Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 33 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.5 KiB |
| Average record size in memory | 110.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Text | 1 |
| Numeric | 9 |
Dataset
| Description | 국민의 주택금융 이용실태 등을 파악하기 위해 전문조사기관과 함께 실시한 ‘2022년 주택금융 및 보금자리론 실태조사’ 결과 중 LTV에 대한 데이터를 제공하며, 응답자 분류, 응답자 세부분류, 사례수, 퍼센트, 합계, 평균값 등의 데이터 항목을 제공합니다. |
|---|---|
| URL | https://www.data.go.kr/data/15120553/fileData.do |
계 has constant value "" | Constant |
사례수 is highly overall correlated with 상대표준오차(퍼센트) | High correlation |
30퍼센트 미만(퍼센트) is highly overall correlated with 50-60퍼센트 미만(퍼센트) and 2 other fields | High correlation |
40-50퍼센트 미만(퍼센트) is highly overall correlated with (대푯값 - 퍼센트)중앙값(퍼센트) | High correlation |
50-60퍼센트 미만(퍼센트) is highly overall correlated with 30퍼센트 미만(퍼센트) and 2 other fields | High correlation |
(대푯값 - 퍼센트)평균(퍼센트) is highly overall correlated with 30퍼센트 미만(퍼센트) and 2 other fields | High correlation |
(대푯값 - 퍼센트)중앙값(퍼센트) is highly overall correlated with 30퍼센트 미만(퍼센트) and 3 other fields | High correlation |
상대표준오차(퍼센트) is highly overall correlated with 사례수 | High correlation |
50-60퍼센트 미만(퍼센트) has unique values | Unique |
50-60퍼센트 미만(퍼센트) has 1 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 09:40:26.196111 |
|---|---|
| Analysis finished | 2023-12-12 09:40:37.213260 |
| Duration | 11.02 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
응답자 분류
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 24.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 396.0 B |
| 주택담보대출 이용상품 | |
|---|---|
| 가구주 직업 | |
| 가구소득 | |
| 거주지역 | |
| 가구주 연령 | |
| Other values (3) |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 6.4242424 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.0% |
Sample
| 1st row | 거주지역 |
|---|---|
| 2nd row | 거주지역 |
| 3rd row | 거주지역 |
| 4th row | 거주지역 |
| 5th row | 가구주 연령 |
Common Values
| Value | Count | Frequency (%) |
| 주택담보대출 이용상품 | 7 | |
| 가구주 직업 | 6 | |
| 가구소득 | 5 | |
| 거주지역 | 4 | |
| 가구주 연령 | 4 | |
| 결혼여부 | 4 | |
| 주택 보유/거주 | 2 | 6.1% |
| 주택 보유여부 | 1 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 가구주 | 10 | |
| 주택담보대출 | 7 | |
| 이용상품 | 7 | |
| 직업 | 6 | |
| 가구소득 | 5 | |
| 거주지역 | 4 | 7.5% |
| 연령 | 4 | 7.5% |
| 결혼여부 | 4 | 7.5% |
| 주택 | 3 | 5.7% |
| 보유/거주 | 2 | 3.8% |
응답자 세부분류
Text
| Distinct | 32 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 396.0 B |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 5.7272727 |
| Min length | 2 |
Characters and Unicode
| Total characters | 189 |
|---|---|
| Distinct characters | 81 |
| Distinct categories | 4 ? |
| 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 | 31 ? |
