Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 51 |
| Missing cells | 16 |
| Missing cells (%) | 3.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.6 KiB |
| Average record size in memory | 91.6 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 8 |
Dataset
| Description | - 시도별로 휴일 여가 시간이 자유로운 정도 통계를 제공합니다. - 항목(전혀 자유롭지 않음, 자유롭지 않음, 다소 자유롭지 않음, 보통, 다소 자유롱, 자유로움, 매우 자유로움)별 비율이 의미하는 것은 표본 수 중 해당 항목에 응답한 사람의 비율입니다. - 데이터 제공처: KOSIS 국가통계포털 |
|---|---|
| Author | 제주특별자치도 미래성장과 |
| URL | https://www.jejudatahub.net/data/view/data/1043 |
표본 수(명) is highly overall correlated with 시도 | High correlation |
전혀 자유롭지 않음(%) is highly overall correlated with 자유롭지 않음(%) and 1 other fields | High correlation |
자유롭지 않음(%) is highly overall correlated with 전혀 자유롭지 않음(%) | High correlation |
보통(%) is highly overall correlated with 자유로움(%) | High correlation |
다소 자유로움(%) is highly overall correlated with 전혀 자유롭지 않음(%) and 1 other fields | High correlation |
자유로움(%) is highly overall correlated with 보통(%) | High correlation |
매우 자유로움(%) is highly overall correlated with 다소 자유로움(%) | High correlation |
시도 is highly overall correlated with 표본 수(명) | High correlation |
전혀 자유롭지 않음(%) has 13 (25.5%) missing values | Missing |
자유롭지 않음(%) has 2 (3.9%) missing values | Missing |
다소 자유롭지 않음(%) has 1 (2.0%) missing values | Missing |
Reproduction
| Analysis started | 2023-12-11 20:04:53.855106 |
|---|---|
| Analysis finished | 2023-12-11 20:05:02.667748 |
| Duration | 8.81 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준 연도
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 540.0 B |
| 2018 | |
|---|---|
| 2019 | |
| 2020 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 17 | |
| 2019 | 17 | |
| 2020 | 17 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018 | 17 | |
| 2019 | 17 | |
| 2020 | 17 |
시도
Categorical
HIGH CORRELATION
| Distinct | 17 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 540.0 B |
| 서울 | 3 |
|---|---|
| 부산 | 3 |
| 대구 | 3 |
| 인천 | 3 |
| 광주 | 3 |
| Other values (12) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 서울 |
|---|---|
| 2nd row | 부산 |
| 3rd row | 대구 |
| 4th row | 인천 |
| 5th row | 광주 |
Common Values
| Value | Count | Frequency (%) |
| 서울 | 3 | 5.9% |
| 부산 | 3 | 5.9% |
| 대구 | 3 | 5.9% |
| 인천 | 3 | 5.9% |
| 광주 | 3 | 5.9% |
| 대전 | 3 | 5.9% |
| 울산 | 3 | 5.9% |
| 세종 | 3 | 5.9% |
| 경기 | 3 | 5.9% |
| 강원 | 3 | 5.9% |
| Other values (7) | 21 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 서울 | 3 | 5.9% |
| 강원 | 3 | 5.9% |
| 경남 | 3 | 5.9% |
| 경북 | 3 | 5.9% |
| 전남 | 3 | 5.9% |
| 전북 | 3 | 5.9% |
| 충남 | 3 | 5.9% |
| 충북 | 3 | 5.9% |
| 경기 | 3 | 5.9% |
| 부산 | 3 | 5.9% |
| Other values (7) | 21 |
표본 수(명)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 49 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 600.90196 |
| Minimum | 61 |
|---|---|
