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
배출시 has 1 (4.2%) zerosZeros

Reproduction

Analysis started2023-12-10 11:59:41.886291
Analysis finished2023-12-10 11:59:45.642714
Duration3.76 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

2023-12-10T20:59:45.745701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:45.876384image/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
6
24 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row6
2nd row6
3rd row6
4th row6
5th row6

Common Values

ValueCountFrequency (%)
6 24
100.0%

Length

2023-12-10T20:59:46.059335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:46.194689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
6 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
2023-12-10T20:59:46.331622image/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
2023-12-10T20:59:46.527428image/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%
Mean3.4258934 × 109
Minimum1.385838 × 108
Maximum7.151567 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:46.680715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.385838 × 108
5-th percentile2.3851389 × 108
Q12.033458 × 109
median3.8347701 × 109
Q34.3394672 × 109
95-th percentile6.3532497 × 109
Maximum7.151567 × 109
Range7.0129832 × 109
Interquartile range (IQR)2.3060092 × 109

Descriptive statistics

Standard deviation1.9788189 × 109
Coefficient of variation (CV)0.57760669
Kurtosis-0.52875381
Mean3.4258934 × 109
Median Absolute Deviation (MAD)9.1122953 × 108
Skewness-0.22720358
Sum8.2221441 × 1010
Variance3.9157244 × 1018
MonotonicityNot monotonic
2023-12-10T20:59:46.838718image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
1026834672 1
 
4.2%
4063337035 1
 
4.2%
2231570876 1
 
4.2%
4102451914 1
 
4.2%
6364696931 1
 
4.2%
7151567043 1
 
4.2%
6288381850 1
 
4.2%
4833345903 1
 
4.2%
4178301361 1
 
4.2%
3982683302 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
138583798 1
4.2%
211361477 1
4.2%
392377594 1
4.2%
405760767 1
4.2%
1026834672 1
4.2%
1439119311 1
4.2%
2231570876 1
4.2%
3079653694 1
4.2%
3520923398 1
4.2%
3523705249 1
4.2%
ValueCountFrequency (%)
7151567043 1
4.2%
6364696931 1
4.2%
6288381850 1
4.2%
4927449312 1
4.2%
4833345903 1
4.2%
4658653268 1
4.2%
4233071813 1
4.2%
4178301361 1
4.2%
4102451914 1
4.2%
4063337035 1
4.2%

배출량비율(%)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.1670833
Minimum0.17
Maximum8.7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:47.028407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.17
5-th percentile0.293
Q12.47
median4.665
Q35.28
95-th percentile7.7265
Maximum8.7
Range8.53
Interquartile range (IQR)2.81

Descriptive statistics

Standard deviation2.4067089
Coefficient of variation (CV)0.57755238
Kurtosis-0.52872213
Mean4.1670833
Median Absolute Deviation (MAD)1.11
Skewness-0.22659827
Sum100.01
Variance5.7922476
MonotonicityNot monotonic
2023-12-10T20:59:47.206990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
1.25 1
 
4.2%
4.94 1
 
4.2%
2.71 1
 
4.2%
4.99 1
 
4.2%
7.74 1
 
4.2%
8.7 1
 
4.2%
7.65 1
 
4.2%
5.88 1
 
4.2%
5.08 1
 
4.2%
4.84 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
0.17 1
4.2%
0.26 1
4.2%
0.48 1
4.2%
0.49 1
4.2%
1.25 1
4.2%
1.75 1
4.2%
2.71 1
4.2%
3.75 1
4.2%
4.28 1
4.2%
4.29 1
4.2%
ValueCountFrequency (%)
8.7 1
4.2%
7.74 1
4.2%
7.65 1
4.2%
5.99 1
4.2%
5.88 1
4.2%
5.67 1
4.2%
5.15 1
4.2%
5.08 1
4.2%
4.99 1
4.2%
4.94 1
4.2%

배출횟수
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2033926.5
Minimum64717
Maximum4477628
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:47.390194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum64717
5-th percentile98969.15
Q11106444
median2268482.5
Q32643027.8
95-th percentile4028072.1
Maximum4477628
Range4412911
Interquartile range (IQR)1536583.8

Descriptive statistics

Standard deviation1261299.2
Coefficient of variation (CV)0.62013016
Kurtosis-0.5989483
Mean2033926.5
Median Absolute Deviation (MAD)734475.5
Skewness-0.064512816
Sum48814236
Variance1.5908756 × 1012
MonotonicityNot monotonic
2023-12-10T20:59:47.552007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
554388 1
 
