Overview

Dataset statistics

Number of variables7
Number of observations24
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory68.5 B

Variable types

Categorical2
Numeric5

Alerts

배출년도 has constant value ""Constant
배출월 has constant value ""Constant
배출시 is highly overall correlated with 배출량(g) and 3 other fieldsHigh correlation
배출량(g) is highly overall correlated with 배출시 and 3 other fieldsHigh correlation
배출량비율(%) is highly overall correlated with 배출시 and 3 other fieldsHigh correlation
배출횟수 is highly overall correlated with 배출시 and 3 other fieldsHigh correlation
배출횟수비율(%) is highly overall correlated with 배출시 and 3 other fieldsHigh correlation
배출시 has unique valuesUnique
배출량(g) has unique valuesUnique
배출량비율(%) has unique valuesUnique
배출횟수 has unique valuesUnique
배출횟수비율(%) has unique valuesUnique
배출시 has 1 (4.2%) zerosZeros

Reproduction

Analysis started2023-12-10 12:00:11.417206
Analysis finished2023-12-10 12:00:15.703009
Duration4.29 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

배출년도
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
2021
24 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2021
2nd row2021
3rd row2021
4th row2021
5th row2021

Common Values

ValueCountFrequency (%)
2021 24
100.0%

Length

2023-12-10T21:00:15.807559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:00:15.959046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2021 24
100.0%

배출월
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
1
24 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 24
100.0%

Length

2023-12-10T21:00:16.121508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:00:16.267683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 24
100.0%

배출시
Real number (ℝ)

HIGH CORRELATION  UNIQUE  ZEROS 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.5
Minimum0
Maximum23
Zeros1
Zeros (%)4.2%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T21:00:16.392483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.15
Q15.75
median11.5
Q317.25
95-th percentile21.85
Maximum23
Range23
Interquartile range (IQR)11.5

Descriptive statistics

Standard deviation7.0710678
Coefficient of variation (CV)0.61487546
Kurtosis-1.2
Mean11.5
Median Absolute Deviation (MAD)6
Skewness0
Sum276
Variance50
MonotonicityStrictly increasing
2023-12-10T21:00:16.554081image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0 1
 
4.2%
13 1
 
4.2%
23 1
 
4.2%
22 1
 
4.2%
21 1
 
4.2%
20 1
 
4.2%
19 1
 
4.2%
18 1
 
4.2%
17 1
 
4.2%
16 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
0 1
4.2%
1 1
4.2%
2 1
4.2%
3 1
4.2%
4 1
4.2%
5 1
4.2%
6 1
4.2%
7 1
4.2%
8 1
4.2%
9 1
4.2%
ValueCountFrequency (%)
23 1
4.2%
22 1
4.2%
21 1
4.2%
20 1
4.2%
19 1
4.2%
18 1
4.2%
17 1
4.2%
16 1
4.2%
15 1
4.2%
14 1
4.2%

배출량(g)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0110312 × 109
Minimum1.0869142 × 108
Maximum5.4073706 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T21:00:16.721136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.0869142 × 108
5-th percentile1.8260203 × 108
Q11.2397732 × 109
median3.8410756 × 109
Q34.6574222 × 109
95-th percentile5.0857874 × 109
Maximum5.4073706 × 109
Range5.2986792 × 109
Interquartile range (IQR)3.417649 × 109

Descriptive statistics

Standard deviation1.8868763 × 109
Coefficient of variation (CV)0.62665453
Kurtosis-1.4931066
Mean3.0110312 × 109
Median Absolute Deviation (MAD)1.1959901 × 109
Skewness-0.42858626
Sum7.2264748 × 1010
Variance3.5603023 × 1018
MonotonicityNot monotonic
2023-12-10T21:00:16.902603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
725224398 1
 
4.2%
4967463375 1
 
4.2%
1411289499 1
 
4.2%
2531074414 1
 
4.2%
4277115775 1
 
4.2%
5106668066 1
 
4.2%
5407370589 1
 
4.2%
4734719406 1
 
4.2%
4707466075 1
 
4.2%
4612103324 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
108691420 1
4.2%
167510760 1
4.2%
268119226 1
4.2%
308059552 1
4.2%
592100679 1
4.2%
725224398 1
4.2%
1411289499 1
4.2%
1510810780 1
4.2%
2283781594 1
4.2%
2531074414 1
4.2%
ValueCountFrequency (%)
5407370589 1
4.2%
5106668066 1
4.2%
4967463375 1
4.2%
4873046642 1
4.2%
4734719406 1
4.2%
4707466075 1
4.2%
4640740941 1
4.2%
4612103324 1
4.2%
4277115775 1
4.2%
4171605405 1
4.2%

배출량비율(%)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.1658333
Minimum0.15
Maximum7.48
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T21:00:17.066398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.15
5-th percentile0.251
Q11.7125
median5.315
Q36.4425
95-th percentile7.04
Maximum7.48
Range7.33
Interquartile range (IQR)4.73

Descriptive statistics

Standard deviation2.6106953
Coefficient of variation (CV)0.6266922
Kurtosis-1.4933958
Mean4.1658333
Median Absolute Deviation (MAD)1.655
Skewness-0.42891622
Sum99.98
Variance6.8157297
MonotonicityNot monotonic
2023-12-10T21:00:17.242773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
1.0 1
 
