Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 742 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 37.8 KiB |
Average record size in memory | 52.2 B |
Variable types
Numeric | 4 |
---|---|
DateTime | 1 |
Categorical | 1 |
Dataset
Description | 2020년 2월 18일부터 2022년 2월 28일까지의 대구광역시 남구 관내 코로나19 일자별 확진자 현황(연번, 날짜, 일일 확진자수, 총 확진자수, 총 사망자, 비고) 정보를 제공합니다. |
---|---|
Author | 대구광역시 남구 |
URL | https://www.data.go.kr/data/15085588/fileData.do |
연번 is highly overall correlated with 일일 확진자수 and 3 other fields | High correlation |
일일 확진자수 is highly overall correlated with 연번 and 2 other fields | High correlation |
누계 is highly overall correlated with 연번 and 3 other fields | High correlation |
총 사망자 is highly overall correlated with 연번 and 2 other fields | High correlation |
비고 is highly overall correlated with 연번 and 3 other fields | High correlation |
비고 is highly imbalanced (90.5%) | Imbalance |
연번 has unique values | Unique |
날짜 has unique values | Unique |
일일 확진자수 has 339 (45.7%) zeros | Zeros |
총 사망자 has 51 (6.9%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 09:20:40.231269 |
---|---|
Analysis finished | 2023-12-12 09:20:42.666972 |
Duration | 2.44 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 742 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 371.5 |
Minimum | 1 |
---|---|
Maximum | 742 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 38.05 |
Q1 | 186.25 |
median | 371.5 |
Q3 | 556.75 |
95-th percentile | 704.95 |
Maximum | 742 |
Range | 741 |
Interquartile range (IQR) | 370.5 |
Descriptive statistics
Standard deviation | 214.34124 |
---|---|
Coefficient of variation (CV) | 0.57696161 |
Kurtosis | -1.2 |
Mean | 371.5 |
Median Absolute Deviation (MAD) | 185.5 |
Skewness | 0 |
Sum | 275653 |
Variance | 45942.167 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.1% |
500 | 1 | 0.1% |
491 | 1 | 0.1% |
492 | 1 | 0.1% |
493 | 1 | 0.1% |
494 | 1 | 0.1% |
495 | 1 | 0.1% |
496 | 1 | 0.1% |
497 | 1 | 0.1% |
498 | 1 | 0.1% |
Other values (732) | 732 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
742 | 1 | |
741 | 1 | |
740 | 1 | |
739 | 1 | |
738 | 1 | |
737 | 1 | |
736 | 1 | |
735 | 1 | |
734 | 1 | |
733 | 1 |
날짜
Date
UNIQUE
 
Distinct | 742 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.9 KiB |
Minimum | 2020-02-18 00:00:00 |
---|---|
Maximum | 2022-02-28 00:00:00 |
일일 확진자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 61 |
---|---|
Distinct (%) | 8.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.291105 |
Minimum | 0 |
---|---|
Maximum | 445 |
Zeros | 339 |
Zeros (%) | 45.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1 |
Q3 | 3 |
95-th percentile | 58.7 |
Maximum | 445 |
Range | 445 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 45.284781 |
---|---|
Coefficient of variation (CV) | 4.0106597 |
Kurtosis | 39.578383 |
Mean | 11.291105 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 5.9985404 |
Sum | 8378 |
Variance | 2050.7114 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 339 | |
1 | 127 | 17.1% |
2 | 56 | 7.5% |
3 | 47 | 6.3% |
4 | 32 | 4.3% |
5 | 25 | 3.4% |
8 | 15 | 2.0% |
6 | 13 | 1.8% |
7 | 13 | 1.8% |
10 | 6 | 0.8% |
Other values (51) | 69 | 9.3% |
Value | Count | Frequency (%) |
0 | 339 | |
1 | 127 | 17.1% |
2 | 56 | 7.5% |
3 | 47 | 6.3% |
4 | 32 | 4.3% |
5 | 25 | 3.4% |
6 | 13 | 1.8% |
7 | 13 | 1.8% |
8 | 15 | 2.0% |
9 | 4 | 0.5% |
Value | Count | Frequency (%) |
445 | 1 | |
374 | 1 | |
347 | 1 | |
340 | 1 | |
331 | 1 | |
327 | 1 | |
313 | 1 | |
288 | 1 | |
263 | 1 | |
262 | 1 |
누계
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 403 |
---|---|
Distinct (%) | 54.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1712.2601 |
Minimum | 4 |
---|---|
Maximum | 8378 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.7 KiB |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 1355 |
Q1 | 1366 |
median | 1505.5 |
Q3 | 1845.5 |
95-th percentile | 2463.5 |
Maximum | 8378 |
Range | 8374 |
