Overview

Dataset statistics

Number of variables5
Number of observations30
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.3 KiB
Average record size in memory45.4 B

Variable types

Categorical4
Numeric1

Dataset

Description샘플 데이터
Author한국신용데이터
URLhttps://bigdata-region.kr/#/dataset/f22ef266-0f6f-4a9f-95d1-3527b32c63d8

Alerts

유형명 has constant value ""Constant
시도명 has constant value ""Constant
2019년동월대비카드매출금액비율 has unique valuesUnique

Reproduction

Analysis started2023-12-10 14:23:47.758968
Analysis finished2023-12-10 14:23:48.190643
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

유형명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
업종
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
업종 30
100.0%

Length

2023-12-10T23:23:48.283364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:23:48.369940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
업종 30
100.0%

년월
Categorical

Distinct11
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
2020-02
4 
2020-12
4 
2020-07
3 
2020-10
3 
2020-08
3 
Other values (6)
13 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique1 ?
Unique (%)3.3%

Sample

1st row2020-07
2nd row2020-02
3rd row2020-02
4th row2020-07
5th row2020-06

Common Values

ValueCountFrequency (%)
2020-02 4
13.3%
2020-12 4
13.3%
2020-07 3
10.0%
2020-10 3
10.0%
2020-08 3
10.0%
2020-03 3
10.0%
2020-01 3
10.0%
2020-06 2
6.7%
2020-09 2
6.7%
2020-11 2
6.7%

Length

2023-12-10T23:23:48.471151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2020-02 4
13.3%
2020-12 4
13.3%
2020-07 3
10.0%
2020-10 3
10.0%
2020-08 3
10.0%
2020-03 3
10.0%
2020-01 3
10.0%
2020-06 2
6.7%
2020-09 2
6.7%
2020-11 2
6.7%

업종명
Categorical

Distinct10
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
기타
6 
농업/임업/어업
5 
제조업
4 
서비스업
4 
정보통신업
3 
Other values (5)
8 

Length

Max length8
Median length5.5
Mean length4.2
Min length2

Unique

Unique2 ?
Unique (%)6.7%

Sample

1st row제조업
2nd row제조업
3rd row유통업
4th row기타
5th row외식업

Common Values

ValueCountFrequency (%)
기타 6
20.0%
농업/임업/어업 5
16.7%
제조업 4
13.3%
서비스업 4
13.3%
정보통신업 3
10.0%
유통업 2
 
6.7%
외식업 2
 
6.7%
금융/보험업 2
 
6.7%
건설업 1
 
3.3%
부동산업 1
 
3.3%

Length

2023-12-10T23:23:48.616530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:23:48.754201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기타 6
20.0%
농업/임업/어업 5
16.7%
제조업 4
13.3%
서비스업 4
13.3%
정보통신업 3
10.0%
유통업 2
 
6.7%
외식업 2
 
6.7%
금융/보험업 2
 
6.7%
건설업 1
 
3.3%
부동산업 1
 
3.3%

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
전국
30 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
전국 30
100.0%

Length

2023-12-10T23:23:48.892745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T23:23:49.001742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전국 30
100.0%

2019년동월대비카드매출금액비율
Real number (ℝ)

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean111.75683
Minimum70.3488
Maximum150.7171
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size402.0 B
2023-12-10T23:23:49.159286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum70.3488
5-th percentile78.683155
Q197.943975
median113.2654
Q3127.5604
95-th percentile141.73763
Maximum150.7171
Range80.3683
Interquartile range (IQR)29.616425

Descriptive statistics

Standard deviation20.371279
Coefficient of variation (CV)0.18228219
Kurtosis-0.57326648
Mean111.75683
Median Absolute Deviation (MAD)15.2337
Skewness-0.077800752
Sum3352.7048
Variance414.989
MonotonicityNot monotonic
2023-12-10T23:23:49.309251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
97.1482 1
 
3.3%
140.959 1
 
3.3%
90.357 1
 
3.3%
70.3488 1
 
3.3%
109.806 1
 
3.3%
131.2411 1
 
3.3%
112.0092 1
 
3.3%
102.1793 1
 
3.3%
150.7171 1
 
3.3%
117.2926 1
 
3.3%
Other values (20) 20
66.7%
ValueCountFrequency (%)
70.3488 1
3.3%
75.067 1
3.3%
83.1029 1
3.3%
89.3506 1
3.3%
90.357 1
3.3%
91.7389 1
3.3%
96.8882 1
3.3%
97.1482 1
3.3%
100.3313 1
3.3%
102.1793 1
3.3%
ValueCountFrequency (%)
150.7171 1
3.3%
142.3747 1
3.3%
140.959 1
3.3%
136.2885 1
3.3%
135.2606 1
3.3%
132.59 1
3.3%
131.2411 1
3.3%
127.6156 1
3.3%
127.3948 1
3.3%
118.7913 1
3.3%

Interactions

2023-12-10T23:23:47.871090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T23:23:49.426224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월업종명2019년동월대비카드매출금액비율
년월1.0000.0000.657
업종명0.0001.0000.806
2019년동월대비카드매출금액비율0.6570.8061.000
2023-12-10T23:23:49.540933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
년월업종명
년월1.0000.000
업종명0.0001.000
2023-12-10T23:23:49.623940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2019년동월대비카드매출금액비율년월업종명
2019년동월대비카드매출금액비율1.0000.3210.353
년월0.3211.0000.000
업종명0.3530.0001.000

Missing values

2023-12-10T23:23:48.021184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T23:23:48.137599image/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

유형명년월업종명시도명2019년동월대비카드매출금액비율
0업종2020-07제조업전국97.1482
1업종2020-02제조업전국115.482
2업종2020-02유통업전국132.59
3업종2020-07기타전국100.3313
4업종2020-06외식업전국118.5408
5업종2020-10건설업전국118.7913
6업종2020-08서비스업전국104.323
7업종2020-03기타전국114.6248
8업종2020-10서비스업전국102.4107
9업종2020-08농업/임업/어업전국127.3948
유형명년월업종명시도명2019년동월대비카드매출금액비율
20업종2020-02기타전국136.2885
21업종2020-01기타전국114.5216
22업종2020-12제조업전국117.2926
23업종2020-06농업/임업/어업전국150.7171
24업종2020-11제조업전국102.1793
25업종2020-02정보통신업전국112.0092
26업종2020-12농업/임업/어업전국131.2411
27업종2020-03서비스업전국109.806
28업종2020-03부동산업전국70.3488
29업종2020-08금융/보험업전국90.357