Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 24 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.8 KiB |
| Average record size in memory | 121.5 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 12 |
Dataset
| Description | 경상남도 경찰청 산하 산하 5대범죄 발생 및 검거 현황 자료로 살인,강도,강간,절도,폭력 등 5대 중요범죄에 대한 항목들로 구성되어 있습니다. |
|---|---|
| URL | https://www.data.go.kr/data/15037364/fileData.do |
5대범죄발생건수 is highly overall correlated with 5대범죄검거건수 and 9 other fields | High correlation |
5대범죄검거건수 is highly overall correlated with 5대범죄발생건수 and 9 other fields | High correlation |
살인발생건수 is highly overall correlated with 5대범죄발생건수 and 8 other fields | High correlation |
살인검거건수 is highly overall correlated with 5대범죄발생건수 and 8 other fields | High correlation |
강도발생건수 is highly overall correlated with 5대범죄발생건수 and 7 other fields | High correlation |
강도검거건수 is highly overall correlated with 강도발생건수 | High correlation |
강간발생건수 is highly overall correlated with 5대범죄발생건수 and 8 other fields | High correlation |
강간검거건수 is highly overall correlated with 5대범죄발생건수 and 6 other fields | High correlation |
절도발생건수 is highly overall correlated with 5대범죄발생건수 and 9 other fields | High correlation |
절도검거건수 is highly overall correlated with 5대범죄발생건수 and 9 other fields | High correlation |
폭력발생건수 is highly overall correlated with 5대범죄발생건수 and 8 other fields | High correlation |
폭력검거건수 is highly overall correlated with 5대범죄발생건수 and 9 other fields | High correlation |
구분 has unique values | Unique |
5대범죄발생건수 has unique values | Unique |
5대범죄검거건수 has unique values | Unique |
절도발생건수 has unique values | Unique |
폭력발생건수 has unique values | Unique |
폭력검거건수 has unique values | Unique |
5대범죄발생건수 has 1 (4.2%) zeros | Zeros |
살인발생건수 has 3 (12.5%) zeros | Zeros |
살인검거건수 has 3 (12.5%) zeros | Zeros |
강도발생건수 has 12 (50.0%) zeros | Zeros |
강도검거건수 has 10 (41.7%) zeros | Zeros |
강간발생건수 has 1 (4.2%) zeros | Zeros |
절도발생건수 has 1 (4.2%) zeros | Zeros |
폭력발생건수 has 1 (4.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 11:34:59.578924 |
|---|---|
| Analysis finished | 2023-12-12 11:35:25.924311 |
| Duration | 26.35 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분
Text
UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 324.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.5416667 |
| Min length | 2 |
Characters and Unicode
| Total characters | 61 |
|---|---|
| Distinct characters | 33 |
| 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 | 24 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 지방청 |
|---|---|
| 2nd row | 창원중부 |
| 3rd row | 창원서부 |
| 4th row | 마산중부 |
| 5th row | 마산동부 |
| Value | Count | Frequency (%) |
| 지방청 | 1 | 4.2% |
| 창원중부 | 1 | 4.2% |
| 함안 | 1 | 4.2% |
| 산청 | 1 | 4.2% |
| 함양 | 1 | 4.2% |
| 남해 | 1 | 4.2% |
| 하동 | 1 | 4.2% |
| 고성 | 1 | 4.2% |
| 창녕 | 1 | 4.2% |
| 합천 | 1 | 4.2% |
| Other values (14) | 14 |
Most occurring characters
| Value | Count | Frequency (%) |
| 부 | 6 | 9.8% |
| 창 | 4 | 6.6% |
| 해 | 4 | 6.6% |
| 산 | 4 | 6.6% |
| 중 | 3 | 4.9% |
| 양 | 3 | 4.9% |
| 거 | 2 | 3.3% |
| 김 | 2 | 3.3% |
| 천 | 2 | 3.3% |
| 함 | 2 | 3.3% |
