Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 910 |
Missing cells | 5460 |
Missing cells (%) | 60.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 79.2 KiB |
Average record size in memory | 89.1 B |
Variable types
Numeric | 3 |
---|---|
DateTime | 1 |
Unsupported | 6 |
Dataset
Description | "대구광역시 서구_코로나 확진자 일자별 현황"에 대한 데이터로 2020년부터 대구광역시 서구에서 발생한 코로나 확진자에 대한 일자별 현황을 제공합니다. |
---|---|
Author | 대구광역시 서구 |
URL | https://www.data.go.kr/data/15080623/fileData.do |
순번 is highly overall correlated with 일일 확진자수 and 1 other fields | High correlation |
일일 확진자수 is highly overall correlated with 순번 and 1 other fields | High correlation |
확진자 누계 is highly overall correlated with 순번 and 1 other fields | High correlation |
Unnamed: 4 has 910 (100.0%) missing values | Missing |
Unnamed: 5 has 910 (100.0%) missing values | Missing |
Unnamed: 6 has 910 (100.0%) missing values | Missing |
Unnamed: 7 has 910 (100.0%) missing values | Missing |
Unnamed: 8 has 910 (100.0%) missing values | Missing |
Unnamed: 9 has 910 (100.0%) missing values | Missing |
순번 has unique values | Unique |
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
일일 확진자수 has 332 (36.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 07:18:49.682749 |
---|---|
Analysis finished | 2023-12-12 07:18:51.056386 |
Duration | 1.37 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
순번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 910 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 505.54286 |
Minimum | 1 |
---|---|
Maximum | 967 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 48.45 |
Q1 | 278.25 |
median | 509.5 |
Q3 | 739.75 |
95-th percentile | 921.55 |
Maximum | 967 |
Range | 966 |
Interquartile range (IQR) | 461.5 |
Descriptive statistics
Standard deviation | 271.49973 |
---|---|
Coefficient of variation (CV) | 0.53704592 |
Kurtosis | -1.1176939 |
Mean | 505.54286 |
Median Absolute Deviation (MAD) | 231 |
Skewness | -0.07241807 |
Sum | 460044 |
Variance | 73712.103 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.1% |
682 | 1 | 0.1% |
656 | 1 | 0.1% |
657 | 1 | 0.1% |
658 | 1 | 0.1% |
659 | 1 | 0.1% |
660 | 1 | 0.1% |
661 | 1 | 0.1% |
662 | 1 | 0.1% |
663 | 1 | 0.1% |
Other values (900) | 900 |
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 (%) |
967 | 1 | |
966 | 1 | |
965 | 1 | |
964 | 1 | |
963 | 1 | |
962 | 1 | |
961 | 1 | |
960 | 1 | |
959 | 1 | |
958 | 1 |
일자
Date
Distinct | 909 |
---|---|
Distinct (%) | 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.2 KiB |
Minimum | 2020-02-18 00:00:00 |
---|---|
Maximum | 2022-09-21 00:00:00 |
일일 확진자수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 180 |
---|---|
Distinct (%) | 19.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 66.389011 |
Minimum | 0 |
---|---|
Maximum | 1383 |
Zeros | 332 |
Zeros (%) | 36.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2 |
Q3 | 16 |
95-th percentile | 446.1 |
Maximum | 1383 |
Range | 1383 |
Interquartile range (IQR) | 16 |
Descriptive statistics
Standard deviation | 179.32981 |
---|---|
Coefficient of variation (CV) | 2.7011971 |
Kurtosis | 14.947623 |
Mean | 66.389011 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 3.6788254 |
Sum | 60414 |
Variance | 32159.18 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 332 | |
1 | 100 | 11.0% |
2 | 52 | 5.7% |
4 | 29 | 3.2% |
3 | 27 | 3.0% |
7 | 27 | 3.0% |
6 | 23 | 2.5% |
5 | 20 | 2.2% |
8 | 18 | 2.0% |
9 | 10 | 1.1% |
Other values (170) | 272 |
Value | Count | Frequency (%) |
0 | 332 | |
1 | 100 | 11.0% |
2 | 52 | 5.7% |
3 | 27 | 3.0% |
4 | 29 | 3.2% |
5 | 20 | 2.2% |
6 | 23 | 2.5% |
7 | 27 | 3.0% |
8 | 18 | 2.0% |
9 | 10 | 1.1% |
Value | Count | Frequency (%) |
1383 | 1 | |
1234 | 1 | |
1184 | 1 | |
1055 | 1 | |
1045 | 1 | |
1012 | 1 | |
981 | 1 | |
959 | 1 | |
942 | 1 | |
906 | 1 |
확진자 누계
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 577 |
---|---|
Distinct (%) | 63.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9308.2462 |
Minimum | 1 |
---|---|
