Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.1 KiB |
| Average record size in memory | 125.6 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 11 |
| DateTime | 1 |
Dataset
| Description | 성남시 동별, 성별 인구에 대한 현황이며, 총인구수, 19세이상, 65세이상, 세대수, 제외국민 항목으로 구성되어 있습니다. |
|---|---|
| Author | 경기도 성남시 |
| URL | https://www.data.go.kr/data/15007386/fileData.do |
데이터기준일자 has constant value "" | Constant |
인구수_계 is highly overall correlated with 인구수_남 and 9 other fields | High correlation |
인구수_남 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
인구수_여 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
19세 이상_계 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
19세 이상_남 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
19세 이상_여 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
65세 이상_계 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
65세 이상_남자 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
65세 이상_여자 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
세대수 is highly overall correlated with 인구수_계 and 9 other fields | High correlation |
재외국민 is highly overall correlated with 인구수_계 and 10 other fields | High correlation |
구별 is highly overall correlated with 재외국민 | High correlation |
동 has unique values | Unique |
인구수_계 has unique values | Unique |
인구수_남 has unique values | Unique |
인구수_여 has unique values | Unique |
19세 이상_계 has unique values | Unique |
19세 이상_남 has unique values | Unique |
19세 이상_여 has unique values | Unique |
65세 이상_계 has unique values | Unique |
65세 이상_남자 has unique values | Unique |
65세 이상_여자 has unique values | Unique |
세대수 has unique values | Unique |
Reproduction
| Analysis started | 2024-04-29 22:22:29.213573 |
|---|---|
| Analysis finished | 2024-04-29 22:22:41.889444 |
| Duration | 12.68 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구별
Categorical
HIGH CORRELATION
| 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
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 분당구 | 22 | |
| 수정구 | 17 | |
| 중원구 | 11 |
동
Text
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 620 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 3 ? |
| 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 | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 신흥1동 |
|---|---|
| 2nd row | 신흥2동 |
| 3rd row | 신흥3동 |
| 4th row | 태평1동 |
| 5th row | 태평2동 |
| 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 (%) |
| 436 | ||
| 동 | 50 | 8.1% |
| 1 | 12 | 1.9% |
| 2 | 11 | 1.8% |
| 3 | 6 | 1.0% |
| 평 | 5 | 0.8% |
| 정 | 5 | 0.8% |
| 수 | 5 | 0.8% |
| 대 | 5 | 0.8% |
| 자 | 4 | 0.6% |
| Other values (45) | 81 | 13.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 436 | |
| Other Letter | 154 | 24.8% |
| Decimal Number | 30 | 4.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 50 | |
| 평 | 5 | 3.2% |
| 정 | 5 | 3.2% |
| 수 | 5 | 3.2% |
| 대 | 5 | 3.2% |
| 자 | 4 | 2.6% |
| 흥 | 4 | 2.6% |
| 신 | 4 | 2.6% |
| 태 | 4 | 2.6% |
| 원 | 4 | 2.6% |
| Other values (40) | 64 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 11 | |