| Other values (23) | 29 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 61 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 부 | 6 | 9.8% |
| 창 | 4 | 6.6% |
| 해 | 4 | 6.6% |
| 산 | 4 | 6.6% |
| 중 | 3 | 4.9% |
| 양 | 3 | 4.9% |
| 거 | 2 | 3.3% |
| 김 | 2 | 3.3% |
| 천 | 2 | 3.3% |
| 함 | 2 | 3.3% |
| Other values (23) | 29 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 61 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 부 | 6 | 9.8% |
| 창 | 4 | 6.6% |
| 해 | 4 | 6.6% |
| 산 | 4 | 6.6% |
| 중 | 3 | 4.9% |
| 양 | 3 | 4.9% |
| 거 | 2 | 3.3% |
| 김 | 2 | 3.3% |
| 천 | 2 | 3.3% |
| 함 | 2 | 3.3% |
| Other values (23) | 29 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 61 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 부 | 6 | 9.8% |
| 창 | 4 | 6.6% |
| 해 | 4 | 6.6% |
| 산 | 4 | 6.6% |
| 중 | 3 | 4.9% |
| 양 | 3 | 4.9% |
| 거 | 2 | 3.3% |
| 김 | 2 | 3.3% |
| 천 | 2 | 3.3% |
| 함 | 2 | 3.3% |
| Other values (23) | 29 |
5대범죄발생건수
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1131.125 |
| Minimum | 0 |
|---|---|
| Maximum | 3686 |
| Zeros | 1 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 164.15 |
| Q1 | 278.5 |
| median | 741.5 |
| Q3 | 1929.5 |
| 95-th percentile | 3217.15 |
| Maximum | 3686 |
| Range | 3686 |
| Interquartile range (IQR) | 1651 |
Descriptive statistics
| Standard deviation | 1062.4604 |
|---|---|
| Coefficient of variation (CV) | 0.93929527 |
| Kurtosis | 0.14147736 |
| Mean | 1131.125 |
| Median Absolute Deviation (MAD) | 554.5 |
| Skewness | 1.0033274 |
| Sum | 27147 |
| Variance | 1128822 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 1 | 4.2% |
| 653 | 1 | 4.2% |
| 161 | 1 | 4.2% |
| 339 | 1 | 4.2% |
| 182 | 1 | 4.2% |
| 192 | 1 | 4.2% |
| 201 | 1 | 4.2% |
| 285 | 1 | 4.2% |
| 391 | 1 | 4.2% |
| 343 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 161 | 1 | |
| 182 | 1 | |
| 192 | 1 | |
| 201 | 1 | |
| 259 | 1 | |
| 285 | 1 | |
| 339 | 1 | |
| 343 | 1 | |
| 372 | 1 |
| Value | Count | Frequency (%) |
| 3686 | 1 | |
| 3310 | 1 | |
| 2691 | 1 | |
| 2037 | 1 | |
| 2015 | 1 | |
| 1976 | 1 | |
| 1914 | 1 | |
| 1598 | 1 | |
| 1395 | 1 | |
| 1168 | 1 |
5대범죄검거건수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 877.04167 |
| Minimum | 130 |
|---|---|
| Maximum | 2933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 153.9 |
| Q1 | 247.25 |
| median | 598 |
| Q3 | 1376.75 |
| 95-th percentile | 2514.15 |
| Maximum | 2933 |
| Range | 2803 |
| Interquartile range (IQR) | 1129.5 |
Descriptive statistics
| Standard deviation | 803.62626 |
|---|---|
| Coefficient of variation (CV) | 0.916292 |
| Kurtosis | 0.76681602 |
| Mean | 877.04167 |
| Median Absolute Deviation (MAD) | 400 |
| Skewness | 1.1898848 |
| Sum | 21049 |
| Variance | 645815.17 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 248 | 1 | 4.2% |
| 489 | 1 | 4.2% |
| 130 | 1 | 4.2% |
| 288 | 1 | 4.2% |
| 153 | 1 | 4.2% |
| 159 | 1 | 4.2% |
| 167 | 1 | 4.2% |
| 245 | 1 | 4.2% |
| 311 | 1 | 4.2% |
| 278 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 130 | 1 | |
| 153 | 1 | |
| 159 | 1 | |
| 167 | 1 | |
| 229 | 1 | |
| 245 | 1 | |
| 248 | 1 | |
| 278 | 1 | |
| 288 | 1 | |
| 294 | 1 |
| Value | Count | Frequency (%) |
