Overview

Dataset statistics

Number of variables4
Number of observations186
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.3 KiB
Average record size in memory34.7 B

Variable types

Categorical2
Text1
Numeric1

Dataset

Description전기전자제품및자동차의재활용시스템 내 폐전기전자제품의 회수의무이행결과 정보를 제공(의무이행 년도,업체명,승인일자,부과금액)
Author환경부
URLhttps://www.data.go.kr/data/15092320/fileData.do

Alerts

의무이행 년도 has constant value ""Constant
업체명 has unique valuesUnique
부과금액 has 66 (35.5%) zerosZeros

Reproduction

Analysis started2024-04-06 08:31:03.984445
Analysis finished2024-04-06 08:31:05.682735
Duration1.7 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

의무이행 년도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2022
186 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022
2nd row2022
3rd row2022
4th row2022
5th row2022

Common Values

ValueCountFrequency (%)
2022 186
100.0%

Length

2024-04-06T17:31:05.810375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-06T17:31:06.008415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022 186
100.0%

업체명
Text

UNIQUE 

Distinct186
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2024-04-06T17:31:06.369946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length17
Mean length8.6075269
Min length2

Characters and Unicode

Total characters1601
Distinct characters248
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique186 ?
Unique (%)100.0%

Sample

1st row운현전자
2nd row주식회사 태현유통 산격지점
3rd row(주)화진바이오코스메틱
4th row모아텍
5th row(주)엔에스쇼핑
ValueCountFrequency (%)
주식회사 19
 
8.9%
운현전자 1
 
0.5%
주)에어시스템 1
 
0.5%
주)디지털삼성 1
 
0.5%
문학전자(주 1
 
0.5%
주)케이지제로인 1
 
0.5%
주)삼성월드비투비 1
 
0.5%
주식회사코리아모바일 1
 
0.5%
삼성솔루션(주 1
 
0.5%
cj 1
 
0.5%
Other values (185) 185
86.9%
2024-04-06T17:31:07.632856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
주 172
 
10.7%
( 139
 
8.7%
) 139
 
8.7%
자 49
 
3.1%
사 39
 
2.4%
스 36
 
2.2%
회 35
 
2.2%
식 34
 
2.1%
이 34
 
2.1%
전 28
 
1.7%
Other values (238) 896
56.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1262
78.8%
Open Punctuation 139
 
8.7%
Close Punctuation 139
 
8.7%
Space Separator 27
 
1.7%
Uppercase Letter 17
 
1.1%
Lowercase Letter 14
 
0.9%
Decimal Number 1
 
0.1%
Other Punctuation 1
 
0.1%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 172
 
13.6%
자 49
 
3.9%
사 39
 
3.1%
스 36
 
2.9%
회 35
 
2.8%
식 34
 
2.7%
이 34
 
2.7%
전 28
 
2.2%
성 25
 
2.0%
라 23
 
1.8%
Other values (212) 787
62.4%
Uppercase Letter
ValueCountFrequency (%)
E 3
17.6%
K 2
11.8%
C 2
11.8%
S 2
11.8%
T 2
11.8%
L 1
 
5.9%
Y 1
 
5.9%
N 1
 
5.9%
O 1
 
5.9%
J 1
 
5.9%
Lowercase Letter
ValueCountFrequency (%)
e 4
28.6%
c 2
14.3%
n 2
14.3%
a 1
 
7.1%
r 1
 
7.1%
v 1
 
7.1%
o 1
 
7.1%
l 1
 
7.1%
y 1
 
7.1%
Open Punctuation
ValueCountFrequency (%)
( 139
100.0%
Close Punctuation
ValueCountFrequency (%)
) 139
100.0%
Space Separator
ValueCountFrequency (%)
27
100.0%
Decimal Number
ValueCountFrequency (%)
2 1
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1262
78.8%
Common 308
 
19.2%
Latin 31
 
1.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 172
 
13.6%
자 49
 
3.9%
사 39
 
3.1%
스 36
 
2.9%
회 35
 
2.8%
식 34
 
2.7%
이 34
 
2.7%
전 28
 
2.2%
성 25
 
2.0%
라 23
 
1.8%
Other values (212) 787
62.4%
Latin
ValueCountFrequency (%)
e 4
 
12.9%
E 3
 
9.7%
K 2
 
6.5%
C 2
 
6.5%
S 2
 
6.5%
c 2
 
6.5%
n 2
 
6.5%
T 2
 
6.5%
L 1
 
3.2%
Y 1
 
3.2%
Other values (10) 10
32.3%
Common
ValueCountFrequency (%)
( 139
45.1%
) 139
45.1%
27
 
8.8%
2 1
 
0.3%
& 1
 
0.3%
- 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1262
78.8%
ASCII 339
 
21.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
주 172
 
13.6%
자 49
 
3.9%
사 39
 
3.1%
스 36
 
2.9%
회 35
 
2.8%
식 34
 
2.7%
이 34
 
2.7%
전 28
 
2.2%
성 25
 
2.0%
라 23
 
1.8%
Other values (212) 787
62.4%
ASCII
ValueCountFrequency (%)
( 139
41.0%
) 139
41.0%
27
 