| 3 | 6 | |
| 4 | 1 | 3.3% |
Space Separator
| Value | Count | Frequency (%) |
| 436 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 466 | |
| Hangul | 154 | 24.8% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 50 | |
| 평 | 5 | 3.2% |
| 정 | 5 | 3.2% |
| 수 | 5 | 3.2% |
| 대 | 5 | 3.2% |
| 자 | 4 | 2.6% |
| 흥 | 4 | 2.6% |
| 신 | 4 | 2.6% |
| 태 | 4 | 2.6% |
| 원 | 4 | 2.6% |
| Other values (40) | 64 |
Common
| Value | Count | Frequency (%) |
| 436 | ||
| 1 | 12 | 2.6% |
| 2 | 11 | 2.4% |
| 3 | 6 | 1.3% |
| 4 | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 466 | |
| Hangul | 154 | 24.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 436 | ||
| 1 | 12 | 2.6% |
| 2 | 11 | 2.4% |
| 3 | 6 | 1.3% |
| 4 | 1 | 0.2% |
Hangul
| Value | Count | Frequency (%) |
| 동 | 50 | |
| 평 | 5 | 3.2% |
| 정 | 5 | 3.2% |
| 수 | 5 | 3.2% |
| 대 | 5 | 3.2% |
| 자 | 4 | 2.6% |
| 흥 | 4 | 2.6% |
| 신 | 4 | 2.6% |
| 태 | 4 | 2.6% |
| 원 | 4 | 2.6% |
| Other values (40) | 64 |
인구수_계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18389.28 |
| Minimum | 3131 |
|---|---|
| Maximum | 45309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 3131 |
|---|---|
| 5-th percentile | 4623.9 |
| Q1 | 12021 |
| median | 16581.5 |
| Q3 | 24829 |
| 95-th percentile | 31809.9 |
| Maximum | 45309 |
| Range | 42178 |
| Interquartile range (IQR) | 12808 |
Descriptive statistics
| Standard deviation | 8911.6796 |
|---|---|
| Coefficient of variation (CV) | 0.48461275 |
| Kurtosis | 0.32611435 |
| Mean | 18389.28 |
| Median Absolute Deviation (MAD) | 5950 |
| Skewness | 0.60371608 |
| Sum | 919464 |
| Variance | 79418033 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12568 | 1 | 2.0% |
| 24817 | 1 | 2.0% |
| 24833 | 1 | 2.0% |
| 17866 | 1 | 2.0% |
| 10403 | 1 | 2.0% |
| 13411 | 1 | 2.0% |
| 14153 | 1 | 2.0% |
| 30160 | 1 | 2.0% |
| 14590 | 1 | 2.0% |
| 16833 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 3131 | 1 | |
| 3394 | 1 | |
| 4578 | 1 | |
| 4680 | 1 | |
| 9307 | 1 | |
| 9593 | 1 | |
| 10403 | 1 | |
| 10414 | 1 | |
| 10849 | 1 | |
| 11426 | 1 |
| Value | Count | Frequency (%) |
| 45309 | 1 | |
| 34805 | 1 | |
| 32466 | 1 | |
| 31008 | 1 | |
| 30923 | 1 | |
| 30160 | 1 | |
| 28600 | 1 | |
| 27113 | 1 | |
| 26718 | 1 | |
| 26671 | 1 |
인구수_남
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9102.24 |
| Minimum | 1654 |
|---|---|
| Maximum | 22029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 1654 |
|---|---|
| 5-th percentile | 2392.2 |
| Q1 | 6161.75 |
| median | 8009 |
| Q3 | 12550.25 |
| 95-th percentile | 16138.05 |
| Maximum | 22029 |
| Range | 20375 |
| Interquartile range (IQR) | 6388.5 |
Descriptive statistics
| Standard deviation | 4290.1769 |
|---|---|
| Coefficient of variation (CV) | 0.471332 |
| Kurtosis | 0.4020462 |
| Mean | 9102.24 |
| Median Absolute Deviation (MAD) | 2496 |
| Skewness | 0.61247511 |
| Sum | 455112 |
| Variance | 18405618 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6663 | 1 | 2.0% |
| 12140 | 1 | 2.0% |
