Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.9 KiB |
| Average record size in memory | 99.6 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 9 |
Dataset
| Description | 창업의사 및 창업계획 관련(창업 의사 및 계획, 군구별 성별, 연령별, 학력별, 직업별, 월평균소득별) 정보입니다. |
|---|---|
| Author | 인천광역시 |
| URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15066400&srcSe=7661IVAWM27C61E190 |
창업의향 있음 is highly overall correlated with 창업의향 없음 and 6 other fields | High correlation |
창업의향 없음 is highly overall correlated with 창업의향 있음 and 6 other fields | High correlation |
창업계획기간(1년 이내) is highly overall correlated with 창업의향 있음 and 4 other fields | High correlation |
창업계획기간(1년_3년 이내) is highly overall correlated with 창업의향 있음 and 4 other fields | High correlation |
창업계획기간(3년_5년 이내) is highly overall correlated with 창업의향 있음 and 5 other fields | High correlation |
창업계획기간(5년 이후) is highly overall correlated with 창업의향 있음 and 5 other fields | High correlation |
창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) is highly overall correlated with 창업의향 있음 and 6 other fields | High correlation |
창업계획기간(창업할 의향이 없음) is highly overall correlated with 창업의향 있음 and 5 other fields | High correlation |
창업계획기간(이미 창업을 하였음) is highly overall correlated with 창업계획기간(창업할 의향이 없음) | High correlation |
특성별(2) has unique values | Unique |
창업계획기간(1년 이내) has 2 (4.0%) zeros | Zeros |
창업계획기간(1년_3년 이내) has 1 (2.0%) zeros | Zeros |
창업계획기간(3년_5년 이내) has 1 (2.0%) zeros | Zeros |
창업계획기간(5년 이후) has 4 (8.0%) zeros | Zeros |
창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) has 1 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-18 02:18:09.828701 |
|---|---|
| Analysis finished | 2024-03-18 02:18:17.250524 |
| Duration | 7.42 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
특성별(1)
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| 군구별 | |
|---|---|
| 직업별 | |
| 월평균소득별 | |
| 연령별 | |
| 가구원수별 | |
| Other values (4) |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 4.04 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 군구별 |
|---|---|
| 2nd row | 군구별 |
| 3rd row | 군구별 |
| 4th row | 군구별 |
| 5th row | 군구별 |
Common Values
| Value | Count | Frequency (%) |
| 군구별 | 10 | |
| 직업별 | 8 | |
| 월평균소득별 | 8 | |
| 연령별 | 6 | |
| 가구원수별 | 5 | |
| 학력별 | 4 | 8.0% |
| 주거형태별 | 4 | 8.0% |
| 주거점유형태별 | 3 | 6.0% |
| 성별 | 2 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 군구별 | 10 | |
| 직업별 | 8 | |
| 월평균소득별 | 8 | |
| 연령별 | 6 | |
| 가구원수별 | 5 | |
| 학력별 | 4 | 8.0% |
| 주거형태별 | 4 | 8.0% |
| 주거점유형태별 | 3 | 6.0% |
| 성별 | 2 | 4.0% |
특성별(2)
Text
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 12 |
|---|---|
| Median length | 7.5 |
| Mean length | 4.92 |
| Min length | 2 |
Characters and Unicode
| Total characters | 246 |
|---|---|
| Distinct characters | 76 |
