Dataset statistics
Number of variables | 15 |
---|---|
Number of observations | 651 |
Missing cells | 655 |
Missing cells (%) | 6.7% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 84.7 KiB |
Average record size in memory | 133.2 B |
Variable types
Numeric | 12 |
---|---|
Unsupported | 1 |
Categorical | 2 |
Dataset
Description | 2021-06-01 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901060901157000 |
inspec_area has constant value "" | Constant |
last_load_dttm has constant value "" | Constant |
skey is highly overall correlated with virus02 and 2 other fields | High correlation |
inspec_ym is highly overall correlated with virus02 and 2 other fields | High correlation |
virus02 is highly overall correlated with skey and 5 other fields | High correlation |
virus03 is highly overall correlated with skey and 3 other fields | High correlation |
virus04 is highly overall correlated with virus02 and 1 other fields | High correlation |
virus07 is highly overall correlated with skey and 2 other fields | High correlation |
virus08 is highly overall correlated with virus02 and 1 other fields | High correlation |
virus09 is highly overall correlated with virus02 | High correlation |
virus10 has 651 (100.0%) missing values | Missing |
virus06 is highly skewed (γ1 = 22.07745141) | Skewed |
skey has unique values | Unique |
virus10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
virus01 has 88 (13.5%) zeros | Zeros |
virus02 has 305 (46.9%) zeros | Zeros |
virus03 has 417 (64.1%) zeros | Zeros |
virus04 has 161 (24.7%) zeros | Zeros |
virus05 has 398 (61.1%) zeros | Zeros |
virus06 has 478 (73.4%) zeros | Zeros |
virus07 has 455 (69.9%) zeros | Zeros |
virus08 has 199 (30.6%) zeros | Zeros |
virus09 has 480 (73.7%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-17 00:56:06.696305 |
---|---|
Analysis finished | 2024-04-17 00:56:20.472197 |
Duration | 13.78 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 651 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 406899 |
Minimum | 406574 |
---|---|
Maximum | 407224 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 406574 |
---|---|
5-th percentile | 406606.5 |
Q1 | 406736.5 |
median | 406899 |
Q3 | 407061.5 |
95-th percentile | 407191.5 |
Maximum | 407224 |
Range | 650 |
Interquartile range (IQR) | 325 |
Descriptive statistics
Standard deviation | 188.07179 |
---|---|
Coefficient of variation (CV) | 0.00046220756 |
Kurtosis | -1.2 |
Mean | 406899 |
Median Absolute Deviation (MAD) | 163 |
Skewness | 0 |
Sum | 2.6489125 × 108 |
Variance | 35371 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
407069 | 1 | 0.2% |
406772 | 1 | 0.2% |
406754 | 1 | 0.2% |
406755 | 1 | 0.2% |
406756 | 1 | 0.2% |
406757 | 1 | 0.2% |
406758 | 1 | 0.2% |
406759 | 1 | 0.2% |
406760 | 1 | 0.2% |
406761 | 1 | 0.2% |
Other values (641) | 641 |
Value | Count | Frequency (%) |
406574 | 1 | |
406575 | 1 | |
