Dataset statistics
Number of variables | 15 |
---|---|
Number of observations | 642 |
Missing cells | 646 |
Missing cells (%) | 6.7% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 83.5 KiB |
Average record size in memory | 133.2 B |
Variable types
Numeric | 12 |
---|---|
Unsupported | 1 |
Categorical | 2 |
Dataset
Description | 2021-02-01 |
---|---|
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 inspec_ym and 2 other fields | High correlation |
inspec_ym is highly overall correlated with skey and 3 other fields | High correlation |
virus02 is highly overall correlated with inspec_ym and 4 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 642 (100.0%) missing values | Missing |
virus06 is highly skewed (γ1 = 21.92658212) | Skewed |
skey has unique values | Unique |
virus10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
virus01 has 88 (13.7%) zeros | Zeros |
virus02 has 305 (47.5%) zeros | Zeros |
virus03 has 408 (63.6%) zeros | Zeros |
virus04 has 160 (24.9%) zeros | Zeros |
virus05 has 389 (60.6%) zeros | Zeros |
virus06 has 471 (73.4%) zeros | Zeros |
virus07 has 446 (69.5%) zeros | Zeros |
virus08 has 198 (30.8%) zeros | Zeros |
virus09 has 475 (74.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-17 00:57:27.184263 |
---|---|
Analysis finished | 2024-04-17 00:57:40.299020 |
Duration | 13.11 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 642 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 329600.5 |
Minimum | 329280 |
---|---|
Maximum | 329921 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 329280 |
---|---|
5-th percentile | 329312.05 |
Q1 | 329440.25 |
median | 329600.5 |
Q3 | 329760.75 |
95-th percentile | 329888.95 |
Maximum | 329921 |
Range | 641 |
Interquartile range (IQR) | 320.5 |
Descriptive statistics
Standard deviation | 185.47372 |
---|---|
Coefficient of variation (CV) | 0.0005627228 |
Kurtosis | -1.2 |
Mean | 329600.5 |
Median Absolute Deviation (MAD) | 160.5 |
Skewness | 0 |
Sum | 2.1160352 × 108 |
Variance | 34400.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
329777 | 1 | 0.2% |
329522 | 1 | 0.2% |
329464 | 1 | 0.2% |
329465 | 1 | 0.2% |
329466 | 1 | 0.2% |
329467 | 1 | 0.2% |
329468 | 1 | 0.2% |
329469 | 1 | 0.2% |
329470 | 1 | 0.2% |
329471 | 1 | 0.2% |
Other values (632) | 632 |
Value | Count | Frequency (%) |
329280 | 1 | |
329281 | 1 | |
329282 | 1 | |
329283 | 1 | |
329284 | 1 | |
329285 | 1 | |
329286 | 1 | |
329287 | 1 | |
329288 | 1 | |
329289 | 1 |
Value | Count | Frequency (%) |
329921 | 1 | |
329920 | 1 | |
329919 | 1 | |
329918 | 1 | |
329917 | 1 | |
329916 | 1 | |
329915 | 1 | |
329914 | 1 | |
329913 | 1 | |
329912 | 1 |
inspec_ym
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 148 |
---|---|
Distinct (%) | 23.2% |
Missing | 4 |
Missing (%) | 0.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201136.51 |
Minimum | 200204 |
---|---|
Maximum | 202011 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 200204 |
---|---|
5-th percentile | 200305 |
Q1 | 200706 |
median | 201111 |
Q3 | 201605.75 |
95-th percentile | 202004 |
Maximum | 202011 |
Range | 1807 |
Interquartile range (IQR) | 899.75 |
Descriptive statistics
Standard deviation | 533.37371 |
---|---|
Coefficient of variation (CV) | 0.0026517995 |
Kurtosis | -1.1353235 |
Mean | 201136.51 |
Median Absolute Deviation (MAD) | 450 |
Skewness | -0.059695916 |
Sum | 1.283251 × 108 |
Variance | 284487.52 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201405 | 8 | 1.2% |
201404 | 7 | 1.1% |
200908 | 5 | 0.8% |
200209 | 5 | 0.8% |
201407 | 5 | 0.8% |
200208 | 5 | 0.8% |
201409 | 5 | 0.8% |
201504 | 5 | 0.8% |
201507 | 5 | 0.8% |
201509 | 5 | 0.8% |
Other values (138) | 583 |
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 (%) |
202011 | 4 | |
202010 | 4 | |
202009 | 4 | |
202008 | 5 | |
202007 | 4 | |
202006 | 5 | |
202005 | 4 | |
202004 | 4 | |
201911 | 4 | |
201910 | 5 |
inspec_wk
Real number (ℝ)
Distinct | 9 |
---|---|
Distinct (%) | 1.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.758567 |
Minimum | 1 |
---|---|
Maximum | 9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 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 | 1.3391838 |
---|---|
Coefficient of variation (CV) | 0.48546358 |
Kurtosis | 0.036033066 |
Mean | 2.758567 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 0.41224543 |
Sum | 1771 |
Variance | 1.7934132 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 148 | |
4 | 148 | |
1 | 144 | |
2 | 144 | |
5 | 52 | 8.1% |
6 | 2 | 0.3% |
7 | 2 | 0.3% |
8 | 1 | 0.2% |
9 | 1 | 0.2% |
Value | Count | Frequency (%) |
1 | 144 | |
2 | 144 | |
3 | 148 | |
4 | 148 | |
5 | 52 | 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 | 52 | 8.1% |
4 | 148 | |
3 | 148 | |
2 | 144 | |
1 | 144 |
virus01
Real number (ℝ)
ZEROS
 
Distinct | 341 |
---|---|
Distinct (%) | 53.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 363.40966 |
Minimum | 0 |
---|---|
Maximum | 7022 |
Zeros | 88 |
Zeros (%) | 13.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.5 |
median | 44 |
Q3 | 254.75 |
95-th percentile | 1959.95 |
Maximum | 7022 |
Range | 7022 |
Interquartile range (IQR) | 252.25 |
Descriptive statistics
Standard deviation | 865.99646 |
---|---|
Coefficient of variation (CV) | 2.3829759 |
Kurtosis | 18.837943 |
Mean | 363.40966 |
Median Absolute Deviation (MAD) | 44 |
Skewness | 4.0041514 |
Sum | 233309 |
Variance | 749949.87 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 88 | 13.7% |
1.0 | 25 | 3.9% |
0.5 | 18 | 2.8% |
2.0 | 14 | 2.2% |
2.5 | 11 | 1.7% |
4.5 | 10 | 1.6% |
3.0 | 9 | 1.4% |
4.0 | 8 | 1.2% |
1.5 | 8 | 1.2% |
7.5 | 7 | 1.1% |
Other values (331) | 444 |
Value | Count | Frequency (%) |
0.0 | 88 | |
0.5 | 18 | 2.8% |
1.0 | 25 | 3.9% |
1.5 | 8 | 1.2% |
2.0 | 14 | 2.2% |
2.5 | 11 | 1.7% |
3.0 | 9 | 1.4% |
3.5 | 4 | 0.6% |
4.0 | 8 | 1.2% |
4.5 | 10 | 1.6% |
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 (%) | 17.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.562305 |
Minimum | 0 |
---|---|
Maximum | 259.5 |
Zeros | 305 |
Zeros (%) | 47.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0.5 |
Q3 | 9 |
95-th percentile | 68.35 |
Maximum | 259.5 |
Range | 259.5 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 32.288699 |
---|---|
Coefficient of variation (CV) | 2.5702845 |
Kurtosis | 21.77212 |
Mean | 12.562305 |
Median Absolute Deviation (MAD) | 0.5 |
Skewness | 4.3488175 |
Sum | 8065 |
Variance | 1042.5601 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 305 | |
