Overview

Dataset statistics

Number of variables4
Number of observations473
Missing cells269
Missing cells (%)14.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.4 KiB
Average record size in memory33.3 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시 수영구 의료기기판매업소 현황 데이터로 의료기기판매업소 영업소명, 영업소 소재지 주소, 영업소 전화번호 정보를 제공하고 있습니다.
URLhttps://www.data.go.kr/data/3072177/fileData.do

Alerts

영업소전화번호 has 269 (56.9%) missing valuesMissing
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-12 10:10:07.453500
Analysis finished2023-12-12 10:10:08.172603
Duration0.72 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

UNIQUE 

Distinct473
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean237
Minimum1
Maximum473
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T19:10:08.251445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile24.6
Q1119
median237
Q3355
95-th percentile449.4
Maximum473
Range472
Interquartile range (IQR)236

Descriptive statistics

Standard deviation136.6876
Coefficient of variation (CV)0.57674093
Kurtosis-1.2
Mean237
Median Absolute Deviation (MAD)118
Skewness0
Sum112101
Variance18683.5
MonotonicityStrictly increasing
2023-12-12T19:10:08.431659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
312 1
 
0.2%
324 1
 
0.2%
323 1
 
0.2%
322 1
 
0.2%
321 1
 
0.2%
320 1
 
0.2%
319 1
 
0.2%
318 1
 
0.2%
317 1
 
0.2%
Other values (463) 463
97.9%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
473 1
0.2%
472 1
0.2%
471 1
0.2%
470 1
0.2%
469 1
0.2%
468 1
0.2%
467 1
0.2%
466 1
0.2%
465 1
0.2%
464 1
0.2%

영업소명
Text

Distinct471
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
2023-12-12T19:10:08.851826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length18
Mean length8.1247357
Min length1

Characters and Unicode

Total characters3843
Distinct characters395
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

Unique469 ?
Unique (%)99.2%

Sample

1st row주식회사 숨앤케어
2nd row에스투메디
3rd row맥섬석의료기 광안점
4th row메디코니
5th row(주)은빈개발
ValueCountFrequency (%)
지에스(gs)25 38
 
5.5%
주식회사 32
 
4.7%
씨유 28
 
4.1%
세븐일레븐 22
 
3.2%
gs25 7
 
1.0%
이마트24 5
 
0.7%
수영점 5
 
0.7%
남천점 5
 
0.7%
광안점 3
 
0.4%
코리아 3
 
0.4%
Other values (520) 539
78.5%
2023-12-12T19:10:09.427367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
214
 
5.6%
점 147
 
3.8%
스 128
 
3.3%
메 116
 
3.0%
디 109
 
2.8%
이 100
 
2.6%
) 91
 
2.4%
( 88
 
2.3%
에 78
 
2.0%
영 70
 
1.8%
Other values (385) 2702
70.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3035
79.0%
Space Separator 214
 
5.6%
Uppercase Letter 205
 
5.3%
Decimal Number 124
 
3.2%
Close Punctuation 91
 
2.4%
Open Punctuation 88
 
2.3%
Lowercase Letter 62
 
1.6%
Other Symbol 13
 
0.3%
Other Punctuation 8
 
0.2%
Dash Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 147
 
4.8%
스 128
 
4.2%
메 116
 
3.8%
디 109
 
3.6%
이 100
 
3.3%
에 78
 
2.6%
영 70
 
2.3%
주 68
 
2.2%
수 67
 
2.2%
안 59
 
1.9%
Other values (331) 2093
69.0%
Uppercase Letter
ValueCountFrequency (%)
S 59
28.8%
G 55
26.8%
M 14
 
6.8%
C 10
 
4.9%
I 8
 
3.9%
U 7
 
3.4%
D 7
 
3.4%
H 5
 
2.4%
E 5
 
2.4%
O 4
 
2.0%
Other values (14) 31
15.1%
Lowercase Letter
ValueCountFrequency (%)
e 9
14.5%
n 8
12.9%
a 7
11.3%
i 6
9.7%
l 5
8.1%
o 5
8.1%
m 4
6.5%
c 3
 