| Distinct categories | 5 ? |
| 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 | 중구 |
|---|---|
| 2nd row | 동구 |
| 3rd row | 미추홀구 |
| 4th row | 연수구 |
| 5th row | 남동구 |
| Value | Count | Frequency (%) |
| 미만 | 7 | 9.7% |
| 5 | 6.9% | |
| 이상 | 3 | 4.2% |
| 기타 | 2 | 2.8% |
| 중구 | 1 | 1.4% |
| 기능노무 | 1 | 1.4% |
| 4인 | 1 | 1.4% |
| 학생 | 1 | 1.4% |
| 주부 | 1 | 1.4% |
| 무직/기타 | 1 | 1.4% |
| Other values (49) | 49 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33 | 13.4% |
| 22 | 8.9% | |
| 만 | 15 | 6.1% |
| ~ | 11 | 4.5% |
| 세 | 9 | 3.7% |
| 원 | 8 | 3.3% |
| 구 | 8 | 3.3% |
| 미 | 8 | 3.3% |
| 3 | 6 | 2.4% |
| 인 | 5 | 2.0% |
| Other values (66) | 121 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 142 | |
| Decimal Number | 69 | |
| Space Separator | 22 | 8.9% |
| Math Symbol | 11 | 4.5% |
| Other Punctuation | 2 | 0.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 만 | 15 | 10.6% |
| 세 | 9 | 6.3% |
| 원 | 8 | 5.6% |
| 구 | 8 | 5.6% |
| 미 | 8 | 5.6% |
| 인 | 5 | 3.5% |
| 이 | 5 | 3.5% |
| 상 | 4 | 2.8% |
| 기 | 4 | 2.8% |
| 졸 | 4 | 2.8% |
| Other values (54) | 72 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 3 | 6 | 8.7% |
| 9 | 5 | 7.2% |
| 5 | 5 | 7.2% |
| 4 | 5 | 7.2% |
| 2 | 5 | 7.2% |
| 1 | 5 | 7.2% |
| 6 | 3 | 4.3% |
| 7 | 2 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 22 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 11 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 142 | |
| Common | 104 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 만 | 15 | 10.6% |
| 세 | 9 | 6.3% |
| 원 | 8 | 5.6% |
| 구 | 8 | 5.6% |
| 미 | 8 | 5.6% |
| 인 | 5 | 3.5% |
| 이 | 5 | 3.5% |
| 상 | 4 | 2.8% |
| 기 | 4 | 2.8% |
| 졸 | 4 | 2.8% |
| Other values (54) | 72 |
Common
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 22 | ||
| ~ | 11 | 10.6% |
| 3 | 6 | 5.8% |
| 9 | 5 | 4.8% |
| 5 | 5 | 4.8% |
| 4 | 5 | 4.8% |
| 2 | 5 | 4.8% |
| 1 | 5 | 4.8% |
| 6 | 3 | 2.9% |
| Other values (2) | 4 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 142 | |
| ASCII | 104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 22 | ||
| ~ | 11 | 10.6% |
| 3 | 6 | 5.8% |
| 9 | 5 | 4.8% |
| 5 | 5 | 4.8% |
| 4 | 5 | 4.8% |
| 2 | 5 | 4.8% |
| 1 | 5 | 4.8% |
| 6 | 3 | 2.9% |
| Other values (2) | 4 | 3.8% |
Hangul
| Value | Count | Frequency (%) |
| 만 | 15 | 10.6% |
| 세 | 9 | 6.3% |
| 원 | 8 | 5.6% |
| 구 | 8 | 5.6% |
| 미 | 8 | 5.6% |
| 인 | 5 | 3.5% |
| 이 | 5 | 3.5% |
| 상 | 4 | 2.8% |
| 기 | 4 | 2.8% |
| 졸 | 4 | 2.8% |
| Other values (54) | 72 |
창업의향 있음
Real number (ℝ)
HIGH CORRELATION
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.534 |
| Minimum | 0.6 |
|---|---|
| Maximum | 16.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.875 |
| Q1 | 5.85 |
| median | 9.05 |
| Q3 | 10.9 |
