Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 7121 |
| Missing cells | 245 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 7 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 785.9 KiB |
| Average record size in memory | 113.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Text | 1 |
| Numeric | 9 |
Dataset
| Description | 경기도 내 등록장애인 집계현황(읍면동별, 유형별, 정도별) |
|---|---|
| Author | 가평군 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=7USTQ8KGZPR5QQUAZ4EN31312072&infSeq=1 |
| Dataset has 7 (0.1%) duplicate rows | Duplicates |
시군명 is highly overall correlated with 구명 | High correlation |
구명 is highly overall correlated with 시군명 | High correlation |
등록장애인수(합계) is highly overall correlated with 등록장애인수(남성) and 7 other fields | High correlation |
등록장애인수(남성) is highly overall correlated with 등록장애인수(합계) and 7 other fields | High correlation |
등록장애인수(여성) is highly overall correlated with 등록장애인수(합계) and 7 other fields | High correlation |
심한장애인수(합계) is highly overall correlated with 등록장애인수(합계) and 4 other fields | High correlation |
심한장애인수(남성) is highly overall correlated with 등록장애인수(합계) and 4 other fields | High correlation |
심한장애인수(여성) is highly overall correlated with 등록장애인수(합계) and 4 other fields | High correlation |
심하지않은장애인수(합계) is highly overall correlated with 등록장애인수(합계) and 4 other fields | High correlation |
심하지않은장애인수(남성) is highly overall correlated with 등록장애인수(합계) and 4 other fields | High correlation |
심하지않은장애인수(여성) is highly overall correlated with 등록장애인수(합계) and 4 other fields | High correlation |
등록장애인수(합계) is highly skewed (γ1 = 23.36471872) | Skewed |
등록장애인수(남성) is highly skewed (γ1 = 24.83145173) | Skewed |
등록장애인수(여성) is highly skewed (γ1 = 21.07650736) | Skewed |
심하지않은장애인수(합계) is highly skewed (γ1 = 27.57962027) | Skewed |
심하지않은장애인수(남성) is highly skewed (γ1 = 28.83043549) | Skewed |
심하지않은장애인수(여성) is highly skewed (γ1 = 25.56114394) | Skewed |
등록장애인수(남성) has 356 (5.0%) zeros | Zeros |
등록장애인수(여성) has 920 (12.9%) zeros | Zeros |
심한장애인수(합계) has 1045 (14.7%) zeros | Zeros |
심한장애인수(남성) has 1416 (19.9%) zeros | Zeros |
심한장애인수(여성) has 1962 (27.6%) zeros | Zeros |
심하지않은장애인수(합계) has 2134 (30.0%) zeros | Zeros |
심하지않은장애인수(남성) has 2470 (34.7%) zeros | Zeros |
심하지않은장애인수(여성) has 2905 (40.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-10 21:06:33.971995 |
|---|---|
| Analysis finished | 2024-05-10 21:07:02.464929 |
| Duration | 28.49 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시군명
Categorical
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.8 KiB |
| 성남시 | |
|---|---|
| 고양시 | |
| 수원시 | |
| 화성시 | |
| 안양시 | |
| Other values (25) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0834153 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 가평군 |
|---|---|
| 2nd row | 가평군 |
| 3rd row | 가평군 |
| 4th row | 가평군 |
| 5th row | 가평군 |
Common Values
| Value | Count | Frequency (%) |
| 성남시 | 686 | 9.6% |
| 고양시 | 673 | 9.5% |
| 수원시 | 622 | 8.7% |
| 화성시 | 443 | 6.2% |
| 안양시 | 429 | 6.0% |
| 안산시 | 379 | 5.3% |
| 평택시 | 345 | 4.8% |
| 파주시 | 278 | 3.9% |
| 남양주시 | 273 | 3.8% |
| 시흥시 | 271 | 3.8% |
| Other values (20) | 2722 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 성남시 | 686 | 9.6% |
