Overview

Dataset statistics

Number of variables6
Number of observations28
Missing cells5
Missing cells (%)3.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory54.7 B

Variable types

Numeric2
Text4

Dataset

Description경남도내 도단위 여성단체 현황이며, 2023년 6월말 기준으로 현행화된 자료입니다. 도단위 여성단체 28개 단체로 경상남도여성단체협의회 소속 13개 단체, 경남여성단체연합 소속 4개 단체, 그외 11개 단체가 있습니다.
URLhttps://www.data.go.kr/data/3083576/fileData.do

Alerts

전화번호 has 1 (3.6%) missing valuesMissing
팩스 has 4 (14.3%) missing valuesMissing
연번 has unique valuesUnique
단체명 has unique valuesUnique
주소 has unique valuesUnique

Reproduction

Analysis started2023-12-12 00:31:21.129770
Analysis finished2023-12-12 00:31:22.033256
Duration0.9 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.5
Minimum1
Maximum28
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-12-12T09:31:22.093303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.35
Q17.75
median14.5
Q321.25
95-th percentile26.65
Maximum28
Range27
Interquartile range (IQR)13.5

Descriptive statistics

Standard deviation8.2259751
Coefficient of variation (CV)0.56730863
Kurtosis-1.2
Mean14.5
Median Absolute Deviation (MAD)7
Skewness0
Sum406
Variance67.666667
MonotonicityStrictly increasing
2023-12-12T09:31:22.230610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
1 1
 
3.6%
16 1
 
3.6%
28 1
 
3.6%
27 1
 
3.6%
26 1
 
3.6%
25 1
 
3.6%
24 1
 
3.6%
23 1
 
3.6%
22 1
 
3.6%
21 1
 
3.6%
Other values (18) 18
64.3%
ValueCountFrequency (%)
1 1
3.6%
2 1
3.6%
3 1
3.6%
4 1
3.6%
5 1
3.6%
6 1
3.6%
7 1
3.6%
8 1
3.6%
9 1
3.6%
10 1
3.6%
ValueCountFrequency (%)
28 1
3.6%
27 1
3.6%
26 1
3.6%
25 1
3.6%
24 1
3.6%
23 1
3.6%
22 1
3.6%
21 1
3.6%
20 1
3.6%
19 1
3.6%

단체명
Text

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-12-12T09:31:22.451935image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length18.5
Mean length15.642857
Min length8

Characters and Unicode

Total characters438
Distinct characters103
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)100.0%

Sample

1st row경상남도여성단체협의회
2nd row고향을생각하는 주부들의 모임경남도지회
3rd row경남·울산재향군인회여성회
4th row한국생활개선경상남도연합회
5th row경상남도새마을부녀회
ValueCountFrequency (%)
경상남도지회 3
 
6.0%
경상남도지부 2
 
4.0%
경상남도여성단체협의회 1
 
2.0%
한국여성농업인경남연합회 1
 
2.0%
경남지사협의회 1
 
2.0%
경상남도여성지도자협의회 1
 
2.0%
경남ywca협의회(9단체의 1
 
2.0%
연대단체 1
 
2.0%
대한민국전몰군경 1
 
2.0%
미망인회경남지부 1
 
2.0%
Other values (37) 37
74.0%
2023-12-12T09:31:22.853901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
32
 
7.3%
27
 
6.2%
26
 
5.9%
26
 
5.9%
22
 
5.0%
) 16
 
3.7%
( 16
 
3.7%
15
 
3.4%
15
 
3.4%
14
 
3.2%
Other values (93) 229
52.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 373
85.2%
Space Separator 22
 