| 95-th percentile | 14.175 |
| Maximum | 16.3 |
| Range | 15.7 |
| Interquartile range (IQR) | 5.05 |
Descriptive statistics
| Standard deviation | 3.7082154 |
|---|---|
| Coefficient of variation (CV) | 0.43452254 |
| Kurtosis | -0.23163653 |
| Mean | 8.534 |
| Median Absolute Deviation (MAD) | 2.05 |
| Skewness | -0.25461839 |
| Sum | 426.7 |
| Variance | 13.750861 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 11.1 | 3 | 6.0% |
| 4.6 | 3 | 6.0% |
| 10.7 | 3 | 6.0% |
| 10.9 | 2 | 4.0% |
| 8.0 | 2 | 4.0% |
| 2.7 | 2 | 4.0% |
| 7.8 | 2 | 4.0% |
| 6.3 | 1 | 2.0% |
| 4.5 | 1 | 2.0% |
| 11.7 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 0.6 | 1 | 2.0% |
| 0.9 | 1 | 2.0% |
| 1.2 | 1 | 2.0% |
| 2.7 | 2 | |
| 3.5 | 1 | 2.0% |
| 4.5 | 1 | 2.0% |
| 4.6 | 3 | |
| 5.3 | 1 | 2.0% |
| 5.5 | 1 | 2.0% |
| 5.7 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 16.3 | 1 | 2.0% |
| 15.7 | 1 | 2.0% |
| 14.4 | 1 | 2.0% |
| 13.9 | 1 | 2.0% |
| 13.4 | 1 | 2.0% |
| 13.1 | 1 | 2.0% |
| 11.7 | 1 | 2.0% |
| 11.3 | 1 | 2.0% |
| 11.2 | 1 | 2.0% |
| 11.1 | 3 |
창업의향 없음
Real number (ℝ)
HIGH CORRELATION
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.466 |
| Minimum | 83.7 |
|---|---|
| Maximum | 99.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 83.7 |
|---|---|
| 5-th percentile | 85.825 |
| Q1 | 89.1 |
| median | 90.95 |
| Q3 | 94.15 |
| 95-th percentile | 98.125 |
| Maximum | 99.4 |
| Range | 15.7 |
| Interquartile range (IQR) | 5.05 |
Descriptive statistics
| Standard deviation | 3.7082154 |
|---|---|
| Coefficient of variation (CV) | 0.040542009 |
| Kurtosis | -0.23163653 |
| Mean | 91.466 |
| Median Absolute Deviation (MAD) | 2.05 |
| Skewness | 0.25461839 |
| Sum | 4573.3 |
| Variance | 13.750861 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 88.9 | 3 | 6.0% |
| 95.4 | 3 | 6.0% |
| 89.3 | 3 | 6.0% |
| 89.1 | 2 | 4.0% |
| 92.0 | 2 | 4.0% |
| 97.3 | 2 | 4.0% |
| 92.2 | 2 | 4.0% |
| 93.7 | 1 | 2.0% |
| 95.5 | 1 | 2.0% |
| 88.3 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 83.7 | 1 | 2.0% |
| 84.3 | 1 | 2.0% |
| 85.6 | 1 | 2.0% |
| 86.1 | 1 | 2.0% |
| 86.6 | 1 | 2.0% |
| 86.9 | 1 | 2.0% |
| 88.3 | 1 | 2.0% |
| 88.7 | 1 | 2.0% |
| 88.8 | 1 | 2.0% |
| 88.9 | 3 |
| Value | Count | Frequency (%) |
| 99.4 | 1 | 2.0% |
| 99.1 | 1 | 2.0% |
| 98.8 | 1 | 2.0% |
| 97.3 | 2 | |
| 96.5 | 1 | 2.0% |
| 95.5 | 1 | 2.0% |
| 95.4 | 3 | |
| 94.7 | 1 | 2.0% |
| 94.5 | 1 | 2.0% |
| 94.3 | 1 | 2.0% |
창업계획기간(1년 이내)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62 |
| Minimum | 0 |
|---|---|
| Maximum | 1.6 |
| Zeros | 2 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.145 |
| Q1 | 0.4 |
| median | 0.6 |
| Q3 | 0.8 |
| 95-th percentile | 1.11 |
| Maximum | 1.6 |