8.0%
e 4
 
1.2%
E 3
 
0.9%
K 2
 
0.6%
C 2
 
0.6%
S 2
 
0.6%
c 2
 
0.6%
n 2
 
0.6%
Other values (16) 17
 
5.0%

승인일
Categorical

Distinct24
Distinct (%)12.9%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
2023-07-25
26 
2023-07-19
24 
2023-06-28
21 
2023-07-28
21 
2023-07-07
17 
Other values (19)
77 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique9 ?
Unique (%)4.8%

Sample

1st row 2023-06-28
2nd row 2023-07-27
3rd row 2023-07-28
4th row 2023-07-07
5th row 2023-07-12

Common Values

ValueCountFrequency (%)
2023-07-25 26
14.0%
2023-07-19 24
12.9%
2023-06-28 21
11.3%
2023-07-28 21
11.3%
2023-07-07 17
9.1%
2023-07-27 17
9.1%
2023-07-04 12
6.5%
2023-07-20 11
5.9%
2023-07-12 10
 
5.4%
2023-07-17 7
 
3.8%
Other values (14) 20
10.8%

Length

2024-04-06T17:31:08.117023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
2023-07-25 26
14.0%
2023-07-19 24
12.9%
2023-06-28 21
11.3%
2023-07-28 21
11.3%
2023-07-07 17
9.1%
2023-07-27 17
9.1%
2023-07-04 12
6.5%
2023-07-20 11
5.9%
2023-07-12 10
 
5.4%
2023-07-17 7
 
3.8%
Other values (14) 20
10.8%

부과금액
Real number (ℝ)

ZEROS 

Distinct121
Distinct (%)65.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4209678.4
Minimum0
Maximum2.8694354 × 108
Zeros66
Zeros (%)35.5%
Negative0
Negative (%)0.0%
Memory size1.8 KiB
2024-04-06T17:31:08.395771image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median129820
Q31405415
95-th percentile20016390
Maximum2.8694354 × 108
Range2.8694354 × 108
Interquartile range (IQR)1405415

Descriptive statistics

Standard deviation22027885
Coefficient of variation (CV)5.2326764
Kurtosis148.73015
Mean4209678.4
Median Absolute Deviation (MAD)129820
Skewness11.676209
Sum7.8300018 × 108
Variance4.852277 × 1014
MonotonicityNot monotonic
2024-04-06T17:31:08.702493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 66
35.5%
971560 1
 
0.5%
4611440 1
 
0.5%
3028350 1
 
0.5%
355040 1
 
0.5%
18250 1
 
0.5%
4327830 1
 
0.5%
11250590 1
 
0.5%
24333980 1
 
0.5%
584080 1
 
0.5%
Other values (111) 111
59.7%
ValueCountFrequency (%)
0 66
35.5%
10060 1
 
0.5%
12610 1
 
0.5%
13340 1
 
0.5%
14100 1
 
0.5%
16830 1
 
0.5%
18250 1
 
0.5%
19760 1
 
0.5%
23410 1
 
0.5%
24780 1
 
0.5%
ValueCountFrequency (%)
286943540 1
0.5%
55959120 1
0.5%
38349360 1
0.5%
31737600 1
0.5%
24342220 1
0.5%
24333980 1
0.5%
23448040 1
0.5%
22031870 1
0.5%
21790220 1
0.5%
20712090 1
0.5%

Interactions

2024-04-06T17:31:05.200205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-06T17:31:08.896080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
승인일부과금액
승인일1.0000.526
부과금액0.5261.000
2024-04-06T17:31:09.127077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
부과금액승인일
부과금액1.0000.269
승인일0.2691.000

Missing values

2024-04-06T17:31:05.423263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-06T17:31:05.611591image/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

의무이행 년도업체명승인일부과금액
02022운현전자2023-06-280
12022주식회사 태현유통 산격지점2023-07-27558450
22022(주)화진바이오코스메틱2023-07-281553130
32022모아텍2023-07-0790790
42022(주)엔에스쇼핑2023-07-120
52022두손2023-07-2781090
62022금성전자판매(주)2023-06-280
72022(주)신영플러스2023-07-070
82022디지털프라자검단점(주)2023-07-2419760
92022(주)탑팰리스2023-07-120
의무이행 년도업체명승인일부과금액
1762022(주)재영전자2023-07-19259660
1772022(주)한음2023-07-111121120
1782022(주)레이스2023-07-07894090
1792022(주)협신상사2023-07-04343360
1802022(주)아이정보2023-07-2785340
1812022주식회사 차이난다2023-07-190
1822022(주)군포삼성프라자2023-07-2838340
1832022한화갤러리아(주)2023-08-2455959120
1842022한미기술산업(주)2023-07-255092260
1852022(주)한유넥스텔2023-07-25997340