| 2933 | 1 | |
| 2598 | 1 | |
| 2039 | 1 | |
| 1572 | 1 | |
| 1449 | 1 | |
| 1391 | 1 | |
| 1372 | 1 | |
| 1229 | 1 | |
| 965 | 1 | |
| 907 | 1 |
살인발생건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.875 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 3 |
| Zeros (%) | 12.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5.7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7769661 |
|---|---|
| Coefficient of variation (CV) | 0.94771528 |
| Kurtosis | 2.5131822 |
| Mean | 1.875 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.6253998 |
| Sum | 45 |
| Variance | 3.1576087 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 3 | 4 | 16.7% |
| 0 | 3 | 12.5% |
| 2 | 2 | 8.3% |
| 6 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 3 | 12.5% |
| 1 | 12 | |
| 2 | 2 | 8.3% |
| 3 | 4 | 16.7% |
| 4 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 7 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 3 | 4 | 16.7% |
| 2 | 2 | 8.3% |
| 1 | 12 | |
| 0 | 3 | 12.5% |
살인검거건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8333333 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 3 |
| Zeros (%) | 12.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5.55 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7362295 |
|---|---|
| Coefficient of variation (CV) | 0.94703425 |
| Kurtosis | 3.1697935 |
| Mean | 1.8333333 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.7470138 |
| Sum | 44 |
| Variance | 3.0144928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 3 | 5 | |
| 0 | 3 | 12.5% |
| 2 | 2 | 8.3% |
| 6 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 3 | 12.5% |
| 1 | 12 | |
| 2 | 2 | 8.3% |
| 3 | 5 | |
| 6 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 7 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 3 | 5 | |
| 2 | 2 | 8.3% |
| 1 | 12 | |
| 0 | 3 | 12.5% |
강도발생건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.375 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 12 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.5 |
| Q3 | 1.25 |
| 95-th percentile | 6.4 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 2.5675652 |
|---|---|
| Coefficient of variation (CV) | 1.8673202 |
| Kurtosis | 9.0818038 |
| Mean | 1.375 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 2.9231131 |
| Sum | 33 |
| Variance | 6.5923913 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 6 | |
| 2 | 3 | 12.5% |
| 11 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 6 | |
| 2 | 3 | 12.5% |
| 3 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| 11 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 11 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 2 | 3 | 12.5% |
| 1 | 6 | |
| 0 | 12 |
강도검거건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.375 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 10 |
| Zeros (%) | 41.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1.25 |
| 95-th percentile | 5.55 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 2.2805892 |
|---|---|
| Coefficient of variation (CV) | 1.6586103 |
| Kurtosis | 9.1617348 |
