Overview

Dataset statistics

Number of variables8
Number of observations24
Missing cells9
Missing cells (%)4.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 KiB
Average record size in memory69.5 B

Variable types

Text5
Categorical3

Dataset

Description부산광역시연제구정기간행물정보_20230719
Author부산광역시 연제구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15025192

Alerts

기관명 has constant value ""Constant
발행소 전화번호 has 9 (37.5%) missing valuesMissing
등록번호 has unique valuesUnique
제호 has unique valuesUnique
발행소 주소 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:57:35.973460
Analysis finished2023-12-10 16:57:36.857406
Duration0.88 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

등록번호
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-11T01:57:37.043354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length6
Mean length6
Min length6

Characters and Unicode

Total characters144
Distinct characters13
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st row바00006
2nd row사00003
3rd row라00031
4th row사00004
5th row라00030
ValueCountFrequency (%)
바00006 1
 
4.2%
사00003 1
 
4.2%
라00001 1
 
4.2%
가00001 1
 
4.2%
가00002 1
 
4.2%
바00001 1
 
4.2%
가00004 1
 
4.2%
바00002 1
 
4.2%
라00003 1
 
4.2%
다00002 1
 
4.2%
Other values (14) 14
58.3%
2023-12-11T01:57:37.580632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 90
62.5%
라 10
 
6.9%
1 10
 
6.9%
3 8
 
5.6%
바 6
 
4.2%
2 6
 
4.2%
사 4
 
2.8%
4 3
 
2.1%
가 3
 
2.1%
6 1
 
0.7%
Other values (3) 3
 
2.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 120
83.3%
Other Letter 24
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 90
75.0%
1 10
 
8.3%
3 8
 
6.7%
2 6
 
5.0%
4 3
 
2.5%
6 1
 
0.8%
9 1
 
0.8%
5 1
 
0.8%
Other Letter
ValueCountFrequency (%)
라 10
41.7%
바 6
25.0%
사 4
 
16.7%
가 3
 
12.5%
다 1
 
4.2%

Most occurring scripts

ValueCountFrequency (%)
Common 120
83.3%
Hangul 24
 
16.7%

Most frequent character per script

Common
ValueCountFrequency (%)
0 90
75.0%
1 10
 
8.3%
3 8
 
6.7%
2 6
 
5.0%
4 3
 
2.5%
6 1
 
0.8%
9 1
 
0.8%
5 1
 
0.8%
Hangul
ValueCountFrequency (%)
라 10
41.7%
바 6
25.0%
사 4
 
16.7%
가 3
 
12.5%
다 1
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 120
83.3%
Hangul 24
 
16.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 90
75.0%
1 10
 
8.3%
3 8
 
6.7%
2 6
 
5.0%
4 3
 
2.5%
6 1
 
0.8%
9 1
 
0.8%
5 1
 
0.8%
Hangul
ValueCountFrequency (%)
라 10
41.7%
바 6
25.0%
사 4
 
16.7%
가 3
 
12.5%
다 1
 
4.2%

제호
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-11T01:57:37.924055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length17
Mean length7.25
Min length4

Characters and Unicode

Total characters174
Distinct characters97
Distinct categories7 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st row부산차이나비즈니스포럼'흥'(興)
2nd row부산소설
3rd row부산인물
4th row부산대첩
5th row건강한미래교육원
ValueCountFrequency (%)
월간 2
 
5.4%
부산 2
 
5.4%
부산차이나비즈니스포럼'흥'(興 1
 
2.7%
부울경人 1
 
2.7%
장노년시대 1
 
2.7%
공감 1
 
2.7%
드림 1
 
2.7%
뉴라이프 1
 
2.7%
쿠폰 1
 
2.7%
tomorrow 1
 
2.7%
Other values (25) 25
67.6%
2023-12-11T01:57:38.481246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
13
 
7.5%
부 11
 
6.3%
산 10
 
5.7%
대 5
 
2.9%
o 4
 
2.3%
한 4
 
2.3%
인 3
 
1.7%
B 3
 
1.7%
r 3
 
1.7%
경 3
 
1.7%
Other values (87) 115
66.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 130
74.7%
Lowercase Letter 20
 