5.0%
Close Punctuation 16
 
3.7%
Open Punctuation 16
 
3.7%
Decimal Number 4
 
0.9%
Uppercase Letter 4
 
0.9%
Other Punctuation 2
 
0.5%
Math Symbol 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
32
 
8.6%
27
 
7.2%
26
 
7.0%
26
 
7.0%
15
 
4.0%
15
 
4.0%
14
 
3.8%
13
 
3.5%
12
 
3.2%
11
 
2.9%
Other values (81) 182
48.8%
Uppercase Letter
ValueCountFrequency (%)
Y 1
25.0%
W 1
25.0%
C 1
25.0%
A 1
25.0%
Decimal Number
ValueCountFrequency (%)
1 2
50.0%
9 1
25.0%
3 1
25.0%
Space Separator
ValueCountFrequency (%)
22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 16
100.0%
Open Punctuation
ValueCountFrequency (%)
( 16
100.0%
Other Punctuation
ValueCountFrequency (%)
· 2
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 373
85.2%
Common 61
 
13.9%
Latin 4
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
32
 
8.6%
27
 
7.2%
26
 
7.0%
26
 
7.0%
15
 
4.0%
15
 
4.0%
14
 
3.8%
13
 
3.5%
12
 
3.2%
11
 
2.9%
Other values (81) 182
48.8%
Common
ValueCountFrequency (%)
22
36.1%
) 16
26.2%
( 16
26.2%
1 2
 
3.3%
· 2
 
3.3%
9 1
 
1.6%
+ 1
 
1.6%
3 1
 
1.6%
Latin
ValueCountFrequency (%)
Y 1
25.0%
W 1
25.0%
C 1
25.0%
A 1
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 373
85.2%
ASCII 63
 
14.4%
None 2
 
0.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
32
 
8.6%
27
 
7.2%
26
 
7.0%
26
 
7.0%
15
 
4.0%
15
 
4.0%
14
 
3.8%
13
 
3.5%
12
 
3.2%
11
 
2.9%
Other values (81) 182
48.8%
ASCII
ValueCountFrequency (%)
22
34.9%
) 16
25.4%
( 16
25.4%
1 2
 
3.2%
Y 1
 
1.6%
W 1
 
1.6%
C 1
 
1.6%
A 1
 
1.6%
9 1
 
1.6%
+ 1
 
1.6%
None
ValueCountFrequency (%)
· 2
100.0%

주소
Text

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-12-12T09:31:23.088758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length43
Median length34
Mean length28.464286
Min length16

Characters and Unicode

Total characters797
Distinct characters123
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)100.0%

Sample

1st row창원시 의창구 용지로 240 도여성능력개발센터 323호
2nd row창원시 의창구 원이대로 627(신월동) 농협경남지역본부내
3rd row창원시 의창구 우곡로 217번길34(명서동)
4th row진주시 대신로 570(초전동) 경남농업기술원 내
5th row창원시 의창구 우곡로 217번길6(명서동) (8층)
ValueCountFrequency (%)
창원시 22
 
14.1%
의창구 9
 
5.8%
성산구 8
 
5.1%
마산회원구 4
 
2.6%
중앙대로 4
 
2.6%
마산합포구 4
 
2.6%
용지로 4
 
2.6%
창원 3
 
1.9%
2층 3
 
1.9%
원이대로 2
 
1.3%
Other values (84) 93
59.6%
2023-12-12T09:31:23.415641image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
130
 
16.3%
37
 
4.6%
32
 
4.0%
1 27
 
3.4%
26
 
3.3%
25
 
3.1%
25
 
3.1%
25
 
3.1%
2 22
 
2.8%
) 20
 
2.5%
Other values (113) 428
53.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 482
60.5%
Decimal Number 135
 
16.9%
Space Separator 130
 
16.3%
Close Punctuation 20
 
2.5%
Open Punctuation 20
 
2.5%
Other Punctuation 5
 
0.6%
Uppercase Letter 4
 
0.5%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
37
 
7.7%
32
 
6.6%
26
 
5.4%
25
 
5.2%
25
 
5.2%
25
 
5.2%
17
 
3.5%
11
 
2.3%
11
 
2.3%
10
 
2.1%
Other values (94) 263
54.6%
Decimal Number
ValueCountFrequency (%)
1 27
20.0%
2 22
16.3%
6 14
10.4%
0 14
10.4%
3 14
10.4%
5 13
9.6%
7 10
 
