Overview

Dataset statistics

Number of variables4
Number of observations296
Missing cells131
Missing cells (%)11.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory9.7 KiB
Average record size in memory33.4 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시_동구_의료기기판매업소현황_10/20/2021
Author부산광역시 동구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3079118

Alerts

영업소전화번호 has 131 (44.3%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:36:27.665993
Analysis finished2023-12-10 16:36:28.446649
Duration0.78 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct296
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean148.5
Minimum1
Maximum296
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2023-12-11T01:36:28.560170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile15.75
Q174.75
median148.5
Q3222.25
95-th percentile281.25
Maximum296
Range295
Interquartile range (IQR)147.5

Descriptive statistics

Standard deviation85.592056
Coefficient of variation (CV)0.57637748
Kurtosis-1.2
Mean148.5
Median Absolute Deviation (MAD)74
Skewness0
Sum43956
Variance7326
MonotonicityStrictly increasing
2023-12-11T01:36:28.804590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.3%
205 1
 
0.3%
203 1
 
0.3%
202 1
 
0.3%
201 1
 
0.3%
200 1
 
0.3%
199 1
 
0.3%
198 1
 
0.3%
197 1
 
0.3%
196 1
 
0.3%
Other values (286) 286
96.6%
ValueCountFrequency (%)
1 1
0.3%
2 1
0.3%
3 1
0.3%
4 1
0.3%
5 1
0.3%
6 1
0.3%
7 1
0.3%
8 1
0.3%
9 1
0.3%
10 1
0.3%
ValueCountFrequency (%)
296 1
0.3%
295 1
0.3%
294 1
0.3%
293 1
0.3%
292 1
0.3%
291 1
0.3%
290 1
0.3%
289 1
0.3%
288 1
0.3%
287 1
0.3%

영업소명
Text

Distinct295
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
2023-12-11T01:36:29.339458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length17.5
Mean length7.097973
Min length2

Characters and Unicode

Total characters2101
Distinct characters351
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

Unique294 ?
Unique (%)99.3%

Sample

1st row(주)케이엘닥터스킨
2nd row(주)기웅
3rd row에이치앤제이(HNJ)메디칼
4th row(주)파인상사
5th row세븐일레븐 부산베스트인호텔점
ValueCountFrequency (%)
주식회사 14
 
4.2%
세븐일레븐 5
 
1.5%
이루어gym 2
 
0.6%
주)하이프라자 2
 
0.6%
현대백화점부산점 2
 
0.6%
부산역점 2
 
0.6%
코스모메디텍 1
 
0.3%
주영메디칼 1
 
0.3%
메시아덴탈 1
 
0.3%
에뜨와 1
 
0.3%
Other values (305) 305
90.8%
2023-12-11T01:36:29.965818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
메 70
 
3.3%
디 69
 
3.3%
주 62
 
3.0%
이 55
 
2.6%
) 55
 
2.6%
( 52
 
2.5%
기 50
 
2.4%
점 47
 
2.2%
스 46
 
2.2%
사 42
 
2.0%
Other values (341) 1553
73.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1826
86.9%
Uppercase Letter 73
 
3.5%
Close Punctuation 55
 
2.6%
Open Punctuation 52
 
2.5%
Space Separator 40
 
1.9%
Lowercase Letter 26
 
1.2%
Decimal Number 20
 
1.0%
Other Symbol 5
 
0.2%
Other Punctuation 4
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
메 70
 
3.8%
디 69
 
3.8%
주 62
 
3.4%
이 55
 
3.0%
기 50
 
2.7%
점 47
 
2.6%
스 46
 
2.5%
사 42
 
2.3%
칼 40
 
2.2%
부 36
 
2.0%
Other values (292) 1309
71.7%
Uppercase Letter
ValueCountFrequency (%)
S 14
19.2%
G 11
15.1%
J 7
9.6%
N 5
 
6.8%
M 4
 
5.5%
Y 4
 
5.5%
C 3
 
4.1%
H 3
 
4.1%
K 3
 
4.1%
T 3
 
4.1%
Other values (11) 16
21.9%
Lowercase Letter
ValueCountFrequency (%)
r 5
19.2%
a 3
11.5%
i 2
 
