Overview

Dataset statistics

Number of variables3
Number of observations889
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory21.8 KiB
Average record size in memory25.1 B

Variable types

Numeric1
Text2

Dataset

Description부산광역시해운대구_의료기기판매업현황_20230620
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075598

Alerts

순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:12:20.131972
Analysis finished2023-12-10 17:12:21.918788
Duration1.79 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct889
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean445
Minimum1
Maximum889
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size7.9 KiB
2023-12-11T02:12:22.142376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile45.4
Q1223
median445
Q3667
95-th percentile844.6
Maximum889
Range888
Interquartile range (IQR)444

Descriptive statistics

Standard deviation256.77649
Coefficient of variation (CV)0.57702582
Kurtosis-1.2
Mean445
Median Absolute Deviation (MAD)222
Skewness0
Sum395605
Variance65934.167
MonotonicityStrictly increasing
2023-12-11T02:12:22.785545image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
598 1
 
0.1%
587 1
 
0.1%
588 1
 
0.1%
589 1
 
0.1%
590 1
 
0.1%
591 1
 
0.1%
592 1
 
0.1%
593 1
 
0.1%
594 1
 
0.1%
Other values (879) 879
98.9%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
889 1
0.1%
888 1
0.1%
887 1
0.1%
886 1
0.1%
885 1
0.1%
884 1
0.1%
883 1
0.1%
882 1
0.1%
881 1
0.1%
880 1
0.1%

영업소명
Text

Distinct881
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Memory size7.1 KiB
2023-12-11T02:12:23.454993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length18
Mean length8.1608549
Min length2

Characters and Unicode

Total characters7255
Distinct characters493
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

Unique873 ?
Unique (%)98.2%

Sample

1st row우리 동네 힐링샵
2nd row지엠티
3rd row큐어메디
4th row(주)코리아세븐 부산윗반송점
5th row(주)엘레쟈코리아 해운대지점
ValueCountFrequency (%)
주식회사 59
 
4.7%
세븐일레븐 43
 
3.4%
씨유 38
 
3.0%
gs25 30
 
2.4%
해운대점 14
 
1.1%
cu 11
 
0.9%
지에스25 9
 
0.7%
센텀점 8
 
0.6%
이마트24 7
 
0.6%
주)코리아세븐 6
 
0.5%
Other values (969) 1035
82.1%
2023-12-11T02:12:24.312423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
372
 
5.1%
점 293
 
4.0%
이 201
 
2.8%
스 196
 
2.7%
메 186
 
2.6%
주 176
 
2.4%
디 176
 
2.4%
( 140
 
1.9%
) 140
 
1.9%
해 126
 
1.7%
Other values (483) 5249
72.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5954
82.1%
Space Separator 372
 
5.1%
Uppercase Letter 348
 
4.8%
Decimal Number 199
 
2.7%
Open Punctuation 140
 
1.9%
Close Punctuation 140
 
1.9%
Lowercase Letter 83
 
1.1%
Other Punctuation 12
 
0.2%
Other Symbol 4
 
0.1%
Dash Punctuation 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 293
 
4.9%
이 201
 
3.4%
스 196
 
3.3%
메 186
 
3.1%
주 176
 
3.0%
디 176
 
3.0%
해 126
 
2.1%
대 114
 
1.9%
운 110
 
1.8%
븐 93
 
1.6%
Other values (426) 4283
71.9%
Uppercase Letter
ValueCountFrequency (%)
S 93
26.7%
G 79
22.7%
C 31
 
8.9%
U 20
 
5.7%
M 15
 
4.3%
E 13
 
3.7%
D 12
 
3.4%
N 9
 
2.6%
H 9
 
2.6%
I 9
 
2.6%
Other values (13) 58
16.7%
Lowercase Letter
ValueCountFrequency (%)
n 12
14.5%
a 11
13.3%
e 11
13.3%
i 7
8.4%
t 5
 
6.0%
r 5
 
6.0%
d 4
 
4.8%
m 4
 
4.8%
o 4
 
4.8%
c 4
 
4.8%
Other values (7) 16
19.3%
Decimal Number
ValueCountFrequency (%)
2 96
48.2%
5 81
40.7%
4 13
 
6.5%
1 2
 
1.0%
3 2
 
1.0%
9 2
 
1.0%
8 2
 
1.0%
7 1
 
0.5%
Other Punctuation
ValueCountFrequency (%)
. 6
50.0%
& 4
33.3%
? 1
 
8.3%
, 1
 
8.3%
Space Separator
ValueCountFrequency (%)
372
100.0%
Open Punctuation
ValueCountFrequency (%)
( 140
100.0%
Close Punctuation
ValueCountFrequency (%)
) 140
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 4
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5958
82.1%
Common 866
 
