Overview

Dataset statistics

Number of variables8
Number of observations151
Missing cells108
Missing cells (%)8.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.7 KiB
Average record size in memory65.9 B

Variable types

Numeric1
DateTime1
Categorical3
Text3

Dataset

Description인천광역시 동구에 위치하고 있는 의료기기판매 업소 현황 데이터로, 업종, 영업소명, 영업소 소재지, 영업소 전화번호 등 항목을 게시하였습니다.
URLhttps://www.data.go.kr/data/15047443/fileData.do

Alerts

품목 has constant value ""Constant
신고의구분 has constant value ""Constant
영업의구분 is highly imbalanced (75.9%)Imbalance
영업소전화번호 has 108 (71.5%) missing valuesMissing
순번 has unique valuesUnique
영업소명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 12:14:42.416562
Analysis finished2023-12-12 12:14:43.878509
Duration1.46 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct151
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean76
Minimum1
Maximum151
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2023-12-12T21:14:44.000603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile8.5
Q138.5
median76
Q3113.5
95-th percentile143.5
Maximum151
Range150
Interquartile range (IQR)75

Descriptive statistics

Standard deviation43.734045
Coefficient of variation (CV)0.57544796
Kurtosis-1.2
Mean76
Median Absolute Deviation (MAD)38
Skewness0
Sum11476
Variance1912.6667
MonotonicityStrictly increasing
2023-12-12T21:14:44.253788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.7%
105 1
 
0.7%
98 1
 
0.7%
99 1
 
0.7%
100 1
 
0.7%
101 1
 
0.7%
102 1
 
0.7%
103 1
 
0.7%
104 1
 
0.7%
106 1
 
0.7%
Other values (141) 141
93.4%
ValueCountFrequency (%)
1 1
0.7%
2 1
0.7%
3 1
0.7%
4 1
0.7%
5 1
0.7%
6 1
0.7%
7 1
0.7%
8 1
0.7%
9 1
0.7%
10 1
0.7%
ValueCountFrequency (%)
151 1
0.7%
150 1
0.7%
149 1
0.7%
148 1
0.7%
147 1
0.7%
146 1
0.7%
145 1
0.7%
144 1
0.7%
143 1
0.7%
142 1
0.7%

신고일자
Date

Distinct134
Distinct (%)88.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
Minimum1999-04-24 00:00:00
Maximum2023-05-26 00:00:00
2023-12-12T21:14:44.493030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T21:14:44.735924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

품목
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
의료기기
151 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
의료기기 151
100.0%

Length

2023-12-12T21:14:44.951700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:14:45.115904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
의료기기 151
100.0%

영업의구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
판매업
145 
판매(임대)업
 
6

Length

Max length7
Median length3
Mean length3.1589404
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
판매업 145
96.0%
판매(임대)업 6
 
4.0%

Length

2023-12-12T21:14:45.287996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:14:45.467438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
판매업 145
96.0%
판매(임대)업 6
 
4.0%

신고의구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
영업중
151 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
영업중 151
100.0%

Length

2023-12-12T21:14:45.621254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T21:14:45.749680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
영업중 151
100.0%

영업소명
Text

UNIQUE 

Distinct151
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-12T21:14:46.059721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length14
Mean length7.7218543
Min length2

Characters and Unicode

Total characters1166
Distinct characters262
Distinct categories9 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique151 ?
Unique (%)100.0%

Sample

1st row현대메디칼
2nd row트레이더스 홀세일클럽(송림점)
3rd row고은F&P
4th row지에스메디칼
5th row㈜한울메디칼
ValueCountFrequency (%)
주식회사 13
 
6.3%
세븐일레븐 7
 
3.4%
cu편의점 5
 
2.4%
gs25 5
 
2.4%
이마트24 2
 
1.0%
위더스메디테크 2
 
1.0%
인천중앙점 2
 
1.0%
인천의료원점 2
 
1.0%
지에스25나눔송림점 1
 
0.5%
gs25송현하늘점 1
 
0.5%
Other values (166) 166
80.6%
2023-12-12T21:14:46.648305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
55
 
4.7%
점 50
 
4.3%
이 36
 
3.1%
스 33
 
2.8%
디 29
 
2.5%
인 26
 
2.2%
주 25
 
2.1%
메 24
 
2.1%
( 20
 
1.7%
) 20
 
1.7%
Other values (252) 848
72.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 963
82.6%
Uppercase Letter 69
 