| 12212 | 1 | 2.0% |
| 8498 | 1 | 2.0% |
| 5056 | 1 | 2.0% |
| 6668 | 1 | 2.0% |
| 7192 | 1 | 2.0% |
| 14296 | 1 | 2.0% |
| 6942 | 1 | 2.0% |
| 8095 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1654 | 1 | |
| 1796 | 1 | |
| 2367 | 1 | |
| 2423 | 1 | |
| 4616 | 1 | |
| 4724 | 1 | |
| 5056 | 1 | |
| 5821 | 1 | |
| 5845 | 1 | |
| 5850 | 1 |
| Value | Count | Frequency (%) |
| 22029 | 1 | |
| 17018 | 1 | |
| 17007 | 1 | |
| 15076 | 1 | |
| 15003 | 1 | |
| 14296 | 1 | |
| 13589 | 1 | |
| 13141 | 1 | |
| 13021 | 1 | |
| 12833 | 1 |
인구수_여
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9287.04 |
| Minimum | 1477 |
|---|---|
| Maximum | 23280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 1477 |
|---|---|
| 5-th percentile | 2226.1 |
| Q1 | 5927.5 |
| median | 8390.5 |
| Q3 | 12663 |
| 95-th percentile | 15926.6 |
| Maximum | 23280 |
| Range | 21803 |
| Interquartile range (IQR) | 6735.5 |
Descriptive statistics
| Standard deviation | 4641.4295 |
|---|---|
| Coefficient of variation (CV) | 0.49977491 |
| Kurtosis | 0.26718096 |
| Mean | 9287.04 |
| Median Absolute Deviation (MAD) | 3114.5 |
| Skewness | 0.60227362 |
| Sum | 464352 |
| Variance | 21542868 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5905 | 1 | 2.0% |
| 12677 | 1 | 2.0% |
| 12621 | 1 | 2.0% |
| 9368 | 1 | 2.0% |
| 5347 | 1 | 2.0% |
| 6743 | 1 | 2.0% |
| 6961 | 1 | 2.0% |
| 15864 | 1 | 2.0% |
| 7648 | 1 | 2.0% |
| 8738 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1477 | 1 | |
| 1598 | 1 | |
| 2155 | 1 | |
| 2313 | 1 | |
| 4569 | 1 | |
| 4691 | 1 | |
| 4869 | 1 | |
| 5028 | 1 | |
| 5347 | 1 | |
| 5382 | 1 |
| Value | Count | Frequency (%) |
| 23280 | 1 | |
| 17798 | 1 | |
| 15932 | 1 | |
| 15920 | 1 | |
| 15864 | 1 | |
| 15448 | 1 | |
| 15011 | 1 | |
| 14293 | 1 | |
| 13885 | 1 | |
| 13572 | 1 |
19세 이상_계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15714.52 |
| Minimum | 2843 |
|---|---|
| Maximum | 36495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 2843 |
|---|---|
| 5-th percentile | 3911.3 |
| Q1 | 10687.25 |
| median | 13935.5 |
| Q3 | 21518.5 |
| 95-th percentile | 26914.6 |
| Maximum | 36495 |
| Range | 33652 |
| Interquartile range (IQR) | 10831.25 |
Descriptive statistics
| Standard deviation | 7329.1871 |
|---|---|
| Coefficient of variation (CV) | 0.46639586 |
| Kurtosis | 0.062239336 |
| Mean | 15714.52 |
| Median Absolute Deviation (MAD) | 4781 |
| Skewness | 0.49774746 |
| Sum | 785726 |
| Variance | 53716983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11729 | 1 | 2.0% |
| 20338 | 1 | 2.0% |
| 20815 | 1 | 2.0% |
| 14713 | 1 | 2.0% |
| 7551 | 1 | 2.0% |
| 10512 | 1 | 2.0% |
| 12159 | 1 | 2.0% |
| 25476 | 1 | 2.0% |
| 12842 | 1 | 2.0% |
| 13781 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 2843 | 1 | |
| 3156 | 1 | |
| 3734 | 1 | |
| 4128 | 1 | |
| 7551 | 1 | |
| 8295 | 1 | |
| 8445 | 1 | |
| 9586 | 1 | |
| 9923 | 1 | |
| 10082 | 1 |
| Value | Count | Frequency (%) |
| 36495 | 1 | |
| 29885 | 1 | |
| 27613 | 1 | |
| 26061 | 1 | |
