Dataset statistics
Number of variables | 17 |
---|---|
Number of observations | 213 |
Missing cells | 7 |
Missing cells (%) | 0.2% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 31.7 KiB |
Average record size in memory | 152.6 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 16 |
Dataset
Description | 충청남도 코로나19 일일 검사 건수에 대한 데이터로 2020년 2월 1일에서 8월 30일까지의 15개 시군별 일일 검사건수 및 해당기간 동안의 누계 검사건수를 제공합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=64&beforeMenuCd=DOM_000000201001001000&publicdatapk=15109463 |
누계 is highly overall correlated with 계룡시 and 1 other fields | High correlation |
천안시 is highly overall correlated with 공주시 and 4 other fields | High correlation |
공주시 is highly overall correlated with 천안시 and 8 other fields | High correlation |
보령시 is highly overall correlated with 천안시 and 8 other fields | High correlation |
아산시 is highly overall correlated with 천안시 and 6 other fields | High correlation |
서산시 is highly overall correlated with 보령시 | High correlation |
논산시 is highly overall correlated with 공주시 | High correlation |
계룡시 is highly overall correlated with 누계 and 1 other fields | High correlation |
당진시 is highly overall correlated with 누계 and 1 other fields | High correlation |
금산군 is highly overall correlated with 공주시 and 4 other fields | High correlation |
서천군 is highly overall correlated with 천안시 and 4 other fields | High correlation |
청양군 is highly overall correlated with 공주시 and 2 other fields | High correlation |
예산군 is highly overall correlated with 공주시 and 2 other fields | High correlation |
태안군 is highly overall correlated with 천안시 and 5 other fields | High correlation |
홍성군 has 7 (3.3%) missing values | Missing |
구분 has unique values | Unique |
천안시 has 23 (10.8%) zeros | Zeros |
공주시 has 9 (4.2%) zeros | Zeros |
보령시 has 14 (6.6%) zeros | Zeros |
서산시 has 13 (6.1%) zeros | Zeros |
논산시 has 10 (4.7%) zeros | Zeros |
금산군 has 46 (21.6%) zeros | Zeros |
부여군 has 207 (97.2%) zeros | Zeros |
서천군 has 23 (10.8%) zeros | Zeros |
청양군 has 50 (23.5%) zeros | Zeros |
홍성군 has 26 (12.2%) zeros | Zeros |
예산군 has 8 (3.8%) zeros | Zeros |
태안군 has 28 (13.1%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-09 21:01:10.601284 |
---|---|
Analysis finished | 2024-01-09 21:01:32.931754 |
Duration | 22.33 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Date
UNIQUE
 
Distinct | 213 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.8 KiB |
Minimum | 2020-02-01 00:00:00 |
---|---|
Maximum | 2020-08-31 00:00:00 |
누계
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 192 |
---|---|
Distinct (%) | 90.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 891.24413 |
Minimum | 233 |
---|---|
Maximum | 2962 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 233 |
---|---|
5-th percentile | 315.2 |
Q1 | 418 |
median | 629 |
Q3 | 1088 |
95-th percentile | 2273 |
Maximum | 2962 |
Range | 2729 |
Interquartile range (IQR) | 670 |
Descriptive statistics
Standard deviation | 638.6865 |
---|---|
Coefficient of variation (CV) | 0.71662351 |
Kurtosis | 0.66672391 |
Mean | 891.24413 |
Median Absolute Deviation (MAD) | 266 |
Skewness | 1.2841619 |
Sum | 189835 |
Variance | 407920.44 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
465 | 3 | 1.4% |
360 | 2 | 0.9% |
454 | 2 | 0.9% |
463 | 2 | 0.9% |
438 | 2 | 0.9% |
459 | 2 | 0.9% |
957 | 2 | 0.9% |
741 | 2 | 0.9% |
594 | 2 | 0.9% |
535 | 2 | 0.9% |
Other values (182) | 192 |
Value | Count | Frequency (%) |
233 | 1 | |
234 | 1 | |
269 | 1 | |
271 | 1 | |