Interquartile range (IQR) | 479.5 |
Descriptive statistics
Standard deviation | 776.60953 |
---|---|
Coefficient of variation (CV) | 0.45355815 |
Kurtosis | 30.278344 |
Mean | 1712.2601 |
Median Absolute Deviation (MAD) | 143.5 |
Skewness | 4.7644251 |
Sum | 1270497 |
Variance | 603122.35 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1361 | 57 | 7.7% |
1365 | 49 | 6.6% |
1383 | 14 | 1.9% |
1362 | 13 | 1.8% |
1360 | 11 | 1.5% |
1386 | 11 | 1.5% |
1382 | 10 | 1.3% |
1374 | 8 | 1.1% |
1379 | 8 | 1.1% |
1384 | 8 | 1.1% |
Other values (393) | 553 |
Value | Count | Frequency (%) |
4 | 1 | |
20 | 1 | |
65 | 1 | |
152 | 1 | |
211 | 1 | |
298 | 1 | |
418 | 1 | |
477 | 1 | |
580 | 1 | |
716 | 1 |
Value | Count | Frequency (%) |
8378 | 1 | |
8051 | 1 | |
7720 | 1 | |
7346 | 1 | |
6901 | 1 | |
6561 | 1 | |
6214 | 1 | |
5901 | 1 | |
5613 | 1 | |
5351 | 1 |
총 사망자
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 13 |
---|---|
Distinct (%) | 1.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.812668 |
Minimum | 0 |
---|---|
Maximum | 30 |
Zeros | 51 |
Zeros (%) | 6.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 18 |
median | 19 |
Q3 | 19 |
95-th percentile | 26 |
Maximum | 30 |
Range | 30 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 5.2406283 |
---|---|
Coefficient of variation (CV) | 0.29420793 |
Kurtosis | 6.6877193 |
Mean | 17.812668 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -2.4337007 |
Sum | 13217 |
Variance | 27.464185 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19 | 293 | |
18 | 252 | |
0 | 51 | 6.9% |
26 | 40 | 5.4% |
20 | 39 | 5.3% |
17 | 32 | 4.3% |
21 | 18 | 2.4% |
16 | 6 | 0.8% |
25 | 5 | 0.7% |
22 | 2 | 0.3% |
Other values (3) | 4 | 0.5% |
Value | Count | Frequency (%) |
0 | 51 | 6.9% |
16 | 6 | 0.8% |
17 | 32 | 4.3% |
18 | 252 | |
19 | 293 | |
20 | 39 | 5.3% |
21 | 18 | 2.4% |
22 | 2 | 0.3% |
23 | 1 | 0.1% |
24 | 1 | 0.1% |
Value | Count | Frequency (%) |
30 | 2 | 0.3% |
26 | 40 | 5.4% |
25 | 5 | 0.7% |
24 | 1 | 0.1% |
23 | 1 | 0.1% |
22 | 2 | 0.3% |
21 | 18 | 2.4% |
20 | 39 | 5.3% |
19 | 293 | |
18 | 252 |
비고
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.9 KiB |
<NA> | |
---|---|
해외1 | 9 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9878706 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 733 | |
해외1 | 9 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 733 | |
해외1 | 9 | 1.2% |
연번 | 일일 확진자수 | 누계 | 총 사망자 | |
---|---|---|---|---|
연번 | 1.000 | 0.474 | 0.827 | 0.810 |
일일 확진자수 | 0.474 | 1.000 | 0.955 | 0.652 |
누계 | 0.827 | 0.955 | 1.000 | 0.792 |
총 사망자 | 0.810 | 0.652 | 0.792 | 1.000 |
연번 | 일일 확진자수 | 누계 | 총 사망자 | 비고 | |
---|---|---|---|---|---|
연번 | 1.000 | 0.534 | 1.000 | 0.948 | 1.000 |
일일 확진자수 | 0.534 | 1.000 | 0.535 | 0.467 | 1.000 |
누계 | 1.000 | 0.535 | 1.000 | 0.946 | 1.000 |
총 사망자 | 0.948 | 0.467 | 0.946 | 1.000 | 1.000 |
비고 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
연번 | 날짜 | 일일 확진자수 | 누계 | 총 사망자 | 비고 | |
---|---|---|---|---|---|---|
0 | 1 | 2020-02-18 | 4 | 4 | 0 | <NA> |
1 | 2 | 2020-02-19 | 16 | 20 | 0 | <NA> |
2 | 3 | 2020-02-20 | 45 | 65 | 0 | <NA> |
3 | 4 | 2020-02-21 | 87 | 152 | 0 | <NA> |
4 | 5 | 2020-02-22 | 59 | 211 | 0 | <NA> |
5 | 6 | 2020-02-23 | 87 | 298 | 0 | <NA> |
6 | 7 | 2020-02-24 | 120 | 418 | 0 | <NA> |
7 | 8 | 2020-02-25 | 59 | 477 | 0 | <NA> |
8 | 9 | 2020-02-26 | 103 | 580 | 0 | <NA> |
9 | 10 | 2020-02-27 | 136 | 716 | 0 | <NA> |
연번 | 날짜 | 일일 확진자수 | 누계 | 총 사망자 | 비고 | |
---|---|---|---|---|---|---|
732 | 733 | 2022-02-19 | 261 | 5351 | 26 | <NA> |
733 | 734 | 2022-02-20 | 262 | 5613 | 26 | <NA> |
734 | 735 | 2022-02-21 | 288 | 5901 | 26 | <NA> |
735 | 736 | 2022-02-22 | 313 | 6214 | 26 | <NA> |
736 | 737 | 2022-02-23 | 347 | 6561 | 26 | <NA> |
737 | 738 | 2022-02-24 | 340 | 6901 | 26 | <NA> |
738 | 739 | 2022-02-25 | 445 | 7346 | 26 | <NA> |
739 | 740 | 2022-02-26 | 374 | 7720 | 26 | <NA> |
740 | 741 | 2022-02-27 | 331 | 8051 | 30 | <NA> |
741 | 742 | 2022-02-28 | 327 | 8378 | 30 | <NA> |