| Maximum | 2408 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 195 |
| Q1 | 390.5 |
| median | 500 |
| Q3 | 652 |
| 95-th percentile | 1334.5 |
| Maximum | 2408 |
| Range | 2347 |
| Interquartile range (IQR) | 261.5 |
Descriptive statistics
| Standard deviation | 419.51545 |
|---|---|
| Coefficient of variation (CV) | 0.69814292 |
| Kurtosis | 7.6687193 |
| Mean | 600.90196 |
| Median Absolute Deviation (MAD) | 140 |
| Skewness | 2.4869544 |
| Sum | 30646 |
| Variance | 175993.21 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 475 | 2 | 3.9% |
| 463 | 2 | 3.9% |
| 1220 | 1 | 2.0% |
| 303 | 1 | 2.0% |
| 500 | 1 | 2.0% |
| 611 | 1 | 2.0% |
| 682 | 1 | 2.0% |
| 302 | 1 | 2.0% |
| 1931 | 1 | 2.0% |
| 681 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 61 | 1 | |
| 120 | 1 | |
| 189 | 1 | |
| 201 | 1 | |
| 221 | 1 | |
| 294 | 1 | |
| 302 | 1 | |
| 303 | 1 | |
| 308 | 1 | |
| 320 | 1 |
| Value | Count | Frequency (%) |
| 2408 | 1 | |
| 1931 | 1 | |
| 1344 | 1 | |
| 1325 | 1 | |
| 1220 | 1 | |
| 1191 | 1 | |
| 734 | 1 | |
| 713 | 1 | |
| 693 | 1 | |
| 682 | 1 |
전혀 자유롭지 않음(%)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 13 |
| Missing (%) | 25.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1921053 |
| Minimum | 0.2 |
|---|---|
| Maximum | 5.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.7 |
| median | 1.05 |
| Q3 | 1.3 |
| 95-th percentile | 2.93 |
| Maximum | 5.2 |
| Range | 5 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.97852111 |
|---|---|
| Coefficient of variation (CV) | 0.82083448 |
| Kurtosis | 6.996001 |
| Mean | 1.1921053 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 2.3125818 |
| Sum | 45.3 |
| Variance | 0.95750356 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1.1 | 5 | 9.8% |
| 0.2 | 4 | 7.8% |
| 0.7 | 4 | 7.8% |
| 1.3 | 3 | 5.9% |
| 1.4 | 3 | 5.9% |
| 1.0 | 3 | 5.9% |
| 2.9 | 2 | 3.9% |
| 1.2 | 2 | 3.9% |
| 0.8 | 2 | 3.9% |
| 0.4 | 2 | 3.9% |
| Other values (8) | 8 | |
| (Missing) | 13 |
| Value | Count | Frequency (%) |
| 0.2 | 4 | |
| 0.3 | 1 | 2.0% |
| 0.4 | 2 | 3.9% |
| 0.5 | 1 | 2.0% |
| 0.6 | 1 | 2.0% |
| 0.7 | 4 | |
| 0.8 | 2 | 3.9% |
| 0.9 | 1 | 2.0% |
| 1.0 | 3 | |
| 1.1 | 5 |
| Value | Count | Frequency (%) |
| 5.2 | 1 | 2.0% |
| 3.1 | 1 | 2.0% |
| 2.9 | 2 | 3.9% |
| 2.3 | 1 | 2.0% |
| 1.6 | 1 | 2.0% |
| 1.4 | 3 | |
| 1.3 | 3 | |
| 1.2 | 2 | 3.9% |
| 1.1 | 5 | |
| 1.0 | 3 |
자유롭지 않음(%)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 36 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 2 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8857143 |
| Minimum | 0.1 |
|---|---|
| Maximum | 8.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.64 |
| Q1 | 1.6 |
| median | 2.5 |
| Q3 | 3.7 |
| 95-th percentile | 6.72 |
| Maximum | 8.8 |
| Range | 8.7 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 1.9285141 |
|---|---|