| Mean | 1.375 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.8756949 |
| Sum | 33 |
| Variance | 5.201087 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 8 | |
| 2 | 3 | 12.5% |
| 10 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 8 | |
| 2 | 3 | 12.5% |
| 3 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 10 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 10 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 2 | 3 | 12.5% |
| 1 | 8 | |
| 0 | 10 |
강간발생건수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.5 |
| Minimum | 0 |
|---|---|
| Maximum | 115 |
| Zeros | 1 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.45 |
| Q1 | 10.5 |
| median | 32 |
| Q3 | 69.75 |
| 95-th percentile | 97.4 |
| Maximum | 115 |
| Range | 115 |
| Interquartile range (IQR) | 59.25 |
Descriptive statistics
| Standard deviation | 36.160271 |
|---|---|
| Coefficient of variation (CV) | 0.87133184 |
| Kurtosis | -0.94546461 |
| Mean | 41.5 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.70649215 |
| Sum | 996 |
| Variance | 1307.5652 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 9 | 3 | 12.5% |
| 0 | 1 | 4.2% |
| 35 | 1 | 4.2% |
| 13 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| 11 | 1 | 4.2% |
| 16 | 1 | 4.2% |
| 17 | 1 | 4.2% |
| 21 | 1 | 4.2% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 0 | 1 | 4.2% |
| 4 | 1 | 4.2% |
| 7 | 1 | 4.2% |
| 9 | 3 | |
| 11 | 1 | 4.2% |
| 13 | 1 | 4.2% |
| 16 | 1 | 4.2% |
| 17 | 1 | 4.2% |
| 21 | 1 | 4.2% |
| 29 | 1 | 4.2% |
| Value | Count | Frequency (%) |
| 115 | 1 | |
| 98 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 90 | 1 | |
| 84 | 1 | |
| 65 | 1 | |
| 57 | 1 | |
| 42 | 1 | |
| 41 | 1 |
강간검거건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.458333 |
| Minimum | 1 |
|---|---|
| Maximum | 148 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.15 |
| Q1 | 5 |
| median | 28.5 |
| Q3 | 71.25 |
| 95-th percentile | 96.75 |
| Maximum | 148 |
| Range | 147 |
| Interquartile range (IQR) | 66.25 |
Descriptive statistics
| Standard deviation | 39.501215 |
|---|---|
| Coefficient of variation (CV) | 1.0010868 |
| Kurtosis | 0.71159217 |
| Mean | 39.458333 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | 1.0635265 |
| Sum | 947 |
| Variance | 1560.346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 24 | 2 | 8.3% |
| 82 | 2 | 8.3% |
| 4 | 2 | 8.3% |
| 33 | 2 | 8.3% |
| 5 | 2 | 8.3% |
| 12 | 1 | 4.2% |
| 1 | 1 | 4.2% |
| 3 | 1 | 4.2% |
| 2 | 1 | 4.2% |
| 6 | 1 | 4.2% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 1 | |
| 9 | 1 | |
| 12 | 1 | |
| 24 | 2 | |
| 33 | 2 |
| Value | Count | Frequency (%) |
| 148 | 1 | |
| 99 | 1 | |
| 84 | 1 | |
| 82 | 2 | |
| 72 | 1 | |
| 71 | 1 | |
| 58 | 1 | |
| 49 | 1 | |
| 37 | 1 | |
| 33 | 2 |
절도발생건수
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 480.75 |
| Minimum | 0 |
|---|---|
| Maximum | 1860 |
| Zeros | 1 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42.65 |
| Q1 | 84.25 |
| median | 300.5 |
| Q3 | 776.5 |
| 95-th percentile | 1597.15 |
| Maximum | 1860 |
| Range | 1860 |
| Interquartile range (IQR) | 692.25 |
Descriptive statistics
| Standard deviation | 515.04962 |