| 고양시 | 673 | 9.5% |
| 수원시 | 622 | 8.7% |
| 화성시 | 443 | 6.2% |
| 안양시 | 429 | 6.0% |
| 안산시 | 379 | 5.3% |
| 평택시 | 345 | 4.8% |
| 파주시 | 278 | 3.9% |
| 남양주시 | 273 | 3.8% |
| 시흥시 | 271 | 3.8% |
| Other values (20) | 2722 |
구명
Categorical
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.8 KiB |
| <NA> | |
|---|---|
| 덕양구 | 323 |
| 분당구 | 300 |
| 남양주시 | 273 |
| 광명시 | 248 |
| Other values (15) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.6177503 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 3776 | |
| 덕양구 | 323 | 4.5% |
| 분당구 | 300 | 4.2% |
| 남양주시 | 273 | 3.8% |
| 광명시 | 248 | 3.5% |
| 동안구 | 236 | 3.3% |
| 수정구 | 228 | 3.2% |
| 상록구 | 196 | 2.8% |
| 만안구 | 193 | 2.7% |
| 단원구 | 183 | 2.6% |
| Other values (10) | 1165 | 16.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| na | 3776 | |
| 덕양구 | 323 | 4.5% |
| 분당구 | 300 | 4.2% |
| 남양주시 | 273 | 3.8% |
| 광명시 | 248 | 3.5% |
| 동안구 | 236 | 3.3% |
| 수정구 | 228 | 3.2% |
| 상록구 | 196 | 2.8% |
| 만안구 | 193 | 2.7% |
| 단원구 | 183 | 2.6% |
| Other values (10) | 1165 | 16.4% |
읍면동명
Text
| Distinct | 535 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.8 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.4262042 |
| Min length | 2 |
Characters and Unicode
| Total characters | 24398 |
|---|---|
| Distinct characters | 207 |
| 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 | 51 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 가평읍 |
|---|---|
| 2nd row | 가평읍 |
| 3rd row | 가평읍 |
| 4th row | 가평읍 |
| 5th row | 가평읍 |
| Value | Count | Frequency (%) |
| 중앙동 | 104 | 1.5% |
| 금곡동 | 45 | 0.6% |
| 부곡동 | 32 | 0.4% |
| 청평면 | 31 | 0.4% |
| 반월동 | 31 | 0.4% |
| 정자2동 | 30 | 0.4% |
| 능곡동 | 30 | 0.4% |
| 풍산동 | 30 | 0.4% |
| 위례동 | 29 | 0.4% |
| 대야동 | 29 | 0.4% |
| Other values (525) | 6730 |
Most occurring characters
| Value | Count | Frequency (%) |
| 동 | 5764 | |
| 면 | 1126 | 4.6% |
| 1 | 1012 | 4.1% |
| 2 | 1007 | 4.1% |
| 산 | 535 | 2.2% |
| 읍 | 459 | 1.9% |
| 정 | 457 | 1.9% |
| 3 | 422 | 1.7% |
| 신 | 383 | 1.6% |
| 양 | 337 | 1.4% |
| Other values (197) | 12896 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 21565 | |
| Decimal Number | 2833 | 11.6% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 동 | 5764 | |
| 면 | 1126 | 5.2% |
| 산 | 535 | 2.5% |
| 읍 | 459 | 2.1% |
| 정 | 457 | 2.1% |
| 신 | 383 | 1.8% |
| 양 | 337 | 1.6% |
| 탄 | 306 | 1.4% |
| 안 | 291 | 1.3% |
| 평 | 291 | 1.3% |
| Other values (187) | 11616 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 2 | 1007 | |
| 3 | 422 | |
| 4 | 159 | 5.6% |
| 5 | 62 | 2.2% |
| 6 | 61 | 2.2% |
| 7 | 47 | 1.7% |
| 9 | 32 | 1.1% |
| 8 | 29 | 1.0% |
| 0 | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 21565 | |
| Common | 2833 | 11.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 동 | 5764 | |
| 면 | 1126 | 5.2% |
| 산 | 535 | 2.5% |
| 읍 | 459 | 2.1% |
| 정 | 457 | 2.1% |
| 신 | 383 | 1.8% |
| 양 | 337 | 1.6% |
| 탄 | 306 | 1.4% |
| 안 | 291 | 1.3% |
| 평 | 291 | 1.3% |
| Other values (187) | 11616 |
Common
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 2 | 1007 | |
| 3 | 422 | |
| 4 | 159 | 5.6% |
| 5 | 62 | 2.2% |
| 6 | 61 | 2.2% |
| 7 | 47 | 1.7% |
