Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 229 |
Missing cells | 99 |
Missing cells (%) | 5.4% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.8 KiB |
Average record size in memory | 70.6 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 6 |
Categorical | 1 |
Dataset
Description | 전라북도 무주군의 강우량 데이터로써 연월일, 무주읍, 무풍면, 설천면, 적상면, 안성면, 부남면, 데이터기준일자 컬럼으로 구성 |
---|---|
URL | https://www.data.go.kr/data/3040165/fileData.do |
데이터기준일자 has constant value "" | Constant |
무주읍 is highly overall correlated with 무풍면 and 4 other fields | High correlation |
무풍면 is highly overall correlated with 무주읍 and 4 other fields | High correlation |
설천면 is highly overall correlated with 무주읍 and 4 other fields | High correlation |
적상면 is highly overall correlated with 무주읍 and 4 other fields | High correlation |
안성면 is highly overall correlated with 무주읍 and 4 other fields | High correlation |
부남면 is highly overall correlated with 무주읍 and 4 other fields | High correlation |
무주읍 has 96 (41.9%) missing values | Missing |
연월일 has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 23:15:59.885541 |
---|---|
Analysis finished | 2023-12-11 23:16:03.755636 |
Duration | 3.87 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연월일
Date
UNIQUE
 
Distinct | 229 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Minimum | 2004-01-01 00:00:00 |
---|---|
Maximum | 2023-01-01 00:00:00 |
무주읍
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 97 |
---|---|
Distinct (%) | 72.9% |
Missing | 96 |
Missing (%) | 41.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 86.981203 |
Minimum | 1 |
---|---|
Maximum | 441 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.6 |
Q1 | 26 |
median | 55 |
Q3 | 110 |
95-th percentile | 290.6 |
Maximum | 441 |
Range | 440 |
Interquartile range (IQR) | 84 |
Descriptive statistics
Standard deviation | 90.695908 |
---|---|
Coefficient of variation (CV) | 1.042707 |
Kurtosis | 3.5282248 |
Mean | 86.981203 |
Median Absolute Deviation (MAD) | 33 |
Skewness | 1.8716069 |
Sum | 11568.5 |
Variance | 8225.7478 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23.0 | 5 | 2.2% |
65.0 | 4 | 1.7% |
2.0 | 4 | 1.7% |
47.0 | 3 | 1.3% |
62.0 | 3 | 1.3% |
26.0 | 3 | 1.3% |
36.0 | 3 | 1.3% |
51.0 | 3 | 1.3% |
22.0 | 3 | 1.3% |
94.0 | 3 | 1.3% |
Other values (87) | 99 | |
(Missing) | 96 |
Value | Count | Frequency (%) |
1.0 | 2 | |
2.0 | 4 | |
3.0 | 1 | 0.4% |
4.0 | 1 | 0.4% |
4.5 | 1 | 0.4% |
5.0 | 1 | 0.4% |
6.0 | 1 | 0.4% |
9.0 | 2 | |
9.5 | 1 | 0.4% |
12.0 | 2 |
Value | Count | Frequency (%) |
441.0 | 1 | |
425.5 | 1 | |
402.0 | 1 | |
339.0 | 1 | |
306.0 | 2 | |
293.0 | 1 | |
289.0 | 1 | |
262.0 | 1 | |
261.5 | 1 | |
232.5 | 1 |
무풍면
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 145 |
---|---|
Distinct (%) | 63.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 88.759825 |
Minimum | 0 |
---|---|
Maximum | 635 |
Zeros | 1 |
Zeros (%) | 0.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5 |
Q1 | 24 |