303 | 1 | |
305 | 1 | |
307 | 1 | |
308 | 1 | |
309 | 2 | |
314 | 1 |
Value | Count | Frequency (%) |
2962 | 1 | |
2857 | 1 | |
2721 | 1 | |
2553 | 1 | |
2549 | 1 | |
2450 | 1 | |
2367 | 1 | |
2349 | 1 | |
2346 | 1 | |
2331 | 1 |
천안시
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 112 |
---|---|
Distinct (%) | 52.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 87.370892 |
Minimum | 0 |
---|---|
Maximum | 960 |
Zeros | 23 |
Zeros (%) | 10.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 46 |
median | 68 |
Q3 | 95 |
95-th percentile | 217.2 |
Maximum | 960 |
Range | 960 |
Interquartile range (IQR) | 49 |
Descriptive statistics
Standard deviation | 103.71145 |
---|---|
Coefficient of variation (CV) | 1.1870252 |
Kurtosis | 30.414438 |
Mean | 87.370892 |
Median Absolute Deviation (MAD) | 24 |
Skewness | 4.7084004 |
Sum | 18610 |
Variance | 10756.065 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 23 | 10.8% |
73 | 7 | 3.3% |
82 | 6 | 2.8% |
68 | 6 | 2.8% |
43 | 5 | 2.3% |
56 | 5 | 2.3% |
57 | 5 | 2.3% |
80 | 4 | 1.9% |
64 | 4 | 1.9% |
48 | 4 | 1.9% |
Other values (102) | 144 |
Value | Count | Frequency (%) |
0 | 23 | |
3 | 1 | 0.5% |
9 | 2 | 0.9% |
10 | 1 | 0.5% |
15 | 1 | 0.5% |
20 | 2 | 0.9% |
25 | 1 | 0.5% |
26 | 1 | 0.5% |
27 | 1 | 0.5% |
29 | 1 | 0.5% |
Value | Count | Frequency (%) |
960 | 1 | |
665 | 1 | |
581 | 1 | |
497 | 1 | |
363 | 1 | |
357 | 1 | |
306 | 1 | |
275 | 1 | |
245 | 1 | |
230 | 1 |
공주시
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 27.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 25.13615 |
Minimum | 0 |
---|---|
Maximum | 88 |
Zeros | 9 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.6 |
Q1 | 14 |
median | 24 |
Q3 | 34 |
95-th percentile | 50.4 |
Maximum | 88 |
Range | 88 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 15.407216 |
---|---|
Coefficient of variation (CV) | 0.61295052 |
Kurtosis | 1.6084818 |
Mean | 25.13615 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.85022905 |
Sum | 5354 |
Variance | 237.38232 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 9 | 4.2% |
13 | 9 | 4.2% |
14 | 8 | 3.8% |
20 | 8 | 3.8% |
32 | 7 | 3.3% |
24 | 7 | 3.3% |
15 | 7 | 3.3% |
22 | 7 | 3.3% |
34 | 7 | 3.3% |
25 | 6 | 2.8% |
Other values (49) | 138 |
Value | Count | Frequency (%) |
0 | 9 | |
1 | 2 | 0.9% |
2 | 5 | |
3 | 1 | 0.5% |
4 | 1 | 0.5% |
5 | 2 | 0.9% |
6 | 2 | 0.9% |
7 | 1 | 0.5% |
8 | 1 | 0.5% |
9 | 2 | 0.9% |
Value | Count | Frequency (%) |
88 | 1 | |
81 | 1 | |
76 | 1 | |
69 | 1 | |
61 | 1 | |
58 | 1 | |
55 | 1 | |
54 | 2 | |
53 | 1 | |
51 | 1 |
보령시
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 42 |
---|---|
Distinct (%) | 19.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.690141 |
Minimum | 0 |
---|---|
Maximum | 131 |
Zeros | 14 |
Zeros (%) | 6.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4 |
median | 9 |
Q3 | 17 |
95-th percentile | 35.8 |
Maximum | 131 |
Range | 131 |
Interquartile range (IQR) | 13 |
Descriptive statistics
Standard deviation | 13.706415 |
---|---|
Coefficient of variation (CV) | 1.0800837 |
Kurtosis | 26.124803 |
Mean | 12.690141 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 3.7995857 |
Sum | 2703 |
Variance | 187.8658 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 14 | 6.6% |
5 | 14 | 6.6% |
7 | 13 | 6.1% |
4 | 12 | 5.6% |
9 | 11 | 5.2% |
3 | 11 | 5.2% |
1 | 11 | 5.2% |
14 | 10 | 4.7% |
6 | 9 | 4.2% |
11 | 9 | 4.2% |
Other values (32) | 99 |
Value | Count | Frequency (%) |