| 9 | 32 | 1.1% |
| 8 | 29 | 1.0% |
| 0 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 21565 | |
| ASCII | 2833 | 11.6% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 동 | 5764 | |
| 면 | 1126 | 5.2% |
| 산 | 535 | 2.5% |
| 읍 | 459 | 2.1% |
| 정 | 457 | 2.1% |
| 신 | 383 | 1.8% |
| 양 | 337 | 1.6% |
| 탄 | 306 | 1.4% |
| 안 | 291 | 1.3% |
| 평 | 291 | 1.3% |
| Other values (187) | 11616 |
ASCII
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 2 | 1007 | |
| 3 | 422 | |
| 4 | 159 | 5.6% |
| 5 | 62 | 2.2% |
| 6 | 61 | 2.2% |
| 7 | 47 | 1.7% |
| 9 | 32 | 1.1% |
| 8 | 29 | 1.0% |
| 0 | 2 | 0.1% |
장애유형
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.8 KiB |
| 신장 | |
|---|---|
| 지체 | |
| 뇌병변 | |
| 청각 | |
| 시각 | |
| Other values (13) |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.3908159 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 소계 |
|---|---|
| 2nd row | 장루.요루 |
| 3rd row | 안면 |
| 4th row | 간 |
| 5th row | 호흡기 |
Common Values
| Value | Count | Frequency (%) |
| 신장 | 544 | 7.6% |
| 지체 | 495 | 7.0% |
| 뇌병변 | 494 | 6.9% |
| 청각 | 494 | 6.9% |
| 시각 | 494 | 6.9% |
| 지적 | 493 | 6.9% |
| 정신 | 492 | 6.9% |
| 자폐성 | 482 | 6.8% |
| 언어 | 481 | 6.8% |
| 간 | 478 | 6.7% |
| Other values (8) | 2174 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 신장 | 544 | 7.6% |
| 지체 | 495 | 6.9% |
| 뇌병변 | 494 | 6.9% |
| 청각 | 494 | 6.9% |
| 시각 | 494 | 6.9% |
| 지적 | 493 | 6.9% |
| 정신 | 492 | 6.9% |
| 자폐성 | 482 | 6.8% |
| 언어 | 481 | 6.7% |
| 간 | 478 | 6.7% |
| Other values (9) | 2180 |
등록장애인수(합계)
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 673 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.798483 |
| Minimum | 0 |
|---|---|
| Maximum | 16602 |
| Zeros | 66 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 19 |
| Q3 | 82 |
| 95-th percentile | 420 |
| Maximum | 16602 |
| Range | 16602 |
| Interquartile range (IQR) | 77 |
Descriptive statistics
| Standard deviation | 320.62794 |
|---|---|
| Coefficient of variation (CV) | 3.312324 |
| Kurtosis | 1031.3904 |
| Mean | 96.798483 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 23.364719 |
| Sum | 689302 |
| Variance | 102802.28 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 556 | 7.8% |
| 2 | 439 | 6.2% |
| 3 | 398 | 5.6% |
| 4 | 316 | 4.4% |
| 5 | 279 | 3.9% |
| 6 | 231 | 3.2% |
| 7 | 200 | 2.8% |
| 8 | 166 | 2.3% |
| 9 | 144 | 2.0% |
| 10 | 121 | 1.7% |
| Other values (663) | 4271 |
| Value | Count | Frequency (%) |
| 0 | 66 | 0.9% |
| 1 | 556 | |
| 2 | 439 | |
| 3 | 398 | |
| 4 | 316 | |
| 5 | 279 | |
| 6 | 231 | |
| 7 | 200 | 2.8% |
| 8 | 166 | 2.3% |
| 9 | 144 | 2.0% |
| Value | Count | Frequency (%) |
| 16602 | 1 | |
| 6243 | 1 | |
| 4934 | 1 | |
| 3859 | 1 | |
| 3569 | 1 | |
| 3438 | 1 | |
| 3434 | 1 | |
| 3368 | 1 | |
| 3365 | 1 | |
| 3334 | 1 |
등록장애인수(남성)
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 520 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.727005 |
| Minimum | 0 |
|---|---|
| Maximum | 10393 |
| Zeros | 356 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 12 |
| Q3 | 48 |
| 95-th percentile | 257 |
| Maximum | 10393 |
| Range | 10393 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 194.72179 |