| Coefficient of variation (CV) | 0.66829697 |
| Kurtosis | 1.6289657 |
| Mean | 2.8857143 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 1.2578107 |
| Sum | 141.4 |
| Variance | 3.7191667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 1.8 | 3 | 5.9% |
| 2.1 | 3 | 5.9% |
| 3.2 | 3 | 5.9% |
| 0.8 | 2 | 3.9% |
| 3.9 | 2 | 3.9% |
| 3.7 | 2 | 3.9% |
| 3.6 | 2 | 3.9% |
| 2.5 | 2 | 3.9% |
| 1.3 | 2 | 3.9% |
| 2.7 | 2 | 3.9% |
| Other values (26) | 26 | |
| (Missing) | 2 | 3.9% |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.4 | 1 | |
| 0.6 | 1 | |
| 0.7 | 1 | |
| 0.8 | 2 | |
| 1.1 | 1 | |
| 1.2 | 1 | |
| 1.3 | 2 | |
| 1.4 | 1 | |
| 1.5 | 1 |
| Value | Count | Frequency (%) |
| 8.8 | 1 | |
| 8.1 | 1 | |
| 6.8 | 1 | |
| 6.6 | 1 | |
| 6.5 | 1 | |
| 4.8 | 1 | |
| 4.6 | 1 | |
| 4.3 | 1 | |
| 4.0 | 1 | |
| 3.9 | 2 |
다소 자유롭지 않음(%)
Real number (ℝ)
MISSING
| Distinct | 40 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 1 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.488 |
| Minimum | 1 |
|---|---|
| Maximum | 15.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.79 |
| Q1 | 5.025 |
| median | 7.4 |
| Q3 | 9.2 |
| 95-th percentile | 13.07 |
| Maximum | 15.4 |
| Range | 14.4 |
| Interquartile range (IQR) | 4.175 |
Descriptive statistics
| Standard deviation | 3.2721234 |
|---|---|
| Coefficient of variation (CV) | 0.4369823 |
| Kurtosis | 0.028684827 |
| Mean | 7.488 |
| Median Absolute Deviation (MAD) | 2.25 |
| Skewness | 0.35273666 |
| Sum | 374.4 |
| Variance | 10.706792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 7.3 | 3 | 5.9% |
| 9.2 | 3 | 5.9% |
| 7.4 | 3 | 5.9% |
| 8.8 | 2 | 3.9% |
| 4.6 | 2 | 3.9% |
| 5.1 | 2 | 3.9% |
| 11.0 | 2 | 3.9% |
| 4.9 | 1 | 2.0% |
| 3.1 | 1 | 2.0% |
| 5.2 | 1 | 2.0% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 1.0 | 1 | |
| 1.4 | 1 | |
| 2.7 | 1 | |
| 2.9 | 1 | |
| 3.1 | 1 | |
| 4.0 | 1 | |
| 4.2 | 1 | |
| 4.3 | 1 | |
| 4.6 | 2 | |
| 4.7 | 1 |
| Value | Count | Frequency (%) |
| 15.4 | 1 | |
| 15.3 | 1 | |
| 13.7 | 1 | |
| 12.3 | 1 | |
| 11.7 | 1 | |
| 11.5 | 1 | |
| 11.0 | 2 | |
| 10.6 | 1 | |
| 10.2 | 1 | |
| 9.5 | 1 |
보통(%)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 44 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.382353 |
| Minimum | 5.1 |
|---|---|
| Maximum | 44.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 5.1 |
|---|---|
| 5-th percentile | 13.3 |
| Q1 | 18.9 |
| median | 22.8 |
| Q3 | 27.3 |
| 95-th percentile | 36.3 |
| Maximum | 44.3 |
| Range | 39.2 |
| Interquartile range (IQR) | 8.4 |
Descriptive statistics
| Standard deviation | 7.4264313 |
|---|---|
| Coefficient of variation (CV) | 0.31760838 |
| Kurtosis | 1.3153333 |
| Mean | 23.382353 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.53684109 |
| Sum | 1192.5 |
| Variance | 55.151882 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 27.3 | 3 | 5.9% |