7.4%
8 8
 
5.9%
9 7
 
5.2%
4 6
 
4.4%
Other Punctuation
ValueCountFrequency (%)
, 3
60.0%
· 1
 
20.0%
@ 1
 
20.0%
Uppercase Letter
ValueCountFrequency (%)
O 2
50.0%
T 2
50.0%
Space Separator
ValueCountFrequency (%)
130
100.0%
Close Punctuation
ValueCountFrequency (%)
) 20
100.0%
Open Punctuation
ValueCountFrequency (%)
( 20
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 482
60.5%
Common 311
39.0%
Latin 4
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
37
 
7.7%
32
 
6.6%
26
 
5.4%
25
 
5.2%
25
 
5.2%
25
 
5.2%
17
 
3.5%
11
 
2.3%
11
 
2.3%
10
 
2.1%
Other values (94) 263
54.6%
Common
ValueCountFrequency (%)
130
41.8%
1 27
 
8.7%
2 22
 
7.1%
) 20
 
6.4%
( 20
 
6.4%
6 14
 
4.5%
0 14
 
4.5%
3 14
 
4.5%
5 13
 
4.2%
7 10
 
3.2%
Other values (7) 27
 
8.7%
Latin
ValueCountFrequency (%)
O 2
50.0%
T 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 482
60.5%
ASCII 314
39.4%
None 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
130
41.4%
1 27
 
8.6%
2 22
 
7.0%
) 20
 
6.4%
( 20
 
6.4%
6 14
 
4.5%
0 14
 
4.5%
3 14
 
4.5%
5 13
 
4.1%
7 10
 
3.2%
Other values (8) 30
 
9.6%
Hangul
ValueCountFrequency (%)
37
 
7.7%
32
 
6.6%
26
 
5.4%
25
 
5.2%
25
 
5.2%
25
 
5.2%
17
 
3.5%
11
 
2.3%
11
 
2.3%
10
 
2.1%
Other values (94) 263
54.6%
None
ValueCountFrequency (%)
· 1
100.0%

우편번호
Real number (ℝ)

Distinct21
Distinct (%)75.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51693.036
Minimum50901
Maximum57233
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-12-12T09:31:23.820658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum50901
5-th percentile51219.45
Q151388
median51435
Q351506.75
95-th percentile52605.75
Maximum57233
Range6332
Interquartile range (IQR)118.75

Descriptive statistics

Standard deviation1140.4599
Coefficient of variation (CV)0.022062157
Kurtosis22.51196
Mean51693.036
Median Absolute Deviation (MAD)62
Skewness4.6111637
Sum1447405
Variance1300648.7
MonotonicityNot monotonic
2023-12-12T09:31:24.008906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
51430 5
17.9%
51388 2
 
7.1%
51515 2
 
7.1%
51444 2
 
7.1%
51504 1
 
3.6%
51751 1
 
3.6%
51210 1
 
3.6%
51454 1
 
3.6%
51720 1
 
3.6%
51237 1
 
3.6%
Other values (11) 11
39.3%
ValueCountFrequency (%)
50901 1
 
3.6%
51210 1
 
3.6%
51237 1
 
3.6%
51289 1
 
3.6%
51334 1
 
3.6%
51339 1
 
3.6%
51388 2
 
7.1%
51430 5
17.9%
51434 1
 
3.6%
51436 1
 
3.6%
ValueCountFrequency (%)
57233 1
3.6%
53066 1
3.6%
51751 1
3.6%
51722 1
3.6%
51720 1
3.6%
51515 2
7.1%
51504 1
3.6%
51490 1
3.6%
51454 1
3.6%
51444 2
7.1%