1.0 | 33 | 5.1% |
0.5 | 23 | 3.6% |
2.0 | 19 | 3.0% |
3.0 | 16 | 2.5% |
1.5 | 11 | 1.7% |
3.5 | 10 | 1.6% |
4.5 | 8 | 1.2% |
2.5 | 8 | 1.2% |
6.0 | 7 | 1.1% |
Other values (102) | 202 |
Value | Count | Frequency (%) |
0.0 | 305 | |
0.5 | 23 | 3.6% |
1.0 | 33 | 5.1% |
1.5 | 11 | 1.7% |
2.0 | 19 | 3.0% |
2.5 | 8 | 1.2% |
3.0 | 16 | 2.5% |
3.5 | 10 | 1.6% |
4.0 | 7 | 1.1% |
4.5 | 8 | 1.2% |
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 (%) | 27.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 387.96028 |
Minimum | 0 |
---|---|
Maximum | 9718 |
Zeros | 408 |
Zeros (%) | 63.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 18.375 |
95-th percentile | 2672.55 |
Maximum | 9718 |
Range | 9718 |
Interquartile range (IQR) | 18.375 |
Descriptive statistics
Standard deviation | 1213.0599 |
---|---|
Coefficient of variation (CV) | 3.126763 |
Kurtosis | 24.203536 |
Mean | 387.96028 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.5302219 |
Sum | 249070.5 |
Variance | 1471514.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 408 | |
0.5 | 14 | 2.2% |
1.0 | 8 | 1.2% |
5.0 | 7 | 1.1% |
2.0 | 5 | 0.8% |
7.0 | 4 | 0.6% |
3.0 | 4 | 0.6% |
12.0 | 4 | 0.6% |
17.0 | 3 | 0.5% |
4.0 | 3 | 0.5% |
Other values (166) | 182 |
Value | Count | Frequency (%) |
0.0 | 408 | |
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 (%) | 35.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 187.35156 |
Minimum | 0 |
---|---|
Maximum | 4765.5 |
Zeros | 160 |
Zeros (%) | 24.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.275 |
median | 3.75 |
Q3 | 65 |
95-th percentile | 1199.225 |
Maximum | 4765.5 |
Range | 4765.5 |
Interquartile range (IQR) | 64.725 |
Descriptive statistics
Standard deviation | 535.97115 |
---|---|
Coefficient of variation (CV) | 2.8607777 |
Kurtosis | 27.066752 |
Mean | 187.35156 |
Median Absolute Deviation (MAD) | 3.75 |
Skewness | 4.6826533 |
Sum | 120279.7 |
Variance | 287265.08 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 160 | |
2.0 | 41 | 6.4% |
1.0 | 35 | 5.5% |
0.5 | 33 | 5.1% |
4.0 | 18 | 2.8% |
1.5 | 17 | 2.6% |
2.5 | 16 | 2.5% |
5.0 | 11 | 1.7% |
9.0 | 11 | 1.7% |
3.0 | 11 | 1.7% |
Other values (215) | 289 |
Value | Count | Frequency (%) |
0.0 | 160 | |
0.2 | 1 | 0.2% |
0.5 | 33 | 5.1% |
1.0 | 35 | 5.5% |
1.5 | 17 | 2.6% |
2.0 | 41 | 6.4% |
2.5 | 16 | 2.5% |
3.0 | 11 | 1.7% |
3.5 | 7 | 1.1% |
4.0 | 18 | 2.8% |
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 (%) | 7.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0412773 |
Minimum | 0 |
---|---|
Maximum | 112 |
Zeros | 389 |
Zeros (%) | 60.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 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 | 9.694447 |
---|---|
Coefficient of variation (CV) | 3.1876236 |
Kurtosis | 41.072366 |
Mean | 3.0412773 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.6546627 |
Sum | 1952.5 |
Variance | 93.982303 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 389 | |
1.0 | 44 | 6.9% |
0.5 | 41 | 6.4% |
2.0 | 28 | 4.4% |
1.5 | 19 | 3.0% |
3.0 | 15 | 2.3% |
4.0 | 14 | 2.2% |
2.5 | 9 | 1.4% |
8.0 | 9 | 1.4% |
6.0 | 7 | 1.1% |
Other values (38) | 67 | 10.4% |
Value | Count | Frequency (%) |
