Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.1 KiB |
Average record size in memory | 62.3 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=6c5049e0-2e4e-11eb-8f72-932712f5aa3c |
측정일 has constant value "" | Constant |
주소 is highly overall correlated with 기본키 and 1 other fields | High correlation |
지점 is highly overall correlated with 기본키 and 1 other fields | High correlation |
기본키 is highly overall correlated with 측정시간 and 4 other fields | High correlation |
측정시간 is highly overall correlated with 기본키 and 2 other fields | High correlation |
강수량(mm) is highly overall correlated with 기본키 and 2 other fields | High correlation |
강우량(mm) is highly overall correlated with 기본키 and 2 other fields | High correlation |
기본키 has unique values | Unique |
강수량(mm) has 59 (59.0%) zeros | Zeros |
강우량(mm) has 60 (60.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-22 00:16:15.461657 |
---|---|
Analysis finished | 2024-04-22 00:16:17.210597 |
Duration | 1.75 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
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 (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210301 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210301 |
---|---|
2nd row | 20210301 |
3rd row | 20210301 |
4th row | 20210301 |
5th row | 20210301 |
Common Values
Value | Count | Frequency (%) |
20210301 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210301 | 100 |
측정시간
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 68 |
---|---|
Distinct (%) | 68.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 715.5 |
Minimum | 15 |
---|---|
Maximum | 1715 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 15 |
---|---|
5-th percentile | 45 |
Q1 | 315 |
median | 622.5 |
Q3 | 1103.75 |
95-th percentile | 1600.75 |
Maximum | 1715 |
Range | 1700 |
Interquartile range (IQR) | 788.75 |
Descriptive statistics
Standard deviation | 487.2695 |
---|---|
Coefficient of variation (CV) | 0.68101957 |
Kurtosis | -0.92722288 |
Mean | 715.5 |
Median Absolute Deviation (MAD) | 377.5 |
Skewness | 0.44267443 |
Sum | 71550 |
Variance | 237431.57 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 2 | 2.0% |
430 | 2 | 2.0% |
900 | 2 | 2.0% |
30 | 2 | 2.0% |
830 | 2 | 2.0% |
815 | 2 | 2.0% |
800 | 2 | 2.0% |
645 | 2 | 2.0% |
630 | 2 | 2.0% |
615 | 2 | 2.0% |
Other values (58) | 80 |
Value | Count | Frequency (%) |
15 | 2 | |
30 | 2 | |
45 | 2 | |
100 | 2 | |
115 | 2 | |
130 | 2 | |
145 | 2 | |
200 | 2 | |
215 | 2 | |
230 | 2 |
Value | Count | Frequency (%) |
1715 | 1 | |
1700 | 1 | |
1645 | 1 | |
1630 | 1 | |
1615 | 1 | |
1600 | 1 | |
1545 | 1 | |
1530 | 1 | |
1515 | 1 | |
1500 | 1 |
지점
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
A-0010-3019E-6 | |
---|---|
A-0010-1185E-8 |
Length
Max length | 14 |
---|---|
Median length | 14 |
Mean length | 14 |
Min length | 14 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | A-0010-1185E-8 |
---|---|
2nd row | A-0010-1185E-8 |
3rd row | A-0010-1185E-8 |
4th row | A-0010-1185E-8 |
5th row | A-0010-1185E-8 |
Common Values
Value | Count | Frequency (%) |
A-0010-3019E-6 | 64 | |
A-0010-1185E-8 | 36 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
a-0010-3019e-6 | 64 | |
a-0010-1185e-8 | 36 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
충북 청주시 흥덕구 강서1동 | |
---|---|
대구 동구 안심3동 |
Length
Max length | 15 |
---|---|
Median length | 15 |
Mean length | 13.2 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 대구 동구 안심3동 |
---|---|
2nd row | 대구 동구 안심3동 |
3rd row | 대구 동구 안심3동 |
4th row | 대구 동구 안심3동 |
5th row | 대구 동구 안심3동 |
Common Values
Value | Count | Frequency (%) |
충북 청주시 흥덕구 강서1동 | 64 | |
대구 동구 안심3동 | 36 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
충북 | 64 | |
청주시 | 64 | |
흥덕구 | 64 | |
강서1동 | 64 | |
대구 | 36 | |
동구 | 36 | |
안심3동 | 36 |
강수량(mm)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 30 |
---|---|
Distinct (%) | 30.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.86 |
Minimum | 0 |
---|---|
Maximum | 43 |
Zeros | 59 |
Zeros (%) | 59.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 7 |
95-th percentile | 38.05 |
Maximum | 43 |
Range | 43 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 12.368108 |
---|---|
Coefficient of variation (CV) | 1.8029312 |
Kurtosis | 1.8929678 |
Mean | 6.86 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.8038465 |
Sum | 686 |
Variance | 152.9701 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 59 | |