|---|---|
| Coefficient of variation (CV) | 1.0713461 |
| Kurtosis | 1.5857283 |
| Mean | 480.75 |
| Median Absolute Deviation (MAD) | 236 |
| Skewness | 1.4063348 |
| Sum | 11538 |
| Variance | 265276.11 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 1 | 4.2% |
| 249 | 1 | 4.2% |
| 41 | 1 | 4.2% |
| 88 | 1 | 4.2% |
| 61 | 1 | 4.2% |
| 52 | 1 | 4.2% |
| 72 | 1 | 4.2% |
| 116 | 1 | 4.2% |
| 160 | 1 | 4.2% |
| 108 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 41 | 1 | |
| 52 | 1 | |
| 61 | 1 | |
| 72 | 1 | |
| 73 | 1 | |
| 88 | 1 | |
| 108 | 1 | |
| 116 | 1 | |
| 131 | 1 |
| Value | Count | Frequency (%) |
| 1860 | 1 | |
| 1693 | 1 | |
| 1054 | 1 | |
| 883 | 1 | |
| 858 | 1 | |
| 835 | 1 | |
| 757 | 1 | |
| 695 | 1 | |
| 533 | 1 | |
| 467 | 1 |
절도검거건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 23 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 308.16667 |
| Minimum | 4 |
|---|---|
| Maximum | 1339 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 28.8 |
| Q1 | 69.75 |
| median | 175 |
| Q3 | 461.75 |
| 95-th percentile | 1138.4 |
| Maximum | 1339 |
| Range | 1335 |
| Interquartile range (IQR) | 392 |
Descriptive statistics
| Standard deviation | 354.21507 |
|---|---|
| Coefficient of variation (CV) | 1.149427 |
| Kurtosis | 3.366722 |
| Mean | 308.16667 |
| Median Absolute Deviation (MAD) | 132.5 |
| Skewness | 1.8683607 |
| Sum | 7396 |
| Variance | 125468.32 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 464 | 2 | 8.3% |
| 4 | 1 | 4.2% |
| 81 | 1 | 4.2% |
| 27 | 1 | 4.2% |
| 73 | 1 | 4.2% |
| 46 | 1 | 4.2% |
| 39 | 1 | 4.2% |
| 53 | 1 | 4.2% |
| 98 | 1 | 4.2% |
| 109 | 1 | 4.2% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 27 | 1 | |
| 39 | 1 | |
| 46 | 1 | |
| 53 | 1 | |
| 60 | 1 | |
| 73 | 1 | |
| 75 | 1 | |
| 81 | 1 | |
| 98 | 1 |
| Value | Count | Frequency (%) |
| 1339 | 1 | |
| 1223 | 1 | |
| 659 | 1 | |
| 558 | 1 | |
| 464 | 2 | |
| 461 | 1 | |
| 346 | 1 | |
| 337 | 1 | |
| 270 | 1 | |
| 260 | 1 |
폭력발생건수
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 605.625 |
| Minimum | 0 |
|---|---|
| Maximum | 1716 |
| Zeros | 1 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 110.75 |
| Q1 | 171.25 |
| median | 407 |
| Q3 | 1040.25 |
| 95-th percentile | 1531.95 |
| Maximum | 1716 |
| Range | 1716 |
| Interquartile range (IQR) | 869 |
Descriptive statistics
| Standard deviation | 520.72164 |
|---|---|
| Coefficient of variation (CV) | 0.85980869 |
| Kurtosis | -0.63867367 |
| Mean | 605.625 |
| Median Absolute Deviation (MAD) | 294.5 |
| Skewness | 0.74587605 |
| Sum | 14535 |
| Variance | 271151.03 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 1 | 4.2% |
| 374 | 1 | 4.2% |
| 110 | 1 | 4.2% |
| 237 | 1 | 4.2% |
| 115 | 1 | 4.2% |
| 132 | 1 | 4.2% |
| 119 | 1 | 4.2% |
| 157 | 1 | 4.2% |
| 212 | 1 | 4.2% |
| 216 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 110 | 1 | |
| 115 | 1 | |
| 119 | 1 | |
| 132 | 1 | |
| 157 | 1 | |
| 176 | 1 | |
| 212 | 1 | |
| 216 | 1 | |
| 220 | 1 |
| Value | Count | Frequency (%) |
| 1716 | 1 | |
| 1536 | 1 | |
| 1509 | 1 | |
| 1091 | 1 | |
| 1064 | 1 | |