406576 | 1 | |
406577 | 1 | |
406578 | 1 | |
406579 | 1 | |
406580 | 1 | |
406581 | 1 | |
406582 | 1 | |
406583 | 1 |
Value | Count | Frequency (%) |
407224 | 1 | |
407223 | 1 | |
407222 | 1 | |
407221 | 1 | |
407220 | 1 | |
407219 | 1 | |
407218 | 1 | |
407217 | 1 | |
407216 | 1 | |
407215 | 1 |
inspec_ym
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 151 |
---|---|
Distinct (%) | 23.3% |
Missing | 4 |
Missing (%) | 0.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201149.98 |
Minimum | 200204 |
---|---|
Maximum | 202105 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 200204 |
---|---|
5-th percentile | 200305 |
Q1 | 200706.5 |
median | 201204 |
Q3 | 201607 |
95-th percentile | 202006 |
Maximum | 202105 |
Range | 1901 |
Interquartile range (IQR) | 900.5 |
Descriptive statistics
Standard deviation | 541.65693 |
---|---|
Coefficient of variation (CV) | 0.0026928014 |
Kurtosis | -1.1275677 |
Mean | 201149.98 |
Median Absolute Deviation (MAD) | 493 |
Skewness | -0.051293171 |
Sum | 1.3014403 × 108 |
Variance | 293392.23 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201405 | 8 | 1.2% |
201404 | 7 | 1.1% |
201810 | 5 | 0.8% |
201310 | 5 | 0.8% |
201307 | 5 | 0.8% |
201304 | 5 | 0.8% |
201210 | 5 | 0.8% |
201910 | 5 | 0.8% |
201907 | 5 | 0.8% |
201904 | 5 | 0.8% |
Other values (141) | 592 |
Value | Count | Frequency (%) |
200204 | 2 | 0.3% |
200205 | 5 | |
200206 | 4 | |
200207 | 4 | |
200208 | 5 | |
200209 | 5 | |
200210 | 4 | |
200304 | 2 | 0.3% |
200305 | 4 | |
200306 | 4 |
Value | Count | Frequency (%) |
202105 | 4 | |
202104 | 4 | |
202103 | 1 | 0.2% |
202011 | 4 | |
202010 | 4 | |
202009 | 4 | |
202008 | 5 | |
202007 | 4 | |
202006 | 5 | |
202005 | 4 |
inspec_wk
Real number (ℝ)
Distinct | 9 |
---|---|
Distinct (%) | 1.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.7588326 |
Minimum | 1 |
---|---|
Maximum | 9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 3 |
Q3 | 4 |
95-th percentile | 5 |
Maximum | 9 |
Range | 8 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 1.3388495 |
---|---|
Coefficient of variation (CV) | 0.48529568 |
Kurtosis | 0.020344871 |
Mean | 2.7588326 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 0.40839172 |
Sum | 1796 |
Variance | 1.792518 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 150 | |
3 | 150 | |
1 | 146 | |
2 | 146 | |
5 | 53 | 8.1% |
6 | 2 | 0.3% |
7 | 2 | 0.3% |
8 | 1 | 0.2% |
9 | 1 | 0.2% |
Value | Count | Frequency (%) |
1 | 146 | |
2 | 146 | |
3 | 150 | |
4 | 150 | |
5 | 53 | 8.1% |
6 | 2 | 0.3% |
7 | 2 | 0.3% |
8 | 1 | 0.2% |
9 | 1 | 0.2% |
Value | Count | Frequency (%) |
9 | 1 | 0.2% |
8 | 1 | 0.2% |
7 | 2 | 0.3% |
6 | 2 | 0.3% |
5 | 53 | 8.1% |
4 | 150 | |
3 | 150 | |
2 | 146 | |
1 | 146 |
virus01
Real number (ℝ)
ZEROS
 
Distinct | 342 |
---|---|
Distinct (%) | 52.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 358.46774 |
Minimum | 0 |
---|---|
Maximum | 7022 |