1 | 4 | 4.0% |
2 | 3 | 3.0% |
4 | 3 | 3.0% |
7 | 3 | 3.0% |
5 | 2 | 2.0% |
6 | 2 | 2.0% |
35 | 2 | 2.0% |
38 | 1 | 1.0% |
29 | 1 | 1.0% |
Other values (20) | 20 | 20.0% |
Value | Count | Frequency (%) |
0 | 59 | |
1 | 4 | 4.0% |
2 | 3 | 3.0% |
3 | 1 | 1.0% |
4 | 3 | 3.0% |
5 | 2 | 2.0% |
6 | 2 | 2.0% |
7 | 3 | 3.0% |
8 | 1 | 1.0% |
9 | 1 | 1.0% |
Value | Count | Frequency (%) |
43 | 1 | |
42 | 1 | |
41 | 1 | |
40 | 1 | |
39 | 1 | |
38 | 1 | |
35 | 2 | |
33 | 1 | |
32 | 1 | |
29 | 1 |
강우량(mm)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 40 |
---|---|
Distinct (%) | 40.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.467 |
Minimum | 0 |
---|---|
Maximum | 40.4 |
Zeros | 60 |
Zeros (%) | 60.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 5.375 |
95-th percentile | 31.795 |
Maximum | 40.4 |
Range | 40.4 |
Interquartile range (IQR) | 5.375 |
Descriptive statistics
Standard deviation | 10.499255 |
---|---|
Coefficient of variation (CV) | 1.9204783 |
Kurtosis | 3.0874202 |
Mean | 5.467 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.0632226 |
Sum | 546.7 |
Variance | 110.23435 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 60 | |
1.5 | 2 | 2.0% |
25.1 | 1 | 1.0% |
8.1 | 1 | 1.0% |
11.7 | 1 | 1.0% |
15.0 | 1 | 1.0% |
17.0 | 1 | 1.0% |
18.8 | 1 | 1.0% |
20.7 | 1 | 1.0% |
22.1 | 1 | 1.0% |
Other values (30) | 30 |
Value | Count | Frequency (%) |
0.0 | 60 | |
0.6 | 1 | 1.0% |
0.8 | 1 | 1.0% |
0.9 | 1 | 1.0% |
1.2 | 1 | 1.0% |
1.5 | 2 | 2.0% |
2.4 | 1 | 1.0% |
2.8 | 1 | 1.0% |
3.0 | 1 | 1.0% |
3.1 | 1 | 1.0% |
Value | Count | Frequency (%) |
40.4 | 1 | |
38.9 | 1 | |
37.2 | 1 | |
35.5 | 1 | |
33.6 | 1 | |
31.7 | 1 | |
29.8 | 1 | |
28.3 | 1 | |
26.8 | 1 | |
25.1 | 1 |
기본키 | 측정시간 | 지점 | 주소 | 강수량(mm) | 강우량(mm) | |
---|---|---|---|---|---|---|
기본키 | 1.000 | 0.948 | 0.996 | 0.996 | 0.885 | 0.833 |
측정시간 | 0.948 | 1.000 | 0.562 | 0.562 | 0.924 | 0.908 |
지점 | 0.996 | 0.562 | 1.000 | 0.999 | 0.529 | 0.489 |
주소 | 0.996 | 0.562 | 0.999 | 1.000 | 0.529 | 0.489 |
강수량(mm) | 0.885 | 0.924 | 0.529 | 0.529 | 1.000 | 0.993 |
강우량(mm) | 0.833 | 0.908 | 0.489 | 0.489 | 0.993 | 1.000 |
주소 | 지점 | |
---|---|---|
주소 | 1.000 | 0.978 |
지점 | 0.978 | 1.000 |
기본키 | 측정시간 | 강수량(mm) | 강우량(mm) | 지점 | 주소 | |
---|---|---|---|---|---|---|
기본키 | 1.000 | 0.823 | 0.889 | 0.883 | 0.902 | 0.902 |
측정시간 | 0.823 | 1.000 | 0.867 | 0.866 | 0.415 | 0.415 |
강수량(mm) | 0.889 | 0.867 | 1.000 | 0.993 | 0.389 | 0.389 |
강우량(mm) | 0.883 | 0.866 | 0.993 | 1.000 | 0.359 | 0.359 |
지점 | 0.902 | 0.415 | 0.389 | 0.359 | 1.000 | 0.978 |
주소 | 0.902 | 0.415 | 0.389 | 0.359 | 0.978 | 1.000 |
기본키 | 측정일 | 측정시간 | 지점 | 주소 | 강수량(mm) | 강우량(mm) | |
---|---|---|---|---|---|---|---|
0 | 1 | 20210301 | 15 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
1 | 2 | 20210301 | 30 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
2 | 3 | 20210301 | 45 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
3 | 4 | 20210301 | 100 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
4 | 5 | 20210301 | 115 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
5 | 6 | 20210301 | 130 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
6 | 7 | 20210301 | 145 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
7 | 8 | 20210301 | 200 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
8 | 9 | 20210301 | 215 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
9 | 10 | 20210301 | 230 | A-0010-1185E-8 | 대구 동구 안심3동 | 0 | 0.0 |
기본키 | 측정일 | 측정시간 | 지점 | 주소 | 강수량(mm) | 강우량(mm) | |
---|---|---|---|---|---|---|---|
90 | 91 | 20210301 | 1445 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 29 | 23.6 |
91 | 92 | 20210301 | 1500 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 32 | 25.1 |
92 | 93 | 20210301 | 1530 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 35 | 28.3 |
93 | 94 | 20210301 | 1545 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 35 | 29.8 |
94 | 95 | 20210301 | 1600 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 38 | 31.7 |
95 | 96 | 20210301 | 1615 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 39 | 33.6 |
96 | 97 | 20210301 | 1630 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 40 | 35.5 |
97 | 98 | 20210301 | 1645 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 41 | 37.2 |
98 | 99 | 20210301 | 1700 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 42 | 38.9 |
99 | 100 | 20210301 | 1715 | A-0010-3019E-6 | 충북 청주시 흥덕구 강서1동 | 43 | 40.4 |