7.7%
g 2
 
7.7%
n 2
 
7.7%
o 1
 
3.8%
w 1
 
3.8%
d 1
 
3.8%
m 1
 
3.8%
c 1
 
3.8%
Other values (7) 7
26.9%
Decimal Number
ValueCountFrequency (%)
2 10
50.0%
5 8
40.0%
4 1
 
5.0%
3 1
 
5.0%
Other Punctuation
ValueCountFrequency (%)
. 2
50.0%
/ 1
25.0%
& 1
25.0%
Close Punctuation
ValueCountFrequency (%)
) 55
100.0%
Open Punctuation
ValueCountFrequency (%)
( 52
100.0%
Space Separator
ValueCountFrequency (%)
40
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1831
87.1%
Common 171
 
8.1%
Latin 99
 
4.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
메 70
 
3.8%
디 69
 
3.8%
주 62
 
3.4%
이 55
 
3.0%
기 50
 
2.7%
점 47
 
2.6%
스 46
 
2.5%
사 42
 
2.3%
칼 40
 
2.2%
부 36
 
2.0%
Other values (293) 1314
71.8%
Latin
ValueCountFrequency (%)
S 14
 
14.1%
G 11
 
11.1%
J 7
 
7.1%
r 5
 
5.1%
N 5
 
5.1%
M 4
 
4.0%
Y 4
 
4.0%
C 3
 
3.0%
H 3
 
3.0%
K 3
 
3.0%
Other values (28) 40
40.4%
Common
ValueCountFrequency (%)
) 55
32.2%
( 52
30.4%
40
23.4%
2 10
 
5.8%
5 8
 
4.7%
. 2
 
1.2%
4 1
 
0.6%
3 1
 
0.6%
/ 1
 
0.6%
& 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1826
86.9%
ASCII 270
 
12.9%
None 5
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
메 70
 
3.8%
디 69
 
3.8%
주 62
 
3.4%
이 55
 
3.0%
기 50
 
2.7%
점 47
 
2.6%
스 46
 
2.5%
사 42
 
2.3%
칼 40
 
2.2%
부 36
 
2.0%
Other values (292) 1309
71.7%
ASCII
ValueCountFrequency (%)
) 55
20.4%
( 52
19.3%
40
14.8%
S 14
 
5.2%
G 11
 
4.1%
2 10
 
3.7%
5 8
 
3.0%
J 7
 
2.6%
r 5
 
1.9%
N 5
 
1.9%
Other values (38) 63
23.3%
None
ValueCountFrequency (%)
㈜ 5
100.0%

영업소소재지(도로명)
Text

Distinct276
Distinct (%)93.2%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
2023-12-11T01:36:30.339017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length54
Median length45
Mean length30.621622
Min length16

Characters and Unicode

Total characters9064
Distinct characters177
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

Unique261 ?
Unique (%)88.2%

Sample

1st row부산광역시 동구 자성로133번길 6, 103동 3327호 (범일동, 진흥 마제스타워 범일)
2nd row부산광역시 동구 중앙대로 288, 성지빌딩 2층 (초량동)
3rd row부산광역시 동구 조방로 39, 썬오피스텔 1311호 (범일동)
4th row부산광역시 동구 조방로 39, 썬오피스텔 1005호 (범일동)
5th row부산광역시 동구 고관로 7 (초량동)
ValueCountFrequency (%)
부산광역시 296
 
16.1%
동구 293
 
15.9%
초량동 111
 
6.0%
범일동 104
 
5.6%
중앙대로 73
 
4.0%
수정동 49
 
2.7%
고관로 36
 
2.0%
범일로 26
 
1.4%
1층 26
 
1.4%
2층 24
 
1.3%
Other values (374) 803
43.6%
2023-12-11T01:36:30.864397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1547
 