| 25476 | 1 | |
| 25277 | 1 | |
| 24853 | 1 | |
| 23561 | 1 | |
| 23456 | 1 | |
| 22110 | 1 |
19세 이상_남
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7737.36 |
| Minimum | 1506 |
|---|---|
| Maximum | 17634 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 1506 |
|---|---|
| 5-th percentile | 2037.25 |
| Q1 | 5478.5 |
| median | 6902.5 |
| Q3 | 10318.75 |
| 95-th percentile | 12995.75 |
| Maximum | 17634 |
| Range | 16128 |
| Interquartile range (IQR) | 4840.25 |
Descriptive statistics
| Standard deviation | 3513.1076 |
|---|---|
| Coefficient of variation (CV) | 0.45404474 |
| Kurtosis | 0.26499366 |
| Mean | 7737.36 |
| Median Absolute Deviation (MAD) | 2157.5 |
| Skewness | 0.5361142 |
| Sum | 386868 |
| Variance | 12341925 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6223 | 1 | 2.0% |
| 9813 | 1 | 2.0% |
| 10129 | 1 | 2.0% |
| 6878 | 1 | 2.0% |
| 3651 | 1 | 2.0% |
| 5191 | 1 | 2.0% |
| 6173 | 1 | 2.0% |
| 11966 | 1 | 2.0% |
| 6006 | 1 | 2.0% |
| 6544 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1506 | 1 | |
| 1672 | 1 | |
| 2008 | 1 | |
| 2073 | 1 | |
| 3651 | 1 | |
| 4107 | 1 | |
| 4121 | 1 | |
| 4842 | 1 | |
| 5153 | 1 | |
| 5191 | 1 |
| Value | Count | Frequency (%) |
| 17634 | 1 | |
| 15728 | 1 | |
| 13313 | 1 | |
| 12608 | 1 | |
| 12125 | 1 | |
| 11966 | 1 | |
| 11700 | 1 | |
| 11501 | 1 | |
| 11380 | 1 | |
| 10987 | 1 |
19세 이상_여
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7977.16 |
| Minimum | 1337 |
|---|---|
| Maximum | 18861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 1337 |
|---|---|
| 5-th percentile | 1874.05 |
| Q1 | 5161.25 |
| median | 7155.5 |
| Q3 | 10645.75 |
| 95-th percentile | 13865.85 |
| Maximum | 18861 |
| Range | 17524 |
| Interquartile range (IQR) | 5484.5 |
Descriptive statistics
| Standard deviation | 3843.2315 |
|---|---|
| Coefficient of variation (CV) | 0.48177942 |
| Kurtosis | -0.059268243 |
| Mean | 7977.16 |
| Median Absolute Deviation (MAD) | 2833.5 |
| Skewness | 0.48243645 |
| Sum | 398858 |
| Variance | 14770429 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5506 | 1 | 2.0% |
| 10525 | 1 | 2.0% |
| 10686 | 1 | 2.0% |
| 7835 | 1 | 2.0% |
| 3900 | 1 | 2.0% |
| 5321 | 1 | 2.0% |
| 5986 | 1 | 2.0% |
| 13510 | 1 | 2.0% |
| 6836 | 1 | 2.0% |
| 7237 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1337 | 1 | |
| 1484 | 1 | |
| 1726 | 1 | |
| 2055 | 1 | |
| 3900 | 1 | |
| 4168 | 1 | |
| 4188 | 1 | |
| 4324 | 1 | |
| 4647 | 1 | |
| 5065 | 1 |
| Value | Count | Frequency (%) |
| 18861 | 1 | |
| 14300 | 1 | |
| 14157 | 1 | |
| 13510 | 1 | |
| 13453 | 1 | |
| 13153 | 1 | |
| 13152 | 1 | |
| 12574 | 1 | |
| 11955 | 1 | |
| 11683 | 1 |
65세 이상_계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3106.5 |
| Minimum | 570 |
|---|---|
| Maximum | 6480 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 570 |
|---|---|
| 5-th percentile | 849.3 |
| Q1 | 2341 |
| median | 2933.5 |
| Q3 | 3936 |
| 95-th percentile | 5539.05 |
| Maximum | 6480 |
| Range | 5910 |
