 2 | 6.5% |
| 9 | 2 | 6.5% |
| 8 | 1 | 3.2% |
| 3 | 1 | 3.2% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 0 | 1 | 3.2% |
| 1 | 4 | |
| 3 | 1 | 3.2% |
| 4 | 2 | |
| 5 | 4 | |
| 6 | 3 | |
| 7 | 1 | 3.2% |
| 8 | 1 | 3.2% |
| 9 | 2 | |
| 10 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 24 | 1 | |
| 22 | 2 | |
| 21 | 1 | |
| 16 | 1 | |
| 15 | 2 | |
| 13 | 1 | |
| 12 | 2 | |
| 11 | 1 | |
| 10 | 1 | |
| 9 | 2 |
어머니2024출생아수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.77419 |
| Minimum | 11 |
|---|---|
| Maximum | 301 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 22.5 |
| Q1 | 53 |
| median | 106 |
| Q3 | 172 |
| 95-th percentile | 245 |
| Maximum | 301 |
| Range | 290 |
| Interquartile range (IQR) | 119 |
Descriptive statistics
| Standard deviation | 79.668358 |
|---|---|
| Coefficient of variation (CV) | 0.66515462 |
| Kurtosis | -0.70256438 |
| Mean | 119.77419 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | 0.53406159 |
| Sum | 3713 |
| Variance | 6347.0473 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 172 | 2 | 6.5% |
| 84 | 2 | 6.5% |
| 301 | 1 | 3.2% |
| 35 | 1 | 3.2% |
| 31 | 1 | 3.2% |
| 26 | 1 | 3.2% |
| 60 | 1 | 3.2% |
| 129 | 1 | 3.2% |
| 233 | 1 | 3.2% |
| 106 | 1 | 3.2% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 19 | 1 | |
| 26 | 1 | |
| 31 | 1 | |
| 33 | 1 | |
| 35 | 1 | |
| 40 | 1 | |
| 46 | 1 | |
| 60 | 1 | |
| 65 | 1 |
| Value | Count | Frequency (%) |
| 301 | 1 | |
| 247 | 1 | |
| 243 | 1 | |
| 233 | 1 | |
| 229 | 1 | |
| 217 | 1 | |
| 173 | 1 | |
| 172 | 2 | |
| 169 | 1 | |
| 167 | 1 |
어머니2529출생아수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 591.70968 |
| Minimum | 53 |
|---|---|
| Maximum | 1816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 53 |
|---|---|
| 5-th percentile | 99.5 |
| Q1 | 228.5 |
| median | 507 |
| Q3 | 910.5 |
| 95-th percentile | 1315.5 |
| Maximum | 1816 |
| Range | 1763 |
| Interquartile range (IQR) | 682 |
Descriptive statistics
| Standard deviation | 452.62679 |
|---|---|
| Coefficient of variation (CV) | 0.76494742 |
| Kurtosis | 0.20879345 |
| Mean | 591.70968 |
| Median Absolute Deviation (MAD) | 349 |
| Skewness | 0.9026968 |
| Sum | 18343 |
| Variance | 204871.01 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1816 | 1 | 3.2% |
| 1196 | 1 | 3.2% |
| 122 | 1 | 3.2% |
| 84 | 1 | 3.2% |
| 115 | 1 | 3.2% |
| 142 | 1 | 3.2% |
| 271 | 1 | 3.2% |
| 333 | 1 | 3.2% |
| 577 | 1 | 3.2% |
| 1435 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 53 | 1 | |
| 84 | 1 | |
| 115 | 1 | |
| 122 | 1 | |
| 142 | 1 | |
| 153 | 1 | |
| 158 | 1 | |
| 207 | 1 | |
| 250 | 1 | |
| 271 | 1 |
| Value | Count | Frequency (%) |
| 1816 | 1 | |
| 1435 | 1 | |
| 1196 | 1 | |
| 1190 | 1 | |
| 1125 | 1 | |
| 1094 | 1 | |
| 1008 | 1 | |
| 948 | 1 | |
| 873 | 1 | |
| 835 | 1 |
어머니3034출생아수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1328.7419 |
| Minimum | 120 |
|---|---|
| Maximum | 4454 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 151 |
| Q1 | 472.5 |
| median | 1099 |
| Q3 | 1753 |
| 95-th percentile | 3316.5 |
| Maximum | 4454 |
| Range | 4334 |
| Interquartile range (IQR) | 1280.5 |
Descriptive statistics
| Standard deviation | 1145.4206 |
|---|---|
| Coefficient of variation (CV) | 0.86203394 |
| Kurtosis | 0.55953817 |
| Mean | 1328.7419 |
| Median Absolute Deviation (MAD) | 669 |
| Skewness | 1.1274069 |