| 13.4 | 2 | 3.9% |
| 22.8 | 2 | 3.9% |
| 24.1 | 2 | 3.9% |
| 13.2 | 2 | 3.9% |
| 18.9 | 2 | 3.9% |
| 28.2 | 1 | 2.0% |
| 20.0 | 1 | 2.0% |
| 21.0 | 1 | 2.0% |
| 23.5 | 1 | 2.0% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| 5.1 | 1 | |
| 13.2 | 2 | |
| 13.4 | 2 | |
| 14.0 | 1 | |
| 14.3 | 1 | |
| 15.7 | 1 | |
| 16.4 | 1 | |
| 17.0 | 1 | |
| 17.3 | 1 | |
| 18.7 | 1 |
| Value | Count | Frequency (%) |
| 44.3 | 1 | |
| 43.4 | 1 | |
| 36.9 | 1 | |
| 35.7 | 1 | |
| 34.6 | 1 | |
| 28.9 | 1 | |
| 28.7 | 1 | |
| 28.5 | 1 | |
| 28.3 | 1 | |
| 28.2 | 1 |
다소 자유로움(%)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 47 |
|---|---|
| Distinct (%) | 92.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.315686 |
| Minimum | 15.4 |
|---|---|
| Maximum | 47.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 15.4 |
|---|---|
| 5-th percentile | 18.5 |
| Q1 | 24.45 |
| median | 30 |
| Q3 | 35.3 |
| 95-th percentile | 43.5 |
| Maximum | 47.4 |
| Range | 32 |
| Interquartile range (IQR) | 10.85 |
Descriptive statistics
| Standard deviation | 7.8266052 |
|---|---|
| Coefficient of variation (CV) | 0.25817015 |
| Kurtosis | -0.59388969 |
| Mean | 30.315686 |
| Median Absolute Deviation (MAD) | 5.3 |
| Skewness | 0.21957349 |
| Sum | 1546.1 |
| Variance | 61.255749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 34.8 | 2 | 3.9% |
| 22.6 | 2 | 3.9% |
| 35.3 | 2 | 3.9% |
| 18.5 | 2 | 3.9% |
| 25.6 | 1 | 2.0% |
| 27.3 | 1 | 2.0% |
| 19.0 | 1 | 2.0% |
| 24.0 | 1 | 2.0% |
| 31.7 | 1 | 2.0% |
| 23.5 | 1 | 2.0% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 15.4 | 1 | |
| 17.8 | 1 | |
| 18.5 | 2 | |
| 19.0 | 1 | |
| 20.1 | 1 | |
| 20.9 | 1 | |
| 22.6 | 2 | |
| 22.9 | 1 | |
| 23.5 | 1 | |
| 23.8 | 1 |
| Value | Count | Frequency (%) |
| 47.4 | 1 | |
| 45.9 | 1 | |
| 44.1 | 1 | |
| 42.9 | 1 | |
| 41.7 | 1 | |
| 41.1 | 1 | |
| 39.8 | 1 | |
| 39.3 | 1 | |
| 38.6 | 1 | |
| 38.3 | 1 |
자유로움(%)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 49 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.121569 |
| Minimum | 7.4 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 7.4 |
|---|---|
| 5-th percentile | 12.95 |
| Q1 | 18.55 |
| median | 22.1 |
| Q3 | 28.9 |
| 95-th percentile | 38.8 |
| Maximum | 59.8 |
| Range | 52.4 |
| Interquartile range (IQR) | 10.35 |
Descriptive statistics
| Standard deviation | 9.1491708 |
|---|---|
| Coefficient of variation (CV) | 0.37929419 |
| Kurtosis | 3.4197145 |
| Mean | 24.121569 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 1.3297396 |
| Sum | 1230.2 |
| Variance | 83.707325 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 24.3 | 2 | 3.9% |
| 26.6 | 2 | 3.9% |
| 19.9 | 1 | 2.0% |
| 34.0 | 1 | 2.0% |
| 41.0 | 1 | 2.0% |
| 15.8 | 1 | 2.0% |
| 22.3 | 1 | 2.0% |
| 24.9 | 1 | 2.0% |
| 17.8 | 1 | 2.0% |
| 40.0 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 7.4 | 1 | |