|---|---|
| Coefficient of variation (CV) | 3.3731491 |
| Kurtosis | 1151.7699 |
| Mean | 57.727005 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 24.831452 |
| Sum | 411074 |
| Variance | 37916.577 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 663 | 9.3% |
| 2 | 550 | 7.7% |
| 3 | 430 | 6.0% |
| 0 | 356 | 5.0% |
| 4 | 336 | 4.7% |
| 5 | 266 | 3.7% |
| 6 | 237 | 3.3% |
| 7 | 166 | 2.3% |
| 8 | 147 | 2.1% |
| 9 | 128 | 1.8% |
| Other values (510) | 3842 |
| Value | Count | Frequency (%) |
| 0 | 356 | |
| 1 | 663 | |
| 2 | 550 | |
| 3 | 430 | |
| 4 | 336 | |
| 5 | 266 | |
| 6 | 237 | 3.3% |
| 7 | 166 | 2.3% |
| 8 | 147 | 2.1% |
| 9 | 128 | 1.8% |
| Value | Count | Frequency (%) |
| 10393 | 1 | |
| 3383 | 1 | |
| 2908 | 1 | |
| 2369 | 1 | |
| 2177 | 1 | |
| 2127 | 1 | |
| 2060 | 1 | |
| 2026 | 2 | |
| 1979 | 1 | |
| 1865 | 1 |
등록장애인수(여성)
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 403 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.192351 |
| Minimum | 0 |
|---|---|
| Maximum | 6209 |
| Zeros | 920 |
| Zeros (%) | 12.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 34 |
| 95-th percentile | 170.75 |
| Maximum | 6209 |
| Range | 6209 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 126.98612 |
|---|---|
| Coefficient of variation (CV) | 3.2400741 |
| Kurtosis | 848.47924 |
| Mean | 39.192351 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 21.076507 |
| Sum | 277717 |
| Variance | 16125.475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1017 | 14.3% |
| 0 | 920 | 12.9% |
| 2 | 614 | 8.6% |
| 3 | 417 | 5.9% |
| 4 | 272 | 3.8% |
| 5 | 207 | 2.9% |
| 6 | 143 | 2.0% |
| 7 | 112 | 1.6% |
| 8 | 99 | 1.4% |
| 10 | 93 | 1.3% |
| Other values (393) | 3192 |
| Value | Count | Frequency (%) |
| 0 | 920 | |
| 1 | 1017 | |
| 2 | 614 | |
| 3 | 417 | |
| 4 | 272 | 3.8% |
| 5 | 207 | 2.9% |
| 6 | 143 | 2.0% |
| 7 | 112 | 1.6% |
| 8 | 99 | 1.4% |
| 9 | 81 | 1.1% |
| Value | Count | Frequency (%) |
| 6209 | 1 | |
| 2860 | 1 | |
| 2026 | 1 | |
| 1490 | 1 | |
| 1459 | 1 | |
| 1392 | 1 | |
| 1374 | 1 | |
| 1339 | 1 | |
| 1308 | 1 | |
| 1254 | 1 |
심한장애인수(합계)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 333 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.682755 |
| Minimum | 0 |
|---|---|
| Maximum | 3372 |
| Zeros | 1045 |
| Zeros (%) | 14.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 11 |
| Q3 | 38 |
| 95-th percentile | 124 |
| Maximum | 3372 |
| Range | 3372 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 101.36695 |
|---|---|
| Coefficient of variation (CV) | 2.8407826 |
| Kurtosis | 331.08945 |
| Mean | 35.682755 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 14.144424 |
| Sum | 252848 |
| Variance | 10275.259 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1045 | 14.7% |
| 1 | 796 | 11.2% |
| 2 | 414 | 5.8% |
| 3 | 300 | 4.2% |
| 4 | 211 | 3.0% |
| 5 | 175 | 2.5% |
| 6 | 136 | 1.9% |
| 7 | 129 | 1.8% |
| 8 | 115 | 1.6% |
| 9 | 106 | 1.5% |
| Other values (323) | 3659 |
| Value | Count | Frequency (%) |
| 0 | 1045 | |
| 1 | 796 | |
| 2 | 414 | 5.8% |
| 3 | 300 | 4.2% |
| 4 | 211 | 3.0% |
| 5 | 175 | 2.5% |
