Overview

Dataset statistics

Number of variables7
Number of observations102
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.9 KiB
Average record size in memory59.3 B

Variable types

Text2
DateTime1
Categorical3
Numeric1

Dataset

Description경기도 의왕시 음식물쓰레기 다량배출사업장정보를 제공하는 데이터로 상호명, 신고일자, 소재지, 배출량 등의 정보를 제공합니다
URLhttps://www.data.go.kr/data/15100099/fileData.do

Alerts

업소객실수 has constant value ""Constant
관리기관명 has constant value ""Constant
상호명 has unique valuesUnique
소재지도로명주소 has unique valuesUnique

Reproduction

Analysis started2023-12-12 05:53:52.093684
Analysis finished2023-12-12 05:53:52.788382
Duration0.69 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

상호명
Text

UNIQUE 

Distinct102
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-12T14:53:53.015736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length21
Median length17
Mean length7.1176471
Min length2

Characters and Unicode

Total characters726
Distinct characters221
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique102 ?
Unique (%)100.0%

Sample

1st row명가누룽지백숙
2nd row칭메이
3rd row이든푸드
4th row고메이
5th row샛집
ValueCountFrequency (%)
의왕점 2
 
1.6%
주식회사 2
 
1.6%
청초수물회섭국(백운점 1
 
0.8%
우성고등학교 1
 
0.8%
왕곡초등학교 1
 
0.8%
고천중학교 1
 
0.8%
다사랑중앙병원 1
 
0.8%
모락초등학교 1
 
0.8%
의왕부곡초등학교 1
 
0.8%
갈뫼초등학교 1
 
0.8%
Other values (113) 113
90.4%
2023-12-12T14:53:53.518834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
학 27
 
3.7%
교 26
 
3.6%
23
 
3.2%
왕 20
 
2.8%
등 18
 
2.5%
의 17
 
2.3%
초 17
 
2.3%
운 14
 
1.9%
백 14
 
1.9%
점 12
 
1.7%
Other values (211) 538
74.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 666
91.7%
Space Separator 23
 
3.2%
Uppercase Letter 8
 
1.1%
Open Punctuation 7
 
1.0%
Close Punctuation 7
 
1.0%
Other Symbol 6
 
0.8%
Decimal Number 5
 
0.7%
Lowercase Letter 2
 
0.3%
Connector Punctuation 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 27
 
4.1%
교 26
 
3.9%
왕 20
 
3.0%
등 18
 
2.7%
의 17
 
2.6%
초 17
 
2.6%
운 14
 
2.1%
백 14
 
2.1%
점 12
 
1.8%
리 12
 
1.8%
Other values (197) 489
73.4%
Uppercase Letter
ValueCountFrequency (%)
I 3
37.5%
D 2
25.0%
C 2
25.0%
T 1
 
12.5%
Decimal Number
ValueCountFrequency (%)
2 4
80.0%
1 1
 
20.0%
Lowercase Letter
ValueCountFrequency (%)
k 1
50.0%
s 1
50.0%
Space Separator
ValueCountFrequency (%)
23
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 6
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 672
92.6%
Common 44
 
6.1%
Latin 10
 
1.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 27
 
4.0%
교 26
 
3.9%
왕 20
 
3.0%
등 18
 
2.7%
의 17
 
2.5%
초 17
 
2.5%
운 14
 
2.1%
백 14
 
2.1%
점 12
 
1.8%
리 12
 
1.8%
Other values (198) 495
73.7%
Common
ValueCountFrequency (%)
23
52.3%
( 7
 
15.9%
) 7
 
15.9%
2 4
 
9.1%
1 1
 
2.3%
_ 1
 
2.3%
& 1
 
2.3%
Latin
ValueCountFrequency (%)
I 3
30.0%
D 2
20.0%
C 2
20.0%
k 1
 
10.0%
s 1
 
10.0%
T 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 666
91.7%
ASCII 54
 
7.4%
None 6
 
0.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
학 27
 
4.1%
교 26
 
3.9%
왕 20
 
3.0%
등 18
 
2.7%
의 17
 
2.6%
초 17
 
2.6%
운 14
 
2.1%
백 14
 
2.1%
점 12
 
1.8%
리 12
 
1.8%
Other values (197) 489
73.4%
ASCII
ValueCountFrequency (%)
23
42.6%
( 7
 
13.0%
) 7
 
13.0%
2 4
 
7.4%
I 3
 
5.6%
D 2
 
3.7%
C 2
 
3.7%
k 1
 
1.9%
s 1
 
1.9%
1 1
 
1.9%
Other values (3) 3
 
5.6%
None
ValueCountFrequency (%)
㈜ 6
100.0%

신고일자
Date

Distinct82
Distinct (%)80.4%
Missing0
Missing (%)0.0%
Memory size948.0 B
Minimum1997-10-27 00:00:00
Maximum2023-03-06 00:00:00
2023-12-12T14:53:53.718750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:53:53.872606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