| Range | 1.6 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.33258419 |
|---|---|
| Coefficient of variation (CV) | 0.53642612 |
| Kurtosis | 1.0260399 |
| Mean | 0.62 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.65668803 |
| Sum | 31 |
| Variance | 0.11061224 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.6 | 7 | |
| 0.4 | 6 | |
| 0.9 | 6 | |
| 0.5 | 6 | |
| 0.3 | 5 | |
| 0.7 | 5 | |
| 0.8 | 4 | |
| 1.0 | 3 | |
| 0.0 | 2 | 4.0% |
| 0.2 | 2 | 4.0% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0.0 | 2 | 4.0% |
| 0.1 | 1 | 2.0% |
| 0.2 | 2 | 4.0% |
| 0.3 | 5 | |
| 0.4 | 6 | |
| 0.5 | 6 | |
| 0.6 | 7 | |
| 0.7 | 5 | |
| 0.8 | 4 | |
| 0.9 | 6 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | 2.0% |
| 1.5 | 1 | 2.0% |
| 1.2 | 1 | 2.0% |
| 1.0 | 3 | |
| 0.9 | 6 | |
| 0.8 | 4 | |
| 0.7 | 5 | |
| 0.6 | 7 | |
| 0.5 | 6 | |
| 0.4 | 6 |
창업계획기간(1년_3년 이내)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.876 |
| Minimum | 0 |
|---|---|
| Maximum | 2.2 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.525 |
| median | 0.9 |
| Q3 | 1.1 |
| 95-th percentile | 1.555 |
| Maximum | 2.2 |
| Range | 2.2 |
| Interquartile range (IQR) | 0.575 |
Descriptive statistics
| Standard deviation | 0.4547078 |
|---|---|
| Coefficient of variation (CV) | 0.51907283 |
| Kurtosis | 0.21824356 |
| Mean | 0.876 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.20172853 |
| Sum | 43.8 |
| Variance | 0.20675918 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 1.1 | 6 | |
| 1.0 | 5 | |
| 1.3 | 5 | |
| 0.7 | 5 | |
| 0.9 | 5 | |
| 0.2 | 4 | |
| 0.5 | 4 | |
| 0.8 | 3 | 6.0% |
| 0.3 | 3 | 6.0% |
| 1.4 | 2 | 4.0% |
| Other values (7) | 8 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 2.0% |
| 0.1 | 1 | 2.0% |
| 0.2 | 4 | |
| 0.3 | 3 | |
| 0.5 | 4 | |
| 0.6 | 1 | 2.0% |
| 0.7 | 5 | |
| 0.8 | 3 | |
| 0.9 | 5 | |
| 1.0 | 5 |
| Value | Count | Frequency (%) |
| 2.2 | 1 | 2.0% |
| 1.6 | 2 | 4.0% |
| 1.5 | 1 | 2.0% |
| 1.4 | 2 | 4.0% |
| 1.3 | 5 | |
| 1.2 | 1 | 2.0% |
| 1.1 | 6 | |
| 1.0 | 5 | |
| 0.9 | 5 | |
| 0.8 | 3 |
창업계획기간(3년_5년 이내)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.936 |
| Minimum | 0 |
|---|---|
| Maximum | 2.4 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.2 |
| 95-th percentile | 1.765 |
| Maximum | 2.4 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.48687257 |
|---|---|
| Coefficient of variation (CV) | 0.520163 |
| Kurtosis | 0.75677625 |
| Mean | 0.936 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.47693222 |
| Sum | 46.8 |
| Variance | 0.2370449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.8 | 8 | |
| 1.0 | 5 | |
| 0.7 | 5 | |
| 0.9 | 4 | 8.0% |
| 0.3 | 4 | 8.0% |
| 1.1 | 4 | 8.0% |
| 1.3 | 4 | 8.0% |
| 1.6 | 2 | 4.0% |
| 1.9 | 2 | 4.0% |