5.9%
Space Separator 55
 
4.7%
Decimal Number 26
 
2.2%
Open Punctuation 20
 
1.7%
Close Punctuation 20
 
1.7%
Lowercase Letter 9
 
0.8%
Other Punctuation 3
 
0.3%
Other Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 50
 
5.2%
이 36
 
3.7%
스 33
 
3.4%
디 29
 
3.0%
인 26
 
2.7%
주 25
 
2.6%
메 24
 
2.5%
송 19
 
2.0%
사 18
 
1.9%
세 16
 
1.7%
Other values (218) 687
71.3%
Uppercase Letter
ValueCountFrequency (%)
S 12
17.4%
G 11
15.9%
C 8
11.6%
U 7
10.1%
A 4
 
5.8%
P 3
 
4.3%
T 3
 
4.3%
O 3
 
4.3%
B 2
 
2.9%
D 2
 
2.9%
Other values (9) 14
20.3%
Lowercase Letter
ValueCountFrequency (%)
e 2
22.2%
i 2
22.2%
t 1
11.1%
f 1
11.1%
o 1
11.1%
n 1
11.1%
h 1
11.1%
Decimal Number
ValueCountFrequency (%)
2 13
50.0%
5 10
38.5%
4 3
 
11.5%
Space Separator
ValueCountFrequency (%)
55
100.0%
Open Punctuation
ValueCountFrequency (%)
( 20
100.0%
Close Punctuation
ValueCountFrequency (%)
) 20
100.0%
Other Punctuation
ValueCountFrequency (%)
& 3
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 964
82.7%
Common 124
 
10.6%
Latin 78
 
6.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 50
 
5.2%
이 36
 
3.7%
스 33
 
3.4%
디 29
 
3.0%
인 26
 
2.7%
주 25
 
2.6%
메 24
 
2.5%
송 19
 
2.0%
사 18
 
1.9%
세 16
 
1.7%
Other values (219) 688
71.4%
Latin
ValueCountFrequency (%)
S 12
15.4%
G 11
14.1%
C 8
 
10.3%
U 7
 
9.0%
A 4
 
5.1%
P 3
 
3.8%
T 3
 
3.8%
O 3
 
3.8%
e 2
 
2.6%
B 2
 
2.6%
Other values (16) 23
29.5%
Common
ValueCountFrequency (%)
55
44.4%
( 20
 
16.1%
) 20
 
16.1%
2 13
 
10.5%
5 10
 
8.1%
4 3
 
2.4%
& 3
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 963
82.6%
ASCII 202
 
17.3%
None 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
55
27.2%
( 20
 
9.9%
) 20
 
9.9%
2 13
 
6.4%
S 12
 
5.9%
G 11
 
5.4%
5 10
 
5.0%
C 8
 
4.0%
U 7
 
3.5%
A 4
 
2.0%
Other values (23) 42
20.8%
Hangul
ValueCountFrequency (%)
점 50
 
5.2%
이 36
 
3.7%
스 33
 
3.4%
디 29
 
3.0%
인 26
 
2.7%
주 25
 
2.6%
메 24
 
2.5%
송 19
 
2.0%
사 18
 
1.9%
세 16
 
1.7%
Other values (218) 687
71.3%
None
ValueCountFrequency (%)
㈜ 1
100.0%

영업소소재지(도로명)
Text

Distinct147
Distinct (%)97.4%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
2023-12-12T21:14:46.960795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length60
Median length49
Mean length38.470199
Min length21

Characters and Unicode

Total characters5809
Distinct characters145
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

Unique143 ?
Unique (%)94.7%

Sample

1st row인천광역시 동구 방축로37번길 30, 39동 2층 212호 (송현동, 산업유통센터)
2nd row인천광역시 동구 봉수대로 82 (송림동)
3rd row인천광역시 동구 방축로37번길 30, 8동 2층 232호 (송현동, 산업유통센터)
4th row인천광역시 동구 방축로37번길 30, 38동 331호 (송현동, 인천산업용품유통단지)
5th row인천광역시 동구 방축로23번길 42-12, 1층 (송현동)
ValueCountFrequency (%)
인천광역시 151
 
13.4%
동구 151
 
13.4%
송림동 83
 
7.4%
인천산업용품유통단지 62
 
5.5%
송현동 47
 
4.2%
1층 36
 
3.2%
방축로83번길 33
 
2.9%
23 33
 
2.9%
방축로37번길 25
 
2.2%
30 23
 
2.0%
Other values (264) 482
42.8%
2023-12-12T21:14:47.512928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
975
 
16.8%
동 399
 
6.9%
3 232
 
4.0%
인 225
 
3.9%
천 223
 
3.8%
1 211
 
3.6%
2 187
 
3.2%
, 172
 
3.0%
송 164
 
2.8%
시 158
 
2.7%
Other values (135) 2863
49.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3312
57.0%
Decimal Number 1021
 