|---|---|
| Unique (%) | 93.9% |
Sample
| 1st row | 서울 |
|---|---|
| 2nd row | 경기 |
| 3rd row | 광역시 |
| 4th row | 기타지역 |
| 5th row | 30대 이하 |
| Value | Count | Frequency (%) |
| 종사자 | 3 | 6.0% |
| 유주택 | 3 | 6.0% |
| 기타 | 2 | 4.0% |
| 은행 | 2 | 4.0% |
| 주택자금대출 | 2 | 4.0% |
| 주택담보대출 | 2 | 4.0% |
| 적격대출 | 1 | 2.0% |
| 기혼 | 1 | 2.0% |
| 미혼 | 1 | 2.0% |
| 자가거주 | 1 | 2.0% |
| Other values (32) | 32 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17 | 9.0% | |
| 대 | 10 | 5.3% |
| 주 | 10 | 5.3% |
| 자 | 9 | 4.8% |
| 택 | 8 | 4.2% |
| 기 | 6 | 3.2% |
| 출 | 6 | 3.2% |
| 사 | 5 | 2.6% |
| 위 | 5 | 2.6% |
| 분 | 5 | 2.6% |
| Other values (71) | 108 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 154 | |
| Space Separator | 17 | 9.0% |
| Decimal Number | 15 | 7.9% |
| Other Punctuation | 3 | 1.6% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 대 | 10 | 6.5% |
| 주 | 10 | 6.5% |
| 자 | 9 | 5.8% |
| 택 | 8 | 5.2% |
| 기 | 6 | 3.9% |
| 출 | 6 | 3.9% |
| 사 | 5 | 3.2% |
| 위 | 5 | 3.2% |
| 분 | 5 | 3.2% |
| 금 | 5 | 3.2% |
| Other values (61) | 85 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 3 | |
| 2 | 2 | |
| 5 | 2 | |
| 4 | 2 | |
| 6 | 1 | 6.7% |
| 1 | 1 | 6.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2 | |
| , | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 154 | |
| Common | 35 | 18.5% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 대 | 10 | 6.5% |
| 주 | 10 | 6.5% |
| 자 | 9 | 5.8% |
| 택 | 8 | 5.2% |
| 기 | 6 | 3.9% |
| 출 | 6 | 3.9% |
| 사 | 5 | 3.2% |
| 위 | 5 | 3.2% |
| 분 | 5 | 3.2% |
| 금 | 5 | 3.2% |
| Other values (61) | 85 |
Common
| Value | Count | Frequency (%) |
| 17 | ||
| 0 | 4 | 11.4% |
| 3 | 3 | 8.6% |
| / | 2 | 5.7% |
| 2 | 2 | 5.7% |
| 5 | 2 | 5.7% |
| 4 | 2 | 5.7% |
| , | 1 | 2.9% |
| 6 | 1 | 2.9% |
| 1 | 1 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 154 | |
| ASCII | 35 | 18.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17 | ||
| 0 | 4 | 11.4% |
| 3 | 3 | 8.6% |
| / | 2 | 5.7% |
| 2 | 2 | 5.7% |
| 5 | 2 | 5.7% |
| 4 | 2 | 5.7% |
| , | 1 | 2.9% |
| 6 | 1 | 2.9% |
| 1 | 1 | 2.9% |
Hangul
| Value | Count | Frequency (%) |
| 대 | 10 | 6.5% |
| 주 | 10 | 6.5% |
| 자 | 9 | 5.8% |
| 택 | 8 | 5.2% |
| 기 | 6 | 3.9% |
| 출 | 6 | 3.9% |
| 사 | 5 | 3.2% |
| 위 | 5 | 3.2% |
| 분 | 5 | 3.2% |
| 금 | 5 | 3.2% |
| Other values (61) | 85 |
사례수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 290.78788 |
| Minimum | 9 |
|---|---|
| Maximum | 1200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 17.6 |
| Q1 | 48 |
| median | 214 |
| Q3 | 349 |
| 95-th percentile | 1100.2 |
| Maximum | 1200 |
| Range | 1191 |
| Interquartile range (IQR) | 301 |
Descriptive statistics
| Standard deviation | 336.76984 |
|---|---|
