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
배출횟수 has unique valuesUnique
배출시 has 1 (4.2%) zerosZeros

Reproduction

Analysis started2023-12-10 11:59:49.028571
Analysis finished2023-12-10 11:59:52.838837
Duration3.81 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

2023-12-10T20:59:52.913230image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:53.033949image/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
5
24 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row5
2nd row5
3rd row5
4th row5
5th row5

Common Values

ValueCountFrequency (%)
5 24
100.0%

Length

2023-12-10T20:59:53.150144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T20:59:53.265141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
5 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
2023-12-10T20:59:53.372000image/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
2023-12-10T20:59:53.526458image/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%
Mean3.2532716 × 109
Minimum1.3831751 × 108
Maximum6.4299067 × 109
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:53.688613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1.3831751 × 108
5-th percentile2.2942363 × 108
Q11.7099007 × 109
median3.8152276 × 109
Q34.2252731 × 109
95-th percentile5.9392904 × 109
Maximum6.4299067 × 109
Range6.2915892 × 109
Interquartile range (IQR)2.5153725 × 109

Descriptive statistics

Standard deviation1.8769237 × 109
Coefficient of variation (CV)0.57693422
Kurtosis-0.79946728
Mean3.2532716 × 109
Median Absolute Deviation (MAD)8.3571072 × 108
Skewness-0.41317487
Sum7.8078519 × 1010
Variance3.5228427 × 1018
MonotonicityNot monotonic
2023-12-10T20:59:53.862345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
899748504 1
 
4.2%
4193839655 1
 
4.2%
1912668361 1
 
4.2%
3470077285 1
 
4.2%
5561454859 1
 
4.2%
6429906711 1
 
4.2%
6005967239 1
 
4.2%
4727324575 1
 
4.2%
4187303517 1
 
4.2%
4041563200 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
138317511 1
4.2%
216468099 1
4.2%
302838327 1
4.2%
372670578 1
4.2%
899748504 1
4.2%
1101597536 1
4.2%
1912668361 1
4.2%
2679748855 1
4.2%
3415354508 1
4.2%
3470077285 1
4.2%
ValueCountFrequency (%)
6429906711 1
4.2%
6005967239 1
4.2%
5561454859 1
4.2%
4727324575 1
4.2%
4574552089 1
4.2%
4319573590 1
4.2%
4193839655 1
4.2%
4187303517 1
4.2%
4183717184 1
4.2%
4041563200 1
4.2%

배출량비율(%)
Real number (ℝ)

HIGH CORRELATION 

Distinct22
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.16625
Minimum0.18
Maximum8.24
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:54.019102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.18
5-th percentile0.2965
Q12.19
median4.885
Q35.41
95-th percentile7.6045
Maximum8.24
Range8.06
Interquartile range (IQR)3.22

Descriptive statistics

Standard deviation2.4032022
Coefficient of variation (CV)0.57682622
Kurtosis-0.79941035
Mean4.16625
Median Absolute Deviation (MAD)1.07
Skewness-0.41157917
Sum99.99
Variance5.775381
MonotonicityNot monotonic
2023-12-10T20:59:54.187742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
4.74 2
 
8.3%
5.36 2
 
8.3%
5.37 1
 
4.2%
2.45 1
 
4.2%
4.44 1
 
4.2%
7.12 1
 
4.2%
8.24 1
 
4.2%
7.69 1
 
4.2%
6.05 1
 
4.2%
5.18 1
 
4.2%
Other values (12) 12
50.0%
ValueCountFrequency (%)
0.18 1
4.2%
0.28 1
4.2%
0.39 1
4.2%
0.48 1
4.2%
1.15 1
4.2%
1.41 1
4.2%
2.45 1
4.2%
3.43 1
4.2%
4.37 1
4.2%
4.44 1
4.2%
ValueCountFrequency (%)
8.24 1
4.2%
7.69 1
4.2%
7.12 1
4.2%
6.05 1
4.2%
5.86 1
4.2%
5.53 1
4.2%
5.37 1
4.2%
5.36 2
8.3%
5.18 1
4.2%
5.14 1
4.2%

배출횟수
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1884884.1
Minimum57512
Maximum3886883
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:54.397378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum57512
5-th percentile88157.35
Q1910512.25
median2267918
Q32517340.8
95-th percentile3663029.4
Maximum3886883
Range3829371
Interquartile range (IQR)1606828.5

Descriptive statistics

Standard deviation1162537.2
Coefficient of variation (CV)0.61676855
Kurtosis-0.90629841
Mean1884884.1
Median Absolute Deviation (MAD)528418
Skewness-0.28199514
Sum45237219
Variance1.3514928 × 1012
MonotonicityNot monotonic
2023-12-10T20:59:54.555899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
476090 1
 