17.6%
Space Separator 975
 
16.8%
Other Punctuation 172
 
3.0%
Close Punctuation 150
 
2.6%
Open Punctuation 150
 
2.6%
Dash Punctuation 17
 
0.3%
Uppercase Letter 9
 
0.2%
Lowercase Letter 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 399
 
12.0%
인 225
 
6.8%
천 223
 
6.7%
송 164
 
5.0%
시 158
 
4.8%
역 157
 
4.7%
광 153
 
4.6%
로 151
 
4.6%
구 151
 
4.6%
림 106
 
3.2%
Other values (113) 1425
43.0%
Decimal Number
ValueCountFrequency (%)
3 232
22.7%
1 211
20.7%
2 187
18.3%
0 119
11.7%
5 57
 
5.6%
7 57
 
5.6%
8 51
 
5.0%
4 42
 
4.1%
6 34
 
3.3%
9 31
 
3.0%
Uppercase Letter
ValueCountFrequency (%)
C 4
44.4%
B 3
33.3%
J 1
 
11.1%
A 1
 
11.1%
Lowercase Letter
ValueCountFrequency (%)
b 1
33.3%
k 1
33.3%
s 1
33.3%
Space Separator
ValueCountFrequency (%)
975
100.0%
Other Punctuation
ValueCountFrequency (%)
, 172
100.0%
Close Punctuation
ValueCountFrequency (%)
) 150
100.0%
Open Punctuation
ValueCountFrequency (%)
( 150
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 17
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3312
57.0%
Common 2485
42.8%
Latin 12
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 399
 
12.0%
인 225
 
6.8%
천 223
 
6.7%
송 164
 
5.0%
시 158
 
4.8%
역 157
 
4.7%
광 153
 
4.6%
로 151
 
4.6%
구 151
 
4.6%
림 106
 
3.2%
Other values (113) 1425
43.0%
Common
ValueCountFrequency (%)
975
39.2%
3 232
 
9.3%
1 211
 
8.5%
2 187
 
7.5%
, 172
 
6.9%
) 150
 
6.0%
( 150
 
6.0%
0 119
 
4.8%
5 57
 
2.3%
7 57
 
2.3%
Other values (5) 175
 
7.0%
Latin
ValueCountFrequency (%)
C 4
33.3%
B 3
25.0%
b 1
 
8.3%
k 1
 
8.3%
J 1
 
8.3%
s 1
 
8.3%
A 1
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3312
57.0%
ASCII 2497
43.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
975
39.0%
3 232
 
9.3%
1 211
 
8.5%
2 187
 
7.5%
, 172
 
6.9%
) 150
 
6.0%
( 150
 
6.0%
0 119
 
4.8%
5 57
 
2.3%
7 57
 
2.3%
Other values (12) 187
 
7.5%
Hangul
ValueCountFrequency (%)
동 399
 
12.0%
인 225
 
6.8%
천 223
 
6.7%
송 164
 
5.0%
시 158
 
4.8%
역 157
 
4.7%
광 153
 
4.6%
로 151
 
4.6%
구 151
 
4.6%
림 106
 
3.2%
Other values (113) 1425
43.0%

영업소전화번호
Text

MISSING 

Distinct43
Distinct (%)100.0%
Missing108
Missing (%)71.5%
Memory size1.3 KiB
2023-12-12T21:14:47.824205image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12
Min length9

Characters and Unicode

Total characters516
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

Unique43 ?
Unique (%)100.0%

Sample

1st row032-588-1109
2nd row032-722-1055
3rd row032-589-1822
4th row032-772-8600
5th row032-761-8722
ValueCountFrequency (%)
032-588-1109 1
 
2.3%
032-263-2532 1
 
2.3%
032-866-3701 1
 
2.3%
032-203-8722 1
 
2.3%
032-589-5944 1
 
2.3%
032-282-0110 1
 
2.3%
032-576-8871 1
 
2.3%
032-763-5455 1
 
2.3%
032-589-4460 1
 
2.3%
032-589-1519 1
 
2.3%
Other values (33) 33
76.7%
2023-12-12T21:14:48.367616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 85
16.5%
0 84
16.3%
2 67
13.0%
3 65
12.6%
5 43
8.3%
7 43
8.3%
8 36
7.0%
6 33
 
6.4%
1 24
 
4.7%
4 19
 
3.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 431
83.5%
Dash Punctuation 85
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 84
19.5%
2 67
15.5%
3 65
15.1%
5 43
10.0%
7 43
10.0%
8 36
8.4%
6 33
 