| 6 | 136 | 1.9% |
| 7 | 129 | 1.8% |
| 8 | 115 | 1.6% |
| 9 | 106 | 1.5% |
| Value | Count | Frequency (%) |
| 3372 | 1 | |
| 2974 | 1 | |
| 1995 | 1 | |
| 1686 | 1 | |
| 1439 | 1 | |
| 1412 | 1 | |
| 1360 | 1 | |
| 1262 | 1 | |
| 1224 | 1 | |
| 1222 | 1 |
심한장애인수(남성)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 251 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.530765 |
| Minimum | 0 |
|---|---|
| Maximum | 2279 |
| Zeros | 1416 |
| Zeros (%) | 19.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 6 |
| Q3 | 22 |
| 95-th percentile | 78 |
| Maximum | 2279 |
| Range | 2279 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 62.44035 |
|---|---|
| Coefficient of variation (CV) | 2.9000526 |
| Kurtosis | 401.76592 |
| Mean | 21.530765 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 15.311671 |
| Sum | 152567 |
| Variance | 3898.7973 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 1 | 784 | 11.0% |
| 2 | 435 | 6.1% |
| 3 | 315 | 4.4% |
| 4 | 230 | 3.2% |
| 6 | 200 | 2.8% |
| 5 | 179 | 2.5% |
| 7 | 177 | 2.5% |
| 8 | 155 | 2.2% |
| 10 | 143 | 2.0% |
| Other values (241) | 3052 |
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 1 | 784 | |
| 2 | 435 | 6.1% |
| 3 | 315 | 4.4% |
| 4 | 230 | 3.2% |
| 5 | 179 | 2.5% |
| 6 | 200 | 2.8% |
| 7 | 177 | 2.5% |
| 8 | 155 | 2.2% |
| 9 | 131 | 1.8% |
| Value | Count | Frequency (%) |
| 2279 | 1 | |
| 1865 | 1 | |
| 1123 | 1 | |
| 1031 | 1 | |
| 864 | 1 | |
| 786 | 1 | |
| 759 | 1 | |
| 758 | 1 | |
| 755 | 1 | |
| 694 | 1 |
심한장애인수(여성)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 194 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.151849 |
| Minimum | 0 |
|---|---|
| Maximum | 1109 |
| Zeros | 1962 |
| Zeros (%) | 27.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 16 |
| 95-th percentile | 50 |
| Maximum | 1109 |
| Range | 1109 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 39.645947 |
|---|---|
| Coefficient of variation (CV) | 2.8014677 |
| Kurtosis | 251.14747 |
| Mean | 14.151849 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 12.679347 |
| Sum | 100280 |
| Variance | 1571.8011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1962 | |
| 1 | 879 | 12.3% |
| 2 | 420 | 5.9% |
| 3 | 272 | 3.8% |
| 4 | 209 | 2.9% |
| 6 | 181 | 2.5% |
| 7 | 163 | 2.3% |
| 8 | 160 | 2.2% |
| 5 | 156 | 2.2% |
| 10 | 156 | 2.2% |
| Other values (184) | 2528 |
| Value | Count | Frequency (%) |
| 0 | 1962 | |
| 1 | 879 | |
| 2 | 420 | 5.9% |
| 3 | 272 | 3.8% |
| 4 | 209 | 2.9% |
| 5 | 156 | 2.2% |
| 6 | 181 | 2.5% |
| 7 | 163 | 2.3% |
| 8 | 160 | 2.2% |
| 9 | 152 | 2.1% |
| Value | Count | Frequency (%) |
| 1109 | 1 | |
| 1093 | 1 | |
| 872 | 1 | |
| 718 | 1 | |
| 655 | 1 | |
| 598 | 1 | |
| 575 | 1 | |
| 574 | 1 | |
| 469 | 1 | |
| 463 | 1 |
심하지않은장애인수(합계)
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 572 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.362546 |
| Minimum | 0 |
|---|---|
| Maximum | 13230 |
| Zeros | 2134 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 33 |
| 95-th percentile | 336.75 |
| Maximum | 13230 |
| Range | 13230 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 237.81417 |