median | 54.5 |
Q3 | 116 |
95-th percentile | 327.6 |
Maximum | 635 |
Range | 635 |
Interquartile range (IQR) | 92 |
Descriptive statistics
Standard deviation | 105.93496 |
---|---|
Coefficient of variation (CV) | 1.1935012 |
Kurtosis | 7.2346692 |
Mean | 88.759825 |
Median Absolute Deviation (MAD) | 37.5 |
Skewness | 2.4615296 |
Sum | 20326 |
Variance | 11222.216 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
28.0 | 6 | 2.6% |
23.0 | 6 | 2.6% |
5.0 | 6 | 2.6% |
24.0 | 5 | 2.2% |
60.0 | 5 | 2.2% |
38.0 | 4 | 1.7% |
55.0 | 4 | 1.7% |
6.0 | 3 | 1.3% |
49.0 | 3 | 1.3% |
7.0 | 3 | 1.3% |
Other values (135) | 184 |
Value | Count | Frequency (%) |
0.0 | 1 | 0.4% |
1.0 | 2 | 0.9% |
1.5 | 2 | 0.9% |
2.0 | 2 | 0.9% |
3.0 | 2 | 0.9% |
4.0 | 1 | 0.4% |
5.0 | 6 | |
6.0 | 3 | |
6.5 | 1 | 0.4% |
7.0 | 3 |
Value | Count | Frequency (%) |
635.0 | 1 | |
617.0 | 1 | |
491.5 | 1 | |
439.0 | 1 | |
429.0 | 1 | |
421.0 | 1 | |
405.0 | 1 | |
386.0 | 1 | |
382.0 | 1 | |
365.0 | 1 |
설천면
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 151 |
---|---|
Distinct (%) | 66.5% |
Missing | 2 |
Missing (%) | 0.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 92.42467 |
Minimum | 0.5 |
---|---|
Maximum | 612 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 0.5 |
---|---|
5-th percentile | 4 |
Q1 | 24.5 |
median | 59 |
Q3 | 124.5 |
95-th percentile | 348.1 |
Maximum | 612 |
Range | 611.5 |
Interquartile range (IQR) | 100 |
Descriptive statistics
Standard deviation | 105.3027 |
---|---|
Coefficient of variation (CV) | 1.1393354 |
Kurtosis | 4.5511954 |
Mean | 92.42467 |
Median Absolute Deviation (MAD) | 39 |
Skewness | 2.0604489 |
Sum | 20980.4 |
Variance | 11088.658 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.0 | 5 | 2.2% |
21.0 | 5 | 2.2% |
32.0 | 5 | 2.2% |
22.0 | 4 | 1.7% |
28.0 | 4 | 1.7% |
26.0 | 4 | 1.7% |
14.0 | 4 | 1.7% |
18.0 | 3 | 1.3% |
35.0 | 3 | 1.3% |
29.0 | 3 | 1.3% |
Other values (141) | 187 |
Value | Count | Frequency (%) |
0.5 | 1 | 0.4% |
1.0 | 3 | |
2.0 | 5 | |
3.0 | 2 | 0.9% |
4.0 | 2 | 0.9% |
4.5 | 1 | 0.4% |
5.0 | 2 | 0.9% |
6.0 | 1 | 0.4% |
7.0 | 3 | |
7.5 | 1 | 0.4% |
Value | Count | Frequency (%) |
612.0 | 1 | |
485.0 | 1 | |
447.0 | 1 | |
431.0 | 1 | |
418.5 | 1 | |
408.0 | 1 | |
397.0 | 1 | |
385.0 | 1 | |
376.0 | 1 | |
373.0 | 1 |
적상면
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 147 |
---|---|
Distinct (%) | 64.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 98.406114 |
Minimum | 1 |
---|---|
Maximum | 623 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5 |
Q1 | 27 |
median | 60 |
Q3 | 119 |
95-th percentile | 327.6 |
Maximum | 623 |
Range | 622 |
Interquartile range (IQR) | 92 |
Descriptive statistics
Standard deviation | 113.64339 |
---|---|
Coefficient of variation (CV) | 1.1548407 |
Kurtosis | 5.2596038 |
Mean | 98.406114 |
Median Absolute Deviation (MAD) | 39 |
Skewness | 2.1815541 |
Sum | 22535 |
Variance | 12914.819 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27.0 | 5 | 2.2% |