Zeros | 88 |
Zeros (%) | 13.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.5 |
median | 41 |
Q3 | 245 |
95-th percentile | 1959.5 |
Maximum | 7022 |
Range | 7022 |
Interquartile range (IQR) | 242.5 |
Descriptive statistics
Standard deviation | 860.99449 |
---|---|
Coefficient of variation (CV) | 2.4018744 |
Kurtosis | 19.13127 |
Mean | 358.46774 |
Median Absolute Deviation (MAD) | 41 |
Skewness | 4.0340341 |
Sum | 233362.5 |
Variance | 741311.51 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 88 | 13.5% |
1.0 | 26 | 4.0% |
0.5 | 18 | 2.8% |
2.0 | 15 | 2.3% |
4.5 | 11 | 1.7% |
2.5 | 11 | 1.7% |
1.5 | 9 | 1.4% |
4.0 | 9 | 1.4% |
3.0 | 9 | 1.4% |
7.5 | 8 | 1.2% |
Other values (332) | 447 |
Value | Count | Frequency (%) |
0.0 | 88 | |
0.5 | 18 | 2.8% |
1.0 | 26 | 4.0% |
1.5 | 9 | 1.4% |
2.0 | 15 | 2.3% |
2.5 | 11 | 1.7% |
3.0 | 9 | 1.4% |
3.5 | 6 | 0.9% |
4.0 | 9 | 1.4% |
4.5 | 11 | 1.7% |
Value | Count | Frequency (%) |
7022.0 | 1 | |
6613.0 | 1 | |
5708.0 | 1 | |
5351.0 | 1 | |
4696.0 | 1 | |
4563.0 | 1 | |
4338.0 | 1 | |
4271.0 | 2 | |
4193.0 | 1 | |
4056.0 | 1 |
virus02
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 112 |
---|---|
Distinct (%) | 17.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.413978 |
Minimum | 0 |
---|---|
Maximum | 259.5 |
Zeros | 305 |
Zeros (%) | 46.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0.5 |
Q3 | 9 |
95-th percentile | 67 |
Maximum | 259.5 |
Range | 259.5 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 32.089674 |
---|---|
Coefficient of variation (CV) | 2.5849629 |
Kurtosis | 22.119529 |
Mean | 12.413978 |
Median Absolute Deviation (MAD) | 0.5 |
Skewness | 4.3820504 |
Sum | 8081.5 |
Variance | 1029.7472 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 305 | |
1.0 | 35 | 5.4% |
0.5 | 27 | 4.1% |
2.0 | 20 | 3.1% |
3.0 | 16 | 2.5% |
1.5 | 11 | 1.7% |
3.5 | 10 | 1.5% |
4.5 | 9 | 1.4% |
2.5 | 8 | 1.2% |
6.0 | 8 | 1.2% |
Other values (102) | 202 |
Value | Count | Frequency (%) |
0.0 | 305 | |
0.5 | 27 | 4.1% |
1.0 | 35 | 5.4% |
1.5 | 11 | 1.7% |
2.0 | 20 | 3.1% |
2.5 | 8 | 1.2% |
3.0 | 16 | 2.5% |
3.5 | 10 | 1.5% |
4.0 | 7 | 1.1% |
4.5 | 9 | 1.4% |
Value | Count | Frequency (%) |
259.5 | 1 | |
227.0 | 1 | |
224.0 | 2 | |
206.0 | 1 | |
180.0 | 1 | |
178.0 | 1 | |
175.0 | 1 | |
172.0 | 1 | |
168.0 | 1 | |
160.0 | 1 |
virus03
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 176 |
---|---|
Distinct (%) | 27.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 382.59677 |
Minimum | 0 |
---|---|
Maximum | 9718 |
Zeros | 417 |
Zeros (%) | 64.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 17.75 |
95-th percentile | 2668.5 |
Maximum | 9718 |
Range | 9718 |
Interquartile range (IQR) | 17.75 |
Descriptive statistics
Standard deviation | 1205.4852 |
---|---|
Coefficient of variation (CV) | 3.1507982 |
Kurtosis | 24.586078 |
Mean | 382.59677 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.5649695 |