4.2%
2386782 1
 
4.2%
1054377 1
 
4.2%
1964390 1
 
4.2%
3242299 1
 
4.2%
3886883 1
 
4.2%
3737276 1
 
4.2%
2888253 1
 
4.2%
2477087 1
 
4.2%
2388173 1
 
4.2%
Other values (14) 14
58.3%
ValueCountFrequency (%)
57512 1
4.2%
81310 1
4.2%
126959 1
4.2%
179763 1
4.2%
476090 1
4.2%
478918 1
4.2%
1054377 1
4.2%
1100336 1
4.2%
1883395 1
4.2%
1964390 1
4.2%
ValueCountFrequency (%)
3886883 1
4.2%
3737276 1
4.2%
3242299 1
4.2%
2888253 1
4.2%
2704419 1
4.2%
2518735 1
4.2%
2516876 1
4.2%
2477087 1
4.2%
2388173 1
4.2%
2386782 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
Maximum8.59
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size348.0 B
2023-12-10T20:59:54.702065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.13
5-th percentile0.195
Q12.0125
median5.015
Q35.5625
95-th percentile8.0965
Maximum8.59
Range8.46
Interquartile range (IQR)3.55

Descriptive statistics

Standard deviation2.5695858
Coefficient of variation (CV)0.61670058
Kurtosis-0.90781506
Mean4.1666667
Median Absolute Deviation (MAD)1.165
Skewness-0.28203378
Sum100
Variance6.602771
MonotonicityNot monotonic
2023-12-10T20:59:54.837731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
5.28 2
 
8.3%
1.05 1
 
4.2%
0.4 1
 
4.2%
2.33 1
 
4.2%
4.34 1
 
4.2%
7.17 1
 
4.2%
8.59 1
 
4.2%
8.26 1
 
4.2%
6.38 1
 
4.2%
5.48 1
 
4.2%
Other values (13) 13
54.2%
ValueCountFrequency (%)
0.13 1
4.2%
0.18 1
4.2%
0.28 1
4.2%
0.4 1
4.2%
1.05 1
4.2%
1.06 1
4.2%
2.33 1
4.2%
2.43 1
4.2%
4.16 1
4.2%
4.34 1
4.2%
ValueCountFrequency (%)
8.59 1
4.2%
8.26 1
4.2%
7.17 1
4.2%
6.38 1
4.2%
5.98 1
4.2%
5.57 1
4.2%
5.56 1
4.2%
5.48 1
4.2%
5.28 2
8.3%
5.14 1
4.2%

Interactions

2023-12-10T20:59:51.999547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.234903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.745117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.340089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.944282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:52.092674image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.325262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.840642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.441411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:51.047747image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:52.205262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.431261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.952530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.574754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:51.233821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:52.338580image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.552666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.123224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.708666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:51.397370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:52.455780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:49.665961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.239875image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:50.841537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T20:59:51.538651image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T20:59:54.926075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
배출시1.0000.6810.7210.6820.722
배출량(g)0.6811.0001.0000.9850.985
배출량비율(%)0.7211.0001.0000.9850.986
배출횟수0.6820.9850.9851.0001.000
배출횟수비율(%)0.7220.9850.9861.0001.000
2023-12-10T20:59:55.059140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
배출시1.0000.6690.6650.6630.662
배출량(g)0.6691.0001.0000.9930.995
배출량비율(%)0.6651.0001.0000.9930.995
배출횟수0.6630.9930.9931.0001.000
배출횟수비율(%)0.6620.9950.9951.0001.000

Missing values

2023-12-10T20:59:52.611274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T20:59:52.773354image/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(%)
02021508997485041.154760901.05
12021513726705780.481797630.4
22021522164680990.28813100.18
32021531383175110.18575120.13
42021543028383270.391269590.28
520215511015975361.414789181.06
620215626797488553.4311003362.43
720215734153545084.3718833954.16
820215841837171845.3625168765.56
920215945745520895.8627044195.98
배출년도배출월배출시배출량(g)배출량비율(%)배출횟수배출횟수비율(%)
14202151440132714175.1422696355.02
15202151539257406955.0323256505.14
16202151640415632005.1823881735.28
17202151741873035175.3624770875.48
18202151847273245756.0528882536.38
19202151960059672397.6937372768.26
20202152064299067118.2438868838.59
21202152155614548597.1232422997.17
22202152234700772854.4419643904.34
23202152319126683612.4510543772.33