4.8%
t 3
 
4.8%
d 3
 
4.8%
Other values (6) 9
14.5%
Decimal Number
ValueCountFrequency (%)
2 60
48.4%
5 53
42.7%
4 5
 
4.0%
3 3
 
2.4%
1 2
 
1.6%
7 1
 
0.8%
Other Punctuation
ValueCountFrequency (%)
. 4
50.0%
& 3
37.5%
? 1
 
12.5%
Space Separator
ValueCountFrequency (%)
214
100.0%
Close Punctuation
ValueCountFrequency (%)
) 91
100.0%
Open Punctuation
ValueCountFrequency (%)
( 88
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 13
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3048
79.3%
Common 528
 
13.7%
Latin 267
 
6.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 147
 
4.8%
스 128
 
4.2%
메 116
 
3.8%
디 109
 
3.6%
이 100
 
3.3%
에 78
 
2.6%
영 70
 
2.3%
주 68
 
2.2%
수 67
 
2.2%
안 59
 
1.9%
Other values (332) 2106
69.1%
Latin
ValueCountFrequency (%)
S 59
22.1%
G 55
20.6%
M 14
 
5.2%
C 10
 
3.7%
e 9
 
3.4%
n 8
 
3.0%
I 8
 
3.0%
U 7
 
2.6%
D 7
 
2.6%
a 7
 
2.6%
Other values (30) 83
31.1%
Common
ValueCountFrequency (%)
214
40.5%
) 91
17.2%
( 88
16.7%
2 60
 
11.4%
5 53
 
10.0%
4 5
 
0.9%
. 4
 
0.8%
- 3
 
0.6%
3 3
 
0.6%
& 3
 
0.6%
Other values (3) 4
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3035
79.0%
ASCII 795
 
20.7%
None 13
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
214
26.9%
) 91
11.4%
( 88
11.1%
2 60
 
7.5%
S 59
 
7.4%
G 55
 
6.9%
5 53
 
6.7%
M 14
 
1.8%
C 10
 
1.3%
e 9
 
1.1%
Other values (43) 142
17.9%
Hangul
ValueCountFrequency (%)
점 147
 
4.8%
스 128
 
4.2%
메 116
 
3.8%
디 109
 
3.6%
이 100
 
3.3%
에 78
 
2.6%
영 70
 
2.3%
주 68
 
2.2%
수 67
 
2.2%
안 59
 
1.9%
Other values (331) 2093
69.0%
None
ValueCountFrequency (%)
㈜ 13
100.0%

영업소소재지(도로명)
Text

Distinct450
Distinct (%)95.1%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
2023-12-12T19:10:09.846404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length58
Median length48
Mean length33.298097
Min length21

Characters and Unicode

Total characters15750
Distinct characters229
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique431 ?
Unique (%)91.1%

Sample

1st row부산광역시 수영구 민락수변로7번길 26, 4층 (민락동)
2nd row부산광역시 수영구 망미번영로7번길 12, 1층 (광안동)
3rd row부산광역시 수영구 수영로594번길 10, 2층 (광안동)
4th row부산광역시 수영구 광안해변로 165, 광안지웰 에스테이트 718호 (광안동)
5th row부산광역시 수영구 광안해변로 293, JJ메디컬타워 5층 (민락동)
ValueCountFrequency (%)
부산광역시 473
 
15.4%
수영구 473
 
15.4%
광안동 201
 
6.6%
수영로 120
 
3.9%
1층 108
 
3.5%
남천동 80
 
2.6%
망미동 68
 
2.2%
민락동 60
 
2.0%
수영동 55
 
1.8%
2층 28
 
0.9%
Other values (685) 1400
45.7%
2023-12-12T19:10:10.403131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2594
 