Sum | 249070.5 |
Variance | 1453194.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 417 | |
0.5 | 14 | 2.2% |
1.0 | 8 | 1.2% |
5.0 | 7 | 1.1% |
2.0 | 5 | 0.8% |
3.0 | 4 | 0.6% |
7.0 | 4 | 0.6% |
12.0 | 4 | 0.6% |
11.0 | 3 | 0.5% |
4.0 | 3 | 0.5% |
Other values (166) | 182 |
Value | Count | Frequency (%) |
0.0 | 417 | |
0.5 | 14 | 2.2% |
1.0 | 8 | 1.2% |
1.5 | 1 | 0.2% |
2.0 | 5 | 0.8% |
3.0 | 4 | 0.6% |
3.5 | 2 | 0.3% |
4.0 | 3 | 0.5% |
4.5 | 2 | 0.3% |
5.0 | 7 | 1.1% |
Value | Count | Frequency (%) |
9718.0 | 1 | |
9207.0 | 1 | |
9036.0 | 1 | |
8808.0 | 1 | |
8541.0 | 1 | |
7024.0 | 1 | |
7003.0 | 1 | |
5282.0 | 1 | |
5075.0 | 1 | |
5064.0 | 1 |
virus04
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 225 |
---|---|
Distinct (%) | 34.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 184.78986 |
Minimum | 0 |
---|---|
Maximum | 4765.5 |
Zeros | 161 |
Zeros (%) | 24.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.5 |
median | 3.5 |
Q3 | 62.25 |
95-th percentile | 1196.75 |
Maximum | 4765.5 |
Range | 4765.5 |
Interquartile range (IQR) | 61.75 |
Descriptive statistics
Standard deviation | 532.68791 |
---|---|
Coefficient of variation (CV) | 2.8826685 |
Kurtosis | 27.476012 |
Mean | 184.78986 |
Median Absolute Deviation (MAD) | 3.5 |
Skewness | 4.7174141 |
Sum | 120298.2 |
Variance | 283756.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 161 | |
2.0 | 42 | 6.5% |
1.0 | 36 | 5.5% |
0.5 | 33 | 5.1% |
2.5 | 20 | 3.1% |
4.0 | 19 | 2.9% |
1.5 | 18 | 2.8% |
7.0 | 11 | 1.7% |
5.0 | 11 | 1.7% |
3.0 | 11 | 1.7% |
Other values (215) | 289 |
Value | Count | Frequency (%) |
0.0 | 161 | |
0.2 | 1 | 0.2% |
0.5 | 33 | 5.1% |
1.0 | 36 | 5.5% |
1.5 | 18 | 2.8% |
2.0 | 42 | 6.5% |
2.5 | 20 | 3.1% |
3.0 | 11 | 1.7% |
3.5 | 7 | 1.1% |
4.0 | 19 | 2.9% |
Value | Count | Frequency (%) |
4765.5 | 2 | |
3833.5 | 1 | |
3747.0 | 1 | |
2839.0 | 1 | |
2646.0 | 1 | |
2621.0 | 2 | |
2604.0 | 1 | |
2538.0 | 1 | |
2429.5 | 1 | |
2154.0 | 1 |
virus05
Real number (ℝ)
ZEROS
 
Distinct | 48 |
---|---|
Distinct (%) | 7.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.999232 |
Minimum | 0 |
---|---|
Maximum | 112 |
Zeros | 398 |
Zeros (%) | 61.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1.5 |
95-th percentile | 18 |
Maximum | 112 |
Range | 112 |
Interquartile range (IQR) | 1.5 |
Descriptive statistics
Standard deviation | 9.6336549 |
---|---|
Coefficient of variation (CV) | 3.2120406 |
Kurtosis | 41.664249 |
Mean | 2.999232 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.6950533 |
Sum | 1952.5 |
Variance | 92.807307 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 398 | |
1.0 | 44 | 6.8% |
0.5 | 41 | 6.3% |
2.0 | 28 | 4.3% |
1.5 | 19 | 2.9% |
3.0 | 15 | 2.3% |
4.0 | 14 | 2.2% |
8.0 | 9 | 1.4% |
2.5 | 9 | 1.4% |
6.0 | 7 | 1.1% |
Other values (38) | 67 | 10.3% |
Value | Count | Frequency (%) |
0.0 | 398 | |
