Overview

Dataset statistics

Number of variables3
Number of observations2534
Missing cells0
Missing cells (%)0.0%
Duplicate rows691
Duplicate rows (%)27.3%
Total size in memory66.9 KiB
Average record size in memory27.1 B

Variable types

Categorical2
Numeric1

Dataset

Description아임셀러 업체유형타입 정보에 대한 데이터를 제공합니다. 기준연도, 기준월, 업체번호 등에 대한 항목 데이터를 제공합니다.
Author(주)중소기업유통센터
URLhttps://www.data.go.kr/data/15067596/fileData.do

Alerts

기준연도 has constant value ""Constant
기준월 has constant value ""Constant
Dataset has 691 (27.3%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 22:44:41.207779
Analysis finished2023-12-12 22:44:41.468745
Duration0.26 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준연도
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size19.9 KiB
2020
2534 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
2020 2534
100.0%

Length

2023-12-13T07:44:41.815169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:44:41.916237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020 2534
100.0%

기준월
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size19.9 KiB
9
2534 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row9
2nd row9
3rd row9
4th row9
5th row9

Common Values

ValueCountFrequency (%)
9 2534
100.0%

Length

2023-12-13T07:44:42.025089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:44:42.126060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
9 2534
100.0%

업체번호
Real number (ℝ)

Distinct1424
Distinct (%)56.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1898.9692
Minimum1
Maximum5198
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size22.4 KiB
2023-12-13T07:44:42.230292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile220.65
Q11188.25
median1772
Q32579.75
95-th percentile4151.8
Maximum5198
Range5197
Interquartile range (IQR)1391.5

Descriptive statistics

Standard deviation1103.6439
Coefficient of variation (CV)0.5811805
Kurtosis0.2178919
Mean1898.9692
Median Absolute Deviation (MAD)688
Skewness0.62510548
Sum4811988
Variance1218029.8
MonotonicityNot monotonic
2023-12-13T07:44:42.374234image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2594 6
 
0.2%
1132 6
 
0.2%
2688 6
 
0.2%
1177 6
 
0.2%
721 6
 
0.2%
1980 6
 
0.2%
3074 6
 
0.2%
1829 5
 
0.2%
1879 5
 
0.2%
1214 5
 
0.2%
Other values (1414) 2477
97.8%
ValueCountFrequency (%)
1 1
< 0.1%
2 1
< 0.1%
4 1
< 0.1%
5 1
< 0.1%
8 1
< 0.1%
10 1
< 0.1%
13 1
< 0.1%
14 1
< 0.1%
15 1
< 0.1%
16 1
< 0.1%
ValueCountFrequency (%)
5198 1
 
< 0.1%
5173 1
 
< 0.1%
5160 1
 
< 0.1%
5134 2
0.1%
5125 1
 
< 0.1%
5095 1
 
< 0.1%
5083 1
 
< 0.1%
5057 1
 
< 0.1%
5049 3
0.1%
5034 3
0.1%

Interactions

2023-12-13T07:44:41.245523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-13T07:44:41.367074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:44:41.439205image/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

기준연도기준월업체번호
0202091
1202092
2202094
3202095
4202098
52020910
62020913
72020914
82020915
92020916
기준연도기준월업체번호
2524202092399
2525202092414
2526202092414
2527202092414
2528202092415
2529202092416
2530202092416
2531202092429
2532202092429
2533202092429

Duplicate rows

Most frequently occurring

기준연도기준월업체번호# duplicates
44202097216
1012020911326
1132020911776
3792020919806
5252020925946
5562020926886
6192020930746
1362020912135
1372020912145
1412020912265