| 11.8 | 1 | |
| 12.2 | 1 | |
| 13.7 | 1 | |
| 13.8 | 1 | |
| 14.1 | 1 | |
| 15.6 | 1 | |
| 15.8 | 1 | |
| 16.9 | 1 | |
| 17.3 | 1 |
| Value | Count | Frequency (%) |
| 59.8 | 1 | |
| 41.0 | 1 | |
| 40.0 | 1 | |
| 37.6 | 1 | |
| 37.3 | 1 | |
| 36.6 | 1 | |
| 34.0 | 1 | |
| 32.2 | 1 | |
| 31.3 | 1 | |
| 30.9 | 1 |
매우 자유로움(%)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 44 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.194118 |
| Minimum | 1 |
|---|---|
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 591.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.7 |
| Q1 | 6.2 |
| median | 8.4 |
| Q3 | 16.45 |
| 95-th percentile | 24.5 |
| Maximum | 29.8 |
| Range | 28.8 |
| Interquartile range (IQR) | 10.25 |
Descriptive statistics
| Standard deviation | 7.016193 |
|---|---|
| Coefficient of variation (CV) | 0.626775 |
| Kurtosis | -0.062202938 |
| Mean | 11.194118 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 0.85556781 |
| Sum | 570.9 |
| Variance | 49.226965 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 9.7 | 2 | 3.9% |
| 7.4 | 2 | 3.9% |
| 6.2 | 2 | 3.9% |
| 2.6 | 2 | 3.9% |
| 8.3 | 2 | 3.9% |
| 24.5 | 2 | 3.9% |
| 2.8 | 2 | 3.9% |
| 6.0 | 1 | 2.0% |
| 6.6 | 1 | 2.0% |
| 17.7 | 1 | 2.0% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| 1.0 | 1 | |
| 2.6 | 2 | |
| 2.8 | 2 | |
| 3.4 | 1 | |
| 4.7 | 1 | |
| 5.5 | 1 | |
| 5.6 | 1 | |
| 5.9 | 1 | |
| 6.0 | 1 | |
| 6.1 | 1 |
| Value | Count | Frequency (%) |
| 29.8 | 1 | |
| 27.3 | 1 | |
| 24.5 | 2 | |
| 21.7 | 1 | |
| 20.5 | 1 | |
| 20.4 | 1 | |
| 18.8 | 1 | |
| 18.5 | 1 | |
| 18.0 | 1 | |
| 17.7 | 1 |
| 기준 연도 | 시도 | 표본 수(명) | 전혀 자유롭지 않음(%) | 자유롭지 않음(%) | 다소 자유롭지 않음(%) | 보통(%) | 다소 자유로움(%) | 자유로움(%) | 매우 자유로움(%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 기준 연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.261 | 0.393 | 0.325 | 0.000 | 0.152 | 0.317 |
| 시도 | 0.000 | 1.000 | 0.841 | 0.459 | 0.622 | 0.188 | 0.000 | 0.370 | 0.000 | 0.381 |
| 표본 수(명) | 0.000 | 0.841 | 1.000 | 0.199 | 0.160 | 0.000 | 0.000 | 0.412 | 0.000 | 0.000 |
| 전혀 자유롭지 않음(%) | 0.000 | 0.459 | 0.199 | 1.000 | 0.622 | 0.480 | 0.737 | 0.568 | 0.460 | 0.000 |
| 자유롭지 않음(%) | 0.261 | 0.622 | 0.160 | 0.622 | 1.000 | 0.000 | 0.619 | 0.220 | 0.668 | 0.327 |
| 다소 자유롭지 않음(%) | 0.393 | 0.188 | 0.000 | 0.480 | 0.000 | 1.000 | 0.000 | 0.000 | 0.585 | 0.000 |
| 보통(%) | 0.325 | 0.000 | 0.000 | 0.737 | 0.619 | 0.000 | 1.000 | 0.379 | 0.774 | 0.474 |
| 다소 자유로움(%) | 0.000 | 0.370 | 0.412 | 0.568 | 0.220 | 0.000 | 0.379 | 1.000 | 0.406 | 0.256 |
| 자유로움(%) | 0.152 | 0.000 | 0.000 | 0.460 | 0.668 | 0.585 | 0.774 | 0.406 | 1.000 | 0.000 |
| 매우 자유로움(%) | 0.317 | 0.381 | 0.000 | 0.000 | 0.327 | 0.000 | 0.474 | 0.256 | 0.000 | 1.000 |
| 기준 연도 | 시도 | |
|---|---|---|
| 기준 연도 | 1.000 | 0.000 |
| 시도 | 0.000 | 1.000 |