0.0 | 389 | |
0.5 | 41 | 6.4% |
1.0 | 44 | 6.9% |
1.5 | 19 | 3.0% |
2.0 | 28 | 4.4% |
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 (%) | 5.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0584112 |
Minimum | 0 |
---|---|
Maximum | 396 |
Zeros | 471 |
Zeros (%) | 73.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 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 | 16.381902 |
---|---|
Coefficient of variation (CV) | 7.9585176 |
Kurtosis | 523.96105 |
Mean | 2.0584112 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 21.926582 |
Sum | 1321.5 |
Variance | 268.36671 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 471 | |
0.5 | 32 | 5.0% |
1.0 | 31 | 4.8% |
2.0 | 19 | 3.0% |
1.5 | 12 | 1.9% |
2.5 | 10 | 1.6% |
3.0 | 9 | 1.4% |
4.0 | 8 | 1.2% |
5.0 | 6 | 0.9% |
10.0 | 4 | 0.6% |
Other values (25) | 40 | 6.2% |
Value | Count | Frequency (%) |
0.0 | 471 | |
0.5 | 32 | 5.0% |
1.0 | 31 | 4.8% |
1.5 | 12 | 1.9% |
2.0 | 19 | 3.0% |
2.5 | 10 | 1.6% |
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 (%) | 15.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.602804 |
Minimum | 0 |
---|---|
Maximum | 1308 |
Zeros | 446 |
Zeros (%) | 69.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 87.95 |
Maximum | 1308 |
Range | 1308 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 73.061764 |
---|---|
Coefficient of variation (CV) | 4.1505754 |
Kurtosis | 162.75528 |
Mean | 17.602804 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.779124 |
Sum | 11301 |
Variance | 5338.0214 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 446 | |
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% |
9.0 | 5 | 0.8% |
13.0 | 5 | 0.8% |
33.0 | 5 | 0.8% |
7.0 | 4 | 0.6% |
Other values (90) | 130 | 20.2% |
Value | Count | Frequency (%) |
0.0 | 446 | |
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 (%) | 38.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 86.44081 |
Minimum | 0 |
---|---|
Maximum | 1214 |
Zeros | 198 |
Zeros (%) | 30.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 14 |
Q3 | 74.75 |
95-th percentile | 439.7 |
Maximum | 1214 |
Range | 1214 |
Interquartile range (IQR) | 74.75 |
Descriptive statistics
Standard deviation | 186.99071 |
---|---|
Coefficient of variation (CV) | 2.1632225 |
Kurtosis | 13.986653 |
Mean | 86.44081 |
Median Absolute Deviation (MAD) | 14 |
Skewness | 3.5901852 |
Sum | 55495 |
Variance | 34965.525 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 198 | |
1.0 | 15 | 2.3% |
0.5 | 13 | 2.0% |
7.5 | 10 | 1.6% |
2.0 | 10 | 1.6% |
6.0 | 8 | 1.2% |
7.0 | 6 | 0.9% |
2.5 | 6 | 0.9% |
5.5 | 5 | 0.8% |
11.0 | 5 | 0.8% |
Other values (239) | 366 |
Value | Count | Frequency (%) |
0.0 | 198 | |
0.5 | 13 | 2.0% |
1.0 | 15 | 2.3% |
1.5 | 5 | 0.8% |
2.0 | 10 | 1.6% |
2.5 | 6 | 0.9% |
3.0 | 3 | 0.5% |
3.5 | 2 | 0.3% |
4.0 | 4 | 0.6% |
4.5 | 2 | 0.3% |
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 (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.3255452 |
Minimum | 0 |
---|---|
Maximum | 168 |
Zeros | 475 |
Zeros (%) | 74.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 5.8 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 | 9.2913461 |
---|---|
Coefficient of variation (CV) | 3.9953411 |