| Coefficient of variation (CV) | 1.1581289 |
| Kurtosis | 2.2482497 |
| Mean | 290.78788 |
| Median Absolute Deviation (MAD) | 157 |
| Skewness | 1.7195443 |
| Sum | 9596 |
| Variance | 113413.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 349 | 2 | 6.1% |
| 22 | 2 | 6.1% |
| 214 | 1 | 3.0% |
| 23 | 1 | 3.0% |
| 65 | 1 | 3.0% |
| 105 | 1 | 3.0% |
| 9 | 1 | 3.0% |
| 11 | 1 | 3.0% |
| 964 | 1 | 3.0% |
| 1177 | 1 | 3.0% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 11 | 1 | |
| 22 | 2 | |
| 23 | 1 | |
| 35 | 1 | |
| 39 | 1 | |
| 43 | 1 | |
| 48 | 1 | |
| 57 | 1 | |
| 65 | 1 |
| Value | Count | Frequency (%) |
| 1200 | 1 | |
| 1177 | 1 | |
| 1049 | 1 | |
| 964 | 1 | |
| 481 | 1 | |
| 416 | 1 | |
| 379 | 1 | |
| 349 | 2 | |
| 346 | 1 | |
| 338 | 1 |
30퍼센트 미만(퍼센트)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.748485 |
| Minimum | 5 |
|---|---|
| Maximum | 53.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 16.68 |
| Q1 | 27.8 |
| median | 33.8 |
| Q3 | 36.9 |
| 95-th percentile | 40.1 |
| Maximum | 53.7 |
| Range | 48.7 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 9.0169327 |
|---|---|
| Coefficient of variation (CV) | 0.28401143 |
| Kurtosis | 3.1382642 |
| Mean | 31.748485 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | -0.99367161 |
| Sum | 1047.7 |
| Variance | 81.305076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 27.8 | 2 | 6.1% |
| 34.4 | 2 | 6.1% |
| 33.8 | 2 | 6.1% |
| 53.7 | 1 | 3.0% |
| 33.2 | 1 | 3.0% |
| 40.7 | 1 | 3.0% |
| 23.3 | 1 | 3.0% |
| 25.3 | 1 | 3.0% |
| 5.0 | 1 | 3.0% |
| 7.5 | 1 | 3.0% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 5.0 | 1 | |
| 7.5 | 1 | |
| 22.8 | 1 | |
| 23.3 | 1 | |
| 25.3 | 1 | |
| 25.5 | 1 | |
| 26.2 | 1 | |
| 27.0 | 1 | |
| 27.8 | 2 | |
| 28.3 | 1 |
| Value | Count | Frequency (%) |
| 53.7 | 1 | |
| 40.7 | 1 | |
| 39.7 | 1 | |
| 39.2 | 1 | |
| 38.5 | 1 | |
| 38.4 | 1 | |
| 38.2 | 1 | |
| 38.1 | 1 | |
| 36.9 | 1 | |
| 36.6 | 1 |
30-40퍼센트 미만(퍼센트)
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 84.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.645455 |
| Minimum | 10.1 |
|---|---|
| Maximum | 32.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 10.1 |
|---|---|
| 5-th percentile | 16.68 |
| Q1 | 20.5 |
| median | 22.1 |
| Q3 | 24.1 |
| 95-th percentile | 32.12 |
| Maximum | 32.8 |
| Range | 22.7 |
| Interquartile range (IQR) | 3.6 |
Descriptive statistics
| Standard deviation | 4.5336996 |
|---|---|
| Coefficient of variation (CV) | 0.20020351 |
| Kurtosis | 1.992754 |
| Mean | 22.645455 |
| Median Absolute Deviation (MAD) | 1.8 |
| Skewness | 0.27734638 |
| Sum | 747.3 |
| Variance | 20.554432 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 20.5 | 2 | 6.1% |