| 1059 | 1 | |
| 1034 | 1 | |
| 834 | 1 | |
| 823 | 1 | |
| 725 | 1 |
폭력검거건수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 526.20833 |
| Minimum | 95 |
|---|---|
| Maximum | 1494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 348.0 B |
Quantile statistics
| Minimum | 95 |
|---|---|
| 5-th percentile | 101.15 |
| Q1 | 157.5 |
| median | 368 |
| Q3 | 884.5 |
| 95-th percentile | 1290.8 |
| Maximum | 1494 |
| Range | 1399 |
| Interquartile range (IQR) | 727 |
Descriptive statistics
| Standard deviation | 438.19789 |
|---|---|
| Coefficient of variation (CV) | 0.83274601 |
| Kurtosis | -0.54265506 |
| Mean | 526.20833 |
| Median Absolute Deviation (MAD) | 266.5 |
| Skewness | 0.79104381 |
| Sum | 12629 |
| Variance | 192017.39 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 95 | 1 | 4.2% |
| 326 | 1 | 4.2% |
| 101 | 1 | 4.2% |
| 210 | 1 | 4.2% |
| 102 | 1 | 4.2% |
| 117 | 1 | 4.2% |
| 107 | 1 | 4.2% |
| 141 | 1 | 4.2% |
| 194 | 1 | 4.2% |
| 192 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 95 | 1 | |
| 101 | 1 | |
| 102 | 1 | |
| 107 | 1 | |
| 117 | 1 | |
| 141 | 1 | |
| 163 | 1 | |
| 192 | 1 | |
| 194 | 1 | |
| 201 | 1 |
| Value | Count | Frequency (%) |
| 1494 | 1 | |
| 1292 | 1 | |
| 1284 | 1 | |
| 946 | 1 | |
| 914 | 1 | |
| 910 | 1 | |
| 876 | 1 | |
| 706 | 1 | |
| 670 | 1 | |
| 661 | 1 |
| 구분 | 5대범죄발생건수 | 5대범죄검거건수 | 살인발생건수 | 살인검거건수 | 강도발생건수 | 강도검거건수 | 강간발생건수 | 강간검거건수 | 절도발생건수 | 절도검거건수 | 폭력발생건수 | 폭력검거건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 구분 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 5대범죄발생건수 | 1.000 | 1.000 | 0.989 | 0.812 | 0.775 | 0.949 | 0.941 | 0.937 | 0.827 | 0.974 | 0.882 | 0.907 | 0.971 |
| 5대범죄검거건수 | 1.000 | 0.989 | 1.000 | 0.808 | 0.771 | 0.936 | 0.942 | 0.984 | 0.889 | 0.962 | 0.950 | 0.876 | 0.966 |
| 살인발생건수 | 1.000 | 0.812 | 0.808 | 1.000 | 1.000 | 0.800 | 0.762 | 0.461 | 0.536 | 0.891 | 0.666 | 0.745 | 0.854 |
| 살인검거건수 | 1.000 | 0.775 | 0.771 | 1.000 | 1.000 | 0.604 | 0.786 | 0.591 | 0.595 | 0.585 | 0.774 | 0.769 | 0.919 |
| 강도발생건수 | 1.000 | 0.949 | 0.936 | 0.800 | 0.604 | 1.000 | 1.000 | 0.298 | 0.166 | 0.799 | 0.652 | 0.806 | 0.802 |
| 강도검거건수 | 1.000 | 0.941 | 0.942 | 0.762 | 0.786 | 1.000 | 1.000 | 0.433 | 0.379 | 0.778 | 0.864 | 0.797 | 0.792 |
| 강간발생건수 | 1.000 | 0.937 | 0.984 | 0.461 | 0.591 | 0.298 | 0.433 | 1.000 | 0.938 | 0.900 | 0.902 | 0.852 | 0.933 |
| 강간검거건수 | 1.000 | 0.827 | 0.889 | 0.536 | 0.595 | 0.166 | 0.379 | 0.938 | 1.000 | 0.913 | 0.883 | 0.938 | 0.840 |
| 절도발생건수 | 1.000 | 0.974 | 0.962 | 0.891 | 0.585 | 0.799 | 0.778 | 0.900 | 0.913 | 1.000 | 0.880 | 0.912 | 0.899 |
| 절도검거건수 | 1.000 | 0.882 | 0.950 | 0.666 | 0.774 | 0.652 | 0.864 | 0.902 | 0.883 | 0.880 | 1.000 | 0.837 | 0.923 |
| 폭력발생건수 | 1.000 | 0.907 | 0.876 | 0.745 | 0.769 | 0.806 | 0.797 | 0.852 | 0.938 | 0.912 | 0.837 | 1.000 | 0.963 |
| 폭력검거건수 | 1.000 | 0.971 | 0.966 | 0.854 | 0.919 | 0.802 | 0.792 | 0.933 | 0.840 | 0.899 | 0.923 | 0.963 | 1.000 |
| 5대범죄발생건수 | 5대범죄검거건수 | 살인발생건수 | 살인검거건수 | 강도발생건수 | 강도검거건수 | 강간발생건수 | 강간검거건수 | 절도발생건수 | 절도검거건수 | 폭력발생건수 | 폭력검거건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5대범죄발생건수 | 1.000 | 0.980 | 0.728 | 0.722 | 0.547 | 0.429 | 0.973 | 0.724 | 0.993 | 0.985 | 0.989 | 0.985 |
