Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 25 |
| Missing cells | 90 |
| Missing cells (%) | 45.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | 4.0% |
| Total size in memory | 1.9 KiB |
| Average record size in memory | 76.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 7 |
Dataset
| Description | ○ 충남도내(15시·군) 민생6대분야(원산지, 식품위생, 축산물위생, 공중위생, 청소년, 환경)단속대상 업소수 현황임 |
|---|---|
| Author | 충청남도 |
| URL | https://www.data.go.kr/data/15019413/fileData.do |
| Dataset has 1 (4.0%) duplicate rows | Duplicates |
총 계 is highly overall correlated with 원산지식품위생 and 3 other fields | High correlation |
원산지식품위생 is highly overall correlated with 총 계 and 3 other fields | High correlation |
식품위생 is highly overall correlated with 총 계 and 2 other fields | High correlation |
축산물위생 is highly overall correlated with 총 계 and 2 other fields | High correlation |
청소년 is highly overall correlated with 총 계 and 1 other fields | High correlation |
시 군 has 10 (40.0%) missing values | Missing |
총 계 has 10 (40.0%) missing values | Missing |
원산지식품위생 has 11 (44.0%) missing values | Missing |
식품위생 has 10 (40.0%) missing values | Missing |
축산물위생 has 12 (48.0%) missing values | Missing |
환 경 has 11 (44.0%) missing values | Missing |
공중위생 has 13 (52.0%) missing values | Missing |
청소년 has 13 (52.0%) missing values | Missing |
Reproduction
| Analysis started | 2024-04-06 08:18:23.340001 |
|---|---|
| Analysis finished | 2024-04-06 08:18:34.180472 |
| Duration | 10.84 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
시 군
Text
MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 10 |
| Missing (%) | 40.0% |
| Memory size | 332.0 B |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 45 |
|---|---|
| Distinct characters | 25 |
| 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 | 15 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 천안시 |
|---|---|
| 2nd row | 공주시 |
| 3rd row | 보령시 |
| 4th row | 아산시 |
| 5th row | 서산시 |
| Value | Count | Frequency (%) |
| 천안시 | 1 | 6.7% |
| 공주시 | 1 | 6.7% |
| 보령시 | 1 | 6.7% |
| 아산시 | 1 | 6.7% |
| 서산시 | 1 | 6.7% |
| 논산시 | 1 | 6.7% |
| 계룡시 | 1 | 6.7% |
| 당진시 | 1 | 6.7% |
| 금산군 | 1 | 6.7% |
| 부여군 | 1 | 6.7% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 8 | |
| 군 | 7 | |
| 산 | 5 | 11.1% |
| 천 | 2 | 4.4% |
| 서 | 2 | 4.4% |
| 안 | 2 | 4.4% |
| 금 | 1 | 2.2% |
| 예 | 1 | 2.2% |
| 성 | 1 | 2.2% |
| 홍 | 1 | 2.2% |
| Other values (15) | 15 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 45 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 8 | |
| 군 | 7 | |
| 산 | 5 | 11.1% |
| 천 | 2 | 4.4% |
| 서 | 2 | 4.4% |
| 안 | 2 | 4.4% |
| 금 | 1 | 2.2% |
| 예 | 1 | 2.2% |
| 성 | 1 | 2.2% |
| 홍 | 1 | 2.2% |
| Other values (15) | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 45 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 8 | |
| 군 | 7 | |
| 산 | 5 | 11.1% |
| 천 | 2 | 4.4% |
| 서 | 2 | 4.4% |
| 안 | 2 | 4.4% |
| 금 | 1 | 2.2% |
| 예 | 1 | 2.2% |
| 성 | 1 | 2.2% |
| 홍 | 1 | 2.2% |