11.5%
Space Separator 13
 
7.5%
Uppercase Letter 5
 
2.9%
Open Punctuation 2
 
1.1%
Close Punctuation 2
 
1.1%
Other Punctuation 2
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
부 11
 
8.5%
산 10
 
7.7%
대 5
 
3.8%
한 4
 
3.1%
인 3
 
2.3%
경 3
 
2.3%
시 3
 
2.3%
이 3
 
2.3%
스 3
 
2.3%
교 2
 
1.5%
Other values (70) 83
63.8%
Lowercase Letter
ValueCountFrequency (%)
o 4
20.0%
r 3
15.0%
e 3
15.0%
t 3
15.0%
a 2
10.0%
m 1
 
5.0%
w 1
 
5.0%
n 1
 
5.0%
s 1
 
5.0%
u 1
 
5.0%
Uppercase Letter
ValueCountFrequency (%)
B 3
60.0%
D 1
 
20.0%
T 1
 
20.0%
Space Separator
ValueCountFrequency (%)
13
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Other Punctuation
ValueCountFrequency (%)
' 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 128
73.6%
Latin 25
 
14.4%
Common 19
 
10.9%
Han 2
 
1.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
부 11
 
8.6%
산 10
 
7.8%
대 5
 
3.9%
한 4
 
3.1%
인 3
 
2.3%
경 3
 
2.3%
시 3
 
2.3%
이 3
 
2.3%
스 3
 
2.3%
교 2
 
1.6%
Other values (68) 81
63.3%
Latin
ValueCountFrequency (%)
o 4
16.0%
B 3
12.0%
r 3
12.0%
e 3
12.0%
t 3
12.0%
a 2
8.0%
D 1
 
4.0%
T 1
 
4.0%
m 1
 
4.0%
w 1
 
4.0%
Other values (3) 3
12.0%
Common
ValueCountFrequency (%)
13
68.4%
( 2
 
10.5%
) 2
 
10.5%
' 2
 
10.5%
Han
ValueCountFrequency (%)
人 1
50.0%
興 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 128
73.6%
ASCII 44
 
25.3%
CJK 2
 
1.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
13
29.5%
o 4
 
9.1%
B 3
 
6.8%
r 3
 
6.8%
e 3
 
6.8%
t 3
 
6.8%
( 2
 
4.5%
a 2
 
4.5%
) 2
 
4.5%
' 2
 
4.5%
Other values (7) 7
15.9%
Hangul
ValueCountFrequency (%)
부 11
 
8.6%
산 10
 
7.8%
대 5
 
3.9%
한 4
 
3.1%
인 3
 
2.3%
경 3
 
2.3%
시 3
 
2.3%
이 3
 
2.3%
스 3
 
2.3%
교 2
 
1.6%
Other values (68) 81
63.3%
CJK
ValueCountFrequency (%)
人 1
50.0%
興 1
50.0%

기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size324.0 B
연제구
24 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
연제구 24
100.0%

Length

2023-12-11T01:57:38.676168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:57:38.828088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
연제구 24
100.0%

종별
Categorical

Distinct3
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size324.0 B
정보간행물
11 
잡지
8 
기타간행물
5 

Length

Max length5
Median length5
Mean length4
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row정보간행물
2nd row잡지
3rd row잡지
4th row정보간행물
5th row잡지

Common Values

ValueCountFrequency (%)
정보간행물 11
45.8%
잡지 8
33.3%
기타간행물 5
20.8%

Length

2023-12-11T01:57:38.999814image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:57:39.247883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정보간행물 11
45.8%
잡지 8
33.3%
기타간행물 5
20.8%

간별
Categorical

Distinct5
Distinct (%)20.8%
Missing0
Missing (%)0.0%
Memory size324.0 B
월간
10 
계간
6 
연2회간
4 
일간
3 
주간
 
1

Length

Max length4
Median length2
Mean length2.3333333
Min length2

Unique

Unique1 ?
Unique (%)4.2%

Sample

1st row계간
2nd row연2회간
3rd row월간
4th row연2회간
5th row월간

Common Values

ValueCountFrequency (%)
월간 10
41.7%
계간 6
25.0%
연2회간 4
 
16.7%
일간 3
 
12.5%
주간 1
 
4.2%

Length

2023-12-11T01:57:39.468920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:57:39.683342image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월간 10
41.7%
계간 6
25.0%
연2회간 4
 