| 1.4 | 2 | 4.0% |
| Other values (8) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 2.0% |
| 0.1 | 1 | 2.0% |
| 0.2 | 2 | 4.0% |
| 0.3 | 4 | |
| 0.4 | 1 | 2.0% |
| 0.5 | 1 | 2.0% |
| 0.7 | 5 | |
| 0.8 | 8 | |
| 0.9 | 4 | |
| 1.0 | 5 |
| Value | Count | Frequency (%) |
| 2.4 | 1 | 2.0% |
| 1.9 | 2 | 4.0% |
| 1.6 | 2 | 4.0% |
| 1.5 | 1 | 2.0% |
| 1.4 | 2 | 4.0% |
| 1.3 | 4 | |
| 1.2 | 2 | 4.0% |
| 1.1 | 4 | |
| 1.0 | 5 | |
| 0.9 | 4 |
창업계획기간(5년 이후)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.796 |
| Minimum | 0 |
|---|---|
| Maximum | 1.9 |
| Zeros | 4 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.525 |
| median | 0.7 |
| Q3 | 1.1 |
| 95-th percentile | 1.5 |
| Maximum | 1.9 |
| Range | 1.9 |
| Interquartile range (IQR) | 0.575 |
Descriptive statistics
| Standard deviation | 0.46333309 |
|---|---|
| Coefficient of variation (CV) | 0.58207674 |
| Kurtosis | -0.36580616 |
| Mean | 0.796 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.23813816 |
| Sum | 39.8 |
| Variance | 0.21467755 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.6 | 9 | |
| 1.1 | 5 | |
| 0.8 | 4 | |
| 0.7 | 4 | |
| 1.5 | 4 | |
| 0.0 | 4 | |
| 1.0 | 4 | |
| 0.5 | 3 | 6.0% |
| 0.4 | 2 | 4.0% |
| 1.3 | 2 | 4.0% |
| Other values (8) | 9 |
| Value | Count | Frequency (%) |
| 0.0 | 4 | |
| 0.1 | 1 | 2.0% |
| 0.2 | 1 | 2.0% |
| 0.3 | 2 | 4.0% |
| 0.4 | 2 | 4.0% |
| 0.5 | 3 | 6.0% |
| 0.6 | 9 | |
| 0.7 | 4 | |
| 0.8 | 4 | |
| 0.9 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 1.9 | 1 | 2.0% |
| 1.7 | 1 | 2.0% |
| 1.5 | 4 | |
| 1.4 | 1 | 2.0% |
| 1.3 | 2 | 4.0% |
| 1.2 | 1 | 2.0% |
| 1.1 | 5 | |
| 1.0 | 4 | |
| 0.9 | 1 | 2.0% |
| 0.8 | 4 |
창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.292 |
| Minimum | 0 |
|---|---|
| Maximum | 9.9 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.79 |
| Q1 | 3.575 |
| median | 5.8 |
| Q3 | 6.875 |
| 95-th percentile | 9.065 |
| Maximum | 9.9 |
| Range | 9.9 |
| Interquartile range (IQR) | 3.3 |
Descriptive statistics
| Standard deviation | 2.4416321 |
|---|---|
| Coefficient of variation (CV) | 0.46138173 |
| Kurtosis | -0.40359471 |
| Mean | 5.292 |
| Median Absolute Deviation (MAD) | 1.45 |
| Skewness | -0.28736921 |
| Sum | 264.6 |
| Variance | 5.9615673 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 7.4 | 2 | 4.0% |
| 6.8 | 2 | 4.0% |
| 6.6 | 2 | 4.0% |
| 7.2 | 2 | 4.0% |
| 6.3 | 2 | 4.0% |
| 9.9 | 2 | 4.0% |
| 3.5 | 2 | 4.0% |
| 6.2 | 2 | 4.0% |
| 5.1 | 2 | 4.0% |
| 7.1 | 2 | 4.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | |
| 0.5 | 1 | |
| 0.7 | 1 | |
| 0.9 | 1 | |
| 1.6 | 1 | |
| 1.8 | 1 | |
| 2.4 | 1 | |
| 2.5 | 1 | |
| 3.0 | 1 | |
| 3.2 | 1 |
| Value | Count | Frequency (%) |
| 9.9 | 2 | |
| 9.2 | 1 | |
| 8.9 | 1 | |