| 5대범죄검거건수 | 0.980 | 1.000 | 0.684 | 0.677 | 0.513 | 0.437 | 0.957 | 0.828 | 0.971 | 0.964 | 0.971 | 0.970 |
| 살인발생건수 | 0.728 | 0.684 | 1.000 | 0.997 | 0.549 | 0.454 | 0.695 | 0.446 | 0.728 | 0.739 | 0.751 | 0.760 |
| 살인검거건수 | 0.722 | 0.677 | 0.997 | 1.000 | 0.539 | 0.443 | 0.689 | 0.439 | 0.722 | 0.734 | 0.743 | 0.750 |
| 강도발생건수 | 0.547 | 0.513 | 0.549 | 0.539 | 1.000 | 0.929 | 0.481 | 0.392 | 0.568 | 0.568 | 0.499 | 0.503 |
| 강도검거건수 | 0.429 | 0.437 | 0.454 | 0.443 | 0.929 | 1.000 | 0.362 | 0.439 | 0.467 | 0.478 | 0.371 | 0.377 |
| 강간발생건수 | 0.973 | 0.957 | 0.695 | 0.689 | 0.481 | 0.362 | 1.000 | 0.735 | 0.960 | 0.964 | 0.969 | 0.970 |
| 강간검거건수 | 0.724 | 0.828 | 0.446 | 0.439 | 0.392 | 0.439 | 0.735 | 1.000 | 0.714 | 0.717 | 0.718 | 0.717 |
| 절도발생건수 | 0.993 | 0.971 | 0.728 | 0.722 | 0.568 | 0.467 | 0.960 | 0.714 | 1.000 | 0.991 | 0.975 | 0.974 |
| 절도검거건수 | 0.985 | 0.964 | 0.739 | 0.734 | 0.568 | 0.478 | 0.964 | 0.717 | 0.991 | 1.000 | 0.966 | 0.964 |
| 폭력발생건수 | 0.989 | 0.971 | 0.751 | 0.743 | 0.499 | 0.371 | 0.969 | 0.718 | 0.975 | 0.966 | 1.000 | 0.996 |
| 폭력검거건수 | 0.985 | 0.970 | 0.760 | 0.750 | 0.503 | 0.377 | 0.970 | 0.717 | 0.974 | 0.964 | 0.996 | 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 | 5대범죄발생건수 | 5대범죄검거건수 | 살인발생건수 | 살인검거건수 | 강도발생건수 | 강도검거건수 | 강간발생건수 | 강간검거건수 | 절도발생건수 | 절도검거건수 | 폭력발생건수 | 폭력검거건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 지방청 | 0 | 248 | 0 | 0 | 0 | 1 | 0 | 148 | 0 | 4 | 0 | 95 |
| 1 | 창원중부 | 2015 | 1572 | 1 | 1 | 0 | 0 | 115 | 99 | 835 | 558 | 1064 | 914 |
| 2 | 창원서부 | 1598 | 1229 | 2 | 2 | 2 | 2 | 65 | 58 | 695 | 461 | 834 | 706 |
| 3 | 마산중부 | 1149 | 896 | 3 | 3 | 2 | 2 | 41 | 37 | 467 | 337 | 636 | 517 |
| 4 | 마산동부 | 2037 | 1449 | 3 | 3 | 1 | 1 | 84 | 71 | 858 | 464 | 1091 | 910 |
| 5 | 진주 | 3686 | 2933 | 6 | 6 | 11 | 10 | 93 | 84 | 1860 | 1339 | 1716 | 1494 |
| 6 | 김해중부 | 3310 | 2598 | 3 | 3 | 7 | 6 | 98 | 82 | 1693 | 1223 | 1509 | 1284 |
| 7 | 김해서부 | 1976 | 1391 | 1 | 1 | 1 | 1 | 57 | 49 | 883 | 464 | 1034 | 876 |
| 8 | 양산 | 2691 | 2039 | 4 | 3 | 3 | 3 | 94 | 82 | 1054 | 659 | 1536 | 1292 |
| 9 | 거제 | 1914 | 1372 | 7 | 7 | 1 | 1 | 90 | 72 | 757 | 346 | 1059 | 946 |
| 구분 | 5대범죄발생건수 | 5대범죄검거건수 | 살인발생건수 | 살인검거건수 | 강도발생건수 | 강도검거건수 | 강간발생건수 | 강간검거건수 | 절도발생건수 | 절도검거건수 | 폭력발생건수 | 폭력검거건수 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14 | 거창 | 372 | 294 | 0 | 0 | 0 | 0 | 21 | 12 | 131 | 81 | 220 | 201 |
| 15 | 합천 | 259 | 229 | 1 | 1 | 0 | 0 | 9 | 5 | 73 | 60 | 176 | 163 |
| 16 | 창녕 | 343 | 278 | 1 | 1 | 1 | 1 | 17 | 9 | 108 | 75 | 216 | 192 |
| 17 | 고성 | 391 | 311 | 1 | 1 | 2 | 2 | 16 | 5 | 160 | 109 | 212 | 194 |
| 18 | 하동 | 285 | 245 | 1 | 1 | 0 | 1 | 11 | 4 | 116 | 98 | 157 | 141 |
| 19 | 남해 | 201 | 167 | 0 | 0 | 1 | 1 | 9 | 6 | 72 | 53 | 119 | 107 |
| 20 | 함양 | 192 | 159 | 1 | 1 | 0 | 0 | 7 | 2 | 52 | 39 | 132 | 117 |
| 21 | 산청 | 182 | 153 | 1 | 1 | 1 | 1 | 4 | 3 | 61 | 46 | 115 | 102 |
| 22 | 함안 | 339 | 288 | 1 | 1 | 0 | 0 | 13 | 4 | 88 | 73 | 237 | 210 |
| 23 | 의령 | 161 | 130 | 1 | 1 | 0 | 0 | 9 | 1 | 41 | 27 | 110 | 101 |