4.2%
6.87 1
 
4.2%
1.95 1
 
4.2%
3.5 1
 
4.2%
5.92 1
 
4.2%
7.07 1
 
4.2%
7.48 1
 
4.2%
6.55 1
 
4.2%
6.51 1
 
4.2%
6.38 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
0.15 1
4.2%
0.23 1
4.2%
0.37 1
4.2%
0.43 1
4.2%
0.82 1
4.2%
1.0 1
4.2%
1.95 1
4.2%
2.09 1
4.2%
3.16 1
4.2%
3.5 1
4.2%
ValueCountFrequency (%)
7.48 1
4.2%
7.07 1
4.2%
6.87 1
4.2%
6.74 1
4.2%
6.55 1
4.2%
6.51 1
4.2%
6.42 1
4.2%
6.38 1
4.2%
5.92 1
4.2%
5.77 1
4.2%

배출횟수
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1640960.5
Minimum44165
Maximum3102591
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T21:00:17.411651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum44165
5-th percentile69077.05
Q1482211.75
median2119785
Q32548575.5
95-th percentile2882792.2
Maximum3102591
Range3058426
Interquartile range (IQR)2066363.8

Descriptive statistics

Standard deviation1081717.2
Coefficient of variation (CV)0.65919757
Kurtosis-1.548938
Mean1640960.5
Median Absolute Deviation (MAD)651148
Skewness-0.38652172
Sum39383052
Variance1.170112 × 1012
MonotonicityNot monotonic
2023-12-10T21:00:17.613973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
377778 1
 
4.2%
2710249 1
 
4.2%
768475 1
 
4.2%
1407953 1
 
4.2%
2394885 1
 
4.2%
2913241 1
 
4.2%
3102591 1
 
4.2%
2617720 1
 
4.2%
2541168 1
 
4.2%
2527311 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
44165 1
4.2%
66868 1
4.2%
81595 1
4.2%
152488 1
4.2%
214828 1
4.2%
377778 1
4.2%
517023 1
4.2%
768475 1
4.2%
1140968 1
4.2%
1407953 1
4.2%
ValueCountFrequency (%)
3102591 1
4.2%
2913241 1
4.2%
2710249 1
4.2%
2657025 1
4.2%
2617720 1
4.2%
2570798 1
4.2%
2541168 1
4.2%
2527311 1
4.2%
2394885 1
4.2%
2382331 1
4.2%

배출횟수비율(%)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.1675
Minimum0.11
Maximum7.88
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T21:00:17.809987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.11
5-th percentile0.176
Q11.2225
median5.38
Q36.47
95-th percentile7.322
Maximum7.88
Range7.77
Interquartile range (IQR)5.2475

Descriptive statistics

Standard deviation2.7465872
Coefficient of variation (CV)0.65904912
Kurtosis-1.548518
Mean4.1675
Median Absolute Deviation (MAD)1.65
Skewness-0.38629553
Sum100.02
Variance7.5437413
MonotonicityNot monotonic
2023-12-10T21:00:18.389386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0.96 1
 
4.2%
6.88 1
 
4.2%
1.95 1
 
4.2%
3.58 1
 
4.2%
6.08 1
 
4.2%
7.4 1
 
4.2%
7.88 1
 
4.2%
6.65 1
 
4.2%
6.45 1
 
4.2%
6.42 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
0.11 1
4.2%
0.17 1
4.2%
0.21 1
4.2%
0.39 1
4.2%
0.55 1
4.2%
0.96 1
4.2%
1.31 1
4.2%
1.95 1
4.2%
2.9 1
4.2%
3.58 1
4.2%
ValueCountFrequency (%)
7.88 1
4.2%
7.4 1
4.2%
6.88 1
4.2%
6.75 1
4.2%
6.65 1
4.2%
6.53 1
4.2%
6.45 1
4.2%
6.42 1
4.2%
6.08 1
4.2%
6.05 1
4.2%

Interactions

2023-12-10T21:00:14.640994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:11.657782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:12.598364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.273768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.990833image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:14.783454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:11.841898image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:12.710770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.388183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:14.107733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:14.924026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:12.038913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:12.865847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.566287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:14.236577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:15.080677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:12.242523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.022773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.711054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:14.369488image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:15.227284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:12.429123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.144666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:13.845571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:00:14.496539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T21:00:18.523715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
배출시1.0000.7100.7450.8360.865
배출량(g)0.7101.0001.0000.9630.963
배출량비율(%)0.7451.0001.0000.9630.965
배출횟수0.8360.9630.9631.0001.000
배출횟수비율(%)0.8650.9630.9651.0001.000
2023-12-10T21:00:18.678829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
배출시1.0000.7010.7010.7140.714
배출량(g)0.7011.0001.0000.9980.998
배출량비율(%)0.7011.0001.0000.9980.998
배출횟수0.7140.9980.9981.0001.000
배출횟수비율(%)0.7140.9980.9981.0001.000

Missing values

2023-12-10T21:00:15.428224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T21:00:15.632412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

배출년도배출월배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
02021107252243981.03777780.96
12021113080595520.431524880.39
22021121675107600.23668680.17
32021131086914200.15441650.11
42021142681192260.37815950.21
52021155921006790.822148280.55
620211615108107802.095170231.31
720211722837815943.1611409682.9
820211831405722994.3517315084.4
920211937766207775.2320449795.19
배출년도배출월배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
14202111448730466426.7426570256.75
15202111546407409416.4225707986.53
16202111646121033246.3825273116.42
17202111747074660756.5125411686.45
18202111847347194066.5526177206.65
19202111954073705897.4831025917.88
20202112051066680667.0729132417.4
21202112142771157755.9223948856.08
22202112225310744143.514079533.58
23202112314112894991.957684751.95