| 8.7 | 1 | |
| 8.0 | 1 | |
| 7.4 | 2 | |
| 7.2 | 2 | |
| 7.1 | 2 | |
| 6.9 | 1 | |
| 6.8 | 2 |
창업계획기간(창업할 의향이 없음)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 47 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.778 |
| Minimum | 62.3 |
|---|---|
| Maximum | 94.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 62.3 |
|---|---|
| 5-th percentile | 73.65 |
| Q1 | 77.925 |
| median | 81.65 |
| Q3 | 85.65 |
| 95-th percentile | 92.09 |
| Maximum | 94.1 |
| Range | 31.8 |
| Interquartile range (IQR) | 7.725 |
Descriptive statistics
| Standard deviation | 6.0872999 |
|---|---|
| Coefficient of variation (CV) | 0.074436889 |
| Kurtosis | 1.403227 |
| Mean | 81.778 |
| Median Absolute Deviation (MAD) | 3.9 |
| Skewness | -0.46755802 |
| Sum | 4088.9 |
| Variance | 37.05522 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 88.2 | 2 | 4.0% |
| 81.3 | 2 | 4.0% |
| 76.7 | 2 | 4.0% |
| 77.6 | 1 | 2.0% |
| 74.2 | 1 | 2.0% |
| 91.1 | 1 | 2.0% |
| 93.4 | 1 | 2.0% |
| 84.9 | 1 | 2.0% |
| 81.9 | 1 | 2.0% |
| 81.5 | 1 | 2.0% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 62.3 | 1 | |
| 67.7 | 1 | |
| 73.2 | 1 | |
| 74.2 | 1 | |
| 75.7 | 1 | |
| 76.3 | 1 | |
| 76.7 | 2 | |
| 77.0 | 1 | |
| 77.1 | 1 | |
| 77.5 | 1 |
| Value | Count | Frequency (%) |
| 94.1 | 1 | |
| 93.4 | 1 | |
| 92.9 | 1 | |
| 91.1 | 1 | |
| 88.9 | 1 | |
| 88.7 | 1 | |
| 88.2 | 2 | |
| 87.7 | 1 | |
| 86.6 | 1 | |
| 86.3 | 1 |
창업계획기간(이미 창업을 하였음)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 42 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.692 |
| Minimum | 0.6 |
|---|---|
| Maximum | 26.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 582.0 B |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.725 |
| Q1 | 7.3 |
| median | 9.5 |
| Q3 | 11.7 |
| 95-th percentile | 18.145 |
| Maximum | 26.6 |
| Range | 26 |
| Interquartile range (IQR) | 4.4 |
Descriptive statistics
| Standard deviation | 4.8282265 |
|---|---|
| Coefficient of variation (CV) | 0.49816617 |
| Kurtosis | 3.2105861 |
| Mean | 9.692 |
| Median Absolute Deviation (MAD) | 2.25 |
| Skewness | 1.1113735 |
| Sum | 484.6 |
| Variance | 23.311771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 7.3 | 2 | 4.0% |
| 10.0 | 2 | 4.0% |
| 9.4 | 2 | 4.0% |
| 12.5 | 2 | 4.0% |
| 9.6 | 2 | 4.0% |
| 11.9 | 2 | 4.0% |
| 6.9 | 2 | 4.0% |
| 11.4 | 2 | 4.0% |
| 0.6 | 1 | 2.0% |
| 1.0 | 1 | 2.0% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 0.6 | 1 | |
| 1.0 | 1 | |
| 1.5 | 1 | |
| 2.0 | 1 | |
| 3.6 | 1 | |
| 5.5 | 1 | |
| 5.6 | 1 | |
| 6.2 | 1 | |
| 6.4 | 1 | |
| 6.9 | 2 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | |
| 23.3 | 1 | |
| 19.0 | 1 | |
| 17.1 | 1 | |
| 14.9 | 1 | |
| 13.4 | 1 | |
| 12.5 | 2 | |
| 12.2 | 1 | |
| 12.1 | 1 | |