| Interquartile range (IQR) | 1595 |
Descriptive statistics
| Standard deviation | 1398.1122 |
|---|---|
| Coefficient of variation (CV) | 0.45006025 |
| Kurtosis | -0.099137239 |
| Mean | 3106.5 |
| Median Absolute Deviation (MAD) | 750.5 |
| Skewness | 0.33850873 |
| Sum | 155325 |
| Variance | 1954717.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2881 | 1 | 2.0% |
| 3655 | 1 | 2.0% |
| 3949 | 1 | 2.0% |
| 2503 | 1 | 2.0% |
| 1201 | 1 | 2.0% |
| 1418 | 1 | 2.0% |
| 2232 | 1 | 2.0% |
| 4111 | 1 | 2.0% |
| 2733 | 1 | 2.0% |
| 2344 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 570 | 1 | |
| 652 | 1 | |
| 672 | 1 | |
| 1066 | 1 | |
| 1201 | 1 | |
| 1229 | 1 | |
| 1418 | 1 | |
| 1627 | 1 | |
| 1738 | 1 | |
| 2000 | 1 |
| Value | Count | Frequency (%) |
| 6480 | 1 | |
| 6165 | 1 | |
| 5670 | 1 | |
| 5379 | 1 | |
| 4935 | 1 | |
| 4902 | 1 | |
| 4897 | 1 | |
| 4849 | 1 | |
| 4481 | 1 | |
| 4186 | 1 |
65세 이상_남자
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1400.6 |
| Minimum | 262 |
|---|---|
| Maximum | 2999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 262 |
|---|---|
| 5-th percentile | 381.8 |
| Q1 | 1053.5 |
| median | 1314.5 |
| Q3 | 1847 |
| 95-th percentile | 2407.25 |
| Maximum | 2999 |
| Range | 2737 |
| Interquartile range (IQR) | 793.5 |
Descriptive statistics
| Standard deviation | 635.23407 |
|---|---|
| Coefficient of variation (CV) | 0.45354425 |
| Kurtosis | -0.012078009 |
| Mean | 1400.6 |
| Median Absolute Deviation (MAD) | 409 |
| Skewness | 0.38120772 |
| Sum | 70030 |
| Variance | 403522.33 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1235 | 1 | 2.0% |
| 1696 | 1 | 2.0% |
| 1835 | 1 | 2.0% |
| 1030 | 1 | 2.0% |
| 532 | 1 | 2.0% |
| 634 | 1 | 2.0% |
| 1051 | 1 | 2.0% |
| 1914 | 1 | 2.0% |
| 1061 | 1 | 2.0% |
| 1016 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 262 | 1 | |
| 315 | 1 | |
| 317 | 1 | |
| 461 | 1 | |
| 532 | 1 | |
| 594 | 1 | |
| 634 | 1 | |
| 726 | 1 | |
| 768 | 1 | |
| 878 | 1 |
| Value | Count | Frequency (%) |
| 2999 | 1 | |
| 2884 | 1 | |
| 2477 | 1 | |
| 2322 | 1 | |
| 2257 | 1 | |
| 2202 | 1 | |
| 2137 | 1 | |
| 2050 | 1 | |
| 2048 | 1 | |
| 1914 | 1 |
65세 이상_여자
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1705.9 |
| Minimum | 308 |
|---|---|
| Maximum | 3481 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 308 |
|---|---|
| 5-th percentile | 467.5 |
| Q1 | 1280.75 |
| median | 1655 |
| Q3 | 2083.5 |
| 95-th percentile | 3131.8 |
| Maximum | 3481 |
| Range | 3173 |
| Interquartile range (IQR) | 802.75 |
Descriptive statistics
| Standard deviation | 768.164 |
|---|---|
| Coefficient of variation (CV) | 0.45029838 |
| Kurtosis | -0.15044636 |
| Mean | 1705.9 |
| Median Absolute Deviation (MAD) | 422.5 |
| Skewness | 0.31910987 |
| Sum | 85295 |
| Variance | 590075.93 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1646 | 1 | 2.0% |
| 1959 | 1 | 2.0% |
| 2114 | 1 | 2.0% |
| 1473 | 1 | 2.0% |
| 669 | 1 | 2.0% |
| 784 | 1 | 2.0% |
| 1181 | 1 | 2.0% |