16.7%
일간 3
 
12.5%
주간 1
 
4.2%

성격
Text

Distinct17
Distinct (%)70.8%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-11T01:57:39.948104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length5
Median length4.5
Mean length3.2916667
Min length2

Characters and Unicode

Total characters79
Distinct characters36
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)58.3%

Sample

1st row외국문화
2nd row문화
3rd row총류
4th row역사
5th row지역문화
ValueCountFrequency (%)
총류 5
20.8%
생활정보 3
12.5%
지역문화 2
 
8.3%
무역,금융 1
 
4.2%
외국문화 1
 
4.2%
문학 1
 
4.2%
불교 1
 
4.2%
복지,노인 1
 
4.2%
사회과학 1
 
4.2%
문화 1
 
4.2%
Other values (7) 7
29.2%
2023-12-11T01:57:40.560288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
지 7
 
8.9%
역 6
 
7.6%
문 6
 
7.6%
총 5
 
6.3%
화 5
 
6.3%
류 5
 
6.3%
생 3
 
3.8%
활 3
 
3.8%
정 3
 
3.8%
보 3
 
3.8%
Other values (26) 33
41.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 77
97.5%
Other Punctuation 2
 
2.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 7
 
9.1%
역 6
 
7.8%
문 6
 
7.8%
총 5
 
6.5%
화 5
 
6.5%
류 5
 
6.5%
생 3
 
3.9%
활 3
 
3.9%
정 3
 
3.9%
보 3
 
3.9%
Other values (25) 31
40.3%
Other Punctuation
ValueCountFrequency (%)
, 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 77
97.5%
Common 2
 
2.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 7
 
9.1%
역 6
 
7.8%
문 6
 
7.8%
총 5
 
6.5%
화 5
 
6.5%
류 5
 
6.5%
생 3
 
3.9%
활 3
 
3.9%
정 3
 
3.9%
보 3
 
3.9%
Other values (25) 31
40.3%
Common
ValueCountFrequency (%)
, 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 77
97.5%
ASCII 2
 
2.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
지 7
 
9.1%
역 6
 
7.8%
문 6
 
7.8%
총 5
 
6.5%
화 5
 
6.5%
류 5
 
6.5%
생 3
 
3.9%
활 3
 
3.9%
정 3
 
3.9%
보 3
 
3.9%
Other values (25) 31
40.3%
ASCII
ValueCountFrequency (%)
, 2
100.0%

발행소 주소
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2023-12-11T01:57:40.979212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length35
Mean length29.75
Min length23

Characters and Unicode

Total characters714
Distinct characters79
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st row부산 연제구 과정로 276, 2층(연산동, 부산은행)
2nd row부산 연제구 고분로 200, 104동 803호(연산동, 연산엘지아파트)
3rd row부산 연제구 월드컵대로145번길 32, 4층 (연산동, 석정빌딩)
4th row부산 연제구 중앙대로 1073, 4층 (연산동)
5th row부산 연제구 고분로 118, 5층 (연산동)
ValueCountFrequency (%)
연제구 24
 
16.9%
부산 15
 
10.6%
연산동 11
 
7.7%
부산광역시 9
 
6.3%
거제동 7
 
4.9%
중앙대로 4
 
2.8%
거제대로 4
 
2.8%
5층 3
 
2.1%
신촌로 2
 
1.4%
고분로 2
 
1.4%
Other values (59) 61
43.0%
2023-12-11T01:57:41.793442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
119
 
16.7%
산 41
 
5.7%
연 40
 
5.6%
제 40
 
5.6%
부 26
 
3.6%
로 26
 
3.6%
1 25
 
3.5%
2 25
 
3.5%
, 24
 
3.4%
구 24
 
3.4%
Other values (69) 324
45.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 402
56.3%
Space Separator 119
 