4.2%
2271089 1
 
4.2%
1256352 1
 
4.2%
2376556 1
 
4.2%
3811827 1
 
4.2%
4477628 1
 
4.2%
4066233 1
 
4.2%
3060284 1
 
4.2%
2546539 1
 
4.2%
2408159 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
64717 1
4.2%
87503 1
4.2%
163944 1
4.2%
204074 1
4.2%
554388 1
4.2%
656720 1
4.2%
1256352 1
4.2%
1365678 1
4.2%
2146448 1
4.2%
2146752 1
4.2%
ValueCountFrequency (%)
4477628 1
4.2%
4066233 1
4.2%
3811827 1
4.2%
3060284 1
4.2%
2945632 1
4.2%
2932494 1
4.2%
2546539 1
4.2%
2526115 1
4.2%
2408159 1
4.2%
2376556 1
4.2%

배출횟수비율(%)
Real number (ℝ)

HIGH CORRELATION 

Distinct23
Distinct (%)95.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.1666667
Minimum0.13
Maximum9.17
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:47.735167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.13
5-th percentile0.204
Q12.265
median4.645
Q35.4175
95-th percentile8.252
Maximum9.17
Range9.04
Interquartile range (IQR)3.1525

Descriptive statistics

Standard deviation2.5829132
Coefficient of variation (CV)0.61989917
Kurtosis-0.59842452
Mean4.1666667
Median Absolute Deviation (MAD)1.505
Skewness-0.064036318
Sum100
Variance6.6714406
MonotonicityNot monotonic
2023-12-10T20:59:47.913568image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
4.4 2
 
8.3%
1.14 1
 
4.2%
4.65 1
 
4.2%
2.57 1
 
4.2%
4.87 1
 
4.2%
7.81 1
 
4.2%
9.17 1
 
4.2%
8.33 1
 
4.2%
6.27 1
 
4.2%
5.22 1
 
4.2%
Other values (13) 13
54.2%
ValueCountFrequency (%)
0.13 1
4.2%
0.18 1
4.2%
0.34 1
4.2%
0.42 1
4.2%
1.14 1
4.2%
1.35 1
4.2%
2.57 1
4.2%
2.8 1
4.2%
4.4 2
8.3%
4.49 1
4.2%
ValueCountFrequency (%)
9.17 1
4.2%
8.33 1
4.2%
7.81 1
4.2%
6.27 1
4.2%
6.03 1
4.2%
6.01 1
4.2%
5.22 1
4.2%
5.17 1
4.2%
4.93 1
4.2%
4.87 1
4.2%

Interactions

2023-12-10T20:59:44.803346image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.090501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.576849image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:43.282490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.196292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.905197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.183790image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.714141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:43.388254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.325340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:45.047747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.290523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.889960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:43.511579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.460614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:45.153389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.388119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:43.029820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:43.981323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.582395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:45.254399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:42.482449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:43.156780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.087597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:44.692398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T20:59:48.045023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
배출시1.0000.5870.6480.7460.729
배출량(g)0.5871.0001.0000.9800.983
배출량비율(%)0.6481.0001.0000.9800.983
배출횟수0.7460.9800.9801.0001.000
배출횟수비율(%)0.7290.9830.9831.0001.000
2023-12-10T20:59:48.205732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
배출시1.0000.6760.6760.6900.692
배출량(g)0.6761.0001.0000.9840.986
배출량비율(%)0.6761.0001.0000.9840.986
배출횟수0.6900.9840.9841.0001.000
배출횟수비율(%)0.6920.9860.9861.0001.000

Missing values

2023-12-10T20:59:45.402009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T20:59:45.575534image/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(%)
020216010268346721.255543881.14
12021614057607670.492040740.42
22021622113614770.26875030.18
32021631385837980.17647170.13
42021643923775940.481639440.34
520216514391193111.756567201.35
620216630796536943.7513656782.8
720216738386534254.6722658764.64
820216846586532685.6729324946.01
920216949274493125.9929456326.03
배출년도배출월배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
14202161438308866844.6621464484.4
15202161537980701484.6222856984.68
16202161639826833024.8424081594.93
17202161741783013615.0825465395.22
18202161848333459035.8830602846.27
19202161962883818507.6540662338.33
20202162071515670438.744776289.17
21202162163646969317.7438118277.81
22202162241024519144.9923765564.87
23202162322315708762.7112563522.57