16.5%
광 808
 
5.1%
수 765
 
4.9%
영 709
 
4.5%
1 589
 
3.7%
동 552
 
3.5%
, 495
 
3.1%
부 490
 
3.1%
산 490
 
3.1%
구 487
 
3.1%
Other values (219) 7771
49.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 9021
57.3%
Decimal Number 2602
 
16.5%
Space Separator 2594
 
16.5%
Other Punctuation 498
 
3.2%
Close Punctuation 475
 
3.0%
Open Punctuation 475
 
3.0%
Dash Punctuation 56
 
0.4%
Uppercase Letter 19
 
0.1%
Lowercase Letter 5
 
< 0.1%
Math Symbol 4
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
광 808
 
9.0%
수 765
 
8.5%
영 709
 
7.9%
동 552
 
6.1%
부 490
 
5.4%
산 490
 
5.4%
구 487
 
5.4%
시 485
 
5.4%
로 483
 
5.4%
역 475
 
5.3%
Other values (187) 3277
36.3%
Uppercase Letter
ValueCountFrequency (%)
B 5
26.3%
S 3
15.8%
K 2
 
10.5%
J 2
 
10.5%
T 1
 
5.3%
V 1
 
5.3%
W 1
 
5.3%
I 1
 
5.3%
E 1
 
5.3%
O 1
 
5.3%
Decimal Number
ValueCountFrequency (%)
1 589
22.6%
2 336
12.9%
0 294
11.3%
3 262
10.1%
6 232
 
8.9%
4 221
 
8.5%
5 215
 
8.3%
7 162
 
6.2%
9 155
 
6.0%
8 136
 
5.2%
Other Punctuation
ValueCountFrequency (%)
, 495
99.4%
@ 1
 
0.2%
/ 1
 
0.2%
? 1
 
0.2%
Space Separator
ValueCountFrequency (%)
2594
100.0%
Close Punctuation
ValueCountFrequency (%)
) 475
100.0%
Open Punctuation
ValueCountFrequency (%)
( 475
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 56
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 5
100.0%
Math Symbol
ValueCountFrequency (%)
~ 4
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 9021
57.3%
Common 6704
42.6%
Latin 25
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
광 808
 
9.0%
수 765
 
8.5%
영 709
 
7.9%
동 552
 
6.1%
부 490
 
5.4%
산 490
 
5.4%
구 487
 
5.4%
시 485
 
5.4%
로 483
 
5.4%
역 475
 
5.3%
Other values (187) 3277
36.3%
Common
ValueCountFrequency (%)
2594
38.7%
1 589
 
8.8%
, 495
 
7.4%
) 475
 
7.1%
( 475
 
7.1%
2 336
 
5.0%
0 294
 
4.4%
3 262
 
3.9%
6 232
 
3.5%
4 221
 
3.3%
Other values (9) 731
 
10.9%
Latin
ValueCountFrequency (%)
B 5
20.0%
e 5
20.0%
S 3
12.0%
K 2
 
8.0%
J 2
 
8.0%
T 1
 
4.0%
V 1
 
4.0%
W 1
 
4.0%
I 1
 
4.0%
E 1
 
4.0%
Other values (3) 3
12.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 9021
57.3%
ASCII 6728
42.7%
Number Forms 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2594
38.6%
1 589
 
8.8%
, 495
 
7.4%
) 475
 
7.1%
( 475
 
7.1%
2 336
 
5.0%
0 294
 
4.4%
3 262
 
3.9%
6 232
 
3.4%
4 221
 
3.3%
Other values (21) 755
 
11.2%
Hangul
ValueCountFrequency (%)
광 808
 
9.0%
수 765
 
8.5%
영 709
 
7.9%
동 552
 
6.1%
부 490
 
5.4%
산 490
 
5.4%
구 487
 
5.4%
시 485
 
5.4%
로 483
 
5.4%
역 475
 
5.3%
Other values (187) 3277
36.3%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