| 24.3 | 2 | 6.1% |
| 24.1 | 2 | 6.1% |
| 22.1 | 2 | 6.1% |
| 21.0 | 2 | 6.1% |
| 17.2 | 1 | 3.0% |
| 30.7 | 1 | 3.0% |
| 22.6 | 1 | 3.0% |
| 15.9 | 1 | 3.0% |
| 32.3 | 1 | 3.0% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 10.1 | 1 | |
| 15.9 | 1 | |
| 17.2 | 1 | |
| 19.6 | 1 | |
| 19.8 | 1 | |
| 20.2 | 1 | |
| 20.3 | 1 | |
| 20.5 | 2 | |
| 20.8 | 1 | |
| 20.9 | 1 |
| Value | Count | Frequency (%) |
| 32.8 | 1 | |
| 32.3 | 1 | |
| 32.0 | 1 | |
| 30.7 | 1 | |
| 25.9 | 1 | |
| 24.3 | 2 | |
| 24.1 | 2 | |
| 23.9 | 1 | |
| 23.7 | 1 | |
| 23.5 | 1 |
40-50퍼센트 미만(퍼센트)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.690909 |
| Minimum | 7.2 |
|---|---|
| Maximum | 36.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 7.2 |
|---|---|
| 5-th percentile | 10.16 |
| Q1 | 16.4 |
| median | 18.2 |
| Q3 | 20.4 |
| 95-th percentile | 29.94 |
| Maximum | 36.1 |
| Range | 28.9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.8770403 |
|---|---|
| Coefficient of variation (CV) | 0.31443309 |
| Kurtosis | 2.5470155 |
| Mean | 18.690909 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0384216 |
| Sum | 616.8 |
| Variance | 34.539602 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 17.0 | 2 | 6.1% |
| 18.9 | 2 | 6.1% |
| 33.9 | 1 | 3.0% |
| 18.5 | 1 | 3.0% |
| 18.3 | 1 | 3.0% |
| 21.4 | 1 | 3.0% |
| 12.2 | 1 | 3.0% |
| 18.2 | 1 | 3.0% |
| 17.9 | 1 | 3.0% |
| 12.0 | 1 | 3.0% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 7.2 | 1 | |
| 9.8 | 1 | |
| 10.4 | 1 | |
| 12.0 | 1 | |
| 12.2 | 1 | |
| 15.5 | 1 | |
| 16.0 | 1 | |
| 16.2 | 1 | |
| 16.4 | 1 | |
| 16.5 | 1 |
| Value | Count | Frequency (%) |
| 36.1 | 1 | |
| 33.9 | 1 | |
| 27.3 | 1 | |
| 24.3 | 1 | |
| 23.6 | 1 | |
| 22.0 | 1 | |
| 21.4 | 1 | |
| 21.3 | 1 | |
| 20.4 | 1 | |
| 19.7 | 1 |
50-60퍼센트 미만(퍼센트)
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.881818 |
| Minimum | 0 |
|---|---|
| Maximum | 44.8 |
| Zeros | 1 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.68 |
| Q1 | 13.5 |
| median | 15.9 |
| Q3 | 19.2 |
| 95-th percentile | 26.82 |
| Maximum | 44.8 |
| Range | 44.8 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 7.4358277 |
|---|---|
| Coefficient of variation (CV) | 0.44046368 |
| Kurtosis | 5.6914517 |
| Mean | 16.881818 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 1.4768284 |
| Sum | 557.1 |
| Variance | 55.291534 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 9.8 | 1 | 3.0% |
| 0.0 | 1 | 3.0% |
| 19.2 | 1 | 3.0% |
| 15.3 | 1 | 3.0% |
| 24.6 | 1 | 3.0% |
| 9.5 | 1 | 3.0% |
| 15.6 | 1 | 3.0% |
| 15.9 | 1 | 3.0% |
| 13.5 | 1 | 3.0% |
| 14.6 | 1 | 3.0% |