11.9%
Latin 431
 
5.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 293
 
4.9%
이 201
 
3.4%
스 196
 
3.3%
메 186
 
3.1%
주 176
 
3.0%
디 176
 
3.0%
해 126
 
2.1%
대 114
 
1.9%
운 110
 
1.8%
븐 93
 
1.6%
Other values (427) 4287
72.0%
Latin
ValueCountFrequency (%)
S 93
21.6%
G 79
18.3%
C 31
 
7.2%
U 20
 
4.6%
M 15
 
3.5%
E 13
 
3.0%
n 12
 
2.8%
D 12
 
2.8%
a 11
 
2.6%
e 11
 
2.6%
Other values (30) 134
31.1%
Common
ValueCountFrequency (%)
372
43.0%
( 140
 
16.2%
) 140
 
16.2%
2 96
 
11.1%
5 81
 
9.4%
4 13
 
1.5%
. 6
 
0.7%
& 4
 
0.5%
- 3
 
0.3%
1 2
 
0.2%
Other values (6) 9
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5954
82.1%
ASCII 1297
 
17.9%
None 4
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
372
28.7%
( 140
 
10.8%
) 140
 
10.8%
2 96
 
7.4%
S 93
 
7.2%
5 81
 
6.2%
G 79
 
6.1%
C 31
 
2.4%
U 20
 
1.5%
M 15
 
1.2%
Other values (46) 230
17.7%
Hangul
ValueCountFrequency (%)
점 293
 
4.9%
이 201
 
3.4%
스 196
 
3.3%
메 186
 
3.1%
주 176
 
3.0%
디 176
 
3.0%
해 126
 
2.1%
대 114
 
1.9%
운 110
 
1.8%
븐 93
 
1.6%
Other values (426) 4283
71.9%
None
ValueCountFrequency (%)
㈜ 4
100.0%

영업소소재지(도로명)
Text

Distinct866
Distinct (%)97.4%
Missing0
Missing (%)0.0%
Memory size7.1 KiB
2023-12-11T02:12:24.828749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length60
Median length51
Mean length37.930259
Min length22

Characters and Unicode

Total characters33720
Distinct characters342
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique845 ?
Unique (%)95.1%

Sample

1st row부산광역시 해운대구 좌동순환로8번길 78, 상가동 지하4호 (중동, 해운대메트로하이츠)
2nd row부산광역시 해운대구 달맞이길117번가길 120-45, 4층 (중동)
3rd row부산광역시 해운대구 반여로 131, 지하2층 204호 (반여동)
4th row부산광역시 해운대구 윗반송로51번길 186, 1층 (반송동)
5th row부산광역시 해운대구 세실로 48, 제지하2층 101호, 106호 (좌동, 해운대삼정코아주상복합)
ValueCountFrequency (%)
부산광역시 889
 
14.4%
해운대구 887
 
14.4%
우동 284
 
4.6%
좌동 158
 
2.6%
1층 131
 
2.1%
재송동 123
 
2.0%
반여동 102
 
1.7%
중동 96
 
1.6%
해운대로 72
 
1.2%
2층 60
 
1.0%
Other values (1262) 3361
54.5%
2023-12-11T02:12:25.907293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5275
 
15.6%
1 1352
 
4.0%
대 1295
 
3.8%
해 1273
 
3.8%
운 1263
 
3.7%
동 1216
 
3.6%
, 1161
 
3.4%
시 1017
 
3.0%
산 952
 
2.8%
부 937
 
2.8%
Other values (332) 17979
53.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 19714
58.5%
Decimal Number 5481
 
16.3%
Space Separator 5275
 
15.6%
Other Punctuation 1164
 
3.5%
Open Punctuation 910
 
2.7%
Close Punctuation 910
 
2.7%
Uppercase Letter 135
 
0.4%
Dash Punctuation 113
 
0.3%
Math Symbol 10
 
< 0.1%
Lowercase Letter 8
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
대 1295
 
6.6%
해 1273
 
6.5%
운 1263
 
6.4%
동 1216
 
6.2%
시 1017
 
5.2%
산 952
 
4.8%
부 937
 
4.8%
구 908
 
4.6%
광 897
 
4.6%
역 894
 
4.5%
Other values (292) 9062
46.0%
Uppercase Letter
ValueCountFrequency (%)
A 35
25.9%
E 23
17.0%
B 23
17.0%
C 20
14.8%
P 15
11.1%
S 6
 
4.4%
H 2
 
1.5%
L 2
 
1.5%
T 2
 
1.5%
D 1
 
0.7%
Other values (6) 6
 
4.4%
Decimal Number
ValueCountFrequency (%)
1 1352
24.7%
2 847
15.5%
0 713
13.0%
3 620
11.3%
5 407
 