|---|---|
| Coefficient of variation (CV) | 3.875559 |
| Kurtosis | 1369.2213 |
| Mean | 61.362546 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 27.57962 |
| Sum | 434815 |
| Variance | 56555.578 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2134 | |
| 1 | 680 | 9.5% |
| 2 | 396 | 5.6% |
| 3 | 304 | 4.3% |
| 4 | 231 | 3.2% |
| 5 | 202 | 2.8% |
| 6 | 167 | 2.3% |
| 7 | 158 | 2.2% |
| 8 | 124 | 1.7% |
| 9 | 100 | 1.4% |
| Other values (562) | 2590 |
| Value | Count | Frequency (%) |
| 0 | 2134 | |
| 1 | 680 | 9.5% |
| 2 | 396 | 5.6% |
| 3 | 304 | 4.3% |
| 4 | 231 | 3.2% |
| 5 | 202 | 2.8% |
| 6 | 167 | 2.3% |
| 7 | 158 | 2.2% |
| 8 | 124 | 1.7% |
| 9 | 100 | 1.4% |
| Value | Count | Frequency (%) |
| 13230 | 1 | |
| 4981 | 1 | |
| 3248 | 1 | |
| 2927 | 1 | |
| 2420 | 1 | |
| 2214 | 1 | |
| 2199 | 1 | |
| 2157 | 1 | |
| 2146 | 1 | |
| 1988 | 1 |
심하지않은장애인수(남성)
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 422 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.322467 |
| Minimum | 0 |
|---|---|
| Maximum | 8114 |
| Zeros | 2470 |
| Zeros (%) | 34.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 20 |
| 95-th percentile | 197.75 |
| Maximum | 8114 |
| Range | 8114 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 142.80405 |
|---|---|
| Coefficient of variation (CV) | 3.9315626 |
| Kurtosis | 1478.8421 |
| Mean | 36.322467 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 28.830435 |
| Sum | 257381 |
| Variance | 20392.997 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2470 | |
| 1 | 703 | 9.9% |
| 2 | 430 | 6.0% |
| 3 | 345 | 4.8% |
| 4 | 252 | 3.5% |
| 5 | 193 | 2.7% |
| 6 | 177 | 2.5% |
| 7 | 113 | 1.6% |
| 8 | 105 | 1.5% |
| 9 | 83 | 1.2% |
| Other values (412) | 2215 |
| Value | Count | Frequency (%) |
| 0 | 2470 | |
| 1 | 703 | 9.9% |
| 2 | 430 | 6.0% |
| 3 | 345 | 4.8% |
| 4 | 252 | 3.5% |
| 5 | 193 | 2.7% |
| 6 | 177 | 2.5% |
| 7 | 113 | 1.6% |
| 8 | 105 | 1.5% |
| 9 | 83 | 1.2% |
| Value | Count | Frequency (%) |
| 8114 | 1 | |
| 2719 | 1 | |
| 1877 | 1 | |
| 1821 | 1 | |
| 1505 | 1 | |
| 1368 | 1 | |
| 1340 | 1 | |
| 1268 | 1 | |
| 1224 | 1 | |
| 1163 | 1 |
심하지않은장애인수(여성)
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 335 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 35 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.038809 |
| Minimum | 0 |
|---|---|
| Maximum | 5116 |
| Zeros | 2905 |
| Zeros (%) | 40.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 13 |
| 95-th percentile | 141 |
| Maximum | 5116 |
| Range | 5116 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 95.576916 |
|---|---|
| Coefficient of variation (CV) | 3.8171511 |
| Kurtosis | 1195.3522 |
| Mean | 25.038809 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 25.561144 |
| Sum | 177425 |
| Variance | 9134.9468 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2905 | |
| 1 | 850 | 11.9% |
| 2 | 434 | 6.1% |
| 3 | 293 | 4.1% |
| 4 | 179 | 2.5% |
| 5 | 154 | 2.2% |
| 6 | 105 | 1.5% |
| 7 | 100 | 1.4% |
| 9 | 66 | 0.9% |
| 8 | 62 | 0.9% |
| Other values (325) | 1938 |
| Value | Count | Frequency (%) |
| 0 | 2905 | |
| 1 | 850 | 11.9% |