전화번호
Text

MISSING 

Distinct27
Distinct (%)100.0%
Missing1
Missing (%)3.6%
Memory size356.0 B
2023-12-12T09:31:24.241113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters324
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

Unique27 ?
Unique (%)100.0%

Sample

1st row055-262-5221
2nd row055-268-1721
3rd row055-288-9091
4th row055-254-1853
5th row055-273-0668
ValueCountFrequency (%)
055-262-5221 1
 
3.7%
055-242-5043 1
 
3.7%
055-240-6227 1
 
3.7%
055-268-6846 1
 
3.7%
055-238-0389 1
 
3.7%
055-268-1675 1
 
3.7%
055-246-8240 1
 
3.7%
055-298-2740 1
 
3.7%
055-241-1349 1
 
3.7%
055-332-6000 1
 
3.7%
Other values (17) 17
63.0%
2023-12-12T09:31:24.576075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 62
19.1%
- 54
16.7%
2 49
15.1%
0 44
13.6%
6 25
7.7%
8 21
 
6.5%
3 21
 
6.5%
1 13
 
4.0%
7 13
 
4.0%
4 13
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 270
83.3%
Dash Punctuation 54
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 62
23.0%
2 49
18.1%
0 44
16.3%
6 25
9.3%
8 21
 
7.8%
3 21
 
7.8%
1 13
 
4.8%
7 13
 
4.8%
4 13
 
4.8%
9 9
 
3.3%
Dash Punctuation
ValueCountFrequency (%)
- 54
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 324
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 62
19.1%
- 54
16.7%
2 49
15.1%
0 44
13.6%
6 25
7.7%
8 21
 
6.5%
3 21
 
6.5%
1 13
 
4.0%
7 13
 
4.0%
4 13
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 324
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 62
19.1%
- 54
16.7%
2 49
15.1%
0 44
13.6%
6 25
7.7%
8 21
 
6.5%
3 21
 
6.5%
1 13
 
4.0%
7 13
 
4.0%
4 13
 
4.0%

팩스
Text

MISSING 

Distinct24
Distinct (%)100.0%
Missing4
Missing (%)14.3%
Memory size356.0 B
2023-12-12T09:31:24.859303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.083333
Min length12

Characters and Unicode

Total characters290
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

Unique24 ?
Unique (%)100.0%

Sample

1st row055-262-5251
2nd row055-268-1729
3rd row055-288-9089
4th row055-254-1859
5th row055-223-1811
ValueCountFrequency (%)
055-281-3950 1
 
4.2%
055-288-9089 1
 
4.2%
0303-3440-0361 1
 
4.2%
055-268-6847 1
 
4.2%
055-238-0390 1
 
4.2%
055-263-2334 1
 
4.2%
055-245-8240 1
 
4.2%
055-241-1348 1
 
4.2%
055-337-7373 1
 
4.2%
055-278-2781 1
 
4.2%
Other values (14) 14
58.3%
2023-12-12T09:31:25.239527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 57
19.7%
- 48
16.6%
0 38
13.1%
2 36
12.4%
8 22
 
7.6%
3 20
 
6.9%
4 17
 
5.9%
1 15
 
5.2%
6 14
 
4.8%
7 12
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 242
83.4%
Dash Punctuation 48
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 57
23.6%
0 38
15.7%
2 36
14.9%
8 22
 
9.1%
3 20
 
8.3%
4 17
 
7.0%
1 15
 
6.2%
6 14
 
5.8%
7 12
 
5.0%
9 11
 
4.5%
Dash Punctuation
ValueCountFrequency (%)
- 48
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 290
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 57
19.7%
- 48
16.6%
0 38
13.1%
2 36
12.4%
8 22
 
7.6%
3 20
 
6.9%
4 17
 
5.9%
1 15
 
5.2%
6 14
 
4.8%
7 12
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 290
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 57
19.7%
- 48
16.6%
0 38
13.1%
2 36
12.4%
8 22
 