| Other values (15) | 15 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 45 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 8 | |
| 군 | 7 | |
| 산 | 5 | 11.1% |
| 천 | 2 | 4.4% |
| 서 | 2 | 4.4% |
| 안 | 2 | 4.4% |
| 금 | 1 | 2.2% |
| 예 | 1 | 2.2% |
| 성 | 1 | 2.2% |
| 홍 | 1 | 2.2% |
| Other values (15) | 15 |
총 계
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 10 |
| Missing (%) | 40.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 349.53333 |
| Minimum | 68 |
|---|---|
| Maximum | 1148 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 68 |
|---|---|
| 5-th percentile | 82.7 |
| Q1 | 135 |
| median | 265 |
| Q3 | 427.5 |
| 95-th percentile | 939.4 |
| Maximum | 1148 |
| Range | 1080 |
| Interquartile range (IQR) | 292.5 |
Descriptive statistics
| Standard deviation | 306.76395 |
|---|---|
| Coefficient of variation (CV) | 0.87763863 |
| Kurtosis | 2.3367139 |
| Mean | 349.53333 |
| Median Absolute Deviation (MAD) | 147 |
| Skewness | 1.6335437 |
| Sum | 5243 |
| Variance | 94104.124 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 850 | 1 | 4.0% |
| 265 | 1 | 4.0% |
| 325 | 1 | 4.0% |
| 530 | 1 | 4.0% |
| 574 | 1 | 4.0% |
| 294 | 1 | 4.0% |
| 89 | 1 | 4.0% |
| 256 | 1 | 4.0% |
| 118 | 1 | 4.0% |
| 111 | 1 | 4.0% |
| Other values (5) | 5 | |
| (Missing) | 10 |
| Value | Count | Frequency (%) |
| 68 | 1 | |
| 89 | 1 | |
| 111 | 1 | |
| 118 | 1 | |
| 152 | 1 | |
| 197 | 1 | |
| 256 | 1 | |
| 265 | 1 | |
| 266 | 1 | |
| 294 | 1 |
| Value | Count | Frequency (%) |
| 1148 | 1 | |
| 850 | 1 | |
| 574 | 1 | |
| 530 | 1 | |
| 325 | 1 | |
| 294 | 1 | |
| 266 | 1 | |
| 265 | 1 | |
| 256 | 1 | |
| 197 | 1 |
원산지식품위생
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 11 |
| Missing (%) | 44.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.857143 |
| Minimum | 4 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5.3 |
| Q1 | 18.5 |
| median | 49 |
| Q3 | 89.5 |
| 95-th percentile | 238.15 |
| Maximum | 400 |
| Range | 396 |
| Interquartile range (IQR) | 71 |
Descriptive statistics
| Standard deviation | 103.22407 |
|---|---|
| Coefficient of variation (CV) | 1.3090009 |
| Kurtosis | 7.7878788 |
| Mean | 78.857143 |
| Median Absolute Deviation (MAD) | 37.5 |
| Skewness | 2.6073893 |
| Sum | 1104 |
| Variance | 10655.209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 49 | 2 | 8.0% |
| 6 | 2 | 8.0% |
| 97 | 1 | 4.0% |
| 58 | 1 | 4.0% |
| 134 | 1 | 4.0% |
| 151 | 1 | 4.0% |
| 67 | 1 | 4.0% |
| 4 | 1 | 4.0% |
| 43 | 1 | 4.0% |
| 17 | 1 | 4.0% |
| Other values (2) | 2 | 8.0% |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 6 | 2 | |
| 17 | 1 | |
| 23 | 1 | |
| 43 | 1 | |
| 49 | 2 | |
| 58 | 1 | |
| 67 | 1 | |
| 97 | 1 | |
| 134 | 1 |
| Value | Count | Frequency (%) |
| 400 | 1 | |
| 151 | 1 | |
| 134 | 1 | |
| 97 | 1 | |
| 67 | 1 | |
| 58 | 1 | |
| 49 | 2 | |
| 43 | 1 | |
| 23 | 1 | |
| 17 | 1 |
식품위생
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 10 |