| 2197 | 1 | 2.0% |
| 1672 | 1 | 2.0% |
| 1328 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 308 | 1 | |
| 337 | 1 | |
| 355 | 1 | |
| 605 | 1 | |
| 635 | 1 | |
| 669 | 1 | |
| 784 | 1 | |
| 901 | 1 | |
| 970 | 1 | |
| 1122 | 1 |
| Value | Count | Frequency (%) |
| 3481 | 1 | |
| 3281 | 1 | |
| 3193 | 1 | |
| 3057 | 1 | |
| 2801 | 1 | |
| 2765 | 1 | |
| 2733 | 1 | |
| 2640 | 1 | |
| 2431 | 1 | |
| 2319 | 1 |
세대수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8217.4 |
| Minimum | 1645 |
|---|---|
| Maximum | 18498 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 1645 |
|---|---|
| 5-th percentile | 2111.7 |
| Q1 | 6380.75 |
| median | 7650.5 |
| Q3 | 10685.25 |
| 95-th percentile | 13354.55 |
| Maximum | 18498 |
| Range | 16853 |
| Interquartile range (IQR) | 4304.5 |
Descriptive statistics
| Standard deviation | 3743.4602 |
|---|---|
| Coefficient of variation (CV) | 0.45555287 |
| Kurtosis | 0.73375287 |
| Mean | 8217.4 |
| Median Absolute Deviation (MAD) | 1996 |
| Skewness | 0.64699717 |
| Sum | 410870 |
| Variance | 14013494 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7678 | 1 | 2.0% |
| 9022 | 1 | 2.0% |
| 10116 | 1 | 2.0% |
| 7808 | 1 | 2.0% |
| 3189 | 1 | 2.0% |
| 5159 | 1 | 2.0% |
| 6365 | 1 | 2.0% |
| 13922 | 1 | 2.0% |
| 7333 | 1 | 2.0% |
| 6638 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1645 | 1 | |
| 2034 | 1 | |
| 2037 | 1 | |
| 2203 | 1 | |
| 3189 | 1 | |
| 4301 | 1 | |
| 4434 | 1 | |
| 4438 | 1 | |
| 5159 | 1 | |
| 5276 | 1 |
| Value | Count | Frequency (%) |
| 18498 | 1 | |
| 18448 | 1 | |
| 13922 | 1 | |
| 12661 | 1 | |
| 12616 | 1 | |
| 12611 | 1 | |
| 12596 | 1 | |
| 12218 | 1 | |
| 12180 | 1 | |
| 12132 | 1 |
재외국민
Real number (ℝ)
HIGH CORRELATION
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.1 |
| Minimum | 5 |
|---|---|
| Maximum | 286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 8.45 |
| Q1 | 18.5 |
| median | 41 |
| Q3 | 77.5 |
| 95-th percentile | 161.55 |
| Maximum | 286 |
| Range | 281 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 54.820021 |
|---|---|
| Coefficient of variation (CV) | 0.96007042 |
| Kurtosis | 5.3030079 |
| Mean | 57.1 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | 2.0212777 |
| Sum | 2855 |
| Variance | 3005.2347 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 23 | 3 | 6.0% |
| 27 | 3 | 6.0% |
| 16 | 2 | 4.0% |
| 85 | 2 | 4.0% |
| 58 | 2 | 4.0% |
| 41 | 2 | 4.0% |
| 20 | 2 | 4.0% |
| 17 | 2 | 4.0% |
| 161 | 1 | 2.0% |
| 152 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 16 | 2 | |
| 17 | 2 |
| Value | Count | Frequency (%) |
| 286 | 1 | |
| 168 | 1 | |
| 162 | 1 | |
| 161 | 1 | |
| 152 | 1 | |
| 130 | 1 | |
| 116 | 1 | |
| 90 | 1 | |
| 88 | 1 | |
| 85 | 2 |
데이터기준일자
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| Minimum | 2024-03-31 00:00:00 |
|---|---|
| Maximum | 2024-03-31 00:00:00 |
Histogram with fixed size bins (bins=1)
