Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 36 |
| Missing cells | 1 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.9 KiB |
| Average record size in memory | 82.7 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 1 |
| Numeric | 7 |
Dataset
| Description | 경남도내 18개 시·군 환경오염신고 내용조사결과 현황을 제공합니다.(행정처분, 개선권고, 자동차매연, 위반사실 미발견, 개인이해 및 허위신고 등) |
|---|---|
| Author | 경상남도 |
| URL | https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15047241 |
계 is highly overall correlated with 행정처분 and 2 other fields | High correlation |
행정처분 is highly overall correlated with 계 and 3 other fields | High correlation |
개선권고개수 is highly overall correlated with 계 and 2 other fields | High correlation |
위반사실미발견 is highly overall correlated with 계 and 2 other fields | High correlation |
순수고발 is highly overall correlated with 행정처분 | High correlation |
행정처분 has 1 (2.8%) missing values | Missing |
개선권고개수 has 1 (2.8%) zeros | Zeros |
위반사실미발견 has 2 (5.6%) zeros | Zeros |
개인이해 has 11 (30.6%) zeros | Zeros |
허위신고 has 28 (77.8%) zeros | Zeros |
순수고발 has 9 (25.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 23:28:11.071546 |
|---|---|
| Analysis finished | 2023-12-10 23:28:15.728862 |
| Duration | 4.66 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분
Text
| Distinct | 18 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 420.0 B |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 108 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 창원시 |
|---|---|
| 2nd row | 창원시 |
| 3rd row | 진주시 |
| 4th row | 진주시 |
| 5th row | 통영시 |
| Value | Count | Frequency (%) |
| 창원시 | 2 | 5.6% |
| 진주시 | 2 | 5.6% |
| 거창군 | 2 | 5.6% |
| 함양군 | 2 | 5.6% |
| 산청군 | 2 | 5.6% |
| 하동군 | 2 | 5.6% |
| 남해군 | 2 | 5.6% |
| 고성군 | 2 | 5.6% |
| 창녕군 | 2 | 5.6% |
| 함안군 | 2 | 5.6% |
| Other values (8) | 16 |
Most occurring characters
| Value | Count | Frequency (%) |
| 군 | 20 | |
| 시 | 16 | |
| 창 | 6 | 5.6% |
| 양 | 6 | 5.6% |
| 산 | 4 | 3.7% |
| 거 | 4 | 3.7% |
| 해 | 4 | 3.7% |
| 천 | 4 | 3.7% |
| 함 | 4 | 3.7% |
| 성 | 2 | 1.9% |
| Other values (19) | 38 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 108 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 군 | 20 | |
| 시 | 16 | |
| 창 | 6 | 5.6% |
| 양 | 6 | 5.6% |
| 산 | 4 | 3.7% |
| 거 | 4 | 3.7% |
| 해 | 4 | 3.7% |
| 천 | 4 | 3.7% |
| 함 | 4 | 3.7% |
| 성 | 2 | 1.9% |
| Other values (19) | 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 108 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 군 | 20 | |
| 시 | 16 | |
| 창 | 6 | 5.6% |
| 양 | 6 | 5.6% |
| 산 | 4 | 3.7% |
| 거 | 4 | 3.7% |
| 해 | 4 | 3.7% |
| 천 | 4 | 3.7% |
| 함 | 4 | 3.7% |
| 성 | 2 | 1.9% |
| Other values (19) | 38 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 108 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 군 | 20 | |
| 시 | 16 | |
| 창 | 6 | 5.6% |
| 양 | 6 | 5.6% |
| 산 | 4 | 3.7% |
| 거 | 4 | 3.7% |
| 해 | 4 | 3.7% |
| 천 | 4 | 3.7% |
| 함 | 4 | 3.7% |
| 성 | 2 | 1.9% |
| Other values (19) | 38 |
연도