0 | 14 | |
1 | 11 | |
2 | 6 | |
3 | 11 | |
4 | 12 | |
5 | 14 | |
6 | 9 | |
7 | 13 | |
8 | 8 | |
9 | 11 |
Value | Count | Frequency (%) |
131 | 1 | |
54 | 1 | |
51 | 1 | |
49 | 1 | |
47 | 1 | |
46 | 2 | |
45 | 2 | |
42 | 1 | |
37 | 1 | |
35 | 1 |
아산시
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 77 |
---|---|
Distinct (%) | 36.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.230047 |
Minimum | 0 |
---|---|
Maximum | 131 |
Zeros | 2 |
Zeros (%) | 0.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 8 |
median | 23 |
Q3 | 42 |
95-th percentile | 78.2 |
Maximum | 131 |
Range | 131 |
Interquartile range (IQR) | 34 |
Descriptive statistics
Standard deviation | 25.058961 |
---|---|
Coefficient of variation (CV) | 0.88766984 |
Kurtosis | 2.4650328 |
Mean | 28.230047 |
Median Absolute Deviation (MAD) | 16 |
Skewness | 1.4294616 |
Sum | 6013 |
Variance | 627.95155 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 10 | 4.7% |
11 | 10 | 4.7% |
1 | 8 | 3.8% |
3 | 8 | 3.8% |
2 | 6 | 2.8% |
23 | 6 | 2.8% |
28 | 6 | 2.8% |
5 | 6 | 2.8% |
12 | 5 | 2.3% |
36 | 5 | 2.3% |
Other values (67) | 143 |
Value | Count | Frequency (%) |
0 | 2 | 0.9% |
1 | 8 | |
2 | 6 | |
3 | 8 | |
4 | 10 | |
5 | 6 | |
6 | 5 | |
7 | 4 | 1.9% |
8 | 5 | |
9 | 5 |
Value | Count | Frequency (%) |
131 | 1 | |
121 | 1 | |
118 | 1 | |
105 | 1 | |
100 | 1 | |
99 | 1 | |
91 | 1 | |
89 | 1 | |
83 | 2 | |
80 | 1 |
서산시
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 67 |
---|---|
Distinct (%) | 31.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.051643 |
Minimum | 0 |
---|---|
Maximum | 331 |
Zeros | 13 |
Zeros (%) | 6.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 11 |
median | 23 |
Q3 | 34 |
95-th percentile | 69.8 |
Maximum | 331 |
Range | 331 |
Interquartile range (IQR) | 23 |
Descriptive statistics
Standard deviation | 30.218265 |
---|---|
Coefficient of variation (CV) | 1.0772369 |
Kurtosis | 47.669488 |
Mean | 28.051643 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 5.3581225 |
Sum | 5975 |
Variance | 913.14355 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 13 | 6.1% |
23 | 11 | 5.2% |
11 | 10 | 4.7% |
15 | 7 | 3.3% |
19 | 7 | 3.3% |
24 | 7 | 3.3% |
16 | 6 | 2.8% |
7 | 6 | 2.8% |
28 | 6 | 2.8% |
10 | 6 | 2.8% |
Other values (57) | 134 |
Value | Count | Frequency (%) |
0 | 13 | |
2 | 1 | 0.5% |
3 | 4 | 1.9% |
4 | 1 | 0.5% |
5 | 4 | 1.9% |
7 | 6 | |
8 | 5 | 2.3% |
9 | 4 | 1.9% |
10 | 6 | |
11 | 10 |
Value | Count | Frequency (%) |
331 | 1 | |
113 | 2 | |
110 | 1 | |
108 | 1 | |
95 | 1 | |
94 | 1 | |
85 | 1 | |
82 | 1 | |
77 | 1 | |
71 | 1 |
논산시
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 61 |
---|---|
Distinct (%) | 28.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.276995 |
Minimum | 0 |
---|---|
Maximum | 392 |
Zeros | 10 |
Zeros (%) | 4.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 10 |
median | 17 |
Q3 | 24 |
95-th percentile | 84 |
Maximum | 392 |
Range | 392 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 57.9814 |
---|---|
Coefficient of variation (CV) | 1.9150315 |
Kurtosis | 22.381052 |
Mean | 30.276995 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 4.6356932 |
Sum | 6449 |
Variance | 3361.8427 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16 | 13 | 6.1% |
17 | 12 | 5.6% |
20 | 12 | 5.6% |
0 | 10 | 4.7% |
11 | 9 | 4.2% |
12 | 8 | 3.8% |
22 | 8 | 3.8% |
2 | 7 | 3.3% |
13 | 7 | 3.3% |
8 | 7 | 3.3% |
Other values (51) | 120 |
Value | Count | Frequency (%) |