| Other values (23) | 23 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 9.5 | 1 | |
| 9.8 | 1 | |
| 9.9 | 1 | |
| 10.3 | 1 | |
| 11.2 | 1 | |
| 12.2 | 1 | |
| 12.8 | 1 | |
| 13.5 | 1 | |
| 13.6 | 1 |
| Value | Count | Frequency (%) |
| 44.8 | 1 | |
| 27.9 | 1 | |
| 26.1 | 1 | |
| 24.6 | 1 | |
| 22.8 | 1 | |
| 22.3 | 1 | |
| 21.9 | 1 | |
| 21.4 | 1 | |
| 19.2 | 1 | |
| 18.6 | 1 |
60퍼센트 이상(퍼센트)
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.036364 |
| Minimum | 4 |
|---|---|
| Maximum | 27.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5.08 |
| Q1 | 8.2 |
| median | 9.1 |
| Q3 | 10.2 |
| 95-th percentile | 17.18 |
| Maximum | 27.3 |
| Range | 23.3 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.3644027 |
|---|---|
| Coefficient of variation (CV) | 0.43485897 |
| Kurtosis | 6.9758232 |
| Mean | 10.036364 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 2.142197 |
| Sum | 331.2 |
| Variance | 19.048011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 9.1 | 3 | 9.1% |
| 4.0 | 2 | 6.1% |
| 10.0 | 2 | 6.1% |
| 9.7 | 2 | 6.1% |
| 9.0 | 2 | 6.1% |
| 16.9 | 1 | 3.0% |
| 10.2 | 1 | 3.0% |
| 17.6 | 1 | 3.0% |
| 5.8 | 1 | 3.0% |
| 7.1 | 1 | 3.0% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 4.0 | 2 | |
| 5.8 | 1 | |
| 6.0 | 1 | |
| 6.2 | 1 | |
| 6.6 | 1 | |
| 7.1 | 1 | |
| 7.6 | 1 | |
| 8.2 | 1 | |
| 8.7 | 1 | |
| 8.8 | 1 |
| Value | Count | Frequency (%) |
| 27.3 | 1 | |
| 17.6 | 1 | |
| 16.9 | 1 | |
| 15.3 | 1 | |
| 13.0 | 1 | |
| 12.1 | 1 | |
| 11.7 | 1 | |
| 11.4 | 1 | |
| 10.2 | 1 | |
| 10.1 | 1 |
계
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 396.0 B |
| 100 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100 |
|---|---|
| 2nd row | 100 |
| 3rd row | 100 |
| 4th row | 100 |
| 5th row | 100 |
Common Values
| Value | Count | Frequency (%) |
| 100 | 33 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100 | 33 |
(대푯값 - 퍼센트)평균(퍼센트)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 84.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.445455 |
| Minimum | 30.5 |
|---|---|
| Maximum | 48.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 30.5 |
|---|---|
| 5-th percentile | 34.1 |
| Q1 | 36.7 |
| median | 38.2 |
| Q3 | 40.3 |
| 95-th percentile | 42.18 |
| Maximum | 48.3 |
| Range | 17.8 |
| Interquartile range (IQR) | 3.6 |
Descriptive statistics
| Standard deviation | 3.1339961 |
|---|---|
| Coefficient of variation (CV) | 0.081517989 |
| Kurtosis | 2.6108826 |
| Mean | 38.445455 |
| Median Absolute Deviation (MAD) | 1.9 |
| Skewness | 0.44533509 |
| Sum | 1268.7 |
| Variance | 9.8219318 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 40.3 | 3 | 9.1% |
| 39.0 | 2 | 6.1% |
| 34.1 | 2 | 6.1% |
| 38.2 | 2 | 6.1% |