7.7%
1 24
 
5.6%
4 19
 
4.4%
9 17
 
3.9%
Dash Punctuation
ValueCountFrequency (%)
- 85
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 516
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 85
16.5%
0 84
16.3%
2 67
13.0%
3 65
12.6%
5 43
8.3%
7 43
8.3%
8 36
7.0%
6 33
 
6.4%
1 24
 
4.7%
4 19
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 516
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 85
16.5%
0 84
16.3%
2 67
13.0%
3 65
12.6%
5 43
8.3%
7 43
8.3%
8 36
7.0%
6 33
 
6.4%
1 24
 
4.7%
4 19
 
3.7%

Interactions

2023-12-12T21:14:42.828007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T21:14:48.508526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번영업의구분영업소전화번호
순번1.0000.2591.000
영업의구분0.2591.000NaN
영업소전화번호1.000NaN1.000
2023-12-12T21:14:48.626958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번영업의구분
순번1.0000.194
영업의구분0.1941.000

Missing values

2023-12-12T21:14:43.468139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T21:14:43.707393image/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

순번신고일자품목영업의구분신고의구분영업소명영업소소재지(도로명)영업소전화번호
011999-04-24의료기기판매업영업중현대메디칼인천광역시 동구 방축로37번길 30, 39동 2층 212호 (송현동, 산업유통센터)032-588-1109
122000-07-15의료기기판매업영업중트레이더스 홀세일클럽(송림점)인천광역시 동구 봉수대로 82 (송림동)032-722-1055
232002-02-01의료기기판매업영업중고은F&P인천광역시 동구 방축로37번길 30, 8동 2층 232호 (송현동, 산업유통센터)032-589-1822
342006-01-26의료기기판매업영업중지에스메디칼인천광역시 동구 방축로37번길 30, 38동 331호 (송현동, 인천산업용품유통단지)032-772-8600
452006-09-06의료기기판매업영업중㈜한울메디칼인천광역시 동구 방축로23번길 42-12, 1층 (송현동)032-761-8722
562007-06-04의료기기판매업영업중엘텍메디칼인천광역시 동구 방축로 105, 인천산업용품유통단지 19동 211호 (송림동)<NA>
672007-12-31의료기기판매업영업중판다메디칼인천광역시 동구 방축로83번길 23, 24동 3층 326호 (송림동, 산업용품유통센터)<NA>
782008-06-30의료기기판매업영업중인천재가노인복지센터인천광역시 동구 송림로 138, 6층 (송림동)<NA>
892009-01-29의료기기판매업영업중지앤피코리아인천광역시 동구 화도로 43, 1층 (화수동)<NA>
9102009-10-27의료기기판매업영업중정엔터프라이즈인천광역시 동구 화도로 29, 2층 (화수동)032-762-0331
순번신고일자품목영업의구분신고의구분영업소명영업소소재지(도로명)영업소전화번호
1411422022-12-28의료기기판매업영업중GS25편의점(송현삼두점)인천광역시 동구 수문통로 35, 삼두아파트 상가 1층 (송현동)<NA>
1421432023-01-05의료기기판매업영업중오성홀딩스 주식회사인천광역시 동구 방축로83번길 23, 인천산업용품유통단지 16동 131호 (송림동)<NA>
1431442023-02-06의료기기판매업영업중에이치 코퍼레이션인천광역시 동구 방축로 105, 인천산업용품유통단지 19동 3층 317호 (송림동)<NA>
1441452023-02-06의료기기판매업영업중와이엠 메디컬인천광역시 동구 방축로37번길 30, 인천산업용품유통단지 3동 208호 (송현동)<NA>
1451462023-03-24의료기기판매업영업중에이치메디칼인천광역시 동구 송향로 31, 101동 403호 (송림동, 송림휴먼시아1단지)<NA>
1461472023-04-12의료기기판매업영업중주식회사 알티솔루션코리아인천광역시 동구 방축로83번길 23, 인천산업용품유통단지 29동 231호 (송림동)<NA>
1471482023-04-20의료기기판매업영업중아이블씨인천광역시 동구 화도진로 16, 105동 702호 (송림동, 동인천역 파크푸르지오)<NA>
1481492023-05-10의료기기판매업영업중주식회사 컬러포인천광역시 동구 송림로 73-1, 2층 202호 (송림동)<NA>
1491502023-05-22의료기기판매업영업중두리인천광역시 동구 송림로 50, 1동 103호 (송림동, 삼익아파트)<NA>
1501512023-05-26의료기기판매업영업중영비세이프티인천광역시 동구 방축로 70, 103호 (송림동)<NA>