소재지도로명주소
Text

UNIQUE 

Distinct102
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
2023-12-12T14:53:54.239247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length26.5
Mean length18.921569
Min length11

Characters and Unicode

Total characters1930
Distinct characters144
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

Unique102 ?
Unique (%)100.0%

Sample

1st row경기도 의왕시 학현로 150
2nd row경기도 의왕시 안양판교로103
3rd row경기도 의왕시 오전공업길 19, 209,210호(대현테크노월드)
4th row경기도 의왕시 맑은내길 67
5th row경기도 의왕시 새터말아랫로 2-1
ValueCountFrequency (%)
의왕시 102
22.5%
경기도 100
22.1%
학현로 7
 
1.5%
경수대로 7
 
1.5%
내손동 7
 
1.5%
백운로 7
 
1.5%
1층 5
 
1.1%
능안길 5
 
1.1%
2층 5
 
1.1%
모락로 4
 
0.9%
Other values (167) 204
45.0%
2023-12-12T14:53:54.751614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
351
18.2%
왕 112
 
5.8%
경 108
 
5.6%
의 107
 
5.5%
1 107
 
5.5%
도 103
 
5.3%
시 103
 
5.3%
기 102
 
5.3%
로 70
 
3.6%
2 51
 
2.6%
Other values (134) 716
37.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1128
58.4%
Space Separator 351
 
18.2%
Decimal Number 347
 
18.0%
Other Punctuation 40
 
2.1%
Dash Punctuation 20
 
1.0%
Open Punctuation 18
 
0.9%
Close Punctuation 18
 
0.9%
Uppercase Letter 6
 
0.3%
Math Symbol 2
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
왕 112
 
9.9%
경 108
 
9.6%
의 107
 
9.5%
도 103
 
9.1%
시 103
 
9.1%
기 102
 
9.0%
로 70
 
6.2%
길 32
 
2.8%
동 23
 
2.0%
층 22
 
2.0%
Other values (114) 346
30.7%
Decimal Number
ValueCountFrequency (%)
1 107
30.8%
2 51
14.7%
3 33
 
9.5%
0 30
 
8.6%
7 27
 
7.8%
4 23
 
6.6%
5 22
 
6.3%
9 20
 
5.8%
6 19
 
5.5%
8 15
 
4.3%
Uppercase Letter
ValueCountFrequency (%)
B 3
50.0%
A 1
 
16.7%
L 1
 
16.7%
G 1
 
16.7%
Space Separator
ValueCountFrequency (%)
351
100.0%
Other Punctuation
ValueCountFrequency (%)
, 40
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 20
100.0%
Open Punctuation
ValueCountFrequency (%)
( 18
100.0%
Close Punctuation
ValueCountFrequency (%)
) 18
100.0%
Math Symbol
ValueCountFrequency (%)
~ 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1128
58.4%
Common 796
41.2%
Latin 6
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
왕 112
 
9.9%
경 108
 
9.6%
의 107
 
9.5%
도 103
 
9.1%
시 103
 
9.1%
기 102
 
9.0%
로 70
 
6.2%
길 32
 
2.8%
동 23
 
2.0%
층 22
 
2.0%
Other values (114) 346
30.7%
Common
ValueCountFrequency (%)
351
44.1%
1 107
 
13.4%
2 51
 
6.4%
, 40
 
5.0%
3 33
 
4.1%
0 30
 
3.8%
7 27
 
3.4%
4 23
 
2.9%
5 22
 
2.8%
9 20
 
2.5%
Other values (6) 92
 
11.6%
Latin
ValueCountFrequency (%)
B 3
50.0%
A 1
 
16.7%
L 1
 
16.7%
G 1
 
16.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1128
58.4%
ASCII 802
41.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
351
43.8%
1 107
 
13.3%
2 51
 
6.4%
, 40
 
5.0%
3 33
 
4.1%
0 30
 
3.7%
7 27
 
3.4%
4 23
 
2.9%
5 22
 
2.7%
9 20
 
2.5%
Other values (10) 98
 
12.2%
Hangul
ValueCountFrequency (%)
왕 112
 
9.9%
경 108
 
9.6%
의 107
 
9.5%
도 103
 
9.1%
시 103
 
9.1%
기 102
 
9.0%
로 70
 
6.2%
길 32
 
2.8%
동 23
 
2.0%
층 22
 
2.0%
Other values (114) 346
30.7%

업소구분
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
음식점
63 
집단급식소
39 

Length

Max length5
Median length3
Mean length3.7647059
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
음식점 63
61.8%
집단급식소 39
38.2%

Length

2023-12-12T14:53:54.945355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:53:55.103090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
음식점 63
61.8%
집단급식소 39
38.2%

업소객실수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
0
102 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 102
100.0%

Length

2023-12-12T14:53:55.241458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:53:55.360487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 102
100.0%