7.4%
4 370
 
6.8%
7 353
 
6.4%
6 291
 
5.3%
8 279
 
5.1%
9 249
 
4.5%
Lowercase Letter
ValueCountFrequency (%)
e 3
37.5%
w 1
 
12.5%
i 1
 
12.5%
k 1
 
12.5%
s 1
 
12.5%
v 1
 
12.5%
Other Punctuation
ValueCountFrequency (%)
, 1161
99.7%
@ 2
 
0.2%
! 1
 
0.1%
Space Separator
ValueCountFrequency (%)
5275
100.0%
Open Punctuation
ValueCountFrequency (%)
( 910
100.0%
Close Punctuation
ValueCountFrequency (%)
) 910
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 113
100.0%
Math Symbol
ValueCountFrequency (%)
~ 10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 19714
58.5%
Common 13863
41.1%
Latin 143
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
대 1295
 
6.6%
해 1273
 
6.5%
운 1263
 
6.4%
동 1216
 
6.2%
시 1017
 
5.2%
산 952
 
4.8%
부 937
 
4.8%
구 908
 
4.6%
광 897
 
4.6%
역 894
 
4.5%
Other values (292) 9062
46.0%
Latin
ValueCountFrequency (%)
A 35
24.5%
E 23
16.1%
B 23
16.1%
C 20
14.0%
P 15
10.5%
S 6
 
4.2%
e 3
 
2.1%
H 2
 
1.4%
L 2
 
1.4%
T 2
 
1.4%
Other values (12) 12
 
8.4%
Common
ValueCountFrequency (%)
5275
38.1%
1 1352
 
9.8%
, 1161
 
8.4%
( 910
 
6.6%
) 910
 
6.6%
2 847
 
6.1%
0 713
 
5.1%
3 620
 
4.5%
5 407
 
2.9%
4 370
 
2.7%
Other values (8) 1298
 
9.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 19714
58.5%
ASCII 14006
41.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5275
37.7%
1 1352
 
9.7%
, 1161
 
8.3%
( 910
 
6.5%
) 910
 
6.5%
2 847
 
6.0%
0 713
 
5.1%
3 620
 
4.4%
5 407
 
2.9%
4 370
 
2.6%
Other values (30) 1441
 
10.3%
Hangul
ValueCountFrequency (%)
대 1295
 
6.6%
해 1273
 
6.5%
운 1263
 
6.4%
동 1216
 
6.2%
시 1017
 
5.2%
산 952
 
4.8%
부 937
 
4.8%
구 908
 
4.6%
광 897
 
4.6%
역 894
 
4.5%
Other values (292) 9062
46.0%

Interactions

2023-12-11T02:12:21.256579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T02:12:21.610003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:12:21.846386image/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)
01우리 동네 힐링샵부산광역시 해운대구 좌동순환로8번길 78, 상가동 지하4호 (중동, 해운대메트로하이츠)
12지엠티부산광역시 해운대구 달맞이길117번가길 120-45, 4층 (중동)
23큐어메디부산광역시 해운대구 반여로 131, 지하2층 204호 (반여동)
34(주)코리아세븐 부산윗반송점부산광역시 해운대구 윗반송로51번길 186, 1층 (반송동)
45(주)엘레쟈코리아 해운대지점부산광역시 해운대구 세실로 48, 제지하2층 101호, 106호 (좌동, 해운대삼정코아주상복합)
56주식회사 에스엠그룹부산광역시 해운대구 좌동순환로 6, L TOWER 14층 (중동)
67만물오파상부산광역시 해운대구 재반로282번길 112, 4동 302호 (반여동, 현대아파트)
78NS덴탈부산광역시 해운대구 재송1로32번길 3, 5층 (재송동)
89탐스컴퍼니부산광역시 해운대구 좌동순환로 237, 세실빌딩 205호 (좌동)
910서우네부산광역시 해운대구 해운대로774번길 30, 103동 702호 (중동, 해운대신시가지경동메르빌아파트)
순번영업소명영업소소재지(도로명)
879880메디칼코리아부산광역시 해운대구 아랫반송로 42, 2층 (반송동)
880881다인메디칼부산광역시 해운대구 마린시티3로 1, 528호 (우동, 선프라자)
881882광동메디칼반여지점부산광역시 해운대구 해운대로123번길 39 (재송동)
882883국민메디칼컨설팅부산광역시 해운대구 해운대해변로 291, 1010호 (중동, 크리스탈비치오피스텔)
883884홈플러스(주)센텀시티점부산광역시 해운대구 센텀동로 6 (우동, 홈플러스센템시티점)
884885새진메디칼부산광역시 해운대구 마린시티3로 1, 812호 (우동)
885886소정의료기부산광역시 해운대구 해운대로61번길 110-1 (반여동)
886887동일과학상사부산광역시 해운대구 재반로125번길 9, 돼지가 3층 17호 (재송동)
887888㈜코스모상사부산광역시 해운대구 재송2로 256, 상가6동 2호 (재송동, 센텀에이스아파트)
888889고려의료기상사부산광역시 해운대구 중동2로 25 (중동)