영업소전화번호
Text

MISSING 

Distinct197
Distinct (%)96.6%
Missing269
Missing (%)56.9%
Memory size3.8 KiB
2023-12-12T19:10:10.692225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.058824
Min length9

Characters and Unicode

Total characters2460
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

Unique190 ?
Unique (%)93.1%

Sample

1st row051-755-8558
2nd row051-627-3677
3rd row02-3284-8112
4th row02-3284-8112
5th row051-753-2822
ValueCountFrequency (%)
051-757-2800 2
 
1.0%
051-467-8968 2
 
1.0%
02-3284-8112 2
 
1.0%
051-751-3484 2
 
1.0%
051-759-2552 2
 
1.0%
051-612-1272 2
 
1.0%
051-757-4034 2
 
1.0%
051-758-5050 1
 
0.5%
051-759-5588 1
 
0.5%
051-757-0079 1
 
0.5%
Other values (187) 187
91.7%
2023-12-12T19:10:11.241312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 430
17.5%
- 407
16.5%
0 334
13.6%
1 305
12.4%
7 244
9.9%
2 148
 
6.0%
8 131
 
5.3%
6 124
 
5.0%
4 121
 
4.9%
9 116
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2053
83.5%
Dash Punctuation 407
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 430
20.9%
0 334
16.3%
1 305
14.9%
7 244
11.9%
2 148
 
7.2%
8 131
 
6.4%
6 124
 
6.0%
4 121
 
5.9%
9 116
 
5.7%
3 100
 
4.9%
Dash Punctuation
ValueCountFrequency (%)
- 407
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 2460
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 430
17.5%
- 407
16.5%
0 334
13.6%
1 305
12.4%
7 244
9.9%
2 148
 
6.0%
8 131
 
5.3%
6 124
 
5.0%
4 121
 
4.9%
9 116
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2460
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 430
17.5%
- 407
16.5%
0 334
13.6%
1 305
12.4%
7 244
9.9%
2 148
 
6.0%
8 131
 
5.3%
6 124
 
5.0%
4 121
 
4.9%
9 116
 
4.7%

Interactions

2023-12-12T19:10:07.874304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-12T19:10:08.012764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:10:08.136218image/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

연번영업소명영업소소재지(도로명)영업소전화번호
01주식회사 숨앤케어부산광역시 수영구 민락수변로7번길 26, 4층 (민락동)<NA>
12에스투메디부산광역시 수영구 망미번영로7번길 12, 1층 (광안동)<NA>
23맥섬석의료기 광안점부산광역시 수영구 수영로594번길 10, 2층 (광안동)<NA>
34메디코니부산광역시 수영구 광안해변로 165, 광안지웰 에스테이트 718호 (광안동)<NA>
45(주)은빈개발부산광역시 수영구 광안해변로 293, JJ메디컬타워 5층 (민락동)<NA>
56실버복지용구부산광역시 수영구 수미로58번길 9, 1층 (수영동)<NA>
67라임메디코스부산광역시 수영구 망미번영로38번길 71, 스타뷰타워22 1동 1104호 (광안동)<NA>
78포낙보청기 부산수영센터부산광역시 수영구 수영로 767, 메종빌딩 5층 (수영동)<NA>
89영동메디케어부산광역시 수영구 수영로 668, 화목오피스텔 7층 706호 (광안동)<NA>
910GN바디닥터 남천점부산광역시 수영구 광안해변로15번길 77, 남천해변시장 2층 2010호 (남천동)<NA>
연번영업소명영업소소재지(도로명)영업소전화번호
463464부산프라임 덴탈부산광역시 수영구 광남로 217 (민락동)<NA>
464465선우메디칼부산광역시 수영구 금련로43번길 26, 208호 (망미동)051-943-6881
465466릴렉스부산광역시 수영구 광남로 149 (광안동)051-759-6566
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