| Sum | 41191 |
| Variance | 1311988.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 515 | 2 | 6.5% |
| 3167 | 2 | 6.5% |
| 4454 | 1 | 3.2% |
| 3466 | 1 | 3.2% |
| 230 | 1 | 3.2% |
| 147 | 1 | 3.2% |
| 120 | 1 | 3.2% |
| 232 | 1 | 3.2% |
| 300 | 1 | 3.2% |
| 1170 | 1 | 3.2% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 120 | 1 | |
| 147 | 1 | |
| 155 | 1 | |
| 228 | 1 | |
| 230 | 1 | |
| 232 | 1 | |
| 300 | 1 | |
| 430 | 1 | |
| 515 | 2 | |
| 613 | 1 |
| Value | Count | Frequency (%) |
| 4454 | 1 | |
| 3466 | 1 | |
| 3167 | 2 | |
| 2924 | 1 | |
| 2809 | 1 | |
| 1945 | 1 | |
| 1789 | 1 | |
| 1717 | 1 | |
| 1579 | 1 | |
| 1397 | 1 |
어머니3539출생아수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 775.06452 |
| Minimum | 61 |
|---|---|
| Maximum | 2356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 250.5 |
| median | 656 |
| Q3 | 1041 |
| 95-th percentile | 2032 |
| Maximum | 2356 |
| Range | 2295 |
| Interquartile range (IQR) | 790.5 |
Descriptive statistics
| Standard deviation | 657.65239 |
|---|---|
| Coefficient of variation (CV) | 0.84851309 |
| Kurtosis | -0.027373074 |
| Mean | 775.06452 |
| Median Absolute Deviation (MAD) | 400 |
| Skewness | 0.97933667 |
| Sum | 24027 |
| Variance | 432506.66 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 2356 | 1 | 3.2% |
| 2030 | 1 | 3.2% |
| 171 | 1 | 3.2% |
| 75 | 1 | 3.2% |
| 61 | 1 | 3.2% |
| 149 | 1 | 3.2% |
| 174 | 1 | 3.2% |
| 338 | 1 | 3.2% |
| 750 | 1 | 3.2% |
| 1709 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 61 | 1 | |
| 75 | 1 | |
| 77 | 1 | |
| 111 | 1 | |
| 149 | 1 | |
| 171 | 1 | |
| 174 | 1 | |
| 245 | 1 | |
| 256 | 1 | |
| 338 | 1 |
| Value | Count | Frequency (%) |
| 2356 | 1 | |
| 2034 | 1 | |
| 2030 | 1 | |
| 1811 | 1 | |
| 1709 | 1 | |
| 1504 | 1 | |
| 1311 | 1 | |
| 1052 | 1 | |
| 1030 | 1 | |
| 892 | 1 |
어머니4044출생아수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.58065 |
| Minimum | 9 |
|---|---|
| Maximum | 270 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 36.5 |
| median | 90 |
| Q3 | 141.5 |
| 95-th percentile | 254.5 |
| Maximum | 270 |
| Range | 261 |
| Interquartile range (IQR) | 105 |
Descriptive statistics
| Standard deviation | 80.830182 |
|---|---|
| Coefficient of variation (CV) | 0.7803599 |
| Kurtosis | -0.56586616 |
| Mean | 103.58065 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 0.73573341 |
| Sum | 3211 |
| Variance | 6533.5183 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 240 | 1 | 3.2% |
| 249 | 1 | 3.2% |
| 31 | 1 | 3.2% |
| 14 | 1 | 3.2% |
| 9 | 1 | 3.2% |
| 17 | 1 | 3.2% |
| 23 | 1 | 3.2% |
| 76 | 1 | 3.2% |
| 109 | 1 | 3.2% |
| 192 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 10 | 1 | |
| 14 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 23 | 1 | |
| 31 | 1 | |
| 33 | 1 | |
| 40 | 1 | |
| 41 | 1 |
| Value | Count | Frequency (%) |
| 270 | 1 | |
| 260 | 1 | |
| 249 | 1 | |
| 240 | 1 | |
| 215 | 1 | |
| 192 | 1 | |
| 181 | 1 | |
| 144 | 1 | |
| 139 | 1 | |
| 128 | 1 |
어머니4549출생아수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0645161 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 3 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 7.5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4891161 |
|---|---|
| Coefficient of variation (CV) | 0.81223788 |
| Kurtosis | -0.74904006 |
| Mean | 3.0645161 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.72553716 |
