Overview

Dataset statistics

Number of variables5
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.1 KiB
Average record size in memory42.3 B

Variable types

Categorical4
Numeric1

Dataset

DescriptionSample
Author경기대학교 빅데이터센터
URLhttps://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=KGUINDTDLVR

Alerts

광역시도명 has constant value ""Constant
시군구명 has constant value ""Constant

Reproduction

Analysis started2023-12-10 06:36:08.185588
Analysis finished2023-12-10 06:36:10.372385
Duration2.19 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

날짜
Categorical

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2020-01-01
16 
2020-01-02
16 
2020-01-03
16 
2020-01-04
16 
2020-01-05
16 
Other values (2)
20 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-01-01
2nd row2020-01-01
3rd row2020-01-01
4th row2020-01-01
5th row2020-01-01

Common Values

ValueCountFrequency (%)
2020-01-01 16
16.0%
2020-01-02 16
16.0%
2020-01-03 16
16.0%
2020-01-04 16
16.0%
2020-01-05 16
16.0%
2020-01-06 16
16.0%
2020-01-07 4
 
4.0%

Length

2023-12-10T15:36:10.490335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:36:10.696938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-01-01 16
16.0%
2020-01-02 16
16.0%
2020-01-03 16
16.0%
2020-01-04 16
16.0%
2020-01-05 16
16.0%
2020-01-06 16
16.0%
2020-01-07 4
 
4.0%

배달상점 업종명
Categorical

Distinct16
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
도시락
7 
돈까스/일식
7 
배달전문업체
7 
분식
7 
심부름
 
6
Other values (11)
66 

Length

Max length6
Median length5
Mean length3.47
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row도시락
2nd row돈까스/일식
3rd row배달전문업체
4th row분식
5th row심부름

Common Values

ValueCountFrequency (%)
도시락 7
 
7.0%
돈까스/일식 7
 
7.0%
배달전문업체 7
 
7.0%
분식 7
 
7.0%
심부름 6
 
6.0%
아시안/양식 6
 
6.0%
야식 6
 
6.0%
족발/보쌈 6
 
6.0%
중식 6
 
6.0%
찜탕 6
 
6.0%
Other values (6) 36
36.0%

Length

2023-12-10T15:36:10.918410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
도시락 7
 
7.0%
돈까스/일식 7
 
7.0%
배달전문업체 7
 
7.0%
분식 7
 
7.0%
심부름 6
 
6.0%
아시안/양식 6
 
6.0%
야식 6
 
6.0%
족발/보쌈 6
 
6.0%
중식 6
 
6.0%
찜탕 6
 
6.0%
Other values (6) 36
36.0%

광역시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
경기도
100 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경기도 100
100.0%

Length

2023-12-10T15:36:11.123397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:36:11.298804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 100
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
의정부시
100 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
의정부시 100
100.0%

Length

2023-12-10T15:36:11.447524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T15:36:11.597446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
의정부시 100
100.0%

평균배달소요시간(분)
Real number (ℝ)

Distinct96
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.5782
Minimum17.36
Maximum58.38
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T15:36:11.789131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum17.36
5-th percentile20.849
Q123.9225
median25.72
Q328.3075
95-th percentile35.018
Maximum58.38
Range41.02
Interquartile range (IQR)4.385

Descriptive statistics

Standard deviation5.2040333
Coefficient of variation (CV)0.19580082
Kurtosis13.216655
Mean26.5782
Median Absolute Deviation (MAD)2.58
Skewness2.5077485
Sum2657.82
Variance27.081962
MonotonicityNot monotonic
2023-12-10T15:36:12.022175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23.03 2
 
2.0%
28.3 2
 
2.0%
25.72 2
 
2.0%
23.06 2
 
2.0%
26.81 1
 
1.0%
22.16 1
 
1.0%
25.51 1
 
1.0%
22.13 1
 
1.0%
22.08 1
 
1.0%
26.42 1
 
1.0%
Other values (86) 86
86.0%
ValueCountFrequency (%)
17.36 1
1.0%
18.0 1
1.0%
18.27 1
1.0%
18.39 1
1.0%
19.69 1
1.0%
20.91 1
1.0%
21.24 1
1.0%
21.36 1
1.0%
21.5 1
1.0%
21.64 1
1.0%
ValueCountFrequency (%)
58.38 1
1.0%
37.29 1
1.0%
36.84 1
1.0%
36.76 1
1.0%
35.55 1
1.0%
34.99 1
1.0%
34.78 1
1.0%
34.06 1
1.0%
32.54 1
1.0%
31.87 1
1.0%

Interactions

2023-12-10T15:36:09.813646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T15:36:12.193350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
날짜배달상점 업종명평균배달소요시간(분)
날짜1.0000.0000.588
배달상점 업종명0.0001.0000.598
평균배달소요시간(분)0.5880.5981.000
2023-12-10T15:36:12.380774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배달상점 업종명날짜
배달상점 업종명1.0000.000
날짜0.0001.000
2023-12-10T15:36:12.563701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
평균배달소요시간(분)날짜배달상점 업종명
평균배달소요시간(분)1.0000.3980.318
날짜0.3981.0000.000
배달상점 업종명0.3180.0001.000

Missing values

2023-12-10T15:36:10.056663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T15:36:10.252228image/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

날짜배달상점 업종명광역시도명시군구명평균배달소요시간(분)
02020-01-01도시락경기도의정부시30.31
12020-01-01돈까스/일식경기도의정부시30.68
22020-01-01배달전문업체경기도의정부시28.5
32020-01-01분식경기도의정부시28.3
42020-01-01심부름경기도의정부시36.84
52020-01-01아시안/양식경기도의정부시34.78
62020-01-01야식경기도의정부시32.54
72020-01-01족발/보쌈경기도의정부시31.25
82020-01-01중식경기도의정부시31.05
92020-01-01찜탕경기도의정부시28.04
날짜배달상점 업종명광역시도명시군구명평균배달소요시간(분)
902020-01-06치킨경기도의정부시28.53
912020-01-06카페/디저트경기도의정부시24.42
922020-01-06패스트푸드경기도의정부시19.69
932020-01-06피자경기도의정부시29.0
942020-01-06한식경기도의정부시28.22
952020-01-06회경기도의정부시28.2
962020-01-07도시락경기도의정부시58.38
972020-01-07돈까스/일식경기도의정부시36.76
982020-01-07배달전문업체경기도의정부시34.99
992020-01-07분식경기도의정부시35.55