| 표본 수(명) | 전혀 자유롭지 않음(%) | 자유롭지 않음(%) | 다소 자유롭지 않음(%) | 보통(%) | 다소 자유로움(%) | 자유로움(%) | 매우 자유로움(%) | 기준 연도 | 시도 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 표본 수(명) | 1.000 | -0.169 | 0.040 | 0.106 | -0.064 | 0.192 | 0.191 | -0.114 | 0.000 | 0.511 |
| 전혀 자유롭지 않음(%) | -0.169 | 1.000 | 0.641 | 0.120 | 0.197 | -0.723 | -0.233 | 0.213 | 0.186 | 0.147 |
| 자유롭지 않음(%) | 0.040 | 0.641 | 1.000 | 0.089 | 0.201 | -0.309 | -0.306 | -0.018 | 0.152 | 0.268 |
| 다소 자유롭지 않음(%) | 0.106 | 0.120 | 0.089 | 1.000 | 0.281 | -0.139 | -0.403 | -0.160 | 0.230 | 0.000 |
| 보통(%) | -0.064 | 0.197 | 0.201 | 0.281 | 1.000 | -0.116 | -0.741 | -0.191 | 0.130 | 0.000 |
| 다소 자유로움(%) | 0.192 | -0.723 | -0.309 | -0.139 | -0.116 | 1.000 | 0.022 | -0.533 | 0.000 | 0.035 |
| 자유로움(%) | 0.191 | -0.233 | -0.306 | -0.403 | -0.741 | 0.022 | 1.000 | -0.043 | 0.075 | 0.000 |
| 매우 자유로움(%) | -0.114 | 0.213 | -0.018 | -0.160 | -0.191 | -0.533 | -0.043 | 1.000 | 0.175 | 0.116 |
| 기준 연도 | 0.000 | 0.186 | 0.152 | 0.230 | 0.130 | 0.000 | 0.075 | 0.175 | 1.000 | 0.000 |
| 시도 | 0.511 | 0.147 | 0.268 | 0.000 | 0.000 | 0.035 | 0.000 | 0.116 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 기준 연도 | 시도 | 표본 수(명) | 전혀 자유롭지 않음(%) | 자유롭지 않음(%) | 다소 자유롭지 않음(%) | 보통(%) | 다소 자유로움(%) | 자유로움(%) | 매우 자유로움(%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018 | 서울 | 1220 | 1.2 | 1.8 | 8.6 | 26.3 | 32.0 | 19.9 | 10.2 |
| 1 | 2018 | 부산 | 734 | <NA> | 1.1 | 9.2 | 21.1 | 28.6 | 29.9 | 10.0 |
| 2 | 2018 | 대구 | 638 | 0.2 | 1.5 | 6.7 | 22.4 | 42.9 | 19.6 | 6.8 |
| 3 | 2018 | 인천 | 637 | 1.3 | 2.6 | 15.3 | 27.3 | 26.3 | 19.4 | 7.8 |
| 4 | 2018 | 광주 | 475 | <NA> | 2.2 | 13.7 | 24.6 | 30.0 | 17.3 | 12.3 |
| 5 | 2018 | 대전 | 493 | <NA> | 1.8 | 4.6 | 27.3 | 38.3 | 25.3 | 2.8 |
| 6 | 2018 | 울산 | 425 | <NA> | 0.1 | 10.6 | 24.0 | 25.7 | 20.8 | 18.8 |
| 7 | 2018 | 세종 | 189 | 1.4 | 2.7 | 15.4 | 26.8 | 23.8 | 24.1 | 5.9 |
| 8 | 2018 | 경기 | 1325 | 0.7 | 3.2 | 12.3 | 18.7 | 35.3 | 23.2 | 6.5 |
| 9 | 2018 | 강원 | 478 | 5.2 | 6.6 | 8.1 | 44.3 | 20.9 | 7.4 | 7.5 |
| 기준 연도 | 시도 | 표본 수(명) | 전혀 자유롭지 않음(%) | 자유롭지 않음(%) | 다소 자유롭지 않음(%) | 보통(%) | 다소 자유로움(%) | 자유로움(%) | 매우 자유로움(%) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 2020 | 세종 | 61 | 2.9 | 3.9 | 5.1 | 5.1 | 18.5 | 59.8 | 4.7 |
| 42 | 2020 | 경기 | 2408 | 1.1 | 3.9 | 5.0 | 20.9 | 30.1 | 30.8 | 8.3 |
| 43 | 2020 | 강원 | 320 | 1.1 | 2.5 | 9.2 | 28.5 | 22.6 | 15.6 | 20.5 |
| 44 | 2020 | 충북 | 321 | <NA> | 0.6 | 1.0 | 15.7 | 29.8 | 37.6 | 15.2 |
| 45 | 2020 | 충남 | 430 | <NA> | 2.4 | 2.7 | 28.3 | 39.3 | 21.4 | 6.0 |
| 46 | 2020 | 전북 | 375 | 1.0 | 1.3 | 4.0 | 22.8 | 31.1 | 31.3 | 8.4 |
| 47 | 2020 | 전남 | 360 | 1.1 | 3.7 | 7.4 | 14.0 | 17.8 | 28.6 | 27.3 |
| 48 | 2020 | 경북 | 557 | 1.0 | 6.8 | 5.1 | 13.4 | 28.1 | 27.8 | 17.7 |
| 49 | 2020 | 경남 | 660 | 1.4 | 4.3 | 4.2 | 28.7 | 18.5 | 18.4 | 24.5 |
| 50 | 2020 | 제주 | 120 | <NA> | 6.5 | 9.5 | 43.4 | 22.6 | 11.8 | 6.2 |