| Missing (%) | 40.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.93333 |
| Minimum | 17 |
|---|---|
| Maximum | 426 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 20.5 |
| Q1 | 54 |
| median | 98 |
| Q3 | 184.5 |
| 95-th percentile | 401.5 |
| Maximum | 426 |
| Range | 409 |
| Interquartile range (IQR) | 130.5 |
Descriptive statistics
| Standard deviation | 129.80175 |
|---|---|
| Coefficient of variation (CV) | 0.9275971 |
| Kurtosis | 0.7661828 |
| Mean | 139.93333 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 1.3015472 |
| Sum | 2099 |
| Variance | 16848.495 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 391 | 1 | 4.0% |
| 63 | 1 | 4.0% |
| 117 | 1 | 4.0% |
| 270 | 1 | 4.0% |
| 190 | 1 | 4.0% |
| 98 | 1 | 4.0% |
| 29 | 1 | 4.0% |
| 123 | 1 | 4.0% |
| 52 | 1 | 4.0% |
| 56 | 1 | 4.0% |
| Other values (5) | 5 | |
| (Missing) | 10 |
| Value | Count | Frequency (%) |
| 17 | 1 | |
| 22 | 1 | |
| 29 | 1 | |
| 52 | 1 | |
| 56 | 1 | |
| 63 | 1 | |
| 66 | 1 | |
| 98 | 1 | |
| 117 | 1 | |
| 123 | 1 |
| Value | Count | Frequency (%) |
| 426 | 1 | |
| 391 | 1 | |
| 270 | 1 | |
| 190 | 1 | |
| 179 | 1 | |
| 123 | 1 | |
| 117 | 1 | |
| 98 | 1 | |
| 66 | 1 | |
| 63 | 1 |
축산물위생
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 84.6% |
| Missing | 12 |
| Missing (%) | 48.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.153846 |
| Minimum | 6 |
|---|---|
| Maximum | 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6.6 |
| Q1 | 8 |
| median | 16 |
| Q3 | 36 |
| 95-th percentile | 87 |
| Maximum | 108 |
| Range | 102 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 32.500888 |
|---|---|
| Coefficient of variation (CV) | 1.0432384 |
| Kurtosis | 1.2617056 |
| Mean | 31.153846 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.4574603 |
| Sum | 405 |
| Variance | 1056.3077 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 8 | 3 | 12.0% |
| 108 | 1 | 4.0% |
| 31 | 1 | 4.0% |
| 7 | 1 | 4.0% |
| 13 | 1 | 4.0% |
| 73 | 1 | 4.0% |
| 36 | 1 | 4.0% |
| 16 | 1 | 4.0% |
| 6 | 1 | 4.0% |
| 21 | 1 | 4.0% |
| (Missing) | 12 |
| Value | Count | Frequency (%) |
| 6 | 1 | 4.0% |
| 7 | 1 | 4.0% |
| 8 | 3 | |
| 13 | 1 | 4.0% |
| 16 | 1 | 4.0% |
| 21 | 1 | 4.0% |
| 31 | 1 | 4.0% |
| 36 | 1 | 4.0% |
| 70 | 1 | 4.0% |
| 73 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 108 | 1 | 4.0% |
| 73 | 1 | 4.0% |
| 70 | 1 | 4.0% |
| 36 | 1 | 4.0% |
| 31 | 1 | 4.0% |
| 21 | 1 | 4.0% |
| 16 | 1 | 4.0% |
| 13 | 1 | 4.0% |
| 8 | 3 | |
| 7 | 1 | 4.0% |
환 경
Real number (ℝ)
MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 11 |
| Missing (%) | 44.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.214286 |
| Minimum | 8 |
|---|---|
| Maximum | 192 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8.65 |
| Q1 | 21.25 |
| median | 43.5 |
| Q3 | 59.75 |
| 95-th percentile | 177.7 |
| Maximum | 192 |
| Range | 184 |
| Interquartile range (IQR) | 38.5 |
Descriptive statistics
| Standard deviation | 55.6696 |