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 420.0 B |
| 2020년도 상반기 | |
|---|---|
| 2020년도 하반기 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020년도 상반기 |
|---|---|
| 2nd row | 2020년도 하반기 |
| 3rd row | 2020년도 상반기 |
| 4th row | 2020년도 하반기 |
| 5th row | 2020년도 상반기 |
Common Values
| Value | Count | Frequency (%) |
| 2020년도 상반기 | 18 | |
| 2020년도 하반기 | 18 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2020년도 | 36 | |
| 상반기 | 18 | |
| 하반기 | 18 |
계
Real number (ℝ)
HIGH CORRELATION
| Distinct | 35 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 639.77778 |
| Minimum | 4 |
|---|---|
| Maximum | 4201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 33.5 |
| Q1 | 84 |
| median | 213 |
| Q3 | 542.25 |
| 95-th percentile | 3020.25 |
| Maximum | 4201 |
| Range | 4197 |
| Interquartile range (IQR) | 458.25 |
Descriptive statistics
| Standard deviation | 995.71947 |
|---|---|
| Coefficient of variation (CV) | 1.5563521 |
| Kurtosis | 4.9501936 |
| Mean | 639.77778 |
| Median Absolute Deviation (MAD) | 170 |
| Skewness | 2.3216494 |
| Sum | 23032 |
| Variance | 991457.26 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 43 | 2 | 5.6% |
| 2089 | 1 | 2.8% |
| 40 | 1 | 2.8% |
| 200 | 1 | 2.8% |
| 193 | 1 | 2.8% |
| 165 | 1 | 2.8% |
| 302 | 1 | 2.8% |
| 4 | 1 | 2.8% |
| 81 | 1 | 2.8% |
| 48 | 1 | 2.8% |
| Other values (25) | 25 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 20 | 1 | |
| 38 | 1 | |
| 40 | 1 | |
| 43 | 2 | |
| 48 | 1 | |
| 80 | 1 | |
| 81 | 1 | |
| 85 | 1 | |
| 132 | 1 |
| Value | Count | Frequency (%) |
| 4201 | 1 | |
| 3114 | 1 | |
| 2989 | 1 | |
| 2089 | 1 | |
| 2000 | 1 | |
| 1049 | 1 | |
| 929 | 1 | |
| 926 | 1 | |
| 717 | 1 | |
| 484 | 1 |
행정처분
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 27 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 1 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.885714 |
| Minimum | 2 |
|---|---|
| Maximum | 424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 17 |
| median | 39 |
| Q3 | 76 |
| 95-th percentile | 242.2 |
| Maximum | 424 |
| Range | 422 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 93.196116 |
|---|---|
| Coefficient of variation (CV) | 1.3335503 |
| Kurtosis | 6.6837613 |
| Mean | 69.885714 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 2.4758461 |
| Sum | 2446 |
| Variance | 8685.516 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 17 | 4 | 11.1% |
| 4 | 3 | 8.3% |
| 71 | 3 | 8.3% |
| 2 | 2 | 5.6% |
| 118 | 1 | 2.8% |
| 158 | 1 | 2.8% |
| 23 | 1 | 2.8% |
| 21 | 1 | 2.8% |
| 10 | 1 | 2.8% |
| 14 | 1 | 2.8% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 2 | 2 | |
| 4 | 3 | |
| 5 | 1 | 2.8% |
| 10 | 1 | 2.8% |
| 14 | 1 | 2.8% |
| 17 | 4 | |
| 20 | 1 | 2.8% |
| 21 | 1 | 2.8% |
| 23 | 1 | 2.8% |
| 25 | 1 | 2.8% |
| Value | Count | Frequency (%) |
| 424 | 1 | 2.8% |
| 336 | 1 | 2.8% |
| 202 | 1 | 2.8% |
| 174 | 1 | 2.8% |
| 158 | 1 | 2.8% |
| 118 | 1 | 2.8% |