0 | 10 | |
1 | 3 | 1.4% |
2 | 7 | |
3 | 2 | 0.9% |
4 | 2 | 0.9% |
5 | 2 | 0.9% |
6 | 6 | |
7 | 5 | |
8 | 7 | |
9 | 7 |
Value | Count | Frequency (%) |
392 | 1 | |
357 | 1 | |
346 | 1 | |
344 | 1 | |
319 | 1 | |
244 | 1 | |
221 | 1 | |
178 | 1 | |
138 | 1 | |
113 | 1 |
계룡시
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 164 |
---|---|
Distinct (%) | 77.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 210.38028 |
Minimum | 0 |
---|---|
Maximum | 952 |
Zeros | 1 |
Zeros (%) | 0.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 30.6 |
Q1 | 73 |
median | 123 |
Q3 | 340 |
95-th percentile | 570 |
Maximum | 952 |
Range | 952 |
Interquartile range (IQR) | 267 |
Descriptive statistics
Standard deviation | 192.74135 |
---|---|
Coefficient of variation (CV) | 0.91615691 |
Kurtosis | 1.1303164 |
Mean | 210.38028 |
Median Absolute Deviation (MAD) | 77 |
Skewness | 1.3001783 |
Sum | 44811 |
Variance | 37149.227 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
74 | 4 | 1.9% |
30 | 3 | 1.4% |
73 | 3 | 1.4% |
98 | 3 | 1.4% |
81 | 3 | 1.4% |
78 | 3 | 1.4% |
55 | 3 | 1.4% |
36 | 3 | 1.4% |
108 | 3 | 1.4% |
469 | 2 | 0.9% |
Other values (154) | 183 |
Value | Count | Frequency (%) |
0 | 1 | 0.5% |
12 | 1 | 0.5% |
22 | 1 | 0.5% |
24 | 2 | |
28 | 1 | 0.5% |
29 | 2 | |
30 | 3 | |
31 | 1 | 0.5% |
33 | 2 | |
35 | 1 | 0.5% |
Value | Count | Frequency (%) |
952 | 1 | |
857 | 1 | |
849 | 1 | |
687 | 1 | |
660 | 1 | |
659 | 1 | |
657 | 1 | |
644 | 1 | |
623 | 1 | |
603 | 1 |
당진시
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 185 |
---|---|
Distinct (%) | 86.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 422.87324 |
Minimum | 0 |
---|---|
Maximum | 1991 |
Zeros | 1 |
Zeros (%) | 0.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 59.2 |
Q1 | 103 |
median | 184 |
Q3 | 673 |
95-th percentile | 1326 |
Maximum | 1991 |
Range | 1991 |
Interquartile range (IQR) | 570 |
Descriptive statistics
Standard deviation | 454.58712 |
---|---|
Coefficient of variation (CV) | 1.0749962 |
Kurtosis | 0.91573254 |
Mean | 422.87324 |
Median Absolute Deviation (MAD) | 103 |
Skewness | 1.375251 |
Sum | 90072 |
Variance | 206649.45 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
78 | 3 | 1.4% |
149 | 3 | 1.4% |
69 | 3 | 1.4% |
85 | 3 | 1.4% |
86 | 2 | 0.9% |
112 | 2 | 0.9% |
183 | 2 | 0.9% |
90 | 2 | 0.9% |
61 | 2 | 0.9% |
152 | 2 | 0.9% |
Other values (175) | 189 |
Value | Count | Frequency (%) |
0 | 1 | |
37 | 1 | |
43 | 1 | |
45 | 1 | |
46 | 1 | |
47 | 1 | |
51 | 1 | |
53 | 1 | |
56 | 1 | |
57 | 1 |
Value | Count | Frequency (%) |
1991 | 1 | |
1897 | 1 | |
1716 | 1 | |
1653 | 1 | |
1611 | 1 | |
1605 | 1 | |
1599 | 1 | |
1512 | 1 | |
1485 | 1 | |
1376 | 1 |
금산군
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 13.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.8122066 |
Minimum | 0 |
---|---|
Maximum | 142 |
Zeros | 46 |
Zeros (%) | 21.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 3 |
Q3 | 7 |
95-th percentile | 18 |
Maximum | 142 |
Range | 142 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 14.676783 |
---|---|
Coefficient of variation (CV) | 2.154483 |
Kurtosis | 53.543672 |
Mean | 6.8122066 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 6.757552 |
Sum | 1451 |
Variance | 215.40796 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 46 | |
2 | 22 | |
1 | 21 | |
3 | 20 | |
4 | 15 | 7.0% |
7 | 12 | 5.6% |
5 | 12 | 5.6% |
6 | 12 | 5.6% |
9 | 9 | 4.2% |
13 | 6 | 2.8% |
Other values (18) | 38 |