Kurtosis | 169.7992 |
Mean | 2.3255452 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 10.957948 |
Sum | 1493 |
Variance | 86.329112 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 475 | |
0.5 | 23 | 3.6% |
1.0 | 18 | 2.8% |
6.0 | 10 | 1.6% |
1.5 | 9 | 1.4% |
2.5 | 9 | 1.4% |
4.5 | 9 | 1.4% |
2.0 | 9 | 1.4% |
3.0 | 8 | 1.2% |
14.5 | 5 | 0.8% |
Other values (33) | 67 | 10.4% |
Value | Count | Frequency (%) |
0.0 | 475 | |
0.5 | 23 | 3.6% |
1.0 | 18 | 2.8% |
1.5 | 9 | 1.4% |
2.0 | 9 | 1.4% |
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 | 642 |
---|---|
Missing (%) | 100.0% |
Memory size | 5.8 KiB |
inspec_area
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.1 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 | 642 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
부산지역축사 | 642 |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.1 KiB |
2021-02-01 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 | 2021-02-01 06:09:03 |
---|---|
2nd row | 2021-02-01 06:09:03 |
3rd row | 2021-02-01 06:09:03 |
4th row | 2021-02-01 06:09:03 |
5th row | 2021-02-01 06:09:03 |
Common Values
Value | Count | Frequency (%) |
2021-02-01 06:09:03 | 642 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021-02-01 | 642 | |
06:09:03 | 642 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.995 | 0.000 | 0.329 | 0.312 | 0.361 | 0.232 | 0.399 | 0.070 | 0.368 | 0.384 | 0.432 |
inspec_ym | 0.995 | 1.000 | 0.000 | 0.362 | 0.303 | 0.384 | 0.233 | 0.420 | 0.000 | 0.354 | 0.370 | 0.473 |
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 | 0.329 | 0.362 | 0.000 | 1.000 | 0.590 | 0.694 | 0.569 | 0.340 | 0.429 | 0.262 | 0.349 | 0.602 |
virus02 | 0.312 | 0.303 | 0.000 | 0.590 | 1.000 | 0.000 | 0.718 | 0.000 | 0.613 | 0.000 | 0.623 | 0.746 |
virus03 | 0.361 | 0.384 | 0.000 | 0.694 | 0.000 | 1.000 | 0.000 | 0.503 | 0.326 | 0.601 | 0.000 | 0.000 |
virus04 | 0.232 | 0.233 | 0.000 | 0.569 | 0.718 | 0.000 | 1.000 | 0.000 | 0.602 | 0.000 | 0.500 | 0.767 |
virus05 | 0.399 | 0.420 | 0.000 | 0.340 | 0.000 | 0.503 | 0.000 | 1.000 | 0.096 | 0.372 | 0.239 | 0.000 |
virus06 | 0.070 | 0.000 | 0.000 | 0.429 | 0.613 | 0.326 | 0.602 | 0.096 | 1.000 | 0.154 | 0.259 | 0.000 |
virus07 | 0.368 | 0.354 | 0.000 | 0.262 | 0.000 | 0.601 | 0.000 | 0.372 | 0.154 | 1.000 | 0.000 | 0.000 |
virus08 | 0.384 | 0.370 | 0.000 | 0.349 | 0.623 | 0.000 | 0.500 | 0.239 | 0.259 | 0.000 | 1.000 | 0.522 |
virus09 | 0.432 | 0.473 | 0.000 | 0.602 | 0.746 | 0.000 | 0.767 | 0.000 | 0.000 | 0.000 | 0.522 | 1.000 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 1.000 | -0.004 | -0.337 | 0.495 | -0.750 | 0.329 | -0.022 | 0.195 | -0.545 | 0.355 | 0.200 |
inspec_ym | 1.000 | 1.000 | -0.005 | -0.326 | 0.522 | -0.766 | 0.353 | -0.007 | 0.198 | -0.558 | 0.368 | 0.229 |
inspec_wk | -0.004 | -0.005 | 1.000 | -0.005 | 0.003 | -0.020 | -0.024 | -0.027 | -0.025 | -0.020 | -0.023 | -0.007 |
virus01 | -0.337 | -0.326 | -0.005 | 1.000 | 0.210 | 0.411 | 0.491 | 0.438 | 0.236 | 0.373 | 0.388 | 0.157 |
virus02 | 0.495 | 0.522 | 0.003 | 0.210 | 1.000 | -0.589 | 0.740 | 0.214 | 0.340 | -0.467 | 0.683 | 0.559 |
virus03 | -0.750 | -0.766 | -0.020 | 0.411 | -0.589 | 1.000 | -0.312 | 0.135 | -0.048 | 0.822 | -0.271 | -0.381 |