0.5 | 41 | 6.3% |
1.0 | 44 | 6.8% |
1.5 | 19 | 2.9% |
2.0 | 28 | 4.3% |
2.5 | 9 | 1.4% |
3.0 | 15 | 2.3% |
3.5 | 6 | 0.9% |
4.0 | 14 | 2.2% |
4.5 | 3 | 0.5% |
Value | Count | Frequency (%) |
112.0 | 1 | |
77.0 | 1 | |
68.0 | 1 | |
64.0 | 1 | |
55.0 | 1 | |
50.0 | 1 | |
49.0 | 2 | |
48.0 | 2 | |
47.0 | 1 | |
45.0 | 1 |
virus06
Real number (ℝ)
SKEWED
  ZEROS
 
Distinct | 35 |
---|---|
Distinct (%) | 5.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0337942 |
Minimum | 0 |
---|---|
Maximum | 396 |
Zeros | 478 |
Zeros (%) | 73.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0.5 |
95-th percentile | 9 |
Maximum | 396 |
Range | 396 |
Interquartile range (IQR) | 0.5 |
Descriptive statistics
Standard deviation | 16.269592 |
---|---|
Coefficient of variation (CV) | 7.9996257 |
Kurtosis | 531.2286 |
Mean | 2.0337942 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 22.077451 |
Sum | 1324 |
Variance | 264.69963 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 478 | |
0.5 | 33 | 5.1% |
1.0 | 31 | 4.8% |
2.0 | 20 | 3.1% |
1.5 | 12 | 1.8% |
2.5 | 10 | 1.5% |
3.0 | 9 | 1.4% |
4.0 | 8 | 1.2% |
5.0 | 6 | 0.9% |
10.0 | 4 | 0.6% |
Other values (25) | 40 | 6.1% |
Value | Count | Frequency (%) |
0.0 | 478 | |
0.5 | 33 | 5.1% |
1.0 | 31 | 4.8% |
1.5 | 12 | 1.8% |
2.0 | 20 | 3.1% |
2.5 | 10 | 1.5% |
3.0 | 9 | 1.4% |
4.0 | 8 | 1.2% |
4.5 | 3 | 0.5% |
5.0 | 6 | 0.9% |
Value | Count | Frequency (%) |
396.0 | 1 | |
48.5 | 1 | |
47.0 | 1 | |
44.0 | 1 | |
41.0 | 1 | |
32.0 | 1 | |
31.0 | 1 | |
28.0 | 1 | |
25.0 | 1 | |
22.0 | 2 |
virus07
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 100 |
---|---|
Distinct (%) | 15.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.359447 |
Minimum | 0 |
---|---|
Maximum | 1308 |
Zeros | 455 |
Zeros (%) | 69.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2.25 |
95-th percentile | 87.5 |
Maximum | 1308 |
Range | 1308 |
Interquartile range (IQR) | 2.25 |
Descriptive statistics
Standard deviation | 72.583341 |
---|---|
Coefficient of variation (CV) | 4.1812012 |
Kurtosis | 164.93773 |
Mean | 17.359447 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.850883 |
Sum | 11301 |
Variance | 5268.3414 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 455 | |
1.0 | 16 | 2.5% |
0.5 | 9 | 1.4% |
4.0 | 9 | 1.4% |
2.0 | 7 | 1.1% |
8.0 | 6 | 0.9% |
33.0 | 5 | 0.8% |
9.0 | 5 | 0.8% |
13.0 | 5 | 0.8% |
16.0 | 4 | 0.6% |
Other values (90) | 130 | 20.0% |
Value | Count | Frequency (%) |
0.0 | 455 | |
0.5 | 9 | 1.4% |
1.0 | 16 | 2.5% |
1.5 | 1 | 0.2% |
2.0 | 7 | 1.1% |
2.5 | 1 | 0.2% |
3.0 | 3 | 0.5% |
3.5 | 2 | 0.3% |
4.0 | 9 | 1.4% |
5.0 | 4 | 0.6% |
Value | Count | Frequency (%) |
1308.0 | 1 | |
566.0 | 1 | |
537.5 | 1 | |
364.5 | 1 | |
344.0 | 1 | |
342.0 | 1 | |
294.0 | 1 | |
291.0 | 1 | |
282.0 | 1 | |
258.0 | 1 |
virus08
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 249 |
---|---|