| 구별 | 동 | 인구수_계 | 인구수_남 | 인구수_여 | 19세 이상_계 | 19세 이상_남 | 19세 이상_여 | 65세 이상_계 | 65세 이상_남자 | 65세 이상_여자 | 세대수 | 재외국민 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 구별 | 1.000 | 1.000 | 0.665 | 0.718 | 0.732 | 0.585 | 0.489 | 0.720 | 0.246 | 0.000 | 0.000 | 0.000 | 0.647 |
| 동 | 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 |
| 인구수_계 | 0.665 | 1.000 | 1.000 | 0.991 | 0.999 | 0.942 | 0.938 | 0.987 | 0.774 | 0.715 | 0.756 | 0.894 | 0.651 |
| 인구수_남 | 0.718 | 1.000 | 0.991 | 1.000 | 0.985 | 0.957 | 0.959 | 0.992 | 0.806 | 0.716 | 0.784 | 0.926 | 0.610 |
| 인구수_여 | 0.732 | 1.000 | 0.999 | 0.985 | 1.000 | 0.935 | 0.933 | 0.981 | 0.770 | 0.695 | 0.771 | 0.883 | 0.649 |
| 19세 이상_계 | 0.585 | 1.000 | 0.942 | 0.957 | 0.935 | 1.000 | 0.999 | 0.971 | 0.918 | 0.882 | 0.880 | 0.861 | 0.625 |
| 19세 이상_남 | 0.489 | 1.000 | 0.938 | 0.959 | 0.933 | 0.999 | 1.000 | 0.954 | 0.899 | 0.870 | 0.871 | 0.866 | 0.543 |
| 19세 이상_여 | 0.720 | 1.000 | 0.987 | 0.992 | 0.981 | 0.971 | 0.954 | 1.000 | 0.819 | 0.745 | 0.761 | 0.926 | 0.605 |
| 65세 이상_계 | 0.246 | 1.000 | 0.774 | 0.806 | 0.770 | 0.918 | 0.899 | 0.819 | 1.000 | 0.968 | 0.995 | 0.802 | 0.469 |
| 65세 이상_남자 | 0.000 | 1.000 | 0.715 | 0.716 | 0.695 | 0.882 | 0.870 | 0.745 | 0.968 | 1.000 | 0.945 | 0.811 | 0.306 |
| 65세 이상_여자 | 0.000 | 1.000 | 0.756 | 0.784 | 0.771 | 0.880 | 0.871 | 0.761 | 0.995 | 0.945 | 1.000 | 0.808 | 0.305 |
| 세대수 | 0.000 | 1.000 | 0.894 | 0.926 | 0.883 | 0.861 | 0.866 | 0.926 | 0.802 | 0.811 | 0.808 | 1.000 | 0.726 |
| 재외국민 | 0.647 | 1.000 | 0.651 | 0.610 | 0.649 | 0.625 | 0.543 | 0.605 | 0.469 | 0.306 | 0.305 | 0.726 | 1.000 |
| 인구수_계 | 인구수_남 | 인구수_여 | 19세 이상_계 | 19세 이상_남 | 19세 이상_여 | 65세 이상_계 | 65세 이상_남자 | 65세 이상_여자 | 세대수 | 재외국민 | 구별 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 인구수_계 | 1.000 | 0.995 | 0.996 | 0.990 | 0.975 | 0.995 | 0.850 | 0.855 | 0.843 | 0.923 | 0.780 | 0.315 |
| 인구수_남 | 0.995 | 1.000 | 0.988 | 0.992 | 0.984 | 0.989 | 0.861 | 0.871 | 0.847 | 0.932 | 0.757 | 0.359 |
| 인구수_여 | 0.996 | 0.988 | 1.000 | 0.984 | 0.964 | 0.994 | 0.838 | 0.841 | 0.832 | 0.906 | 0.797 | 0.373 |
| 19세 이상_계 | 0.990 | 0.992 | 0.984 | 1.000 | 0.992 | 0.993 | 0.894 | 0.898 | 0.883 | 0.953 | 0.738 | 0.350 |
| 19세 이상_남 | 0.975 | 0.984 | 0.964 | 0.992 | 1.000 | 0.975 | 0.911 | 0.916 | 0.895 | 0.967 | 0.683 | 0.257 |
| 19세 이상_여 | 0.995 | 0.989 | 0.994 | 0.993 | 0.975 | 1.000 | 0.869 | 0.871 | 0.863 | 0.927 | 0.776 | 0.360 |
| 65세 이상_계 | 0.850 | 0.861 | 0.838 | 0.894 | 0.911 | 0.869 | 1.000 | 0.991 | 0.992 | 0.910 | 0.517 | 0.173 |
| 65세 이상_남자 | 0.855 | 0.871 | 0.841 | 0.898 | 0.916 | 0.871 | 0.991 | 1.000 | 0.972 | 0.902 | 0.520 | 0.000 |
| 65세 이상_여자 | 0.843 | 0.847 | 0.832 | 0.883 | 0.895 | 0.863 | 0.992 | 0.972 | 1.000 | 0.903 | 0.525 | 0.000 |
| 세대수 | 0.923 | 0.932 | 0.906 | 0.953 | 0.967 | 0.927 | 0.910 | 0.902 | 0.903 | 1.000 | 0.603 | 0.000 |
| 재외국민 | 0.780 | 0.757 | 0.797 | 0.738 | 0.683 | 0.776 | 0.517 | 0.520 | 0.525 | 0.603 | 1.000 | 0.523 |
| 구별 | 0.315 | 0.359 | 0.373 | 0.350 | 0.257 | 0.360 | 0.173 | 0.000 | 0.000 | 0.000 | 0.523 | 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.