| 2 | 434 | 6.1% |
| 3 | 293 | 4.1% |
| 4 | 179 | 2.5% |
| 5 | 154 | 2.2% |
| 6 | 105 | 1.5% |
| 7 | 100 | 1.4% |
| 8 | 62 | 0.9% |
| 9 | 66 | 0.9% |
| Value | Count | Frequency (%) |
| 5116 | 1 | |
| 2262 | 1 | |
| 1371 | 1 | |
| 1106 | 1 | |
| 990 | 1 | |
| 915 | 1 | |
| 889 | 1 | |
| 859 | 1 | |
| 830 | 1 | |
| 825 | 1 |
| 시군명 | 구명 | 장애유형 | 등록장애인수(합계) | 등록장애인수(남성) | 등록장애인수(여성) | 심한장애인수(합계) | 심한장애인수(남성) | 심한장애인수(여성) | 심하지않은장애인수(합계) | 심하지않은장애인수(남성) | 심하지않은장애인수(여성) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 시군명 | 1.000 | 1.000 | 0.324 | 0.453 | 0.432 | 0.415 | 0.465 | 0.436 | 0.498 | 0.405 | 0.404 | 0.403 |
| 구명 | 1.000 | 1.000 | 0.236 | 0.154 | 0.137 | 0.125 | 0.153 | 0.144 | 0.153 | 0.132 | 0.113 | 0.142 |
| 장애유형 | 0.324 | 0.236 | 1.000 | 0.425 | 0.342 | 0.520 | 0.600 | 0.565 | 0.715 | 0.339 | 0.326 | 0.344 |
| 등록장애인수(합계) | 0.453 | 0.154 | 0.425 | 1.000 | 0.996 | 0.943 | 0.863 | 0.841 | 0.856 | 0.990 | 0.989 | 0.989 |
| 등록장애인수(남성) | 0.432 | 0.137 | 0.342 | 0.996 | 1.000 | 0.912 | 0.841 | 0.799 | 0.807 | 0.995 | 0.995 | 0.994 |
| 등록장애인수(여성) | 0.415 | 0.125 | 0.520 | 0.943 | 0.912 | 1.000 | 0.859 | 0.854 | 0.866 | 0.926 | 0.922 | 0.920 |
| 심한장애인수(합계) | 0.465 | 0.153 | 0.600 | 0.863 | 0.841 | 0.859 | 1.000 | 0.962 | 0.942 | 0.829 | 0.820 | 0.821 |
| 심한장애인수(남성) | 0.436 | 0.144 | 0.565 | 0.841 | 0.799 | 0.854 | 0.962 | 1.000 | 0.892 | 0.808 | 0.800 | 0.813 |
| 심한장애인수(여성) | 0.498 | 0.153 | 0.715 | 0.856 | 0.807 | 0.866 | 0.942 | 0.892 | 1.000 | 0.782 | 0.783 | 0.776 |
| 심하지않은장애인수(합계) | 0.405 | 0.132 | 0.339 | 0.990 | 0.995 | 0.926 | 0.829 | 0.808 | 0.782 | 1.000 | 1.000 | 1.000 |
| 심하지않은장애인수(남성) | 0.404 | 0.113 | 0.326 | 0.989 | 0.995 | 0.922 | 0.820 | 0.800 | 0.783 | 1.000 | 1.000 | 0.999 |
| 심하지않은장애인수(여성) | 0.403 | 0.142 | 0.344 | 0.989 | 0.994 | 0.920 | 0.821 | 0.813 | 0.776 | 1.000 | 0.999 | 1.000 |
| 시군명 | 구명 | 장애유형 | |
|---|---|---|---|
| 시군명 | 1.000 | 0.998 | 0.093 |
| 구명 | 0.998 | 1.000 | 0.077 |
| 장애유형 | 0.093 | 0.077 | 1.000 |
| 등록장애인수(합계) | 등록장애인수(남성) | 등록장애인수(여성) | 심한장애인수(합계) | 심한장애인수(남성) | 심한장애인수(여성) | 심하지않은장애인수(합계) | 심하지않은장애인수(남성) | 심하지않은장애인수(여성) | 시군명 | 구명 | 장애유형 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 등록장애인수(합계) | 1.000 | 0.989 | 0.960 | 0.887 | 0.867 | 0.879 | 0.645 | 0.656 | 0.682 | 0.213 | 0.081 | 0.232 |
| 등록장애인수(남성) | 0.989 | 1.000 | 0.915 | 0.881 | 0.878 | 0.846 | 0.630 | 0.656 | 0.648 | 0.201 | 0.072 | 0.181 |
| 등록장애인수(여성) | 0.960 | 0.915 | 1.000 | 0.851 | 0.802 | 0.901 | 0.650 | 0.636 | 0.721 | 0.197 | 0.059 | 0.234 |
| 심한장애인수(합계) | 0.887 | 0.881 | 0.851 | 1.000 | 0.983 | 0.954 | 0.323 | 0.339 | 0.389 | 0.204 | 0.078 | 0.302 |
| 심한장애인수(남성) | 0.867 | 0.878 | 0.802 | 0.983 | 1.000 | 0.895 | 0.299 | 0.315 | 0.366 | 0.196 | 0.073 | 0.293 |
| 심한장애인수(여성) | 0.879 | 0.846 | 0.901 | 0.954 | 0.895 | 1.000 | 0.378 | 0.389 | 0.433 | 0.211 | 0.074 | 0.321 |
| 심하지않은장애인수(합계) | 0.645 | 0.630 | 0.650 | 0.323 | 0.299 | 0.378 | 1.000 | 0.982 | 0.953 | 0.205 | 0.071 | 0.180 |
| 심하지않은장애인수(남성) | 0.656 | 0.656 | 0.636 | 0.339 | 0.315 | 0.389 | 0.982 | 1.000 | 0.903 | 0.204 | 0.061 | 0.173 |
| 심하지않은장애인수(여성) | 0.682 | 0.648 | 0.721 | 0.389 | 0.366 | 0.433 | 0.953 | 0.903 | 1.000 | 0.203 | 0.077 | 0.183 |