| 30.5 | 1 | 3.0% |
| 42.6 | 1 | 3.0% |
| 41.0 | 1 | 3.0% |
| 48.3 | 1 | 3.0% |
| 41.9 | 1 | 3.0% |
| 41.8 | 1 | 3.0% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 30.5 | 1 | |
| 34.1 | 2 | |
| 34.9 | 1 | |
| 36.0 | 1 | |
| 36.2 | 1 | |
| 36.4 | 1 | |
| 36.5 | 1 | |
| 36.7 | 1 | |
| 36.8 | 1 | |
| 37.1 | 1 |
| Value | Count | Frequency (%) |
| 48.3 | 1 | 3.0% |
| 42.6 | 1 | 3.0% |
| 41.9 | 1 | 3.0% |
| 41.8 | 1 | 3.0% |
| 41.2 | 1 | 3.0% |
| 41.0 | 1 | 3.0% |
| 40.5 | 1 | 3.0% |
| 40.3 | 3 | |
| 40.1 | 1 | 3.0% |
| 39.6 | 1 | 3.0% |
(대푯값 - 퍼센트)중앙값(퍼센트)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 17 |
|---|---|
| Distinct (%) | 51.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.906061 |
| Minimum | 25.6 |
|---|---|
| Maximum | 49.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 25.6 |
|---|---|
| 5-th percentile | 32.94 |
| Q1 | 34.3 |
| median | 35.7 |
| Q3 | 40 |
| 95-th percentile | 42.72 |
| Maximum | 49.5 |
| Range | 23.9 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 4.1847894 |
|---|---|
| Coefficient of variation (CV) | 0.1133903 |
| Kurtosis | 2.4197455 |
| Mean | 36.906061 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 0.39730675 |
| Sum | 1217.9 |
| Variance | 17.512462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 40.0 | 5 | |
| 33.3 | 5 | |
| 35.7 | 4 | |
| 37.5 | 3 | |
| 35.1 | 3 | |
| 34.3 | 2 | 6.1% |
| 25.6 | 1 | 3.0% |
| 42.2 | 1 | 3.0% |
| 32.4 | 1 | 3.0% |
| 40.5 | 1 | 3.0% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 25.6 | 1 | 3.0% |
| 32.4 | 1 | 3.0% |
| 33.3 | 5 | |
| 34.3 | 2 | 6.1% |
| 35.0 | 1 | 3.0% |
| 35.1 | 3 | |
| 35.7 | 4 | |
| 36.3 | 1 | 3.0% |
| 37.2 | 1 | 3.0% |
| 37.5 | 3 |
| Value | Count | Frequency (%) |
| 49.5 | 1 | 3.0% |
| 43.5 | 1 | 3.0% |
| 42.2 | 1 | 3.0% |
| 41.2 | 1 | 3.0% |
| 40.5 | 1 | 3.0% |
| 40.0 | 5 | |
| 38.8 | 1 | 3.0% |
| 37.5 | 3 | |
| 37.2 | 1 | 3.0% |
| 36.3 | 1 | 3.0% |
상대표준오차(퍼센트)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9545455 |
| Minimum | 1.5 |
|---|---|
| Maximum | 17.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 429.0 B |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.56 |
| Q1 | 2.5 |
| median | 3.4 |
| Q3 | 6.6 |
| 95-th percentile | 12.44 |
| Maximum | 17.2 |
| Range | 15.7 |
| Interquartile range (IQR) | 4.1 |
Descriptive statistics
| Standard deviation | 3.7766628 |
|---|---|
| Coefficient of variation (CV) | 0.76226221 |
| Kurtosis | 2.748764 |
| Mean | 4.9545455 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 1.7195672 |
| Sum | 163.5 |
| Variance | 14.263182 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 2.9 | 3 | 9.1% |
| 3.4 | 2 | 6.1% |
| 3.9 | 2 | 6.1% |