| 구별 | 동 | 인구수_계 | 인구수_남 | 인구수_여 | 19세 이상_계 | 19세 이상_남 | 19세 이상_여 | 65세 이상_계 | 65세 이상_남자 | 65세 이상_여자 | 세대수 | 재외국민 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 수정구 | 신흥1동 | 12568 | 6663 | 5905 | 11729 | 6223 | 5506 | 2881 | 1235 | 1646 | 7678 | 16 | 2024-03-31 |
| 1 | 수정구 | 신흥2동 | 31008 | 15076 | 15932 | 26061 | 12608 | 13453 | 4481 | 2050 | 2431 | 12132 | 45 | 2024-03-31 |
| 2 | 수정구 | 신흥3동 | 10849 | 5821 | 5028 | 10082 | 5435 | 4647 | 2340 | 1075 | 1265 | 6442 | 9 | 2024-03-31 |
| 3 | 수정구 | 태평1동 | 14288 | 7403 | 6885 | 13398 | 6948 | 6450 | 3360 | 1500 | 1860 | 8505 | 23 | 2024-03-31 |
| 4 | 수정구 | 태평2동 | 14308 | 7205 | 7103 | 13043 | 6568 | 6475 | 3122 | 1336 | 1786 | 7753 | 18 | 2024-03-31 |
| 5 | 수정구 | 태평3동 | 12369 | 6374 | 5995 | 11314 | 5853 | 5461 | 2815 | 1249 | 1566 | 6669 | 17 | 2024-03-31 |
| 6 | 수정구 | 태평4동 | 11658 | 6008 | 5650 | 10501 | 5393 | 5108 | 2463 | 1073 | 1390 | 6188 | 13 | 2024-03-31 |
| 7 | 수정구 | 수진1동 | 11426 | 6044 | 5382 | 10754 | 5689 | 5065 | 2973 | 1319 | 1654 | 6902 | 12 | 2024-03-31 |
| 8 | 수정구 | 수진2동 | 14923 | 7581 | 7342 | 13632 | 6927 | 6705 | 3606 | 1643 | 1963 | 7623 | 32 | 2024-03-31 |
| 9 | 수정구 | 단대동 | 14530 | 7159 | 7371 | 12793 | 6248 | 6545 | 2964 | 1264 | 1700 | 6522 | 27 | 2024-03-31 |
| 구별 | 동 | 인구수_계 | 인구수_남 | 인구수_여 | 19세 이상_계 | 19세 이상_남 | 19세 이상_여 | 65세 이상_계 | 65세 이상_남자 | 65세 이상_여자 | 세대수 | 재외국민 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 분당구 | 야탑1동 | 16797 | 8293 | 8504 | 14668 | 7202 | 7466 | 3101 | 1441 | 1660 | 7569 | 60 | 2024-03-31 |
| 41 | 분당구 | 야탑2동 | 15788 | 7450 | 8338 | 13299 | 6225 | 7074 | 3293 | 1518 | 1775 | 6033 | 79 | 2024-03-31 |
| 42 | 분당구 | 야탑3동 | 26671 | 13141 | 13530 | 23456 | 11501 | 11955 | 4902 | 2137 | 2765 | 12616 | 62 | 2024-03-31 |
| 43 | 분당구 | 금곡동 | 27113 | 12820 | 14293 | 23561 | 10987 | 12574 | 5379 | 2322 | 3057 | 12055 | 152 | 2024-03-31 |
| 44 | 분당구 | 구미동 | 28600 | 13589 | 15011 | 24853 | 11700 | 13153 | 5670 | 2477 | 3193 | 12611 | 161 | 2024-03-31 |
| 45 | 분당구 | 구미1동 | 16366 | 7923 | 8443 | 14090 | 6781 | 7309 | 2578 | 1180 | 1398 | 7080 | 85 | 2024-03-31 |
| 46 | 분당구 | 판교동 | 26514 | 13021 | 13493 | 20288 | 9802 | 10486 | 2780 | 1334 | 1446 | 9010 | 90 | 2024-03-31 |
| 47 | 분당구 | 삼평동 | 23891 | 11565 | 12326 | 19148 | 9157 | 9991 | 2903 | 1310 | 1593 | 9064 | 58 | 2024-03-31 |
| 48 | 분당구 | 백현동 | 26718 | 12833 | 13885 | 22110 | 10427 | 11683 | 3584 | 1612 | 1972 | 10464 | 85 | 2024-03-31 |
| 49 | 분당구 | 운중동 | 34805 | 17007 | 17798 | 27613 | 13313 | 14300 | 3897 | 1905 | 1992 | 12661 | 162 | 2024-03-31 |