Value | Count | Frequency (%) |
0 | 46 | |
1 | 21 | |
2 | 22 | |
3 | 20 | |
4 | 15 | 7.0% |
5 | 12 | 5.6% |
6 | 12 | 5.6% |
7 | 12 | 5.6% |
8 | 3 | 1.4% |
9 | 9 | 4.2% |
Value | Count | Frequency (%) |
142 | 1 | |
120 | 1 | |
87 | 1 | |
35 | 1 | |
29 | 1 | |
27 | 1 | |
26 | 2 | |
20 | 1 | |
19 | 1 | |
18 | 2 |
부여군
Real number (ℝ)
ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.5446009 |
Minimum | 0 |
---|---|
Maximum | 1136 |
Zeros | 207 |
Zeros (%) | 97.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0 |
Maximum | 1136 |
Range | 1136 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 80.699852 |
---|---|
Coefficient of variation (CV) | 9.4445432 |
Kurtosis | 182.12598 |
Mean | 8.5446009 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 13.122064 |
Sum | 1820 |
Variance | 6512.4662 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 207 | |
66 | 1 | 0.5% |
126 | 1 | 0.5% |
1136 | 1 | 0.5% |
209 | 1 | 0.5% |
112 | 1 | 0.5% |
171 | 1 | 0.5% |
Value | Count | Frequency (%) |
0 | 207 | |
66 | 1 | 0.5% |
112 | 1 | 0.5% |
126 | 1 | 0.5% |
171 | 1 | 0.5% |
209 | 1 | 0.5% |
1136 | 1 | 0.5% |
Value | Count | Frequency (%) |
1136 | 1 | 0.5% |
209 | 1 | 0.5% |
171 | 1 | 0.5% |
126 | 1 | 0.5% |
112 | 1 | 0.5% |
66 | 1 | 0.5% |
0 | 207 |
서천군
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 8.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.9248826 |
Minimum | 0 |
---|---|
Maximum | 29 |
Zeros | 23 |
Zeros (%) | 10.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 4 |
Q3 | 7 |
95-th percentile | 11.4 |
Maximum | 29 |
Range | 29 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 4.0321808 |
---|---|
Coefficient of variation (CV) | 0.81873642 |
Kurtosis | 9.3252466 |
Mean | 4.9248826 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 2.1658679 |
Sum | 1049 |
Variance | 16.258482 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 29 | |
5 | 28 | |
0 | 23 | |
4 | 22 | |
7 | 21 | |
2 | 20 | |
6 | 16 | |
1 | 14 | |
8 | 10 | 4.7% |
9 | 10 | 4.7% |
Other values (8) | 20 |
Value | Count | Frequency (%) |
0 | 23 | |
1 | 14 | |
2 | 20 | |
3 | 29 | |
4 | 22 | |
5 | 28 | |
6 | 16 | |
7 | 21 | |
8 | 10 | 4.7% |
9 | 10 | 4.7% |
Value | Count | Frequency (%) |
29 | 1 | 0.5% |
26 | 1 | 0.5% |
22 | 1 | 0.5% |
14 | 1 | 0.5% |
13 | 1 | 0.5% |
12 | 6 | |
11 | 1 | 0.5% |
10 | 8 | |
9 | 10 | |
8 | 10 |
청양군
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 8.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.4882629 |
Minimum | 0 |
---|---|
Maximum | 32 |
Zeros | 50 |
Zeros (%) | 23.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
median | 2 |
Q3 | 5 |
95-th percentile | 10 |
Maximum | 32 |
Range | 32 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 4.5189437 |
---|---|
Coefficient of variation (CV) | 1.2954711 |
Kurtosis | 17.245994 |
Mean | 3.4882629 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 3.4515206 |
Sum | 743 |
Variance | 20.420852 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 50 | |
1 | 31 | |
2 | 31 | |
3 | 24 | |
4 | 18 | 8.5% |
5 | 15 | 7.0% |
6 | 14 | 6.6% |
7 | 8 | 3.8% |
10 | 6 | 2.8% |
9 | 5 | 2.3% |
Other values (8) | 11 | 5.2% |
Value | Count | Frequency (%) |
0 | 50 | |
1 | 31 | |
2 | 31 | |
3 | 24 | |
4 | 18 | 8.5% |
5 | 15 | 7.0% |
6 | 14 | 6.6% |
7 | 8 | 3.8% |
8 | 2 | 0.9% |
9 | 5 | 2.3% |
Value | Count | Frequency (%) |
32 | 1 | 0.5% |
31 | 1 | 0.5% |
29 | 1 | 0.5% |
16 | 1 | 0.5% |
14 | 1 | 0.5% |
13 | 2 | 0.9% |
11 | 2 | 0.9% |