| Sum | 95 |
| Variance | 6.1956989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 1 | 7 | |
| 4 | 3 | 9.7% |
| 7 | 3 | 9.7% |
| 5 | 3 | 9.7% |
| 0 | 3 | 9.7% |
| 8 | 2 | 6.5% |
| 6 | 1 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 3 | 9.7% |
| 1 | 7 | |
| 2 | 9 | |
| 4 | 3 | 9.7% |
| 5 | 3 | 9.7% |
| 6 | 1 | 3.2% |
| 7 | 3 | 9.7% |
| 8 | 2 | 6.5% |
| Value | Count | Frequency (%) |
| 8 | 2 | 6.5% |
| 7 | 3 | 9.7% |
| 6 | 1 | 3.2% |
| 5 | 3 | 9.7% |
| 4 | 3 | 9.7% |
| 2 | 9 | |
| 1 | 7 | |
| 0 | 3 | 9.7% |
생성일자
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
| 20181122 |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20181122 |
|---|---|
| 2nd row | 20181122 |
| 3rd row | 20181122 |
| 4th row | 20181122 |
| 5th row | 20181122 |
Common Values
| Value | Count | Frequency (%) |
| 20181122 | 31 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 20181122 | 31 |
| 시군코드 | 시군명 | 출생아수 | 결혼출산출생아수 | 어머니1519출생아수 | 어머니2024출생아수 | 어머니2529출생아수 | 어머니3034출생아수 | 어머니3539출생아수 | 어머니4044출생아수 | 어머니4549출생아수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군코드 | 1.000 | 1.000 | 0.000 | 0.000 | 0.545 | 0.533 | 0.354 | 0.000 | 0.281 | 0.241 | 0.000 |
| 시군명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 출생아수 | 0.000 | 1.000 | 1.000 | 1.000 | 0.565 | 0.746 | 0.827 | 0.992 | 0.960 | 0.925 | 0.768 |
| 결혼출산출생아수 | 0.000 | 1.000 | 1.000 | 1.000 | 0.565 | 0.746 | 0.827 | 0.992 | 0.960 | 0.925 | 0.768 |
| 어머니1519출생아수 | 0.545 | 1.000 | 0.565 | 0.565 | 1.000 | 0.924 | 0.883 | 0.634 | 0.643 | 0.658 | 0.418 |
| 어머니2024출생아수 | 0.533 | 1.000 | 0.746 | 0.746 | 0.924 | 1.000 | 0.914 | 0.768 | 0.727 | 0.730 | 0.722 |
| 어머니2529출생아수 | 0.354 | 1.000 | 0.827 | 0.827 | 0.883 | 0.914 | 1.000 | 0.894 | 0.838 | 0.877 | 0.541 |
| 어머니3034출생아수 | 0.000 | 1.000 | 0.992 | 0.992 | 0.634 | 0.768 | 0.894 | 1.000 | 0.920 | 0.923 | 0.731 |
| 어머니3539출생아수 | 0.281 | 1.000 | 0.960 | 0.960 | 0.643 | 0.727 | 0.838 | 0.920 | 1.000 | 0.978 | 0.587 |
| 어머니4044출생아수 | 0.241 | 1.000 | 0.925 | 0.925 | 0.658 | 0.730 | 0.877 | 0.923 | 0.978 | 1.000 | 0.452 |
| 어머니4549출생아수 | 0.000 | 1.000 | 0.768 | 0.768 | 0.418 | 0.722 | 0.541 | 0.731 | 0.587 | 0.452 | 1.000 |
| 시군코드 | 출생아수 | 결혼출산출생아수 | 어머니1519출생아수 | 어머니2024출생아수 | 어머니2529출생아수 | 어머니3034출생아수 | 어머니3539출생아수 | 어머니4044출생아수 | 어머니4549출생아수 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 시군코드 | 1.000 | -0.521 | -0.521 | -0.592 | -0.442 | -0.502 | -0.551 | -0.548 | -0.515 | -0.406 |
| 출생아수 | -0.521 | 1.000 | 1.000 | 0.821 | 0.894 | 0.977 | 0.995 | 0.991 | 0.983 | 0.783 |
| 결혼출산출생아수 | -0.521 | 1.000 | 1.000 | 0.821 | 0.894 | 0.977 | 0.995 | 0.991 | 0.983 | 0.783 |
| 어머니1519출생아수 | -0.592 | 0.821 | 0.821 | 1.000 | 0.911 | 0.880 | 0.798 | 0.780 | 0.784 | 0.641 |
| 어머니2024출생아수 | -0.442 | 0.894 | 0.894 | 0.911 | 1.000 | 0.949 | 0.872 | 0.850 | 0.855 | 0.752 |
| 어머니2529출생아수 | -0.502 | 0.977 | 0.977 | 0.880 | 0.949 | 1.000 | 0.966 | 0.952 | 0.948 | 0.779 |
| 어머니3034출생아수 | -0.551 | 0.995 | 0.995 | 0.798 | 0.872 | 0.966 | 1.000 | 0.992 | 0.980 | 0.782 |
| 어머니3539출생아수 | -0.548 | 0.991 | 0.991 | 0.780 | 0.850 | 0.952 | 0.992 | 1.000 | 0.988 | 0.782 |
| 어머니4044출생아수 | -0.515 | 0.983 | 0.983 | 0.784 | 0.855 | 0.948 | 0.980 | 0.988 | 1.000 | 0.787 |
| 어머니4549출생아수 | -0.406 | 0.783 | 0.783 | 0.641 | 0.752 | 0.779 | 0.782 | 0.782 | 0.787 | 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.