Distinct (%) | 38.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 85.349462 |
Minimum | 0 |
---|---|
Maximum | 1214 |
Zeros | 199 |
Zeros (%) | 30.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 13 |
Q3 | 74 |
95-th percentile | 437 |
Maximum | 1214 |
Range | 1214 |
Interquartile range (IQR) | 74 |
Descriptive statistics
Standard deviation | 185.9239 |
---|---|
Coefficient of variation (CV) | 2.1783839 |
Kurtosis | 14.223104 |
Mean | 85.349462 |
Median Absolute Deviation (MAD) | 13 |
Skewness | 3.6181728 |
Sum | 55562.5 |
Variance | 34567.695 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 199 | |
0.5 | 16 | 2.5% |
1.0 | 15 | 2.3% |
7.5 | 10 | 1.5% |
2.0 | 10 | 1.5% |
6.0 | 8 | 1.2% |
5.5 | 6 | 0.9% |
11.0 | 6 | 0.9% |
2.5 | 6 | 0.9% |
7.0 | 6 | 0.9% |
Other values (239) | 369 |
Value | Count | Frequency (%) |
0.0 | 199 | |
0.5 | 16 | 2.5% |
1.0 | 15 | 2.3% |
1.5 | 5 | 0.8% |
2.0 | 10 | 1.5% |
2.5 | 6 | 0.9% |
3.0 | 3 | 0.5% |
3.5 | 2 | 0.3% |
4.0 | 4 | 0.6% |
4.5 | 3 | 0.5% |
Value | Count | Frequency (%) |
1214.0 | 1 | |
1196.0 | 1 | |
1114.0 | 1 | |
1076.0 | 1 | |
1069.0 | 1 | |
1054.0 | 1 | |
1004.0 | 1 | |
1000.0 | 1 | |
969.0 | 1 | |
959.0 | 1 |
virus09
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 43 |
---|---|
Distinct (%) | 6.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.3003072 |
Minimum | 0 |
---|---|
Maximum | 168 |
Zeros | 480 |
Zeros (%) | 73.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0.5 |
95-th percentile | 14 |
Maximum | 168 |
Range | 168 |
Interquartile range (IQR) | 0.5 |
Descriptive statistics
Standard deviation | 9.2296379 |
---|---|
Coefficient of variation (CV) | 4.0123501 |
Kurtosis | 172.10887 |
Mean | 2.3003072 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.032026 |
Sum | 1497.5 |
Variance | 85.186215 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 480 | |
0.5 | 25 | 3.8% |
1.0 | 18 | 2.8% |
2.0 | 10 | 1.5% |
1.5 | 10 | 1.5% |
6.0 | 10 | 1.5% |
4.5 | 9 | 1.4% |
2.5 | 9 | 1.4% |
3.0 | 8 | 1.2% |
14.0 | 5 | 0.8% |
Other values (33) | 67 | 10.3% |
Value | Count | Frequency (%) |
0.0 | 480 | |
0.5 | 25 | 3.8% |
1.0 | 18 | 2.8% |
1.5 | 10 | 1.5% |
2.0 | 10 | 1.5% |
2.5 | 9 | 1.4% |
3.0 | 8 | 1.2% |
3.5 | 4 | 0.6% |
4.0 | 5 | 0.8% |
4.5 | 9 | 1.4% |
Value | Count | Frequency (%) |
168.0 | 1 | |
86.0 | 1 | |
47.0 | 1 | |
38.0 | 2 | |
37.5 | 2 | |
36.0 | 1 | |
33.0 | 1 | |
28.0 | 1 | |
27.5 | 2 | |
24.5 | 1 |
virus10
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 651 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.9 KiB |
inspec_area
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.2 KiB |
부산지역축사 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 부산지역축사 |
---|---|
2nd row | 부산지역축사 |
3rd row | 부산지역축사 |
4th row | 부산지역축사 |
5th row | 부산지역축사 |
Common Values
Value | Count | Frequency (%) |
부산지역축사 | 651 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
