Dataset statistics
| Number of variables | 5 |
|---|---|
| Number of observations | 25 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 KiB |
| Average record size in memory | 49.3 B |
Variable types
| Numeric | 4 |
|---|---|
| Text | 1 |
Dataset
| Description | 자치구_코드,자치구_명,엑스좌표_값,와이좌표_값,영역_면적 |
|---|---|
| Author | 서울신용보증재단 |
| URL | https://data.seoul.go.kr/dataList/OA-22161/S/1/datasetView.do |
Reproduction
| Analysis started | 2024-05-04 05:47:54.944108 |
|---|---|
| Analysis finished | 2024-05-04 05:48:01.380858 |
| Duration | 6.44 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
자치구_코드
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11416.6 |
| Minimum | 11110 |
|---|---|
| Maximum | 11740 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 11110 |
|---|---|
| 5-th percentile | 11146 |
| Q1 | 11260 |
| median | 11410 |
| Q3 | 11560 |
| 95-th percentile | 11704 |
| Maximum | 11740 |
| Range | 630 |
| Interquartile range (IQR) | 300 |
Descriptive statistics
| Standard deviation | 190.18478 |
|---|---|
| Coefficient of variation (CV) | 0.016658618 |
| Kurtosis | -1.1960489 |
| Mean | 11416.6 |
| Median Absolute Deviation (MAD) | 150 |
| Skewness | 0.083150093 |
| Sum | 285415 |
| Variance | 36170.25 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 11110 | 1 | 4.0% |
| 11140 | 1 | 4.0% |
| 11740 | 1 | 4.0% |
| 11710 | 1 | 4.0% |
| 11680 | 1 | 4.0% |
| 11650 | 1 | 4.0% |
| 11620 | 1 | 4.0% |
| 11590 | 1 | 4.0% |
| 11560 | 1 | 4.0% |
| 11545 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 11110 | 1 | |
| 11140 | 1 | |
| 11170 | 1 | |
| 11200 | 1 | |
| 11215 | 1 | |
| 11230 | 1 | |
| 11260 | 1 | |
| 11290 | 1 | |
| 11305 | 1 | |
| 11320 | 1 |
| Value | Count | Frequency (%) |
| 11740 | 1 | |
| 11710 | 1 | |
| 11680 | 1 | |
| 11650 | 1 | |
| 11620 | 1 | |
| 11590 | 1 | |
| 11560 | 1 | |
| 11545 | 1 | |
| 11530 | 1 | |
| 11500 | 1 |
자치구_명
Text
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.08 |
| Min length | 2 |
Characters and Unicode
| Total characters | 77 |
|---|---|
| Distinct characters | 36 |
| 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 | 25 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 종로구 |
|---|---|
| 2nd row | 중구 |
| 3rd row | 용산구 |
| 4th row | 성동구 |
| 5th row | 광진구 |
| Value | Count | Frequency (%) |
| 종로구 | 1 | 4.0% |
| 마포구 | 1 | 4.0% |
| 송파구 | 1 | 4.0% |
| 강남구 | 1 | 4.0% |
| 서초구 | 1 | 4.0% |
| 관악구 | 1 | 4.0% |
| 동작구 | 1 | 4.0% |
| 영등포구 | 1 | 4.0% |
| 금천구 | 1 | 4.0% |
| 구로구 | 1 | 4.0% |
| Other values (15) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 5.2% |
| 강 | 4 | 5.2% |
| 서 | 3 | 3.9% |
| 문 | 2 | 2.6% |
| 중 | 2 | 2.6% |
| 천 | 2 | 2.6% |
| 성 | 2 | 2.6% |
| 로 | 2 | 2.6% |
| 대 | 2 | 2.6% |
| Other values (26) | 28 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 77 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 5.2% |
| 강 | 4 | 5.2% |
| 서 | 3 | 3.9% |
| 문 | 2 | 2.6% |
| 중 | 2 | 2.6% |
| 천 | 2 | 2.6% |
| 성 | 2 | 2.6% |
| 로 | 2 | 2.6% |
| 대 | 2 | 2.6% |
| Other values (26) | 28 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 77 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 5.2% |
| 강 | 4 | 5.2% |
| 서 | 3 | 3.9% |