10 | 6 | |
9 | 5 | |
8 | 2 | 0.9% |
홍성군
Real number (ℝ)
MISSING
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 14.6% |
Missing | 7 |
Missing (%) | 3.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.0776699 |
Minimum | 0 |
---|---|
Maximum | 46 |
Zeros | 26 |
Zeros (%) | 12.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.25 |
median | 5 |
Q3 | 9 |
95-th percentile | 21.75 |
Maximum | 46 |
Range | 46 |
Interquartile range (IQR) | 6.75 |
Descriptive statistics
Standard deviation | 7.3380922 |
---|---|
Coefficient of variation (CV) | 1.0367949 |
Kurtosis | 5.974048 |
Mean | 7.0776699 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 2.1534066 |
Sum | 1458 |
Variance | 53.847596 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 26 | |
5 | 21 | |
3 | 19 | |
7 | 18 | |
4 | 16 | 7.5% |
1 | 15 | 7.0% |
6 | 14 | 6.6% |
8 | 12 | 5.6% |
11 | 12 | 5.6% |
2 | 11 | 5.2% |
Other values (20) | 42 |
Value | Count | Frequency (%) |
0 | 26 | |
1 | 15 | |
2 | 11 | |
3 | 19 | |
4 | 16 | |
5 | 21 | |
6 | 14 | |
7 | 18 | |
8 | 12 | |
9 | 4 | 1.9% |
Value | Count | Frequency (%) |
46 | 1 | |
34 | 1 | |
33 | 1 | |
32 | 1 | |
31 | 1 | |
30 | 2 | |
26 | 2 | |
23 | 1 | |
22 | 1 | |
21 | 1 |
예산군
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 27 |
---|---|
Distinct (%) | 12.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.3380282 |
Minimum | 0 |
---|---|
Maximum | 45 |
Zeros | 8 |
Zeros (%) | 3.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 3 |
median | 7 |
Q3 | 11 |
95-th percentile | 19.4 |
Maximum | 45 |
Range | 45 |
Interquartile range (IQR) | 8 |
Descriptive statistics
Standard deviation | 6.9694962 |
---|---|
Coefficient of variation (CV) | 0.83586863 |
Kurtosis | 7.7795141 |
Mean | 8.3380282 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 2.1557596 |
Sum | 1776 |
Variance | 48.573877 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 20 | 9.4% |
9 | 17 | 8.0% |
8 | 17 | 8.0% |
3 | 15 | 7.0% |
7 | 15 | 7.0% |
4 | 14 | 6.6% |
11 | 14 | 6.6% |
1 | 13 | 6.1% |
6 | 12 | 5.6% |
5 | 11 | 5.2% |
Other values (17) | 65 |
Value | Count | Frequency (%) |
0 | 8 | 3.8% |
1 | 13 | |
2 | 20 | |
3 | 15 | |
4 | 14 | |
5 | 11 | |
6 | 12 | |
7 | 15 | |
8 | 17 | |
9 | 17 |
Value | Count | Frequency (%) |
45 | 2 | 0.9% |
39 | 1 | 0.5% |
27 | 1 | 0.5% |
26 | 2 | 0.9% |
25 | 2 | 0.9% |
21 | 1 | 0.5% |
20 | 2 | 0.9% |
19 | 1 | 0.5% |
18 | 5 | |
17 | 4 |
태안군
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 26 |
---|---|
Distinct (%) | 12.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.3004695 |
Minimum | 0 |
---|---|
Maximum | 191 |
Zeros | 28 |
Zeros (%) | 13.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2 |
median | 4 |
Q3 | 7 |
95-th percentile | 16.4 |
Maximum | 191 |
Range | 191 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 17.357067 |
---|---|
Coefficient of variation (CV) | 2.3775275 |
Kurtosis | 71.491824 |
Mean | 7.3004695 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 7.8629053 |
Sum | 1555 |
Variance | 301.26778 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 28 | |
3 | 26 | |
1 | 25 | |
6 | 20 | |
2 | 19 | |
5 | 17 | |
7 | 17 | |
8 | 12 | 5.6% |
4 | 9 | 4.2% |
9 | 6 | 2.8% |
Other values (16) | 34 |
Value | Count | Frequency (%) |
0 | 28 | |
1 | 25 | |
2 | 19 | |
3 | 26 | |
4 | 9 | 4.2% |
5 | 17 | |
6 | 20 | |
7 | 17 | |
8 | 12 | |
9 | 6 | 2.8% |
Value | Count | Frequency (%) |
191 | 1 | |
123 | 1 | |
99 | 1 | |
53 | 1 | |
37 | 1 | |
22 | 2 | |
21 | 1 | |