배출량
Real number (ℝ)

Distinct58
Distinct (%)56.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1645.9314
Minimum150
Maximum7530
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-12T14:53:55.473941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum150
5-th percentile361.5
Q1730
median1350
Q32037.5
95-th percentile4192.5
Maximum7530
Range7380
Interquartile range (IQR)1307.5

Descriptive statistics

Standard deviation1321.0968
Coefficient of variation (CV)0.80264394
Kurtosis4.2860373
Mean1645.9314
Median Absolute Deviation (MAD)650
Skewness1.85442
Sum167885
Variance1745296.9
MonotonicityNot monotonic
2023-12-12T14:53:55.635962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
600 9
 
8.8%
900 9
 
8.8%
1200 5
 
4.9%
1500 5
 
4.9%
1400 4
 
3.9%
450 4
 
3.9%
2700 4
 
3.9%
1650 3
 
2.9%
1050 2
 
2.0%
2000 2
 
2.0%
Other values (48) 55
53.9%
ValueCountFrequency (%)
150 2
 
2.0%
210 1
 
1.0%
300 2
 
2.0%
360 1
 
1.0%
390 1
 
1.0%
400 1
 
1.0%
450 4
3.9%
500 2
 
2.0%
600 9
8.8%
694 1
 
1.0%
ValueCountFrequency (%)
7530 1
1.0%
6000 1
1.0%
5560 1
1.0%
4370 1
1.0%
4300 1
1.0%
4200 1
1.0%
4050 1
1.0%
4000 1
1.0%
3800 1
1.0%
3600 1
1.0%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size948.0 B
경기도 의왕시청
102 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
경기도 의왕시청 102
100.0%

Length

2023-12-12T14:53:55.841851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:53:55.959780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
경기도 102
50.0%
의왕시청 102
50.0%

Interactions

2023-12-12T14:53:52.443182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:53:56.019413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
신고일자업소구분배출량
신고일자1.0000.7630.000
업소구분0.7631.0000.329
배출량0.0000.3291.000
2023-12-12T14:53:56.129701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
배출량업소구분
배출량1.0000.255
업소구분0.2551.000

Missing values

2023-12-12T14:53:52.596489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:53:52.731475image/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

상호명신고일자소재지도로명주소업소구분업소객실수배출량관리기관명
0명가누룽지백숙2020-06-01경기도 의왕시 학현로 150음식점0600경기도 의왕시청
1칭메이2018-01-26경기도 의왕시 안양판교로103음식점01500경기도 의왕시청
2이든푸드2021-10-26경기도 의왕시 오전공업길 19, 209,210호(대현테크노월드)음식점01400경기도 의왕시청
3고메이1997-10-27경기도 의왕시 맑은내길 67음식점01700경기도 의왕시청
4샛집2022-07-01경기도 의왕시 새터말아랫로 2-1음식점01650경기도 의왕시청
5정통 밥집2006-08-17경기도 의왕시 왕송못동로 207-13음식점07530경기도 의왕시청
6라붐까페2006-05-03경기도 의왕시 학현로 170-86음식점0900경기도 의왕시청
7도래샘2017-04-05경기도 의왕시 오매기백운산길 67음식점0900경기도 의왕시청
8해담쭈꾸미2006-08-17경기도 의왕시 오봉산길 28음식점0900경기도 의왕시청
9가나안 덕2009-06-11경기도 의왕시 학현로 170-13음식점01200경기도 의왕시청
상호명신고일자소재지도로명주소업소구분업소객실수배출량관리기관명
92오전초등학교1998-06-02경기도 의왕시 찬우물길 49 (오전동)집단급식소01450경기도 의왕시청
93모락고등학교2022-03-14경기도 의왕시 모락로 134집단급식소01825경기도 의왕시청
94㈜에스피씨지에프에스 코레일인재개발원2006-08-17경기도 의왕시 철도박물관로 157집단급식소01150경기도 의왕시청
95의왕소방서2020-05-29경기도 의왕시 오봉로 9(고천동)집단급식소0600경기도 의왕시청
96백운호수초등학교2021-03-11경기도 의왕시 백운중앙로 57(학의동)집단급식소01544경기도 의왕시청
97우리효요양병원2021-02-03경기도 의왕시 경수대로 361-9, 인현빌딩집단급식소03000경기도 의왕시청
98베스트푸드(삼영운수)2021-02-09경기도 의왕시 왕소나무길 29-15집단급식소0600경기도 의왕시청
99의왕정음학교2021-03-01경기도 의왕시 벌무로길 74집단급식소01540경기도 의왕시청
100㈜에버그린_비전푸드 에버그린2022-07-07경기도 의왕시 오봉산단1로 60, A동 7층집단급식소0500경기도 의왕시청
101의왕ICD제1터미널(명성에프엠씨)2023-01-01경기도 의왕시 창말로 39, 의왕제1터미널 1층집단급식소01200경기도 의왕시청