17.1%
동 608
 
6.7%
1 366
 
4.0%
산 322
 
3.6%
부 321
 
3.5%
시 304
 
3.4%
역 301
 
3.3%
광 297
 
3.3%
로 296
 
3.3%
구 293
 
3.2%
Other values (167) 4409
48.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5119
56.5%
Space Separator 1547
 
17.1%
Decimal Number 1496
 
16.5%
Close Punctuation 292
 
3.2%
Open Punctuation 292
 
3.2%
Other Punctuation 235
 
2.6%
Dash Punctuation 59
 
0.7%
Uppercase Letter 21
 
0.2%
Letter Number 2
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 608
 
11.9%
산 322
 
6.3%
부 321
 
6.3%
시 304
 
5.9%
역 301
 
5.9%
광 297
 
5.8%
로 296
 
5.8%
구 293
 
5.7%
일 160
 
3.1%
범 151
 
2.9%
Other values (141) 2066
40.4%
Decimal Number
ValueCountFrequency (%)
1 366
24.5%
3 208
13.9%
2 202
13.5%
0 165
11.0%
4 115
 
7.7%
5 107
 
7.2%
6 99
 
6.6%
7 97
 
6.5%
9 69
 
4.6%
8 68
 
4.5%
Uppercase Letter
ValueCountFrequency (%)
C 4
19.0%
A 4
19.0%
M 4
19.0%
Y 4
19.0%
B 1
 
4.8%
L 1
 
4.8%
K 1
 
4.8%
T 1
 
4.8%
G 1
 
4.8%
Space Separator
ValueCountFrequency (%)
1547
100.0%
Close Punctuation
ValueCountFrequency (%)
) 292
100.0%
Open Punctuation
ValueCountFrequency (%)
( 292
100.0%
Other Punctuation
ValueCountFrequency (%)
, 235
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 59
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 2
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5119
56.5%
Common 3922
43.3%
Latin 23
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 608
 
11.9%
산 322
 
6.3%
부 321
 
6.3%
시 304
 
5.9%
역 301
 
5.9%
광 297
 
5.8%
로 296
 
5.8%
구 293
 
5.7%
일 160
 
3.1%
범 151
 
2.9%
Other values (141) 2066
40.4%
Common
ValueCountFrequency (%)
1547
39.4%
1 366
 
9.3%
) 292
 
7.4%
( 292
 
7.4%
, 235
 
6.0%
3 208
 
5.3%
2 202
 
5.2%
0 165
 
4.2%
4 115
 
2.9%
5 107
 
2.7%
Other values (6) 393
 
10.0%
Latin
ValueCountFrequency (%)
C 4
17.4%
A 4
17.4%
M 4
17.4%
Y 4
17.4%
Ⅱ 2
8.7%
B 1
 
4.3%
L 1
 
4.3%
K 1
 
4.3%
T 1
 
4.3%
G 1
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5119
56.5%
ASCII 3943
43.5%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1547
39.2%
1 366
 
9.3%
) 292
 
7.4%
( 292
 
7.4%
, 235
 
6.0%
3 208
 
5.3%
2 202
 
5.1%
0 165
 
4.2%
4 115
 
2.9%
5 107
 
2.7%
Other values (15) 414
 
10.5%
Hangul
ValueCountFrequency (%)
동 608
 
11.9%
산 322
 
6.3%
부 321
 
6.3%
시 304
 
5.9%
역 301
 
5.9%
광 297
 
5.8%
로 296
 
5.8%
구 293
 
5.7%
일 160
 
3.1%
범 151
 
2.9%
Other values (141) 2066
40.4%
Number Forms
ValueCountFrequency (%)
Ⅱ 2
100.0%

영업소전화번호
Text

MISSING 

Distinct158
Distinct (%)95.8%
Missing131
Missing (%)44.3%
Memory size2.4 KiB
2023-12-11T01:36:31.110549image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.018182
Min length9

Characters and Unicode

Total characters1983
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

Unique153 ?
Unique (%)92.7%

Sample

1st row051-915-0076
2nd row051-468-2978
3rd row051-465-6833
4th row02-3284-8116
5th row02-3284-8116
ValueCountFrequency (%)
02-3284-8116 4
 