Maximum | 63355 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 516.35 |
Q1 | 560 |
median | 700 |
Q3 | 2099.25 |
95-th percentile | 47230.4 |
Maximum | 63355 |
Range | 63354 |
Interquartile range (IQR) | 1539.25 |
Descriptive statistics
Standard deviation | 17644.472 |
---|---|
Coefficient of variation (CV) | 1.8955743 |
Kurtosis | 1.3703849 |
Mean | 9308.2462 |
Median Absolute Deviation (MAD) | 163.5 |
Skewness | 1.7595988 |
Sum | 8470504 |
Variance | 3.113274 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
560 | 45 | 4.9% |
545 | 42 | 4.6% |
542 | 42 | 4.6% |
567 | 18 | 2.0% |
559 | 17 | 1.9% |
634 | 17 | 1.9% |
569 | 11 | 1.2% |
570 | 8 | 0.9% |
629 | 7 | 0.8% |
566 | 7 | 0.8% |
Other values (567) | 696 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
5 | 1 | |
11 | 1 | |
25 | 1 | |
41 | 1 | |
46 | 1 | |
84 | 1 | |
92 | 1 | |
104 | 1 |
Value | Count | Frequency (%) |
63355 | 1 | |
63247 | 1 | |
63111 | 1 | |
62921 | 1 | |
62611 | 1 | |
62436 | 1 | |
62195 | 1 | |
61787 | 1 | |
60937 | 1 | |
60684 | 1 |
Unnamed: 4
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 910 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.1 KiB |
Unnamed: 5
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 910 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.1 KiB |
Unnamed: 6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 910 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.1 KiB |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 910 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.1 KiB |
Unnamed: 8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 910 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.1 KiB |
Unnamed: 9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 910 |
---|---|
Missing (%) | 100.0% |
Memory size | 8.1 KiB |
순번 | 일일 확진자수 | 확진자 누계 | |
---|---|---|---|
순번 | 1.000 | 0.616 | 0.845 |
일일 확진자수 | 0.616 | 1.000 | 0.900 |
확진자 누계 | 0.845 | 0.900 | 1.000 |
순번 | 일일 확진자수 | 확진자 누계 | |
---|---|---|---|
순번 | 1.000 | 0.762 | 1.000 |
일일 확진자수 | 0.762 | 1.000 | 0.763 |
확진자 누계 | 1.000 | 0.763 | 1.000 |
순번 | 일자 | 일일 확진자수 | 확진자 누계 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2020-02-18 | 1 | 1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 2 | 2020-02-19 | 1 | 2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 3 | 2020-02-20 | 3 | 5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 4 | 2020-02-21 | 6 | 11 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 5 | 2020-02-22 | 14 | 25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 6 | 2020-02-23 | 16 | 41 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 7 | 2020-02-24 | 5 | 46 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
7 | 8 | 2020-02-25 | 38 | 84 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 9 | 2020-02-26 | 8 | 92 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 10 | 2020-02-27 | 12 | 104 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
순번 | 일자 | 일일 확진자수 | 확진자 누계 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | |
---|---|---|---|---|---|---|---|---|---|---|
900 | 958 | 2022-09-06 | 300 | 60684 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
901 | 959 | 2022-09-07 | 253 | 60937 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
902 | 960 | 2022-09-12 | 850 | 61787 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
903 | 961 | 2022-09-13 | 408 | 62195 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
904 | 962 | 2022-09-14 | 241 | 62436 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
905 | 963 | 2022-09-15 | 175 | 62611 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
906 | 964 | 2022-09-18 | 310 | 62921 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
907 | 965 | 2022-09-19 | 190 | 63111 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
908 | 966 | 2022-09-20 | 136 | 63247 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
909 | 967 | 2022-09-21 | 108 | 63355 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |