Overview

Dataset statistics

Number of variables6
Number of observations243
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.5 KiB
Average record size in memory48.5 B

Variable types

Categorical4
Text2

Dataset

Description부산광역시해운대구_사업장폐기물배출자신고현황_20210601
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15060367

Alerts

시·도 has constant value ""Constant
시·군·구 has constant value ""Constant
폐기물구분 is highly imbalanced (96.1%)Imbalance
폐기물종류 is highly imbalanced (53.9%)Imbalance
업체명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:05:10.640463
Analysis finished2023-12-10 16:05:11.230743
Duration0.59 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시·도
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
부산광역시
243 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
부산광역시 243
100.0%

Length

2023-12-11T01:05:11.616703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:05:11.727495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 243
100.0%

시·군·구
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
해운대구
243 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
해운대구 243
100.0%

Length

2023-12-11T01:05:11.833709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:05:11.963301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
해운대구 243
100.0%

업체명
Text

UNIQUE 

Distinct243
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2023-12-11T01:05:12.109408image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length21
Mean length9.1604938
Min length3

Characters and Unicode

Total characters2226
Distinct characters315
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

Unique243 ?
Unique (%)100.0%

Sample

1st row㈜파라다이스호텔부산
2nd row㈜조선호텔앤리조트 부산
3rd row(주)이랜드파크 켄싱턴리조트 해운대
4th row(주)세이브존리베라
5th row오션타워 운영회의
ValueCountFrequency (%)
주식회사 6
 
2.0%
관리위원회 3
 
1.0%
해운대점 3
 
1.0%
부산 3
 
1.0%
정우빌딩 2
 
0.7%
운영위원회 2
 
0.7%
관리사무소 2
 
0.7%
㈜엘티알 2
 
0.7%
관리단 2
 
0.7%
대표회의 2
 
0.7%
Other values (271) 273
91.0%
2023-12-11T01:05:12.469501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
리 67
 
3.0%
대 60
 
2.7%
운 60
 
2.7%
교 59
 
2.7%
학 59
 
2.7%
57
 
2.6%
해 53
 
2.4%
㈜ 48
 
2.2%
스 46
 
2.1%
관 45
 
2.0%
Other values (305) 1672
75.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2047
92.0%
Space Separator 57
 
2.6%
Other Symbol 48
 
2.2%
Uppercase Letter 21
 
0.9%
Open Punctuation 16
 
0.7%
Close Punctuation 16
 
0.7%
Decimal Number 10
 
0.4%
Lowercase Letter 9
 
0.4%
Other Punctuation 1
 
< 0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 67
 
3.3%
대 60
 
2.9%
운 60
 
2.9%
교 59
 
2.9%
학 59
 
2.9%
해 53
 
2.6%
스 46
 
2.2%
관 45
 
2.2%
센 40
 
2.0%
회 40
 
2.0%
Other values (273) 1518
74.2%
Uppercase Letter
ValueCountFrequency (%)
S 3
14.3%
A 2
 
9.5%
C 2
 
9.5%
N 2
 
9.5%
H 2
 
9.5%
E 1
 
4.8%
K 1
 
4.8%
I 1
 
4.8%
L 1
 
4.8%
P 1
 
4.8%
Other values (5) 5
23.8%
Lowercase Letter
ValueCountFrequency (%)
e 3
33.3%
i 2
22.2%
b 1
 
11.1%
s 1
 
11.1%
h 1
 
11.1%
t 1
 
11.1%
Decimal Number
ValueCountFrequency (%)
2 4
40.0%
7 2
20.0%
1 2
20.0%
3 1
 
10.0%
6 1
 
10.0%
Space Separator
ValueCountFrequency (%)
57
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 48
100.0%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Other Punctuation
ValueCountFrequency (%)
/ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2095
94.1%
Common 101
 
4.5%
Latin 30
 
1.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 67
 
3.2%
대 60
 
2.9%
운 60
 
2.9%
교 59
 
2.8%
학 59
 
2.8%
해 53
 
2.5%
㈜ 48
 
2.3%
스 46
 
2.2%
관 45
 
2.1%
센 40
 
1.9%
Other values (274) 1558
74.4%
Latin
ValueCountFrequency (%)
S 3
 
10.0%
e 3
 
10.0%
A 2
 
6.7%
C 2
 
6.7%
N 2
 
6.7%
H 2
 
6.7%
i 2
 
6.7%
E 1
 
3.3%
K 1
 
3.3%
b 1
 
3.3%
Other values (11) 11
36.7%
Common
ValueCountFrequency (%)
57
56.4%
( 16
 
15.8%
) 16
 
15.8%
2 4
 
4.0%
7 2
 
2.0%
1 2
 
2.0%
3 1
 
1.0%
6 1
 
1.0%
/ 1
 
1.0%
- 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2047
92.0%
ASCII 131
 
5.9%
None 48
 
2.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
리 67
 
3.3%
대 60
 
2.9%
운 60
 
2.9%
교 59
 
2.9%
학 59
 
2.9%
해 53
 
2.6%
스 46
 
2.2%
관 45
 
2.2%
센 40
 
2.0%
회 40
 
2.0%
Other values (273) 1518
74.2%
ASCII
ValueCountFrequency (%)
57
43.5%
( 16
 
12.2%
) 16
 
12.2%
2 4
 
3.1%
S 3
 
2.3%
e 3
 
2.3%
A 2
 
1.5%
C 2
 
1.5%
N 2
 
1.5%
H 2
 
1.5%
Other values (21) 24
18.3%
None
ValueCountFrequency (%)
㈜ 48
100.0%

주소
Text

Distinct236
Distinct (%)97.1%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
2023-12-11T01:05:12.747702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length33
Mean length21.91358
Min length6

Characters and Unicode

Total characters5325
Distinct characters101
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

Unique232 ?
Unique (%)95.5%

Sample

1st row부산광역시 해운대구 해운대해변로 296(중동)
2nd row부산광역시 해운대구 동백로 67(우동)
3rd row부산광역시 해운대구 해운대해변로 243(우동)
4th row부산광역시 해운대구 구남로29번길 21(중동)
5th row부산광역시 해운대구 해운대해변로 203(우동)
ValueCountFrequency (%)
부산광역시 221
23.5%
해운대구 221
23.5%
해운대로 26
 
2.8%
해운대해변로 21
 
2.2%
좌동순환로 18
 
1.9%
센텀중앙로 10
 
1.1%
양운로 9
 
1.0%
수영강변대로 8
 
0.9%
센텀동로 7
 
0.7%
반여로 6
 
0.6%
Other values (300) 392
41.7%
2023-12-11T01:05:13.286061image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
700
 
13.1%
해 319
 
6.0%
대 307
 
5.8%
운 302
 
5.7%
시 233
 
4.4%
구 229
 
4.3%
로 229
 
4.3%
부 221
 
4.2%
광 221
 
4.2%
역 221
 
4.2%
Other values (91) 2343
44.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3487
65.5%
Decimal Number 806
 
15.1%
Space Separator 700
 
13.1%
Close Punctuation 142
 
2.7%
Open Punctuation 142
 
2.7%
Dash Punctuation 18
 
0.3%
Uppercase Letter 16
 
0.3%
Other Punctuation 13
 
0.2%
Lowercase Letter 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 319
 
9.1%
대 307
 
8.8%
운 302
 
8.7%
시 233
 
6.7%
구 229
 
6.6%
로 229
 
6.6%
부 221
 
6.3%
광 221
 
6.3%
역 221
 
6.3%
산 221
 
6.3%
Other values (71) 984
28.2%
Decimal Number
ValueCountFrequency (%)
1 138
17.1%
2 128
15.9%
3 80
9.9%
6 80
9.9%
7 75
9.3%
4 70
8.7%
5 70
8.7%
8 58
7.2%
9 57
7.1%
0 50
 
6.2%
Uppercase Letter
ValueCountFrequency (%)
C 4
25.0%
E 4
25.0%
P 4
25.0%
A 4
25.0%
Space Separator
ValueCountFrequency (%)
700
100.0%
Close Punctuation
ValueCountFrequency (%)
) 142
100.0%
Open Punctuation
ValueCountFrequency (%)
( 142
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Other Punctuation
ValueCountFrequency (%)
, 13
100.0%
Lowercase Letter
ValueCountFrequency (%)
s 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3487
65.5%
Common 1821
34.2%
Latin 17
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 319
 
9.1%
대 307
 
8.8%
운 302
 
8.7%
시 233
 
6.7%
구 229
 
6.6%
로 229
 
6.6%
부 221
 
6.3%
광 221
 
6.3%
역 221
 
6.3%
산 221
 
6.3%
Other values (71) 984
28.2%
Common
ValueCountFrequency (%)
700
38.4%
) 142
 
7.8%
( 142
 
7.8%
1 138
 
7.6%
2 128
 
7.0%
3 80
 
4.4%
6 80
 
4.4%
7 75
 
4.1%
4 70
 
3.8%
5 70
 
3.8%
Other values (5) 196
 
10.8%
Latin
ValueCountFrequency (%)
C 4
23.5%
E 4
23.5%
P 4
23.5%
A 4
23.5%
s 1
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3487
65.5%
ASCII 1838
34.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
700
38.1%
) 142
 
7.7%
( 142
 
7.7%
1 138
 
7.5%
2 128
 
7.0%
3 80
 
4.4%
6 80
 
4.4%
7 75
 
4.1%
4 70
 
3.8%
5 70
 
3.8%
Other values (10) 213
 
11.6%
Hangul
ValueCountFrequency (%)
해 319
 
9.1%
대 307
 
8.8%
운 302
 
8.7%
시 233
 
6.7%
구 229
 
6.6%
로 229
 
6.6%
부 221
 
6.3%
광 221
 
6.3%
역 221
 
6.3%
산 221
 
6.3%
Other values (71) 984
28.2%

폐기물구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
사업장생활계폐기물
242 
사업장배출시설계
 
1

Length

Max length9
Median length9
Mean length8.9958848
Min length8

Unique

Unique1 ?
Unique (%)0.4%

Sample

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

Common Values

ValueCountFrequency (%)
사업장생활계폐기물 242
99.6%
사업장배출시설계 1
 
0.4%

Length

2023-12-11T01:05:13.493382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:05:13.646352image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사업장생활계폐기물 242
99.6%
사업장배출시설계 1
 
0.4%

폐기물종류
Categorical

IMBALANCE 

Distinct13
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
그밖의폐기물 재활용품 음식물류폐기물
160 
그밖의폐기물 재활용품
40 
그밖의폐기물 음식물류폐기물
21 
일반폐기물
 
6
그밖의폐기물
 
6
Other values (8)
 
10

Length

Max length32
Median length19
Mean length16.534979
Min length4

Unique

Unique6 ?
Unique (%)2.5%

Sample

1st row그밖의폐기물 재활용품 음식물류폐기물
2nd row그밖의폐기물 재활용품 음식물류폐기물
3rd row그밖의폐기물 재활용품 음식물류폐기물
4th row그밖의폐기물 재활용품 음식물류폐기물
5th row그밖의폐기물 재활용품 음식물류폐기물

Common Values

ValueCountFrequency (%)
그밖의폐기물 재활용품 음식물류폐기물 160
65.8%
그밖의폐기물 재활용품 40
 
16.5%
그밖의폐기물 음식물류폐기물 21
 
8.6%
일반폐기물 6
 
2.5%
그밖의폐기물 6
 
2.5%
그밖의폐기물 재활용품 음식물류폐기물 폐발포합성수지 폐식용유 2
 
0.8%
음식물류폐기물 그밖의폐기물 2
 
0.8%
그밖의폐기물 폐합성수지류 폐목재류 1
 
0.4%
그밖의폐기물 재활용품 음식물류폐기물 폐섬유류 1
 
0.4%
음식물류 1
 
0.4%
Other values (3) 3
 
1.2%

Length

2023-12-11T01:05:13.815496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
그밖의폐기물 234
36.5%
재활용품 203
31.7%
음식물류폐기물 187
29.2%
일반폐기물 6
 
0.9%
폐발포합성수지 2
 
0.3%
폐식용유 2
 
0.3%
폐합성수지류 2
 
0.3%
폐목재류 1
 
0.2%
폐섬유류 1
 
0.2%
음식물류 1
 
0.2%
Other values (2) 2
 
0.3%

Correlations

2023-12-11T01:05:13.936189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
폐기물구분폐기물종류
폐기물구분1.0000.000
폐기물종류0.0001.000
2023-12-11T01:05:14.049934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
폐기물구분폐기물종류
폐기물구분1.0000.000
폐기물종류0.0001.000
2023-12-11T01:05:14.166394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
폐기물구분폐기물종류
폐기물구분1.0000.000
폐기물종류0.0001.000

Missing values

2023-12-11T01:05:11.063569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:05:11.186369image/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

시·도시·군·구업체명주소폐기물구분폐기물종류
0부산광역시해운대구㈜파라다이스호텔부산부산광역시 해운대구 해운대해변로 296(중동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
1부산광역시해운대구㈜조선호텔앤리조트 부산부산광역시 해운대구 동백로 67(우동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
2부산광역시해운대구(주)이랜드파크 켄싱턴리조트 해운대부산광역시 해운대구 해운대해변로 243(우동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
3부산광역시해운대구(주)세이브존리베라부산광역시 해운대구 구남로29번길 21(중동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
4부산광역시해운대구오션타워 운영회의부산광역시 해운대구 해운대해변로 203(우동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
5부산광역시해운대구삼성생명㈜ 해운대연수소부산광역시 해운대구 좌동순환로468번가길 5-11(중동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
6부산광역시해운대구㈜서원유통 탑마트 반여점부산광역시 해운대구 선수촌로 119(반여동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
7부산광역시해운대구㈜이마트부산광역시 해운대구 좌동순환로 511(중동 1767)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
8부산광역시해운대구홈플러스(주)해운대점부산광역시 해운대구 해운대해변로 140(우동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물 폐발포합성수지 폐식용유
9부산광역시해운대구송정호텔㈜파인프라자부산광역시 해운대구 송정해변로 28(송정동)사업장생활계폐기물그밖의폐기물 재활용품 음식물류폐기물
시·도시·군·구업체명주소폐기물구분폐기물종류
233부산광역시해운대구구남로를 사랑하는 모임구남로 36사업장생활계폐기물그밖의폐기물 음식물류폐기물 폐합성수지류
234부산광역시해운대구㈜호텔롯데시그니엘부산달맞이길 30사업장생활계폐기물그밖의폐기물
235부산광역시해운대구㈜푸드엔 물류센터선수촌로208번길 67사업장생활계폐기물그밖의폐기물 음식물류폐기물
236부산광역시해운대구해운대블루라인㈜청사포로 116사업장생활계폐기물음식물류폐기물 그밖의폐기물
237부산광역시해운대구㈜조선호텔앤리조트 그랜드조선 부산해운대해변로 292사업장생활계폐기물그밖의폐기물,음식물류폐기물
238부산광역시해운대구㈜비엘아이달맞이길62번길 38사업장생활계폐기물그밖의폐기물
239부산광역시해운대구해림초등학교해운대로469번길 42사업장생활계폐기물그밖의폐기물 음식물류폐기물
240부산광역시해운대구해운대경보이리스오션관리인중동1로19번길 24사업장생활계폐기물그밖의폐기물 음식물류폐기물
241부산광역시해운대구마리안느센트럴 주식회사해운대해변로 298번길 33사업장생활계폐기물그밖의폐기물 음식물류폐기물
242부산광역시해운대구베니키아해운대호텔마리안느해운대해변로 310사업장생활계폐기물그밖의폐기물 음식물류폐기물