16.7%
Decimal Number 119
 
16.7%
Other Punctuation 24
 
3.4%
Open Punctuation 23
 
3.2%
Close Punctuation 23
 
3.2%
Dash Punctuation 4
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 41
 
10.2%
연 40
 
10.0%
제 40
 
10.0%
부 26
 
6.5%
로 26
 
6.5%
구 24
 
6.0%
동 24
 
6.0%
거 14
 
3.5%
대 13
 
3.2%
층 12
 
3.0%
Other values (54) 142
35.3%
Decimal Number
ValueCountFrequency (%)
1 25
21.0%
2 25
21.0%
0 15
12.6%
4 15
12.6%
5 10
 
8.4%
3 8
 
6.7%
8 7
 
5.9%
7 6
 
5.0%
6 5
 
4.2%
9 3
 
2.5%
Space Separator
ValueCountFrequency (%)
119
100.0%
Other Punctuation
ValueCountFrequency (%)
, 24
100.0%
Open Punctuation
ValueCountFrequency (%)
( 23
100.0%
Close Punctuation
ValueCountFrequency (%)
) 23
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 402
56.3%
Common 312
43.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 41
 
10.2%
연 40
 
10.0%
제 40
 
10.0%
부 26
 
6.5%
로 26
 
6.5%
구 24
 
6.0%
동 24
 
6.0%
거 14
 
3.5%
대 13
 
3.2%
층 12
 
3.0%
Other values (54) 142
35.3%
Common
ValueCountFrequency (%)
119
38.1%
1 25
 
8.0%
2 25
 
8.0%
, 24
 
7.7%
( 23
 
7.4%
) 23
 
7.4%
0 15
 
4.8%
4 15
 
4.8%
5 10
 
3.2%
3 8
 
2.6%
Other values (5) 25
 
8.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 402
56.3%
ASCII 312
43.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
119
38.1%
1 25
 
8.0%
2 25
 
8.0%
, 24
 
7.7%
( 23
 
7.4%
) 23
 
7.4%
0 15
 
4.8%
4 15
 
4.8%
5 10
 
3.2%
3 8
 
2.6%
Other values (5) 25
 
8.0%
Hangul
ValueCountFrequency (%)
산 41
 
10.2%
연 40
 
10.0%
제 40
 
10.0%
부 26
 
6.5%
로 26
 
6.5%
구 24
 
6.0%
동 24
 
6.0%
거 14
 
3.5%
대 13
 
3.2%
층 12
 
3.0%
Other values (54) 142
35.3%

발행소 전화번호
Text

MISSING 

Distinct14
Distinct (%)93.3%
Missing9
Missing (%)37.5%
Memory size324.0 B
2023-12-11T01:57:42.188805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters180
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)86.7%

Sample

1st row051-754-7410
2nd row051-923-1000
3rd row051-500-5150
4th row051-518-1590
5th row051-863-6500
ValueCountFrequency (%)
051-851-5512 2
13.3%
051-754-7410 1
 
6.7%
051-923-1000 1
 
6.7%
051-500-5150 1
 
6.7%
051-518-1590 1
 
6.7%
051-863-6500 1
 
6.7%
051-336-3112 1
 
6.7%
051-668-7902 1
 
6.7%
051-850-7037 1
 
6.7%
051-866-5811 1
 
6.7%
Other values (4) 4
26.7%
2023-12-11T01:57:42.715772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 35
19.4%
1 34
18.9%
0 32
17.8%
- 30
16.7%
8 9
 
5.0%
6 9
 
5.0%
2 8
 
4.4%
7 7
 
3.9%
3 7
 
3.9%
9 6
 
3.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 150
83.3%
Dash Punctuation 30
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 35
23.3%
1 34
22.7%
0 32
21.3%
8 9
 
6.0%
6 9
 
6.0%
2 8
 
5.3%
7 7
 
4.7%
3 7
 
4.7%
9 6
 
4.0%
4 3
 
2.0%
Dash Punctuation
ValueCountFrequency (%)
- 30
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 180
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 35
19.4%
1 34
18.9%
0 32
17.8%
- 30
16.7%
8 9
 
5.0%
6 9
 
5.0%
2 8
 
4.4%
7 7
 
3.9%
3 7
 
3.9%
9 6
 
3.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 180
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 35
19.4%
1 34
18.9%
0 32
17.8%
- 30
16.7%
8 9
 