2.4%
051-441-6882 2
 
1.2%
051-892-4868 2
 
1.2%
051-441-1804 2
 
1.2%
051-462-4248 2
 
1.2%
051-636-5252 1
 
0.6%
051-253-0114 1
 
0.6%
051-464-0873 1
 
0.6%
051-643-7162 1
 
0.6%
051-466-7668 1
 
0.6%
Other values (148) 148
89.7%
2023-12-11T01:36:31.519413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 328
16.5%
0 276
13.9%
1 260
13.1%
5 225
11.3%
6 217
10.9%
4 202
10.2%
2 122
 
6.2%
7 102
 
5.1%
8 88
 
4.4%
3 86
 
4.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1655
83.5%
Dash Punctuation 328
 
16.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 276
16.7%
1 260
15.7%
5 225
13.6%
6 217
13.1%
4 202
12.2%
2 122
7.4%
7 102
 
6.2%
8 88
 
5.3%
3 86
 
5.2%
9 77
 
4.7%
Dash Punctuation
ValueCountFrequency (%)
- 328
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1983
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 328
16.5%
0 276
13.9%
1 260
13.1%
5 225
11.3%
6 217
10.9%
4 202
10.2%
2 122
 
6.2%
7 102
 
5.1%
8 88
 
4.4%
3 86
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1983
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 328
16.5%
0 276
13.9%
1 260
13.1%
5 225
11.3%
6 217
10.9%
4 202
10.2%
2 122
 
6.2%
7 102
 
5.1%
8 88
 
4.4%
3 86
 
4.3%

Interactions

2023-12-11T01:36:28.065623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T01:36:28.237665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:36:28.395418image/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

순번영업소명영업소소재지(도로명)영업소전화번호
01(주)케이엘닥터스킨부산광역시 동구 자성로133번길 6, 103동 3327호 (범일동, 진흥 마제스타워 범일)051-915-0076
12(주)기웅부산광역시 동구 중앙대로 288, 성지빌딩 2층 (초량동)051-468-2978
23에이치앤제이(HNJ)메디칼부산광역시 동구 조방로 39, 썬오피스텔 1311호 (범일동)<NA>
34(주)파인상사부산광역시 동구 조방로 39, 썬오피스텔 1005호 (범일동)<NA>
45세븐일레븐 부산베스트인호텔점부산광역시 동구 고관로 7 (초량동)<NA>
56다온메디칼부산광역시 동구 중앙대로231번길 27, 2층 (초량동)<NA>
67하칸(HAKAN)부산광역시 동구 망양로610번길 6-11, 2층 202호 (초량동, 아림 하이츠)<NA>
78이마트24부산초량점부산광역시 동구 고관로 46, 부림빌딩 101호 (초량동)051-465-6833
89세븐일레븐 부산로미오점부산광역시 동구 중앙대로274번길 7-3 (초량동, 부산역 유림 줄리엣)02-3284-8116
910세븐일레븐 부산범곡점부산광역시 동구 망양로 964 (범일동)02-3284-8116
순번영업소명영업소소재지(도로명)영업소전화번호
286287초량의료기상사부산광역시 동구 고관로 57 (수정동)051-468-2071
287288(주)칠성트레이딩부산광역시 동구 수정중로 17 (수정동)051-464-0346
288289중앙의료기부산광역시 동구 중앙대로236번길 7-6 (초량동)051-468-4905
289290국제의료기부산광역시 동구 중앙대로349번길 16 (수정동)051-467-3429
290291고려보조기부산광역시 동구 고관로 70 (초량동)051-467-9946
291292정우의료기부산광역시 동구 초량중로 114, 104동 B128호 (초량동, 범양레우스센트럴베이)051-467-8444
292293우신전자의료기상사부산광역시 동구 중앙대로 493 (범일동)051-644-2561
293294동명의료기상사부산광역시 동구 고관로 59, 1층 (수정동)051-468-7430
294295대한의료기상사부산광역시 동구 수정로 27 (수정동)051-467-8439
295296제일치과재료상회부산광역시 동구 중앙대로 499-1 (범일동)051-646-5044