| 문 | 2 | 2.6% |
| 중 | 2 | 2.6% |
| 천 | 2 | 2.6% |
| 성 | 2 | 2.6% |
| 로 | 2 | 2.6% |
| 대 | 2 | 2.6% |
| Other values (26) | 28 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 77 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 구 | 26 | |
| 동 | 4 | 5.2% |
| 강 | 4 | 5.2% |
| 서 | 3 | 3.9% |
| 문 | 2 | 2.6% |
| 중 | 2 | 2.6% |
| 천 | 2 | 2.6% |
| 성 | 2 | 2.6% |
| 로 | 2 | 2.6% |
| 대 | 2 | 2.6% |
| Other values (26) | 28 |
엑스좌표_값
Real number (ℝ)
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199069.84 |
| Minimum | 184345 |
|---|---|
| Maximum | 212991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 184345 |
|---|---|
| 5-th percentile | 187230.8 |
| Q1 | 193557 |
| median | 199639 |
| Q3 | 204847 |
| 95-th percentile | 209795.8 |
| Maximum | 212991 |
| Range | 28646 |
| Interquartile range (IQR) | 11290 |
Descriptive statistics
| Standard deviation | 7641.9959 |
|---|---|
| Coefficient of variation (CV) | 0.038388517 |
| Kurtosis | -0.7688697 |
| Mean | 199069.84 |
| Median Absolute Deviation (MAD) | 5930 |
| Skewness | -0.14923797 |
| Sum | 4976746 |
| Variance | 58400102 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 197997 | 1 | 4.0% |
| 199639 | 1 | 4.0% |
| 212991 | 1 | 4.0% |
| 210194 | 1 | 4.0% |
| 205569 | 1 | 4.0% |
| 202764 | 1 | 4.0% |
| 195164 | 1 | 4.0% |
| 195725 | 1 | 4.0% |
| 192060 | 1 | 4.0% |
| 191226 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 184345 | 1 | |
| 187215 | 1 | |
| 187294 | 1 | |
| 191226 | 1 | |
| 191895 | 1 | |
| 192060 | 1 | |
| 193557 | 1 | |
| 194617 | 1 | |
| 195164 | 1 | |
| 195725 | 1 |
| Value | Count | Frequency (%) |
| 212991 | 1 | |
| 210194 | 1 | |
| 208203 | 1 | |
| 207577 | 1 | |
| 206623 | 1 | |
| 205569 | 1 | |
| 204847 | 1 | |
| 203628 | 1 | |
| 202857 | 1 | |
| 202764 | 1 |
와이좌표_값
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 450485.96 |
| Minimum | 440133 |
|---|---|
| Maximum | 463273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 440133 |
|---|---|
| 5-th percentile | 441016.2 |
| Q1 | 445134 |
| median | 450168 |
| Q3 | 455039 |
| 95-th percentile | 461231.8 |
| Maximum | 463273 |
| Range | 23140 |
| Interquartile range (IQR) | 9905 |
Descriptive statistics
| Standard deviation | 6421.1714 |
|---|---|
| Coefficient of variation (CV) | 0.014253877 |
| Kurtosis | -0.63580263 |
| Mean | 450485.96 |
| Median Absolute Deviation (MAD) | 5034 |
| Skewness | 0.2549726 |
| Sum | 11262149 |
| Variance | 41231442 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 455039 | 1 | 4.0% |
| 451178 | 1 | 4.0% |
| 450114 | 1 | 4.0% |
| 445134 | 1 | 4.0% |
| 444135 | 1 | 4.0% |
| 441541 | 1 | 4.0% |
| 440885 | 1 | 4.0% |
| 444381 | 1 | 4.0% |
| 446984 | 1 | 4.0% |
| 440133 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 440133 | 1 | |
| 440885 | 1 | |
| 441541 | 1 | |
| 443893 | 1 | |
| 444135 | 1 | |
| 444381 | 1 | |
| 445134 | 1 | |
| 446984 | 1 | |
| 447260 | 1 | |
| 447985 | 1 |
| Value | Count | Frequency (%) |
| 463273 | 1 | |
| 461433 | 1 | |
| 460427 | 1 | |
| 457737 | 1 | |
| 456236 | 1 | |
| 455365 | 1 | |
| 455039 | 1 | |
| 453608 | 1 | |
| 453140 | 1 | |
| 451315 | 1 |
영역_면적
Real number (ℝ)