| 1.5 | 2 | 6.1% |
| 2.8 | 2 | 6.1% |
| 4.1 | 1 | 3.0% |
| 1.6 | 1 | 3.0% |
| 8.1 | 1 | 3.0% |
| 5.1 | 1 | 3.0% |
| 5.2 | 1 | 3.0% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 1.5 | 2 | |
| 1.6 | 1 | |
| 1.7 | 1 | |
| 2.0 | 1 | |
| 2.1 | 1 | |
| 2.2 | 1 | |
| 2.4 | 1 | |
| 2.5 | 1 | |
| 2.6 | 1 | |
| 2.8 | 2 |
| Value | Count | Frequency (%) |
| 17.2 | 1 | |
| 13.1 | 1 | |
| 12.0 | 1 | |
| 11.8 | 1 | |
| 8.1 | 1 | |
| 7.4 | 1 | |
| 6.9 | 1 | |
| 6.7 | 1 | |
| 6.6 | 1 | |
| 5.3 | 1 |
| 응답자 분류 | 응답자 세부분류 | 사례수 | 30퍼센트 미만(퍼센트) | 30-40퍼센트 미만(퍼센트) | 40-50퍼센트 미만(퍼센트) | 50-60퍼센트 미만(퍼센트) | 60퍼센트 이상(퍼센트) | (대푯값 - 퍼센트)평균(퍼센트) | (대푯값 - 퍼센트)중앙값(퍼센트) | 상대표준오차(퍼센트) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 응답자 분류 | 1.000 | 0.955 | 0.609 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 응답자 세부분류 | 0.955 | 1.000 | 1.000 | 0.895 | 0.000 | 0.958 | 1.000 | 0.790 | 0.865 | 1.000 | 0.000 |
| 사례수 | 0.609 | 1.000 | 1.000 | 0.166 | 0.000 | 0.000 | 0.000 | 0.000 | 0.389 | 0.000 | 0.424 |
| 30퍼센트 미만(퍼센트) | 0.000 | 0.895 | 0.166 | 1.000 | 0.755 | 0.608 | 0.644 | 0.567 | 0.949 | 0.839 | 0.581 |
| 30-40퍼센트 미만(퍼센트) | 0.000 | 0.000 | 0.000 | 0.755 | 1.000 | 0.559 | 0.788 | 0.857 | 0.848 | 0.569 | 0.809 |
| 40-50퍼센트 미만(퍼센트) | 0.000 | 0.958 | 0.000 | 0.608 | 0.559 | 1.000 | 0.633 | 0.635 | 0.722 | 0.865 | 0.739 |
| 50-60퍼센트 미만(퍼센트) | 0.000 | 1.000 | 0.000 | 0.644 | 0.788 | 0.633 | 1.000 | 0.588 | 0.859 | 0.626 | 0.578 |
| 60퍼센트 이상(퍼센트) | 0.000 | 0.790 | 0.000 | 0.567 | 0.857 | 0.635 | 0.588 | 1.000 | 0.460 | 0.000 | 0.782 |
| (대푯값 - 퍼센트)평균(퍼센트) | 0.000 | 0.865 | 0.389 | 0.949 | 0.848 | 0.722 | 0.859 | 0.460 | 1.000 | 0.868 | 0.534 |
| (대푯값 - 퍼센트)중앙값(퍼센트) | 0.000 | 1.000 | 0.000 | 0.839 | 0.569 | 0.865 | 0.626 | 0.000 | 0.868 | 1.000 | 0.800 |
| 상대표준오차(퍼센트) | 0.000 | 0.000 | 0.424 | 0.581 | 0.809 | 0.739 | 0.578 | 0.782 | 0.534 | 0.800 | 1.000 |
| 사례수 | 30퍼센트 미만(퍼센트) | 30-40퍼센트 미만(퍼센트) | 40-50퍼센트 미만(퍼센트) | 50-60퍼센트 미만(퍼센트) | 60퍼센트 이상(퍼센트) | (대푯값 - 퍼센트)평균(퍼센트) | (대푯값 - 퍼센트)중앙값(퍼센트) | 상대표준오차(퍼센트) | 응답자 분류 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 사례수 | 1.000 | 0.287 | -0.029 | -0.125 | -0.069 | 0.086 | -0.407 | -0.332 | -0.928 | 0.372 |
| 30퍼센트 미만(퍼센트) | 0.287 | 1.000 | -0.111 | -0.484 | -0.786 | 0.026 | -0.878 | -0.913 | -0.092 | 0.000 |
| 30-40퍼센트 미만(퍼센트) | -0.029 | -0.111 | 1.000 | -0.277 | -0.005 | -0.036 | -0.140 | -0.164 | 0.044 | 0.000 |
| 40-50퍼센트 미만(퍼센트) | -0.125 | -0.484 | -0.277 | 1.000 | 0.165 | -0.186 | 0.381 | 0.616 | -0.056 | 0.000 |
| 50-60퍼센트 미만(퍼센트) | -0.069 | -0.786 | -0.005 | 0.165 | 1.000 | -0.241 | 0.668 | 0.669 | -0.089 | 0.000 |
| 60퍼센트 이상(퍼센트) | 0.086 | 0.026 | -0.036 | -0.186 | -0.241 | 1.000 | 0.227 | 0.048 | 0.025 | 0.000 |