|---|---|
| Coefficient of variation (CV) | 0.95628761 |
| Kurtosis | 2.4627197 |
| Mean | 58.214286 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 1.761628 |
| Sum | 815 |
| Variance | 3099.1044 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 18 | 2 | 8.0% |
| 170 | 1 | 4.0% |
| 44 | 1 | 4.0% |
| 192 | 1 | 4.0% |
| 60 | 1 | 4.0% |
| 59 | 1 | 4.0% |
| 9 | 1 | 4.0% |
| 72 | 1 | 4.0% |
| 49 | 1 | 4.0% |
| 31 | 1 | 4.0% |
| Other values (3) | 3 | 12.0% |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 9 | 1 | |
| 18 | 2 | |
| 31 | 1 | |
| 42 | 1 | |
| 43 | 1 | |
| 44 | 1 | |
| 49 | 1 | |
| 59 | 1 | |
| 60 | 1 |
| Value | Count | Frequency (%) |
| 192 | 1 | |
| 170 | 1 | |
| 72 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 49 | 1 | |
| 44 | 1 | |
| 43 | 1 | |
| 42 | 1 | |
| 31 | 1 |
공중위생
Real number (ℝ)
MISSING
| Distinct | 9 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 13 |
| Missing (%) | 52.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.666667 |
| Minimum | 3 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 9 |
| Q3 | 21 |
| 95-th percentile | 65.35 |
| Maximum | 89 |
| Range | 86 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 25.356847 |
|---|---|
| Coefficient of variation (CV) | 1.2893312 |
| Kurtosis | 5.0848065 |
| Mean | 19.666667 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 2.216488 |
| Sum | 236 |
| Variance | 642.9697 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 5 | 3 | 12.0% |
| 3 | 2 | 8.0% |
| 14 | 1 | 4.0% |
| 8 | 1 | 4.0% |
| 30 | 1 | 4.0% |
| 10 | 1 | 4.0% |
| 18 | 1 | 4.0% |
| 46 | 1 | 4.0% |
| 89 | 1 | 4.0% |
| (Missing) | 13 |
| Value | Count | Frequency (%) |
| 3 | 2 | |
| 5 | 3 | |
| 8 | 1 | 4.0% |
| 10 | 1 | 4.0% |
| 14 | 1 | 4.0% |
| 18 | 1 | 4.0% |
| 30 | 1 | 4.0% |
| 46 | 1 | 4.0% |
| 89 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 89 | 1 | 4.0% |
| 46 | 1 | 4.0% |
| 30 | 1 | 4.0% |
| 18 | 1 | 4.0% |
| 14 | 1 | 4.0% |
| 10 | 1 | 4.0% |
| 8 | 1 | 4.0% |
| 5 | 3 | |
| 3 | 2 |
청소년
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 13 |
| Missing (%) | 52.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.666667 |
| Minimum | 1 |
|---|---|
| Maximum | 198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.65 |
| Q1 | 7.75 |
| median | 36.5 |
| Q3 | 61 |
| 95-th percentile | 139.7 |
| Maximum | 198 |
| Range | 197 |
| Interquartile range (IQR) | 53.25 |
Descriptive statistics
| Standard deviation | 55.488465 |
|---|---|
| Coefficient of variation (CV) | 1.1401739 |
| Kurtosis | 4.5636364 |
| Mean | 48.666667 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 1.9652389 |
| Sum | 584 |
| Variance | 3078.9697 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 79 | 1 | 4.0% |
| 55 | 1 | 4.0% |
| 46 | 1 | 4.0% |
| 1 | 1 | 4.0% |
| 92 | 1 | 4.0% |
| 4 | 1 | 4.0% |
| 21 | 1 | 4.0% |
| 7 | 1 | 4.0% |
| 35 | 1 | 4.0% |
| 8 | 1 | 4.0% |
| Other values (2) | 2 | 8.0% |