부산지역축사 | 651 |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.2 KiB |
2021-06-01 06:09:03 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021-06-01 06:09:03 |
---|---|
2nd row | 2021-06-01 06:09:03 |
3rd row | 2021-06-01 06:09:03 |
4th row | 2021-06-01 06:09:03 |
5th row | 2021-06-01 06:09:03 |
Common Values
Value | Count | Frequency (%) |
2021-06-01 06:09:03 | 651 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-06-01 | 651 | |
06:09:03 | 651 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.972 | 0.000 | 0.339 | 0.314 | 0.360 | 0.196 | 0.320 | 0.125 | 0.330 | 0.303 | 0.362 |
inspec_ym | 0.972 | 1.000 | 0.000 | 0.369 | 0.323 | 0.386 | 0.208 | 0.407 | 0.055 | 0.356 | 0.376 | 0.415 |
inspec_wk | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
virus01 | 0.339 | 0.369 | 0.000 | 1.000 | 0.591 | 0.694 | 0.569 | 0.341 | 0.429 | 0.265 | 0.352 | 0.603 |
virus02 | 0.314 | 0.323 | 0.000 | 0.591 | 1.000 | 0.000 | 0.719 | 0.000 | 0.613 | 0.000 | 0.624 | 0.746 |
virus03 | 0.360 | 0.386 | 0.000 | 0.694 | 0.000 | 1.000 | 0.000 | 0.504 | 0.328 | 0.602 | 0.000 | 0.000 |
virus04 | 0.196 | 0.208 | 0.000 | 0.569 | 0.719 | 0.000 | 1.000 | 0.000 | 0.603 | 0.000 | 0.501 | 0.768 |
virus05 | 0.320 | 0.407 | 0.000 | 0.341 | 0.000 | 0.504 | 0.000 | 1.000 | 0.098 | 0.373 | 0.240 | 0.000 |
virus06 | 0.125 | 0.055 | 0.000 | 0.429 | 0.613 | 0.328 | 0.603 | 0.098 | 1.000 | 0.154 | 0.260 | 0.000 |
virus07 | 0.330 | 0.356 | 0.000 | 0.265 | 0.000 | 0.602 | 0.000 | 0.373 | 0.154 | 1.000 | 0.000 | 0.000 |
virus08 | 0.303 | 0.376 | 0.000 | 0.352 | 0.624 | 0.000 | 0.501 | 0.240 | 0.260 | 0.000 | 1.000 | 0.523 |
virus09 | 0.362 | 0.415 | 0.000 | 0.603 | 0.746 | 0.000 | 0.768 | 0.000 | 0.000 | 0.000 | 0.523 | 1.000 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | -0.375 | -0.010 | 0.184 | -0.529 | 0.671 | -0.356 | 0.092 | -0.037 | 0.578 | -0.277 | -0.439 |
inspec_ym | -0.375 | 1.000 | -0.004 | -0.336 | 0.516 | -0.765 | 0.335 | -0.024 | 0.189 | -0.560 | 0.350 | 0.229 |
inspec_wk | -0.010 | -0.004 | 1.000 | -0.005 | 0.004 | -0.020 | -0.024 | -0.027 | -0.021 | -0.020 | -0.021 | -0.011 |
virus01 | 0.184 | -0.336 | -0.005 | 1.000 | 0.207 | 0.415 | 0.491 | 0.443 | 0.235 | 0.378 | 0.390 | 0.151 |
virus02 | -0.529 | 0.516 | 0.004 | 0.207 | 1.000 | -0.589 | 0.735 | 0.212 | 0.336 | -0.467 | 0.680 | 0.558 |
virus03 | 0.671 | -0.765 | -0.020 | 0.415 | -0.589 | 1.000 | -0.306 | 0.141 | -0.046 | 0.822 | -0.264 | -0.380 |
virus04 | -0.356 | 0.335 | -0.024 | 0.491 | 0.735 | -0.306 | 1.000 | 0.345 | 0.414 | -0.165 | 0.731 | 0.467 |
virus05 | 0.092 | -0.024 | -0.027 | 0.443 | 0.212 | 0.141 | 0.345 | 1.000 | 0.192 | 0.239 | 0.302 | 0.072 |
virus06 | -0.037 | 0.189 | -0.021 | 0.235 | 0.336 | -0.046 | 0.414 | 0.192 | 1.000 | -0.017 | 0.234 | -0.017 |
virus07 | 0.578 | -0.560 | -0.020 | 0.378 | -0.467 | 0.822 | -0.165 | 0.239 | -0.017 | 1.000 | -0.097 | -0.305 |
virus08 | -0.277 | 0.350 | -0.021 | 0.390 | 0.680 | -0.264 | 0.731 | 0.302 | 0.234 | -0.097 | 1.000 | 0.413 |