| 시군명 | 0.213 | 0.201 | 0.197 | 0.204 | 0.196 | 0.211 | 0.205 | 0.204 | 0.203 | 1.000 | 0.998 | 0.093 |
| 구명 | 0.081 | 0.072 | 0.059 | 0.078 | 0.073 | 0.074 | 0.071 | 0.061 | 0.077 | 0.998 | 1.000 | 0.077 |
| 장애유형 | 0.232 | 0.181 | 0.234 | 0.302 | 0.293 | 0.321 | 0.180 | 0.173 | 0.183 | 0.093 | 0.077 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 시군명 | 구명 | 읍면동명 | 장애유형 | 등록장애인수(합계) | 등록장애인수(남성) | 등록장애인수(여성) | 심한장애인수(합계) | 심한장애인수(남성) | 심한장애인수(여성) | 심하지않은장애인수(합계) | 심하지않은장애인수(남성) | 심하지않은장애인수(여성) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 가평군 | <NA> | 가평읍 | 소계 | 1334 | 780 | 554 | 415 | 253 | 162 | 919 | 527 | 392 |
| 1 | 가평군 | <NA> | 가평읍 | 장루.요루 | 10 | 5 | 5 | 3 | 1 | 2 | 7 | 4 | 3 |
| 2 | 가평군 | <NA> | 가평읍 | 안면 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 |
| 3 | 가평군 | <NA> | 가평읍 | 간 | 13 | 9 | 4 | 1 | 1 | 0 | 12 | 8 | 4 |
| 4 | 가평군 | <NA> | 가평읍 | 호흡기 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 0 |
| 5 | 가평군 | <NA> | 가평읍 | 심장 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 |
| 6 | 가평군 | <NA> | 가평읍 | 신장 | 50 | 29 | 21 | 38 | 22 | 16 | 12 | 7 | 5 |
| 7 | 가평군 | <NA> | 가평읍 | 정신 | 34 | 16 | 18 | 34 | 16 | 18 | 0 | 0 | 0 |
| 8 | 가평군 | <NA> | 가평읍 | 자폐성 | 14 | 14 | 0 | 14 | 14 | 0 | 0 | 0 | 0 |
| 9 | 가평군 | <NA> | 가평읍 | 뇌병변 | 94 | 51 | 43 | 53 | 26 | 27 | 41 | 25 | 16 |
| 시군명 | 구명 | 읍면동명 | 장애유형 | 등록장애인수(합계) | 등록장애인수(남성) | 등록장애인수(여성) | 심한장애인수(합계) | 심한장애인수(남성) | 심한장애인수(여성) | 심하지않은장애인수(합계) | 심하지않은장애인수(남성) | 심하지않은장애인수(여성) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7111 | 화성시 | <NA> | 화산동 | 정신 | 36 | 16 | 20 | 36 | 16 | 20 | 0 | 0 | 0 |
| 7112 | 화성시 | <NA> | 화산동 | 신장 | 49 | 25 | 24 | 37 | 18 | 19 | 12 | 7 | 5 |
| 7113 | 화성시 | <NA> | 화산동 | 심장 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 0 |
| 7114 | 화성시 | <NA> | 화산동 | 호흡기 | 4 | 3 | 1 | 4 | 3 | 1 | 0 | 0 | 0 |
| 7115 | 화성시 | <NA> | 화산동 | 간 | 7 | 5 | 2 | 0 | 0 | 0 | 7 | 5 | 2 |
| 7116 | 화성시 | <NA> | 화산동 | 장루.요루 | 8 | 7 | 1 | 0 | 0 | 0 | 8 | 7 | 1 |
| 7117 | 화성시 | <NA> | 화산동 | 뇌전증 | 4 | 2 | 2 | 1 | 0 | 1 | 3 | 2 | 1 |
| 7118 | 화성시 | <NA> | 화산동 | 소계 | 1295 | 808 | 487 | 453 | 278 | 175 | 842 | 530 | 312 |
| 7119 | 화성시 | <NA> | 화산동 | 지체 | 616 | 391 | 225 | 115 | 78 | 37 | 501 | 313 | 188 |
| 7120 | 화성시 | <NA> | 화산동 | 언어 | 18 | 12 | 6 | 5 | 3 | 2 | 13 | 9 | 4 |
Most frequently occurring
| 시군명 | 구명 | 읍면동명 | 장애유형 | 등록장애인수(합계) | 등록장애인수(남성) | 등록장애인수(여성) | 심한장애인수(합계) | 심한장애인수(남성) | 심한장애인수(여성) | 심하지않은장애인수(합계) | 심하지않은장애인수(남성) | 심하지않은장애인수(여성) | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 가평군 | <NA> | 청평면 | 심장 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 2 |
| 1 | 가평군 | <NA> | 청평면 | 안면 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2 |
| 2 | 성남시 | 분당구 | 운중동 | 간 | 5 | 5 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 2 |
| 3 | 성남시 | 분당구 | 운중동 | 장루.요루 | 7 | 6 | 1 | 0 | 0 | 0 | 7 | 6 | 1 | 2 |
| 4 | 안양시 | 동안구 | 갈산동 | 간 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 2 |
| 5 | 안양시 | 동안구 | 갈산동 | 장루.요루 | 2 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 2 |
| 6 | 안양시 | 동안구 | 갈산동 | 호흡기 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 2 |