| 11.9 | 2 |
| 특성별(1) | 특성별(2) | 창업의향 있음 | 창업의향 없음 | 창업계획기간(1년 이내) | 창업계획기간(1년_3년 이내) | 창업계획기간(3년_5년 이내) | 창업계획기간(5년 이후) | 창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) | 창업계획기간(창업할 의향이 없음) | 창업계획기간(이미 창업을 하였음) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 특성별(1) | 1.000 | 1.000 | 0.000 | 0.000 | 0.582 | 0.464 | 0.000 | 0.000 | 0.000 | 0.000 | 0.104 |
| 특성별(2) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 창업의향 있음 | 0.000 | 1.000 | 1.000 | 1.000 | 0.534 | 0.690 | 0.692 | 0.866 | 0.942 | 0.570 | 0.585 |
| 창업의향 없음 | 0.000 | 1.000 | 1.000 | 1.000 | 0.534 | 0.690 | 0.692 | 0.866 | 0.942 | 0.570 | 0.585 |
| 창업계획기간(1년 이내) | 0.582 | 1.000 | 0.534 | 0.534 | 1.000 | 0.672 | 0.595 | 0.608 | 0.447 | 0.365 | 0.000 |
| 창업계획기간(1년_3년 이내) | 0.464 | 1.000 | 0.690 | 0.690 | 0.672 | 1.000 | 0.726 | 0.506 | 0.710 | 0.510 | 0.416 |
| 창업계획기간(3년_5년 이내) | 0.000 | 1.000 | 0.692 | 0.692 | 0.595 | 0.726 | 1.000 | 0.591 | 0.584 | 0.298 | 0.558 |
| 창업계획기간(5년 이후) | 0.000 | 1.000 | 0.866 | 0.866 | 0.608 | 0.506 | 0.591 | 1.000 | 0.710 | 0.521 | 0.000 |
| 창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) | 0.000 | 1.000 | 0.942 | 0.942 | 0.447 | 0.710 | 0.584 | 0.710 | 1.000 | 0.538 | 0.435 |
| 창업계획기간(창업할 의향이 없음) | 0.000 | 1.000 | 0.570 | 0.570 | 0.365 | 0.510 | 0.298 | 0.521 | 0.538 | 1.000 | 0.852 |
| 창업계획기간(이미 창업을 하였음) | 0.104 | 1.000 | 0.585 | 0.585 | 0.000 | 0.416 | 0.558 | 0.000 | 0.435 | 0.852 | 1.000 |
| 창업의향 있음 | 창업의향 없음 | 창업계획기간(1년 이내) | 창업계획기간(1년_3년 이내) | 창업계획기간(3년_5년 이내) | 창업계획기간(5년 이후) | 창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) | 창업계획기간(창업할 의향이 없음) | 창업계획기간(이미 창업을 하였음) | 특성별(1) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 창업의향 있음 | 1.000 | -1.000 | 0.698 | 0.670 | 0.750 | 0.845 | 0.945 | -0.699 | 0.079 | 0.000 |
| 창업의향 없음 | -1.000 | 1.000 | -0.698 | -0.670 | -0.750 | -0.845 | -0.945 | 0.699 | -0.079 | 0.000 |
| 창업계획기간(1년 이내) | 0.698 | -0.698 | 1.000 | 0.635 | 0.437 | 0.526 | 0.599 | -0.413 | -0.064 | 0.076 |
| 창업계획기간(1년_3년 이내) | 0.670 | -0.670 | 0.635 | 1.000 | 0.577 | 0.484 | 0.514 | -0.404 | -0.041 | 0.111 |
| 창업계획기간(3년_5년 이내) | 0.750 | -0.750 | 0.437 | 0.577 | 1.000 | 0.693 | 0.637 | -0.546 | 0.059 | 0.000 |
| 창업계획기간(5년 이후) | 0.845 | -0.845 | 0.526 | 0.484 | 0.693 | 1.000 | 0.766 | -0.553 | -0.003 | 0.000 |
| 창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) | 0.945 | -0.945 | 0.599 | 0.514 | 0.637 | 0.766 | 1.000 | -0.681 | 0.104 | 0.000 |
| 창업계획기간(창업할 의향이 없음) | -0.699 | 0.699 | -0.413 | -0.404 | -0.546 | -0.553 | -0.681 | 1.000 | -0.704 | 0.000 |
| 창업계획기간(이미 창업을 하였음) | 0.079 | -0.079 | -0.064 | -0.041 | 0.059 | -0.003 | 0.104 | -0.704 | 1.000 | 0.000 |
| 특성별(1) | 0.000 | 0.000 | 0.076 | 0.111 | 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.