virus09 | -0.439 | 0.229 | -0.011 | 0.151 | 0.558 | -0.380 | 0.467 | 0.072 | -0.017 | -0.305 | 0.413 | 1.000 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | virus10 | inspec_area | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 407069 | 200408 | 4 | 4696.0 | 0.0 | 2899.0 | 1.0 | 8.0 | 5.0 | 8.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
1 | 407070 | 200408 | 5 | 4056.0 | 0.0 | 3846.0 | 8.0 | 8.0 | 0.0 | 16.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
2 | 407071 | 200409 | 1 | 2087.0 | 0.0 | 1530.0 | 0.0 | 6.0 | 0.0 | 6.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
3 | 407072 | 200409 | 2 | 2245.0 | 0.0 | 2261.0 | 16.0 | 49.0 | 0.0 | 48.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
4 | 407073 | 200409 | 3 | 2194.0 | 0.0 | 916.0 | 1.0 | 18.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
5 | 407074 | 200409 | 4 | 711.0 | 0.0 | 715.0 | 4.0 | 16.0 | 0.0 | 48.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
6 | 407075 | 200410 | 1 | 254.0 | 0.0 | 105.0 | 5.0 | 8.0 | 0.0 | 9.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
7 | 407076 | 200410 | 2 | 298.0 | 0.0 | 84.0 | 4.0 | 14.0 | 0.0 | 4.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
8 | 407077 | 200410 | 3 | 178.0 | 51.0 | 5.0 | 17.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
9 | 407078 | 200410 | 4 | 230.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | virus10 | inspec_area | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
641 | 406686 | 201208 | 3 | 492.0 | 10.0 | 0.0 | 579.0 | 4.0 | 0.0 | 0.0 | 156.0 | 8.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
642 | 406687 | 201208 | 4 | 284.0 | 32.5 | 0.0 | 1251.5 | 2.5 | 0.0 | 0.0 | 84.0 | 10.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
643 | 406688 | 201209 | 1 | 1380.0 | 14.0 | 0.0 | 1626.0 | 7.5 | 0.0 | 0.0 | 420.0 | 14.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
644 | 406689 | 201209 | 2 | 365.0 | 24.0 | 0.0 | 476.0 | 3.0 | 0.0 | 0.0 | 44.0 | 4.5 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
645 | 406690 | 201209 | 3 | 81.5 | 35.5 | 0.0 | 194.0 | 1.5 | 0.0 | 0.0 | 79.0 | 4.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
646 | 406691 | 201209 | 4 | 85.5 | 6.5 | 0.0 | 139.0 | 2.0 | 0.0 | 0.0 | 205.5 | 2.5 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
647 | 406692 | 201210 | 1 | 71.5 | 9.5 | 0.0 | 61.5 | 1.5 | 0.0 | 0.0 | 193.5 | 4.5 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
648 | 406693 | 201210 | 2 | 15.0 | 3.0 | 0.0 | 17.0 | 0.5 | 0.0 | 0.0 | 43.5 | 1.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
649 | 406694 | 201210 | 3 | 7.5 | 7.5 | 0.0 | 7.5 | 1.0 | 0.0 | 0.0 | 29.0 | 1.5 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |
650 | 406695 | 201210 | 4 | 2.5 | 3.5 | 0.0 | 2.5 | 0.0 | 0.0 | 0.0 | 3.0 | 0.0 | <NA> | 부산지역축사 | 2021-06-01 06:09:03 |