20 | 1 | |
17 | 2 | |
16 | 1 |
누계 | 천안시 | 공주시 | 보령시 | 아산시 | 서산시 | 논산시 | 계룡시 | 당진시 | 금산군 | 부여군 | 서천군 | 청양군 | 홍성군 | 예산군 | 태안군 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
누계 | 1.000 | 0.511 | 0.519 | 0.309 | 0.399 | 0.602 | 0.000 | 0.881 | 0.924 | 0.000 | 0.306 | 0.176 | 0.000 | 0.000 | 0.029 | 0.248 |
천안시 | 0.511 | 1.000 | 0.338 | 0.380 | 0.452 | 0.296 | 0.000 | 0.256 | 0.207 | 0.000 | 0.243 | 0.309 | 0.000 | 0.458 | 0.366 | 0.000 |
공주시 | 0.519 | 0.338 | 1.000 | 0.349 | 0.651 | 0.145 | 0.184 | 0.494 | 0.559 | 0.000 | 0.000 | 0.485 | 0.291 | 0.661 | 0.333 | 0.682 |
보령시 | 0.309 | 0.380 | 0.349 | 1.000 | 0.562 | 0.325 | 0.263 | 0.000 | 0.094 | 0.471 | 0.000 | 0.431 | 0.504 | 0.609 | 0.626 | 0.340 |
아산시 | 0.399 | 0.452 | 0.651 | 0.562 | 1.000 | 0.237 | 0.212 | 0.258 | 0.444 | 0.263 | 0.000 | 0.782 | 0.498 | 0.616 | 0.584 | 0.460 |
서산시 | 0.602 | 0.296 | 0.145 | 0.325 | 0.237 | 1.000 | 0.000 | 0.000 | 0.435 | 0.000 | 0.000 | 0.073 | 0.000 | 0.291 | 0.306 | 0.292 |
논산시 | 0.000 | 0.000 | 0.184 | 0.263 | 0.212 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.475 | 0.000 | 0.613 | 0.212 | 0.000 |
계룡시 | 0.881 | 0.256 | 0.494 | 0.000 | 0.258 | 0.000 | 0.000 | 1.000 | 0.876 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
당진시 | 0.924 | 0.207 | 0.559 | 0.094 | 0.444 | 0.435 | 0.000 | 0.876 | 1.000 | 0.000 | 0.000 | 0.170 | 0.000 | 0.000 | 0.000 | 0.000 |
금산군 | 0.000 | 0.000 | 0.000 | 0.471 | 0.263 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.250 | 0.239 | 0.210 | 0.000 | 0.000 |
부여군 | 0.306 | 0.243 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.170 | 0.203 | 0.000 |
서천군 | 0.176 | 0.309 | 0.485 | 0.431 | 0.782 | 0.073 | 0.475 | 0.000 | 0.170 | 0.250 | 0.000 | 1.000 | 0.416 | 0.536 | 0.399 | 0.119 |
청양군 | 0.000 | 0.000 | 0.291 | 0.504 | 0.498 | 0.000 | 0.000 | 0.000 | 0.000 | 0.239 | 0.000 | 0.416 | 1.000 | 0.369 | 0.467 | 0.467 |
홍성군 | 0.000 | 0.458 | 0.661 | 0.609 | 0.616 | 0.291 | 0.613 | 0.000 | 0.000 | 0.210 | 0.170 | 0.536 | 0.369 | 1.000 | 0.628 | 0.725 |
예산군 | 0.029 | 0.366 | 0.333 | 0.626 | 0.584 | 0.306 | 0.212 | 0.000 | 0.000 | 0.000 | 0.203 | 0.399 | 0.467 | 0.628 | 1.000 | 0.721 |
태안군 | 0.248 | 0.000 | 0.682 | 0.340 | 0.460 | 0.292 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.119 | 0.467 | 0.725 | 0.721 | 1.000 |
누계 | 천안시 | 공주시 | 보령시 | 아산시 | 서산시 | 논산시 | 계룡시 | 당진시 | 금산군 | 부여군 | 서천군 | 청양군 | 홍성군 | 예산군 | 태안군 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
누계 | 1.000 | 0.094 | -0.123 | 0.101 | -0.248 | 0.179 | -0.263 | 0.859 | 0.859 | -0.125 | 0.098 | -0.066 | -0.160 | -0.135 | -0.043 | -0.040 |
천안시 | 0.094 | 1.000 | 0.616 | 0.616 | 0.553 | 0.466 | 0.425 | -0.132 | -0.161 | 0.439 | 0.146 | 0.531 | 0.495 | 0.464 | 0.461 | 0.568 |
공주시 | -0.123 | 0.616 | 1.000 | 0.621 | 0.555 | 0.457 | 0.518 | -0.327 | -0.379 | 0.524 | 0.088 | 0.519 | 0.505 | 0.395 | 0.524 | 0.574 |
보령시 | 0.101 | 0.616 | 0.621 | 1.000 | 0.571 | 0.521 | 0.440 | -0.143 | -0.133 | 0.595 | 0.080 | 0.505 | 0.501 | 0.401 | 0.510 | 0.596 |
아산시 | -0.248 | 0.553 | 0.555 | 0.571 | 1.000 | 0.218 | 0.486 | -0.431 | -0.460 | 0.647 | 0.081 | 0.493 | 0.554 | 0.385 | 0.537 | 0.567 |
서산시 | 0.179 | 0.466 | 0.457 | 0.521 | 0.218 | 1.000 | 0.263 | 0.027 | -0.020 | 0.261 | -0.009 | 0.396 | 0.368 | 0.388 | 0.378 | 0.463 |
논산시 | -0.263 | 0.425 | 0.518 | 0.440 | 0.486 | 0.263 | 1.000 | -0.446 | -0.455 | 0.470 | 0.082 | 0.398 | 0.347 | 0.365 | 0.367 | 0.392 |