| 년도 | 시군코드 | 시군명 | 출생아수 | 결혼출산출생아수 | 어머니1519출생아수 | 어머니2024출생아수 | 어머니2529출생아수 | 어머니3034출생아수 | 어머니3539출생아수 | 어머니4044출생아수 | 어머니4549출생아수 | 생성일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017 | 4111 | 수원시 | 9198 | 9053 | 22 | 301 | 1816 | 4454 | 2356 | 240 | 8 | 20181122 |
| 1 | 2017 | 4113 | 성남시 | 7141 | 7045 | 24 | 172 | 1196 | 3466 | 2030 | 249 | 4 | 20181122 |
| 2 | 2017 | 4115 | 의정부시 | 2579 | 2494 | 15 | 139 | 549 | 1099 | 677 | 95 | 4 | 20181122 |
| 3 | 2017 | 4117 | 안양시 | 3962 | 3898 | 12 | 111 | 695 | 1945 | 1052 | 144 | 2 | 20181122 |
| 4 | 2017 | 4119 | 부천시 | 5866 | 5785 | 11 | 229 | 1125 | 2809 | 1504 | 181 | 7 | 20181122 |
| 5 | 2017 | 4121 | 광명시 | 2293 | 2268 | 5 | 65 | 347 | 1127 | 658 | 90 | 1 | 20181122 |
| 6 | 2017 | 4122 | 평택시 | 3763 | 3692 | 21 | 247 | 948 | 1579 | 835 | 128 | 5 | 20181122 |
| 7 | 2017 | 4125 | 동두천시 | 558 | 542 | 6 | 40 | 153 | 228 | 111 | 18 | 2 | 20181122 |
| 8 | 2017 | 4127 | 안산시 | 4239 | 4151 | 22 | 243 | 1008 | 1789 | 1030 | 139 | 7 | 20181122 |
| 9 | 2017 | 4128 | 고양시 | 6433 | 6345 | 13 | 217 | 1190 | 2924 | 1811 | 270 | 7 | 20181122 |
| 년도 | 시군코드 | 시군명 | 출생아수 | 결혼출산출생아수 | 어머니1519출생아수 | 어머니2024출생아수 | 어머니2529출생아수 | 어머니3034출생아수 | 어머니3539출생아수 | 어머니4044출생아수 | 어머니4549출생아수 | 생성일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | 2017 | 4155 | 안성시 | 1171 | 1150 | 6 | 75 | 292 | 515 | 245 | 33 | 1 | 20181122 |
| 22 | 2017 | 4157 | 김포시 | 3048 | 3013 | 4 | 106 | 527 | 1397 | 892 | 120 | 2 | 20181122 |
| 23 | 2017 | 4159 | 화성시 | 6758 | 6692 | 10 | 233 | 1435 | 3167 | 1709 | 192 | 5 | 20181122 |
| 24 | 2017 | 4161 | 광주시 | 2750 | 2724 | 7 | 129 | 577 | 1170 | 750 | 109 | 6 | 20181122 |
| 25 | 2017 | 4163 | 양주시 | 1354 | 1323 | 5 | 84 | 333 | 515 | 338 | 76 | 2 | 20181122 |
| 26 | 2017 | 4165 | 포천시 | 859 | 841 | 6 | 84 | 271 | 300 | 174 | 23 | 1 | 20181122 |
| 27 | 2017 | 4167 | 여주시 | 606 | 591 | 4 | 60 | 142 | 232 | 149 | 17 | 2 | 20181122 |
| 28 | 2017 | 4180 | 연천군 | 333 | 331 | 1 | 26 | 115 | 120 | 61 | 9 | 1 | 20181122 |
| 29 | 2017 | 4182 | 가평군 | 354 | 342 | 3 | 31 | 84 | 147 | 75 | 14 | 0 | 20181122 |
| 30 | 2017 | 4183 | 양평군 | 592 | 576 | 1 | 35 | 122 | 230 | 171 | 31 | 1 | 20181122 |