30.0 | 5 | 2.2% |
38.0 | 5 | 2.2% |
29.0 | 4 | 1.7% |
26.0 | 4 | 1.7% |
17.0 | 4 | 1.7% |
2.0 | 4 | 1.7% |
18.0 | 3 | 1.3% |
80.0 | 3 | 1.3% |
12.0 | 3 | 1.3% |
Other values (137) | 189 |
Value | Count | Frequency (%) |
1.0 | 2 | |
1.5 | 1 | 0.4% |
2.0 | 4 | |
3.0 | 1 | 0.4% |
4.0 | 2 | |
5.0 | 3 | |
6.0 | 2 | |
6.5 | 1 | 0.4% |
7.0 | 1 | 0.4% |
8.0 | 3 |
Value | Count | Frequency (%) |
623.0 | 1 | |
620.0 | 1 | |
527.0 | 1 | |
504.0 | 1 | |
461.0 | 1 | |
455.0 | 1 | |
437.0 | 1 | |
395.0 | 1 | |
381.0 | 1 | |
371.0 | 1 |
안성면
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 146 |
---|---|
Distinct (%) | 63.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 93.89083 |
Minimum | 0 |
---|---|
Maximum | 595 |
Zeros | 1 |
Zeros (%) | 0.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 6 |
Q1 | 26 |
median | 59 |
Q3 | 111 |
95-th percentile | 363.2 |
Maximum | 595 |
Range | 595 |
Interquartile range (IQR) | 85 |
Descriptive statistics
Standard deviation | 108.08765 |
---|---|
Coefficient of variation (CV) | 1.1512056 |
Kurtosis | 5.1469663 |
Mean | 93.89083 |
Median Absolute Deviation (MAD) | 37 |
Skewness | 2.2148196 |
Sum | 21501 |
Variance | 11682.94 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27.0 | 5 | 2.2% |
22.0 | 5 | 2.2% |
35.0 | 4 | 1.7% |
59.0 | 4 | 1.7% |
113.0 | 4 | 1.7% |
26.0 | 4 | 1.7% |
17.0 | 4 | 1.7% |
32.0 | 3 | 1.3% |
23.0 | 3 | 1.3% |
81.0 | 3 | 1.3% |
Other values (136) | 190 |
Value | Count | Frequency (%) |
0.0 | 1 | 0.4% |
1.0 | 3 | |
2.0 | 2 | |
2.5 | 1 | 0.4% |
4.0 | 2 | |
5.0 | 1 | 0.4% |
5.5 | 1 | 0.4% |
6.0 | 3 | |
7.0 | 2 | |
8.0 | 3 |
Value | Count | Frequency (%) |
595.0 | 1 | |
549.0 | 1 | |
490.0 | 1 | |
471.0 | 1 | |
457.0 | 1 | |
456.0 | 1 | |
394.0 | 1 | |
385.0 | 1 | |
380.0 | 1 | |
378.0 | 1 |
부남면
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 141 |
---|---|
Distinct (%) | 61.8% |
Missing | 1 |
Missing (%) | 0.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.635965 |
Minimum | 0 |
---|---|
Maximum | 659 |
Zeros | 2 |
Zeros (%) | 0.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4 |
Q1 | 26.75 |
median | 58.75 |
Q3 | 124.25 |
95-th percentile | 304.6 |
Maximum | 659 |
Range | 659 |
Interquartile range (IQR) | 97.5 |
Descriptive statistics
Standard deviation | 105.50886 |
---|---|
Coefficient of variation (CV) | 1.1148918 |
Kurtosis | 5.3076853 |
Mean | 94.635965 |
Median Absolute Deviation (MAD) | 36.75 |
Skewness | 2.1261587 |
Sum | 21577 |
Variance | 11132.12 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
33.0 | 8 | 3.5% |
3.0 | 5 | 2.2% |
83.0 | 4 | 1.7% |
18.0 | 4 | 1.7% |
19.0 | 4 | 1.7% |
43.0 | 4 | 1.7% |
22.0 | 4 | 1.7% |
37.0 | 4 | 1.7% |
23.0 | 4 | 1.7% |
71.0 | 4 | 1.7% |
Other values (131) | 183 |
Value | Count | Frequency (%) |
0.0 | 2 | 0.9% |
1.0 | 3 | |
2.0 | 1 | 0.4% |
3.0 | 5 | |
4.0 | 2 | 0.9% |
5.0 | 3 | |
7.0 | 1 | 0.4% |
8.0 | 1 | 0.4% |
9.0 | 3 | |
10.0 | 1 | 0.4% |
Value | Count | Frequency (%) |