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24230187 |
| Minimum | 9990317 |
|---|---|
| Maximum | 46920555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 9990317 |
|---|---|
| 5-th percentile | 13272338 |
| Q1 | 17462673 |
| median | 23638414 |
| Q3 | 29578708 |
| 95-th percentile | 41063151 |
| Maximum | 46920555 |
| Range | 36930238 |
| Interquartile range (IQR) | 12116035 |
Descriptive statistics
| Standard deviation | 9305149.8 |
|---|---|
| Coefficient of variation (CV) | 0.38403129 |
| Kurtosis | 0.26880245 |
| Mean | 24230187 |
| Median Absolute Deviation (MAD) | 6157258 |
| Skewness | 0.87603016 |
| Sum | 6.0575467 × 108 |
| Variance | 8.6585814 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 23990643 | 1 | 4.0% |
| 9990317 | 1 | 4.0% |
| 24557023 | 1 | 4.0% |
| 33853024 | 1 | 4.0% |
| 39488793 | 1 | 4.0% |
| 46920555 | 1 | 4.0% |
| 29578708 | 1 | 4.0% |
| 16382215 | 1 | 4.0% |
| 24523722 | 1 | 4.0% |
| 13021079 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 9990317 | 1 | |
| 13021079 | 1 | |
| 14277373 | 1 | |
| 16382215 | 1 | |
| 16817016 | 1 | |
| 17049029 | 1 | |
| 17462673 | 1 | |
| 17687798 | 1 | |
| 18537446 | 1 | |
| 20097922 | 1 |
| Value | Count | Frequency (%) |
| 46920555 | 1 | |
| 41456740 | 1 | |
| 39488793 | 1 | |
| 35589181 | 1 | |
| 33853024 | 1 | |
| 29795672 | 1 | |
| 29578708 | 1 | |
| 24578799 | 1 | |
| 24557023 | 1 | |
| 24523722 | 1 |
| 자치구_코드 | 자치구_명 | 엑스좌표_값 | 와이좌표_값 | 영역_면적 | |
|---|---|---|---|---|---|
| 자치구_코드 | 1.000 | 1.000 | 0.532 | 0.892 | 0.195 |
| 자치구_명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 엑스좌표_값 | 0.532 | 1.000 | 1.000 | 0.000 | 0.227 |
| 와이좌표_값 | 0.892 | 1.000 | 0.000 | 1.000 | 0.000 |
| 영역_면적 | 0.195 | 1.000 | 0.227 | 0.000 | 1.000 |
| 자치구_코드 | 엑스좌표_값 | 와이좌표_값 | 영역_면적 | |
|---|---|---|---|---|
| 자치구_코드 | 1.000 | -0.081 | -0.601 | 0.460 |
| 엑스좌표_값 | -0.081 | 1.000 | 0.227 | 0.100 |
| 와이좌표_값 | -0.601 | 0.227 | 1.000 | 0.025 |
| 영역_면적 | 0.460 | 0.100 | 0.025 | 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.
| 자치구_코드 | 자치구_명 | 엑스좌표_값 | 와이좌표_값 | 영역_면적 | |
|---|---|---|---|---|---|
| 0 | 11110 | 종로구 | 197997 | 455039 | 23990643 |
| 1 | 11140 | 중구 | 199639 | 451178 | 9990317 |
| 2 | 11170 | 용산구 | 198224 | 447985 | 21892688 |
| 3 | 11200 | 성동구 | 203628 | 450168 | 16817016 |
| 4 | 11215 | 광진구 | 207577 | 449693 | 17049029 |
| 5 | 11230 | 동대문구 | 204847 | 453608 | 14277373 |
| 6 | 11260 | 중랑구 | 208203 | 455365 | 18537446 |
| 7 | 11290 | 성북구 | 201547 | 456236 | 24578799 |
| 8 | 11305 | 강북구 | 200988 | 460427 | 23638414 |
| 9 | 11320 | 도봉구 | 202857 | 463273 | 20705585 |
| 자치구_코드 | 자치구_명 | 엑스좌표_값 | 와이좌표_값 | 영역_면적 | |
|---|---|---|---|---|---|
| 15 | 11500 | 강서구 | 184345 | 451315 | 41456740 |
| 16 | 11530 | 구로구 | 187294 | 443893 | 20097922 |
| 17 | 11545 | 금천구 | 191226 | 440133 | 13021079 |
| 18 | 11560 | 영등포구 | 192060 | 446984 | 24523722 |
| 19 | 11590 | 동작구 | 195725 | 444381 | 16382215 |
| 20 | 11620 | 관악구 | 195164 | 440885 | 29578708 |
| 21 | 11650 | 서초구 | 202764 | 441541 | 46920555 |
| 22 | 11680 | 강남구 | 205569 | 444135 | 39488793 |
| 23 | 11710 | 송파구 | 210194 | 445134 | 33853024 |
| 24 | 11740 | 강동구 | 212991 | 450114 | 24557023 |