virus04 | 0.329 | 0.353 | -0.024 | 0.491 | 0.740 | -0.312 | 1.000 | 0.343 | 0.418 | -0.170 | 0.734 | 0.471 |
virus05 | -0.022 | -0.007 | -0.027 | 0.438 | 0.214 | 0.135 | 0.343 | 1.000 | 0.192 | 0.234 | 0.299 | 0.075 |
virus06 | 0.195 | 0.198 | -0.025 | 0.236 | 0.340 | -0.048 | 0.418 | 0.192 | 1.000 | -0.018 | 0.233 | -0.012 |
virus07 | -0.545 | -0.558 | -0.020 | 0.373 | -0.467 | 0.822 | -0.170 | 0.234 | -0.018 | 1.000 | -0.103 | -0.306 |
virus08 | 0.355 | 0.368 | -0.023 | 0.388 | 0.683 | -0.271 | 0.734 | 0.299 | 0.233 | -0.103 | 1.000 | 0.418 |
virus09 | 0.200 | 0.229 | -0.007 | 0.157 | 0.559 | -0.381 | 0.471 | 0.075 | -0.012 | -0.306 | 0.418 | 1.000 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | virus10 | inspec_area | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 329777 | 201609 | 3 | 161.0 | 10.5 | 0.5 | 30.5 | 0.0 | 0.5 | 0.0 | 34.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
1 | 329778 | 201609 | 4 | 139.5 | 1.5 | 0.0 | 21.5 | 2.5 | 0.5 | 1.0 | 136.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
2 | 329779 | 201610 | 1 | 59.0 | 0.5 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 92.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
3 | 329780 | 201610 | 2 | 7.5 | 1.5 | 0.0 | 9.0 | 1.0 | 0.0 | 0.0 | 93.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
4 | 329781 | 201610 | 3 | 4.0 | 0.5 | 0.0 | 1.5 | 1.5 | 0.5 | 0.0 | 36.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
5 | 329782 | 201610 | 4 | 3.5 | 1.5 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 22.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
6 | 329783 | 201611 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
7 | 329784 | 201611 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
8 | 329785 | 201611 | 3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
9 | 329786 | 201611 | 4 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
skey | inspec_ym | inspec_wk | virus01 | virus02 | virus03 | virus04 | virus05 | virus06 | virus07 | virus08 | virus09 | virus10 | inspec_area | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
632 | 329397 | 200510 | 4 | 116.0 | 0.0 | 29.0 | 4.0 | 0.0 | 1.0 | 0.0 | 16.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
633 | 329398 | 200604 | 1 | 11.5 | 1.0 | 3.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
634 | 329399 | 200604 | 2 | 3.0 | 0.0 | 7.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
635 | 329400 | 200604 | 3 | 6.5 | 0.5 | 4.5 | 0.0 | 0.5 | 0.0 | 0.0 | 0.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
636 | 329401 | 200604 | 4 | 4.5 | 2.5 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
637 | 329402 | 200605 | 1 | 2.5 | 4.0 | 1.5 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
638 | 329403 | 200605 | 2 | 7.0 | 0.5 | 7.0 | 0.0 | 0.5 | 0.0 | 5.5 | 4.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
639 | 329404 | 200605 | 3 | 7.5 | 7.0 | 14.5 | 0.5 | 0.0 | 0.0 | 4.0 | 8.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
640 | 329405 | 200605 | 4 | 11.0 | 3.0 | 16.0 | 3.5 | 0.0 | 0.0 | 9.5 | 10.0 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |
641 | 329406 | 200605 | 5 | 25.0 | 3.0 | 16.5 | 1.5 | 1.5 | 0.0 | 8.5 | 17.5 | 0.0 | <NA> | 부산지역축사 | 2021-02-01 06:09:03 |