7.6%
3 20
 
6.9%
4 17
 
5.9%
1 15
 
5.2%
6 14
 
4.8%
7 12
 
4.1%

Interactions

2023-12-12T09:31:21.592122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:31:21.420643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:31:21.668305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T09:31:21.510296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T09:31:25.347933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번단체명주소우편번호전화번호팩스
연번1.0001.0001.0000.0001.0001.000
단체명1.0001.0001.0001.0001.0001.000
주소1.0001.0001.0001.0001.0001.000
우편번호0.0001.0001.0001.0001.0001.000
전화번호1.0001.0001.0001.0001.0001.000
팩스1.0001.0001.0001.0001.0001.000
2023-12-12T09:31:25.450963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번우편번호
연번1.0000.088
우편번호0.0881.000

Missing values

2023-12-12T09:31:21.791614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T09:31:21.907789image/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.
2023-12-12T09:31:21.991615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

연번단체명주소우편번호전화번호팩스
01경상남도여성단체협의회창원시 의창구 용지로 240 도여성능력개발센터 323호51430055-262-5221055-262-5251
12고향을생각하는 주부들의 모임경남도지회창원시 의창구 원이대로 627(신월동) 농협경남지역본부내51444055-268-1721055-268-1729
23경남·울산재향군인회여성회창원시 의창구 우곡로 217번길34(명서동)51388055-288-9091055-288-9089
34한국생활개선경상남도연합회진주시 대신로 570(초전동) 경남농업기술원 내57233055-254-1853055-254-1859
45경상남도새마을부녀회창원시 의창구 우곡로 217번길6(명서동) (8층)51388055-273-0668<NA>
56(사)대한미용사회 경상남도지회창원시 마산회원구 내서읍 중리상곡로 136 상가동 2층 204호 (동신2차@)51289055-223-2011055-223-1811
67(사)소비자교육중앙회 경상남도지부창원시 마산합포구 합포북1길 9 신동방빌딩 4층51334055-242-8334055-224-1449
78한국부인회 경상남도지부창원시 성산구 중앙대로 111 평화오피스텔 909호51515055-286-8909055-244-8585
89(사)경상남도여약사회창원시 의창구 용지로 153번길3(용호동) 오피스프라자 808호51436055-287-7287055-287-7290
910(사)대한간호협회 경상남도간호사회창원시 성산구 중앙대로 263, 403호(오피스프라자)51430055-262-6006055-262-6098
연번단체명주소우편번호전화번호팩스
1819경상남도여성지도자협의회창원시 마산회원구 봉암공단14길 5 2층51339<NA><NA>
1920경남YWCA협의회(9단체의 연대단체)김해시 해반천로 168번길 10-16, 3층50901055-332-6000055-337-7373
2021대한민국전몰군경 미망인회경남지부창원시 의창구 창이대로 510 (용호동) 경남보훈회관 3층51430055-241-1349055-241-1348
2122(사)전문직여성한국연맹 창원지부창원시 마산회원구 내서읍 경남대로911, 잉카모텔51237055-298-2740<NA>
2223한국걸스카우트경남연맹창원 마산합포구 동서동로18 (신포동)롯데백화점OT 152351720055-246-8240055-245-8240
2324한국여성농업인경남연합회창원 의창구 원이대로 627 (신월동)농협경남지역본부내51444055-268-1675055-263-2334
2425새시대를여는 여성의 힘 경남여성연대창원시 성산구 창이대로 663번길5(사파동) 미남빌딩 지하 102호51454055-238-0389055-238-0390
2526(사)대한영양사협회 경상남도 영양사회창원시 성산구 중앙대로 111 (중앙동)평화OT 70951515055-268-6846055-268-6847
2627(사)한국여자의사회 경상남도지회창원시 마산회원구 3·15대로 727 미래메디컬51210055-240-6227<NA>
2728(사)대한조산협회 경남조산사회창원시 마산합포구 월영동서로 1 (해운동) 해동빌딩 5층51751055-255-3322055-252-3239