계룡시 | 0.859 | -0.132 | -0.327 | -0.143 | -0.431 | 0.027 | -0.446 | 1.000 | 0.854 | -0.326 | -0.051 | -0.239 | -0.290 | -0.283 | -0.193 | -0.252 |
당진시 | 0.859 | -0.161 | -0.379 | -0.133 | -0.460 | -0.020 | -0.455 | 0.854 | 1.000 | -0.326 | -0.078 | -0.274 | -0.284 | -0.308 | -0.316 | -0.286 |
금산군 | -0.125 | 0.439 | 0.524 | 0.595 | 0.647 | 0.261 | 0.470 | -0.326 | -0.326 | 1.000 | 0.072 | 0.547 | 0.487 | 0.311 | 0.492 | 0.554 |
부여군 | 0.098 | 0.146 | 0.088 | 0.080 | 0.081 | -0.009 | 0.082 | -0.051 | -0.078 | 0.072 | 1.000 | 0.086 | 0.002 | 0.114 | 0.050 | 0.018 |
서천군 | -0.066 | 0.531 | 0.519 | 0.505 | 0.493 | 0.396 | 0.398 | -0.239 | -0.274 | 0.547 | 0.086 | 1.000 | 0.408 | 0.464 | 0.418 | 0.560 |
청양군 | -0.160 | 0.495 | 0.505 | 0.501 | 0.554 | 0.368 | 0.347 | -0.290 | -0.284 | 0.487 | 0.002 | 0.408 | 1.000 | 0.329 | 0.437 | 0.477 |
홍성군 | -0.135 | 0.464 | 0.395 | 0.401 | 0.385 | 0.388 | 0.365 | -0.283 | -0.308 | 0.311 | 0.114 | 0.464 | 0.329 | 1.000 | 0.367 | 0.391 |
예산군 | -0.043 | 0.461 | 0.524 | 0.510 | 0.537 | 0.378 | 0.367 | -0.193 | -0.316 | 0.492 | 0.050 | 0.418 | 0.437 | 0.367 | 1.000 | 0.463 |
태안군 | -0.040 | 0.568 | 0.574 | 0.596 | 0.567 | 0.463 | 0.392 | -0.252 | -0.286 | 0.554 | 0.018 | 0.560 | 0.477 | 0.391 | 0.463 | 1.000 |
구분 | 누계 | 천안시 | 공주시 | 보령시 | 아산시 | 서산시 | 논산시 | 계룡시 | 당진시 | 금산군 | 부여군 | 서천군 | 청양군 | 홍성군 | 예산군 | 태안군 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020-02-01 | 2174 | 0 | 0 | 0 | 1 | 0 | 0 | 849 | 1322 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
1 | 2020-02-02 | 2857 | 0 | 0 | 0 | 1 | 0 | 0 | 952 | 1897 | 0 | 0 | 0 | 0 | 0 | 7 | 0 |
2 | 2020-02-03 | 1584 | 0 | 0 | 0 | 0 | 0 | 0 | 857 | 727 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
3 | 2020-02-04 | 940 | 0 | 0 | 0 | 1 | 0 | 0 | 266 | 667 | 0 | 0 | 0 | 0 | 0 | 6 | 0 |
4 | 2020-02-05 | 1026 | 0 | 0 | 0 | 1 | 0 | 0 | 240 | 783 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
5 | 2020-02-06 | 936 | 0 | 0 | 0 | 1 | 0 | 0 | 235 | 699 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
6 | 2020-02-07 | 983 | 0 | 2 | 0 | 3 | 0 | 0 | 312 | 662 | 0 | 0 | 0 | 0 | 0 | 4 | 0 |
7 | 2020-02-08 | 843 | 0 | 1 | 0 | 4 | 3 | 2 | 317 | 514 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
8 | 2020-02-09 | 883 | 0 | 1 | 0 | 2 | 2 | 2 | 200 | 673 | 2 | 0 | 0 | 0 | 0 | 2 | 1 |
9 | 2020-02-10 | 976 | 0 | 3 | 1 | 23 | 3 | 4 | 406 | 530 | 2 | 0 | 0 | 0 | 0 | 4 | 0 |
구분 | 누계 | 천안시 | 공주시 | 보령시 | 아산시 | 서산시 | 논산시 | 계룡시 | 당진시 | 금산군 | 부여군 | 서천군 | 청양군 | 홍성군 | 예산군 | 태안군 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
203 | 2020-08-22 | 1182 | 197 | 35 | 131 | 83 | 94 | 58 | 108 | 370 | 13 | 0 | 8 | 7 | 26 | 45 | 7 |
204 | 2020-08-23 | 760 | 143 | 14 | 51 | 71 | 42 | 32 | 105 | 233 | 17 | 0 | 13 | 4 | 18 | 5 | 12 |
205 | 2020-08-24 | 854 | 167 | 45 | 30 | 105 | 32 | 53 | 108 | 201 | 12 | 0 | 22 | 10 | 30 | 25 | 14 |
206 | 2020-08-25 | 723 | 113 | 51 | 17 | 89 | 33 | 52 | 82 | 154 | 10 | 0 | 3 | 32 | 7 | 27 | 53 |
207 | 2020-08-26 | 620 | 146 | 37 | 20 | 48 | 29 | 32 | 54 | 172 | 6 | 0 | 9 | 31 | 5 | 11 | 20 |
208 | 2020-08-27 | 672 | 214 | 27 | 29 | 45 | 8 | 24 | 86 | 135 | 9 | 0 | 5 | 6 | 30 | 39 | 15 |
209 | 2020-08-28 | 1090 | 152 | 36 | 35 | 54 | 46 | 22 | 269 | 214 | 10 | 0 | 9 | 10 | 21 | 21 | 191 |
210 | 2020-08-29 | 957 | 174 | 69 | 30 | 77 | 51 | 16 | 81 | 285 | 6 | 0 | 9 | 7 | 46 | 7 | 99 |
211 | 2020-08-30 | 619 | 169 | 21 | 18 | 39 | 85 | 23 | 89 | 139 | 5 | 0 | 3 | 3 | 4 | 11 | 10 |
212 | 2020-08-31 | 735 | 158 | 35 | 26 | 63 | 32 | 18 | 0 | 153 | 9 | 171 | 14 | 7 | 11 | 25 | 13 |