| (대푯값 - 퍼센트)평균(퍼센트) | -0.407 | -0.878 | -0.140 | 0.381 | 0.668 | 0.227 | 1.000 | 0.904 | 0.292 | 0.000 |
| (대푯값 - 퍼센트)중앙값(퍼센트) | -0.332 | -0.913 | -0.164 | 0.616 | 0.669 | 0.048 | 0.904 | 1.000 | 0.140 | 0.000 |
| 상대표준오차(퍼센트) | -0.928 | -0.092 | 0.044 | -0.056 | -0.089 | 0.025 | 0.292 | 0.140 | 1.000 | 0.000 |
| 응답자 분류 | 0.372 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 응답자 분류 | 응답자 세부분류 | 사례수 | 30퍼센트 미만(퍼센트) | 30-40퍼센트 미만(퍼센트) | 40-50퍼센트 미만(퍼센트) | 50-60퍼센트 미만(퍼센트) | 60퍼센트 이상(퍼센트) | 계 | (대푯값 - 퍼센트)평균(퍼센트) | (대푯값 - 퍼센트)중앙값(퍼센트) | 상대표준오차(퍼센트) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 거주지역 | 서울 | 214 | 53.7 | 20.5 | 12.0 | 9.8 | 4.0 | 100 | 30.5 | 25.6 | 4.1 |
| 1 | 거주지역 | 경기 | 349 | 38.4 | 22.4 | 17.0 | 14.6 | 7.6 | 100 | 36.0 | 33.3 | 2.8 |
| 2 | 거주지역 | 광역시 | 299 | 26.2 | 20.5 | 23.6 | 17.5 | 12.1 | 100 | 40.3 | 40.0 | 2.0 |
| 3 | 거주지역 | 기타지역 | 338 | 25.5 | 24.3 | 18.6 | 18.6 | 13.0 | 100 | 41.2 | 40.0 | 2.9 |
| 4 | 가구주 연령 | 30대 이하 | 146 | 27.0 | 19.6 | 24.3 | 22.8 | 6.2 | 100 | 40.1 | 40.0 | 3.4 |
| 5 | 가구주 연령 | 40대 | 349 | 30.1 | 24.1 | 18.9 | 16.9 | 10.0 | 100 | 38.4 | 37.5 | 2.6 |
| 6 | 가구주 연령 | 50대 | 379 | 38.2 | 22.5 | 16.2 | 14.0 | 9.1 | 100 | 36.4 | 33.3 | 2.2 |
| 7 | 가구주 연령 | 60대 이상 | 325 | 38.1 | 20.8 | 17.0 | 12.8 | 11.4 | 100 | 36.8 | 35.1 | 3.9 |
| 8 | 가구소득 | 1분위 | 66 | 28.3 | 24.3 | 15.5 | 16.7 | 15.3 | 100 | 40.5 | 35.7 | 11.8 |
| 9 | 가구소득 | 2분위 | 134 | 27.8 | 20.9 | 20.4 | 22.3 | 8.7 | 100 | 39.6 | 40.0 | 3.9 |
| 응답자 분류 | 응답자 세부분류 | 사례수 | 30퍼센트 미만(퍼센트) | 30-40퍼센트 미만(퍼센트) | 40-50퍼센트 미만(퍼센트) | 50-60퍼센트 미만(퍼센트) | 60퍼센트 이상(퍼센트) | 계 | (대푯값 - 퍼센트)평균(퍼센트) | (대푯값 - 퍼센트)중앙값(퍼센트) | 상대표준오차(퍼센트) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | 주택 보유여부 | 유주택 | 1200 | 34.4 | 22.1 | 18.2 | 15.6 | 9.6 | 100 | 37.5 | 35.7 | 1.5 |
| 24 | 주택 보유/거주 | 유주택 자가거주 | 1177 | 34.4 | 22.1 | 17.9 | 15.9 | 9.7 | 100 | 37.6 | 35.7 | 1.5 |
| 25 | 주택 보유/거주 | 유주택 임차거주 | 22 | 38.5 | 23.5 | 33.9 | 0.0 | 4.0 | 100 | 34.1 | 34.3 | 12.0 |
| 26 | 주택담보대출 이용상품 | 은행 주택담보대출 | 964 | 36.6 | 21.9 | 18.8 | 13.5 | 9.1 | 100 | 36.7 | 35.0 | 1.7 |
| 27 | 주택담보대출 이용상품 | 은행 적격대출 | 22 | 33.8 | 10.1 | 18.9 | 9.9 | 27.3 | 100 | 41.8 | 42.2 | 13.1 |
| 28 | 주택담보대출 이용상품 | 생애최초 주택자금대출 | 11 | 7.5 | 32.3 | 36.1 | 14.4 | 9.7 | 100 | 41.9 | 43.5 | 7.4 |
| 29 | 주택담보대출 이용상품 | 근로자서민 주택자금대출 | 9 | 5.0 | 15.9 | 27.3 | 44.8 | 7.1 | 100 | 48.3 | 49.5 | 5.2 |
| 30 | 주택담보대출 이용상품 | 주택금융공사 보금자리론 | 105 | 25.3 | 24.1 | 16.9 | 27.9 | 5.8 | 100 | 41.0 | 40.0 | 3.4 |
| 31 | 주택담보대출 이용상품 | 내집마련 디딤돌 대출 | 65 | 23.3 | 22.6 | 10.4 | 26.1 | 17.6 | 100 | 42.6 | 40.5 | 5.1 |
| 32 | 주택담보대출 이용상품 | 제2,3금융권 주택담보대출 | 23 | 40.7 | 30.7 | 7.2 | 11.2 | 10.2 | 100 | 34.1 | 32.4 | 8.1 |