| 특성별(1) | 특성별(2) | 창업의향 있음 | 창업의향 없음 | 창업계획기간(1년 이내) | 창업계획기간(1년_3년 이내) | 창업계획기간(3년_5년 이내) | 창업계획기간(5년 이후) | 창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) | 창업계획기간(창업할 의향이 없음) | 창업계획기간(이미 창업을 하였음) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 군구별 | 중구 | 2.7 | 97.3 | 0.0 | 1.4 | 0.4 | 0.3 | 0.7 | 88.2 | 9.1 |
| 1 | 군구별 | 동구 | 9.8 | 90.2 | 0.4 | 1.2 | 1.1 | 0.6 | 6.7 | 80.8 | 9.4 |
| 2 | 군구별 | 미추홀구 | 4.6 | 95.4 | 0.3 | 0.2 | 0.3 | 0.7 | 3.2 | 86.6 | 8.8 |
| 3 | 군구별 | 연수구 | 5.5 | 94.5 | 0.1 | 0.2 | 0.5 | 0.2 | 4.6 | 82.7 | 11.8 |
| 4 | 군구별 | 남동구 | 7.8 | 92.2 | 0.6 | 0.7 | 1.0 | 0.3 | 5.2 | 84.4 | 7.8 |
| 5 | 군구별 | 부평구 | 15.7 | 84.3 | 0.9 | 2.2 | 1.9 | 1.5 | 9.2 | 77.9 | 6.4 |
| 6 | 군구별 | 계양구 | 4.6 | 95.4 | 0.5 | 0.3 | 0.7 | 0.6 | 2.5 | 83.0 | 12.5 |
| 7 | 군구별 | 서구 | 16.3 | 83.7 | 1.6 | 1.6 | 1.4 | 1.7 | 9.9 | 73.2 | 10.5 |
| 8 | 군구별 | 강화군 | 1.2 | 98.8 | 0.3 | 0.1 | 0.2 | 0.0 | 0.5 | 88.2 | 10.6 |
| 9 | 군구별 | 옹진군 | 0.6 | 99.4 | 0.3 | 0.2 | 0.2 | 0.0 | 0.0 | 82.3 | 17.1 |
| 특성별(1) | 특성별(2) | 창업의향 있음 | 창업의향 없음 | 창업계획기간(1년 이내) | 창업계획기간(1년_3년 이내) | 창업계획기간(3년_5년 이내) | 창업계획기간(5년 이후) | 창업계획기간(창업할 의향은 있으나 구체적인 계획은 없음) | 창업계획기간(창업할 의향이 없음) | 창업계획기간(이미 창업을 하였음) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 주거형태별 | 연립/다세대주택 | 7.8 | 92.2 | 0.5 | 0.9 | 1.0 | 1.1 | 4.3 | 84.8 | 7.3 |
| 41 | 주거형태별 | 기타 | 10.2 | 89.8 | 1.0 | 1.3 | 2.4 | 1.0 | 4.4 | 76.3 | 13.4 |
| 42 | 주거점유형태별 | 자가 | 8.3 | 91.7 | 0.6 | 0.8 | 0.8 | 0.6 | 5.6 | 81.3 | 10.4 |
| 43 | 주거점유형태별 | 전세 | 11.3 | 88.7 | 1.2 | 1.1 | 1.1 | 1.5 | 6.3 | 81.3 | 7.4 |
| 44 | 주거점유형태별 | 월세 및 기타 | 11.2 | 88.8 | 0.6 | 1.6 | 1.9 | 1.0 | 6.0 | 81.8 | 7.0 |
| 45 | 가구원수별 | 1인 | 6.9 | 93.1 | 0.4 | 0.7 | 0.8 | 1.1 | 3.8 | 85.9 | 7.3 |
| 46 | 가구원수별 | 2인 | 6.3 | 93.7 | 0.5 | 0.8 | 1.0 | 0.6 | 3.4 | 86.1 | 7.6 |
| 47 | 가구원수별 | 3인 | 9.3 | 90.7 | 0.9 | 0.7 | 0.8 | 0.6 | 6.3 | 81.0 | 9.7 |
| 48 | 가구원수별 | 4인 | 11.7 | 88.3 | 0.7 | 1.3 | 1.3 | 0.9 | 7.4 | 77.6 | 10.7 |
| 49 | 가구원수별 | 5인 이상 | 11.1 | 88.9 | 0.7 | 1.3 | 0.7 | 1.3 | 7.1 | 77.5 | 11.4 |