| 108 | 1 | 2.8% |
| 102 | 1 | 2.8% |
| 81 | 1 | 2.8% |
| 71 | 3 |
개선권고개수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 32 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 198.66667 |
| Minimum | 0 |
|---|---|
| Maximum | 2158 |
| Zeros | 1 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.75 |
| Q1 | 9.75 |
| median | 46.5 |
| Q3 | 96.25 |
| 95-th percentile | 1049.25 |
| Maximum | 2158 |
| Range | 2158 |
| Interquartile range (IQR) | 86.5 |
Descriptive statistics
| Standard deviation | 451.91238 |
|---|---|
| Coefficient of variation (CV) | 2.2747267 |
| Kurtosis | 11.390484 |
| Mean | 198.66667 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 3.3209573 |
| Sum | 7152 |
| Variance | 204224.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 10 | 3 | 8.3% |
| 6 | 2 | 5.6% |
| 56 | 2 | 5.6% |
| 1509 | 1 | 2.8% |
| 14 | 1 | 2.8% |
| 37 | 1 | 2.8% |
| 26 | 1 | 2.8% |
| 62 | 1 | 2.8% |
| 8 | 1 | 2.8% |
| 9 | 1 | 2.8% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 0 | 1 | 2.8% |
| 2 | 1 | 2.8% |
| 3 | 1 | 2.8% |
| 5 | 1 | 2.8% |
| 6 | 2 | |
| 7 | 1 | 2.8% |
| 8 | 1 | 2.8% |
| 9 | 1 | 2.8% |
| 10 | 3 | |
| 11 | 1 | 2.8% |
| Value | Count | Frequency (%) |
| 2158 | 1 | |
| 1509 | 1 | |
| 896 | 1 | |
| 740 | 1 | |
| 320 | 1 | |
| 254 | 1 | |
| 180 | 1 | |
| 151 | 1 | |
| 118 | 1 | |
| 89 | 1 |
위반사실미발견
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 357.38889 |
| Minimum | 0 |
|---|---|
| Maximum | 2760 |
| Zeros | 2 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.25 |
| Q1 | 37.25 |
| median | 107 |
| Q3 | 238 |
| 95-th percentile | 1970 |
| Maximum | 2760 |
| Range | 2760 |
| Interquartile range (IQR) | 200.75 |
Descriptive statistics
| Standard deviation | 673.89691 |
|---|---|
| Coefficient of variation (CV) | 1.8856124 |
| Kurtosis | 7.4096911 |
| Mean | 357.38889 |
| Median Absolute Deviation (MAD) | 88.5 |
| Skewness | 2.7941716 |
| Sum | 12866 |
| Variance | 454137.04 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 38 | 2 | 5.6% |
| 0 | 2 | 5.6% |
| 987 | 1 | 2.8% |
| 17 | 1 | 2.8% |
| 104 | 1 | 2.8% |
| 35 | 1 | 2.8% |
| 113 | 1 | 2.8% |
| 118 | 1 | 2.8% |
| 15 | 1 | 2.8% |
| 18 | 1 | 2.8% |
| Other values (24) | 24 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 11 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 27 | 1 | |
| 35 | 1 | |
| 38 | 2 | |
| 44 | 1 |
| Value | Count | Frequency (%) |
| 2760 | 1 | |
| 2648 | 1 | |
| 1744 | 1 | |
| 987 | 1 | |
| 797 | 1 | |
| 713 | 1 | |
| 515 | 1 | |
| 293 | 1 | |
| 253 | 1 | |
| 233 | 1 |
개인이해
Real number (ℝ)
ZEROS
| Distinct | 23 |
|---|---|
| Distinct (%) | 63.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.138889 |
| Minimum | 0 |
|---|---|
| Maximum | 755 |
| Zeros | 11 |
| Zeros (%) | 30.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11 |
| Q3 | 53 |
| 95-th percentile | 237 |
| Maximum | 755 |
| Range | 755 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 142.03021 |
|---|---|
