Overview

Dataset statistics

Number of variables7
Number of observations78
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.5 KiB
Average record size in memory58.6 B

Variable types

Numeric1
Categorical6

Alerts

소비 고객수 has constant value ""Constant
소비 금액 has constant value ""Constant
소비 건수 has constant value ""Constant

Reproduction

Analysis started2024-03-03 16:22:20.967503
Analysis finished2024-03-03 16:22:22.288803
Duration1.32 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년월
Real number (ℝ)

Distinct8
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean202104.09
Minimum202101
Maximum202108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size830.0 B
2024-03-04T01:22:22.447732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum202101
5-th percentile202101
Q1202102.25
median202104
Q3202106
95-th percentile202107
Maximum202108
Range7
Interquartile range (IQR)3.75

Descriptive statistics

Standard deviation2.0587848
Coefficient of variation (CV)1.0186755 × 10-5
Kurtosis-1.2022243
Mean202104.09
Median Absolute Deviation (MAD)2
Skewness-0.031962267
Sum15764119
Variance4.2385947
MonotonicityIncreasing
2024-03-04T01:22:22.813971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
202103 13
16.7%
202101 12
15.4%
202106 12
15.4%
202105 11
14.1%
202107 11
14.1%
202104 10
12.8%
202102 8
10.3%
202108 1
 
1.3%
ValueCountFrequency (%)
202101 12
15.4%
202102 8
10.3%
202103 13
16.7%
202104 10
12.8%
202105 11
14.1%
202106 12
15.4%
202107 11
14.1%
202108 1
 
1.3%
ValueCountFrequency (%)
202108 1
 
1.3%
202107 11
14.1%
202106 12
15.4%
202105 11
14.1%
202104 10
12.8%
202103 13
16.7%
202102 8
10.3%
202101 12
15.4%

골프업종
Categorical

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size752.0 B
골프장
42 
골프시설
36 

Length

Max length4
Median length3
Mean length3.4615385
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row골프시설
2nd row골프시설
3rd row골프시설
4th row골프시설
5th row골프장

Common Values

ValueCountFrequency (%)
골프장 42
53.8%
골프시설 36
46.2%

Length

2024-03-04T01:22:23.222953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-04T01:22:23.548243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
골프장 42
53.8%
골프시설 36
46.2%

성별
Categorical

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size752.0 B
남성
43 
여성
35 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
남성 43
55.1%
여성 35
44.9%

Length

2024-03-04T01:22:23.809869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-04T01:22:23.975124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남성 43
55.1%
여성 35
44.9%

연령
Categorical

Distinct11
Distinct (%)14.1%
Missing0
Missing (%)0.0%
Memory size752.0 B
55~59세
11 
60~64세
11 
50~54세
9 
40~44세
7 
30~34세
7 
Other values (6)
33 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row35~39세
2nd row50~54세
3rd row55~59세
4th row60~64세
5th row20~24세

Common Values

ValueCountFrequency (%)
55~59세 11
14.1%
60~64세 11
14.1%
50~54세 9
11.5%
40~44세 7
9.0%
30~34세 7
9.0%
70세 이상 6
7.7%
65~69세 6
7.7%
25~29세 6
7.7%
35~39세 5
6.4%
20~24세 5
6.4%

Length

2024-03-04T01:22:24.149192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
55~59세 11
13.1%
60~64세 11
13.1%
50~54세 9
10.7%
40~44세 7
8.3%
30~34세 7
8.3%
70세 6
7.1%
이상 6
7.1%
65~69세 6
7.1%
25~29세 6
7.1%
35~39세 5
6.0%
Other values (2) 10
11.9%

소비 고객수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size752.0 B
***
78 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row ***
2nd row ***
3rd row ***
4th row ***
5th row ***

Common Values

ValueCountFrequency (%)
*** 78
100.0%

Length

2024-03-04T01:22:24.364924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-04T01:22:24.670317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
78
100.0%

소비 금액
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size752.0 B
***
78 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row ***
2nd row ***
3rd row ***
4th row ***
5th row ***

Common Values

ValueCountFrequency (%)
*** 78
100.0%

Length

2024-03-04T01:22:24.980048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-04T01:22:25.280361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
78
100.0%

소비 건수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size752.0 B
***
78 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row ***
2nd row ***
3rd row ***
4th row ***
5th row ***

Common Values

ValueCountFrequency (%)
*** 78
100.0%

Length

2024-03-04T01:22:25.600323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-04T01:22:25.851323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
78
100.0%

Interactions

2024-03-04T01:22:21.404517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-04T01:22:25.954961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년월골프업종성별연령
기준년월1.0000.0000.0000.000
골프업종0.0001.0000.4130.000
성별0.0000.4131.0000.239
연령0.0000.0000.2391.000
2024-03-04T01:22:26.110487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
성별골프업종연령
성별1.0000.2710.211
골프업종0.2711.0000.000
연령0.2110.0001.000
2024-03-04T01:22:26.261619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년월골프업종성별연령
기준년월1.0000.0000.0000.000
골프업종0.0001.0000.2710.000
성별0.0000.2711.0000.211
연령0.0000.0000.2111.000

Missing values

2024-03-04T01:22:21.756243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-04T01:22:22.142679image/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

기준년월골프업종성별연령소비 고객수소비 금액소비 건수
0202101골프시설남성35~39세*********
1202101골프시설남성50~54세*********
2202101골프시설남성55~59세*********
3202101골프시설남성60~64세*********
4202101골프장남성20~24세*********
5202101골프장남성40~44세*********
6202101골프장남성45~49세*********
7202101골프장남성70세 이상*********
8202101골프장여성35~39세*********
9202101골프장여성50~54세*********
기준년월골프업종성별연령소비 고객수소비 금액소비 건수
68202107골프시설남성60~64세*********
69202107골프시설여성45~49세*********
70202107골프시설여성65~69세*********
71202107골프장남성30~34세*********
72202107골프장남성40~44세*********
73202107골프장여성25~29세*********
74202107골프장여성50~54세*********
75202107골프장여성55~59세*********
76202107골프장여성60~64세*********
77202108골프시설남성30~34세*********