| (Missing) | 13 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 4 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 21 | 1 | |
| 35 | 1 | |
| 38 | 1 | |
| 46 | 1 | |
| 55 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 198 | 1 | |
| 92 | 1 | |
| 79 | 1 | |
| 55 | 1 | |
| 46 | 1 | |
| 38 | 1 | |
| 35 | 1 | |
| 21 | 1 | |
| 8 | 1 | |
| 7 | 1 |
| 시 군 | 총 계 | 원산지식품위생 | 식품위생 | 축산물위생 | 환 경 | 공중위생 | 청소년 | |
|---|---|---|---|---|---|---|---|---|
| 시 군 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 총 계 | 1.000 | 1.000 | 0.798 | 0.783 | 0.627 | 0.732 | 0.706 | 0.904 |
| 원산지식품위생 | 1.000 | 0.798 | 1.000 | 0.634 | 0.900 | 0.438 | 0.621 | 0.804 |
| 식품위생 | 1.000 | 0.783 | 0.634 | 1.000 | 0.522 | 0.621 | 0.000 | 0.840 |
| 축산물위생 | 1.000 | 0.627 | 0.900 | 0.522 | 1.000 | 0.475 | 0.522 | 0.688 |
| 환 경 | 1.000 | 0.732 | 0.438 | 0.621 | 0.475 | 1.000 | 0.000 | 0.527 |
| 공중위생 | 1.000 | 0.706 | 0.621 | 0.000 | 0.522 | 0.000 | 1.000 | 0.243 |
| 청소년 | 1.000 | 0.904 | 0.804 | 0.840 | 0.688 | 0.527 | 0.243 | 1.000 |
| 총 계 | 원산지식품위생 | 식품위생 | 축산물위생 | 환 경 | 공중위생 | 청소년 | |
|---|---|---|---|---|---|---|---|
| 총 계 | 1.000 | 0.881 | 0.868 | 0.508 | 0.295 | 0.120 | 0.545 |
| 원산지식품위생 | 0.881 | 1.000 | 0.716 | 0.557 | 0.091 | 0.111 | 0.676 |
| 식품위생 | 0.868 | 0.716 | 1.000 | 0.514 | 0.262 | 0.120 | 0.434 |
| 축산물위생 | 0.508 | 0.557 | 0.514 | 1.000 | 0.296 | 0.357 | 0.444 |
| 환 경 | 0.295 | 0.091 | 0.262 | 0.296 | 1.000 | -0.138 | -0.191 |
| 공중위생 | 0.120 | 0.111 | 0.120 | 0.357 | -0.138 | 1.000 | 0.201 |
| 청소년 | 0.545 | 0.676 | 0.434 | 0.444 | -0.191 | 0.201 | 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.
| 시 군 | 총 계 | 원산지식품위생 | 식품위생 | 축산물위생 | 환 경 | 공중위생 | 청소년 | |
|---|---|---|---|---|---|---|---|---|
| 0 | 천안시 | 850 | 97 | 391 | 108 | 170 | 5 | 79 |
| 1 | 공주시 | 265 | 58 | 63 | 31 | 44 | 14 | 55 |
| 2 | 보령시 | 325 | 134 | 117 | 7 | 18 | 3 | 46 |
| 3 | 아산시 | 530 | 49 | 270 | 13 | 192 | 5 | 1 |
| 4 | 서산시 | 574 | 151 | 190 | 73 | 60 | 8 | 92 |
| 5 | 논산시 | 294 | 67 | 98 | 36 | 59 | 30 | 4 |
| 6 | 계룡시 | 89 | 4 | 29 | 16 | 9 | 10 | 21 |
| 7 | 당진시 | 256 | 43 | 123 | <NA> | 72 | 18 | <NA> |
| 8 | 금산군 | 118 | 6 | 52 | 6 | 49 | 5 | <NA> |
| 9 | 부여군 | 111 | 6 | 56 | 8 | 31 | 3 | 7 |
| 시 군 | 총 계 | 원산지식품위생 | 식품위생 | 축산물위생 | 환 경 | 공중위생 | 청소년 | |
|---|---|---|---|---|---|---|---|---|
| 15 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 16 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 17 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 18 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 19 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 20 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 21 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 22 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 23 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 24 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
| 시 군 | 총 계 | 원산지식품위생 | 식품위생 | 축산물위생 | 환 경 | 공중위생 | 청소년 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 10 |