| Coefficient of variation (CV) | 2.3230747 |
| Kurtosis | 17.556617 |
| Mean | 61.138889 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.0157996 |
| Sum | 2201 |
| Variance | 20172.58 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 4 | 2 | 5.6% |
| 32 | 2 | 5.6% |
| 10 | 2 | 5.6% |
| 71 | 1 | 2.8% |
| 25 | 1 | 2.8% |
| 46 | 1 | 2.8% |
| 62 | 1 | 2.8% |
| 2 | 1 | 2.8% |
| 30 | 1 | 2.8% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 1 | 2.8% |
| 2 | 1 | 2.8% |
| 4 | 2 | 5.6% |
| 7 | 1 | 2.8% |
| 10 | 2 | 5.6% |
| 12 | 1 | 2.8% |
| 20 | 1 | 2.8% |
| 25 | 1 | 2.8% |
| 30 | 1 | 2.8% |
| Value | Count | Frequency (%) |
| 755 | 1 | |
| 426 | 1 | |
| 174 | 1 | |
| 121 | 1 | |
| 108 | 1 | |
| 86 | 1 | |
| 77 | 1 | |
| 71 | 1 | |
| 62 | 1 | |
| 50 | 1 |
허위신고
Real number (ℝ)
ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4722222 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 28 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15.25 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.7182015 |
|---|---|
| Coefficient of variation (CV) | 3.1219692 |
| Kurtosis | 17.200367 |
| Mean | 2.4722222 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0172788 |
| Sum | 89 |
| Variance | 59.570635 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 5.6% |
| 13 | 1 | 2.8% |
| 22 | 1 | 2.8% |
| 40 | 1 | 2.8% |
| 4 | 1 | 2.8% |
| 5 | 1 | 2.8% |
| 3 | 1 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 5.6% |
| 3 | 1 | 2.8% |
| 4 | 1 | 2.8% |
| 5 | 1 | 2.8% |
| 13 | 1 | 2.8% |
| 22 | 1 | 2.8% |
| 40 | 1 | 2.8% |
| Value | Count | Frequency (%) |
| 40 | 1 | 2.8% |
| 22 | 1 | 2.8% |
| 13 | 1 | 2.8% |
| 5 | 1 | 2.8% |
| 4 | 1 | 2.8% |
| 3 | 1 | 2.8% |
| 1 | 2 | 5.6% |
| 0 | 28 |
순수고발
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5 |
| Minimum | 0 |
|---|---|
| Maximum | 103 |
| Zeros | 9 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 456.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.75 |
| median | 4 |
| Q3 | 11 |
| 95-th percentile | 26.5 |
| Maximum | 103 |
| Range | 103 |
| Interquartile range (IQR) | 10.25 |
Descriptive statistics
| Standard deviation | 17.86377 |
|---|---|
| Coefficient of variation (CV) | 1.8803969 |
| Kurtosis | 22.315546 |
| Mean | 9.5 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.36388 |
| Sum | 342 |
| Variance | 319.11429 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 3 | 4 | |
| 4 | 3 | 8.3% |
| 1 | 3 | 8.3% |
| 16 | 2 | 5.6% |
| 10 | 2 | 5.6% |
| 5 | 2 | 5.6% |
| 11 | 2 | 5.6% |
| 7 | 1 | 2.8% |
| 31 | 1 | 2.8% |
| Other values (7) | 7 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 3 | 8.3% |
| 2 | 1 | 2.8% |
| 3 | 4 | |
| 4 | 3 | 8.3% |
| 5 | 2 | 5.6% |
| 7 | 1 | 2.8% |
| 9 | 1 | 2.8% |
| 10 | 2 | 5.6% |
| 11 | 2 | 5.6% |
| Value | Count | Frequency (%) |
| 103 | 1 | |
| 31 | 1 | |
| 25 | 1 | |
| 21 | 1 | |
| 19 | 1 | |
| 16 | 2 | |
| 14 | 1 | |
| 11 | 2 | |
| 10 | 2 | |
| 9 | 1 |