659.0 | 1 | |
483.0 | 1 | |
478.0 | 1 | |
426.0 | 1 | |
416.0 | 1 | |
407.0 | 1 | |
393.0 | 1 | |
392.0 | 1 | |
381.0 | 1 | |
344.0 | 1 |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
2023-03-07 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-03-07 |
---|---|
2nd row | 2023-03-07 |
3rd row | 2023-03-07 |
4th row | 2023-03-07 |
5th row | 2023-03-07 |
Common Values
Value | Count | Frequency (%) |
2023-03-07 | 229 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-03-07 | 229 |
무주읍 | 무풍면 | 설천면 | 적상면 | 안성면 | 부남면 | |
---|---|---|---|---|---|---|
무주읍 | 1.000 | 0.846 | 0.879 | 0.912 | 0.875 | 0.880 |
무풍면 | 0.846 | 1.000 | 0.953 | 0.880 | 0.876 | 0.943 |
설천면 | 0.879 | 0.953 | 1.000 | 0.886 | 0.895 | 0.968 |
적상면 | 0.912 | 0.880 | 0.886 | 1.000 | 0.973 | 0.892 |
안성면 | 0.875 | 0.876 | 0.895 | 0.973 | 1.000 | 0.889 |
부남면 | 0.880 | 0.943 | 0.968 | 0.892 | 0.889 | 1.000 |
무주읍 | 무풍면 | 설천면 | 적상면 | 안성면 | 부남면 | |
---|---|---|---|---|---|---|
무주읍 | 1.000 | 0.893 | 0.948 | 0.966 | 0.949 | 0.968 |
무풍면 | 0.893 | 1.000 | 0.937 | 0.922 | 0.935 | 0.924 |
설천면 | 0.948 | 0.937 | 1.000 | 0.952 | 0.957 | 0.956 |
적상면 | 0.966 | 0.922 | 0.952 | 1.000 | 0.970 | 0.962 |
안성면 | 0.949 | 0.935 | 0.957 | 0.970 | 1.000 | 0.955 |
부남면 | 0.968 | 0.924 | 0.956 | 0.962 | 0.955 | 1.000 |
연월일 | 무주읍 | 무풍면 | 설천면 | 적상면 | 안성면 | 부남면 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|
0 | 2004-01-01 | <NA> | 3.0 | 2.0 | 6.0 | 6.0 | 5.0 | 2023-03-07 |
1 | 2004-02-01 | <NA> | 25.0 | 28.0 | 30.0 | 36.0 | 18.0 | 2023-03-07 |
2 | 2004-03-01 | <NA> | 15.0 | 15.0 | 19.0 | 24.0 | 19.0 | 2023-03-07 |
3 | 2004-04-01 | <NA> | 67.0 | 71.0 | 76.0 | 59.0 | 69.0 | 2023-03-07 |
4 | 2004-05-01 | <NA> | 86.0 | 103.0 | 98.0 | 108.0 | 87.0 | 2023-03-07 |
5 | 2004-06-01 | <NA> | 186.0 | 239.0 | 223.0 | 193.0 | 260.0 | 2023-03-07 |
6 | 2004-07-01 | <NA> | 206.0 | 258.0 | 230.0 | 296.0 | 240.0 | 2023-03-07 |
7 | 2004-08-01 | <NA> | 386.0 | 408.0 | 323.0 | 359.0 | 287.0 | 2023-03-07 |
8 | 2004-09-01 | <NA> | 175.0 | 168.0 | 145.0 | 161.0 | 137.0 | 2023-03-07 |
9 | 2004-10-01 | <NA> | 5.0 | 4.0 | 3.0 | 2.0 | 0.0 | 2023-03-07 |
연월일 | 무주읍 | 무풍면 | 설천면 | 적상면 | 안성면 | 부남면 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|
219 | 2022-04-01 | 65.5 | 60.0 | 65.0 | 65.0 | 63.0 | 72.0 | 2023-03-07 |
220 | 2022-05-01 | 4.5 | 6.5 | 6.0 | 4.0 | 5.0 | 3.0 | 2023-03-07 |
221 | 2022-06-01 | 124.5 | 123.0 | 119.0 | 143.0 | 135.5 | 139.0 | 2023-03-07 |
222 | 2022-07-01 | 134.5 | 159.0 | 177.5 | 130.5 | 133.0 | 143.5 | 2023-03-07 |
223 | 2022-08-01 | 261.5 | 222.0 | 296.0 | 286.5 | 170.5 | 267.5 | 2023-03-07 |
224 | 2022-09-01 | 73.0 | 136.5 | 114.5 | 80.0 | 74.0 | 63.0 | 2023-03-07 |
225 | 2022-10-01 | 37.5 | 48.5 | 43.5 | 54.0 | 53.5 | 41.5 | 2023-03-07 |
226 | 2022-11-01 | 65.0 | 55.0 | 67.5 | 60.5 | 62.5 | 58.0 | 2023-03-07 |
227 | 2022-12-01 | 9.0 | 10.0 | 10.0 | 6.5 | 13.0 | 10.0 | 2023-03-07 |
228 | 2023-01-01 | 22.0 | 16.5 | 19.5 | 20.0 | 20.0 | 24.5 | 2023-03-07 |