5.0%
6 9
 
5.0%
2 8
 
4.4%
7 7
 
3.9%
3 7
 
3.9%
9 6
 
3.3%

Correlations

2023-12-11T01:57:42.897297image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
등록번호제호종별간별성격발행소 주소발행소 전화번호
등록번호1.0001.0001.0001.0001.0001.0001.000
제호1.0001.0001.0001.0001.0001.0001.000
종별1.0001.0001.0000.2550.7271.0000.798
간별1.0001.0000.2551.0000.0001.0001.000
성격1.0001.0000.7270.0001.0001.0000.900
발행소 주소1.0001.0001.0001.0001.0001.0001.000
발행소 전화번호1.0001.0000.7981.0000.9001.0001.000
2023-12-11T01:57:43.076672image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종별간별
종별1.0000.167
간별0.1671.000
2023-12-11T01:57:43.200058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종별간별
종별1.0000.167
간별0.1671.000

Missing values

2023-12-11T01:57:36.527544image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:57:36.771950image/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

등록번호제호기관명종별간별성격발행소 주소발행소 전화번호
0바00006부산차이나비즈니스포럼'흥'(興)연제구정보간행물계간외국문화부산 연제구 과정로 276, 2층(연산동, 부산은행)051-754-7410
1사00003부산소설연제구잡지연2회간문화부산 연제구 고분로 200, 104동 803호(연산동, 연산엘지아파트)<NA>
2라00031부산인물연제구잡지월간총류부산 연제구 월드컵대로145번길 32, 4층 (연산동, 석정빌딩)<NA>
3사00004부산대첩연제구정보간행물연2회간역사부산 연제구 중앙대로 1073, 4층 (연산동)051-923-1000
4라00030건강한미래교육원연제구잡지월간지역문화부산 연제구 고분로 118, 5층 (연산동)<NA>
5사00002극지와 사람연제구정보간행물연2회간과학일반부산 연제구 중앙대로 1217, 5층 (거제동, 국제문화센터)051-500-5150
6라00033로컬퍼스트연제구정보간행물월간총류부산 연제구 여고로 84-1, 3층(거제동)051-518-1590
7사00001신재생 에너지 알림이연제구잡지연2회간에너지부산 연제구 거제시장로22번길 67 (거제동)051-863-6500
8라00029한국인물연제구잡지월간출판잡지부산 연제구 거제대로 128 (거제동, 성원맨투로빌) 9층051-336-3112
9라00013블록체인 코리아연제구정보간행물월간무역,금융부산 연제구 신촌로 21, 5층 (연산동)051-851-5512
등록번호제호기관명종별간별성격발행소 주소발행소 전화번호
14라00010부산 장노년시대 공감연제구기타간행물월간사회과학부산 연제구 거제대로 215, 3,4층 (거제동, 오대빌딩)051-861-9595
15다00002드림 뉴라이프연제구정보간행물주간생활정보부산광역시 연제구 고분로248번길 20 (연산동)<NA>
16라00003월간 쿠폰연제구기타간행물월간생활정보부산광역시 연제구 과정로208번길 22 (연산동)<NA>
17바00002대한민국 대한뉴스연제구기타간행물계간생활정보부산광역시 연제구 거제대로 172 (거제동)<NA>
18가00004부산경륜연제구정보간행물일간총류부산 연제구 신금로5번길 19-1 (연산동)<NA>
19바00001경로문화연제구기타간행물계간복지,노인부산광역시 연제구 중앙대로1124번길 6 (연산동, 한국경로복지회관)<NA>
20가00002부산시대연제구정보간행물일간총류부산광역시 연제구 중앙대로1235번길 41 (거제동) 양지빌딩 2층051-795-2011
21가00001부산벼룩시장연제구정보간행물일간총류부산광역시 연제구 거제대로 286 (거제동)051-750-3611
22라00001불교타임즈연제구기타간행물월간불교부산광역시 연제구 과정로260번길 4 (연산동, 황정사)<NA>
23라00011월간 부산연제구잡지월간지역기타부산광역시 연제구 교대로 22번길 44-1(거제동)051-502-1402