| 구분 | 연도 | 계 | 행정처분 | 개선권고개수 | 위반사실미발견 | 개인이해 | 허위신고 | 순수고발 | |
|---|---|---|---|---|---|---|---|---|---|
| 구분 | 1.000 | 0.000 | 0.867 | 0.578 | 0.818 | 0.924 | 0.603 | 0.771 | 0.688 |
| 연도 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.000 | 0.000 |
| 계 | 0.867 | 0.000 | 1.000 | 0.857 | 0.964 | 0.950 | 0.739 | 0.667 | 0.633 |
| 행정처분 | 0.578 | 0.000 | 0.857 | 1.000 | 0.763 | 0.819 | 0.568 | 0.705 | 0.676 |
| 개선권고개수 | 0.818 | 0.000 | 0.964 | 0.763 | 1.000 | 0.897 | 0.773 | 0.500 | 0.610 |
| 위반사실미발견 | 0.924 | 0.000 | 0.950 | 0.819 | 0.897 | 1.000 | 0.491 | 0.500 | 0.487 |
| 개인이해 | 0.603 | 0.080 | 0.739 | 0.568 | 0.773 | 0.491 | 1.000 | 0.783 | 0.824 |
| 허위신고 | 0.771 | 0.000 | 0.667 | 0.705 | 0.500 | 0.500 | 0.783 | 1.000 | 0.925 |
| 순수고발 | 0.688 | 0.000 | 0.633 | 0.676 | 0.610 | 0.487 | 0.824 | 0.925 | 1.000 |
| 계 | 행정처분 | 개선권고개수 | 위반사실미발견 | 개인이해 | 허위신고 | 순수고발 | 연도 | |
|---|---|---|---|---|---|---|---|---|
| 계 | 1.000 | 0.864 | 0.821 | 0.889 | 0.338 | 0.280 | 0.489 | 0.000 |
| 행정처분 | 0.864 | 1.000 | 0.684 | 0.771 | 0.099 | 0.276 | 0.523 | 0.000 |
| 개선권고개수 | 0.821 | 0.684 | 1.000 | 0.576 | 0.404 | 0.149 | 0.364 | 0.000 |
| 위반사실미발견 | 0.889 | 0.771 | 0.576 | 1.000 | 0.161 | 0.283 | 0.440 | 0.000 |
| 개인이해 | 0.338 | 0.099 | 0.404 | 0.161 | 1.000 | 0.388 | 0.498 | 0.075 |
| 허위신고 | 0.280 | 0.276 | 0.149 | 0.283 | 0.388 | 1.000 | 0.478 | 0.000 |
| 순수고발 | 0.489 | 0.523 | 0.364 | 0.440 | 0.498 | 0.478 | 1.000 | 0.000 |
| 연도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.075 | 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.
| 구분 | 연도 | 계 | 행정처분 | 개선권고개수 | 위반사실미발견 | 개인이해 | 허위신고 | 순수고발 | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 창원시 | 2020년도 상반기 | 2089 | 118 | 1509 | 987 | 50 | 0 | 14 |
| 1 | 창원시 | 2020년도 하반기 | 3114 | 71 | 2158 | 515 | 755 | 0 | 11 |
| 2 | 진주시 | 2020년도 상반기 | 484 | 45 | 320 | 160 | 1 | 0 | 0 |
| 3 | 진주시 | 2020년도 하반기 | 717 | 424 | 254 | 65 | 7 | 0 | 9 |
| 4 | 통영시 | 2020년도 상반기 | 204 | 5 | 118 | 38 | 86 | 0 | 3 |
| 5 | 통영시 | 2020년도 하반기 | 231 | 17 | 89 | 44 | 121 | 0 | 10 |
| 6 | 사천시 | 2020년도 상반기 | 222 | 44 | 30 | 110 | 32 | 13 | 10 |
| 7 | 사천시 | 2020년도 하반기 | 321 | 63 | 2 | 253 | 0 | 0 | 5 |
| 8 | 김해시 | 2020년도 상반기 | 2989 | 202 | 151 | 2648 | 20 | 22 | 25 |
| 9 | 김해시 | 2020년도 하반기 | 4201 | 336 | 740 | 2760 | 426 | 40 | 103 |
| 구분 | 연도 | 계 | 행정처분 | 개선권고개수 | 위반사실미발견 | 개인이해 | 허위신고 | 순수고발 | |
|---|---|---|---|---|---|---|---|---|---|
| 26 | 하동군 | 2020년도 상반기 | 40 | 14 | 9 | 17 | 0 | 0 | 5 |
| 27 | 하동군 | 2020년도 하반기 | 48 | 4 | 6 | 38 | 0 | 0 | 0 |
| 28 | 산청군 | 2020년도 상반기 | 20 | 17 | 3 | 0 | 0 | 0 | 0 |
| 29 | 산청군 | 2020년도 하반기 | 38 | 10 | 10 | 18 | 2 | 0 | 0 |
| 30 | 함양군 | 2020년도 상반기 | 43 | 4 | 12 | 27 | 0 | 0 | 0 |
| 31 | 함양군 | 2020년도 하반기 | 80 | 2 | 5 | 45 | 32 | 0 | 0 |
| 32 | 거창군 | 2020년도 상반기 | 43 | 21 | 6 | 19 | 0 | 0 | 0 |
| 33 | 거창군 | 2020년도 하반기 | 85 | 4 | 10 | 11 | 62 | 3 | 4 |
| 34 | 합천군 | 2020년도 상반기 | 151 | 23 | 7 | 72 | 46 | 1 | 7 |
| 35 | 합천군 | 2020년도 하반기 | 149 | 17 | 11 | 95 | 25 | 0 | 3 |