Overview

Dataset statistics

Number of variables4
Number of observations615
Missing cells472
Missing cells (%)19.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory19.9 KiB
Average record size in memory33.2 B

Variable types

Numeric1
Text3

Dataset

Description인천광역시 연수구 내 의료기기판매업소 현황 데이터로써 판매업소명, 소재지 주소, 전화번호 등의 데이터 항목을 제공합니다.
Author인천광역시 연수구
URLhttps://data.incheon.go.kr/findData/publicDataDetail?dataId=3068406&srcSe=7661IVAWM27C61E190

Alerts

영업소전화번호 has 472 (76.7%) missing valuesMissing
순번 has unique valuesUnique
영업소명 has unique valuesUnique

Reproduction

Analysis started2024-01-28 15:55:11.747733
Analysis finished2024-01-28 15:55:12.562907
Duration0.82 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct615
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean308
Minimum1
Maximum615
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size5.5 KiB
2024-01-29T00:55:12.615382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile31.7
Q1154.5
median308
Q3461.5
95-th percentile584.3
Maximum615
Range614
Interquartile range (IQR)307

Descriptive statistics

Standard deviation177.67949
Coefficient of variation (CV)0.57688145
Kurtosis-1.2
Mean308
Median Absolute Deviation (MAD)154
Skewness0
Sum189420
Variance31570
MonotonicityStrictly increasing
2024-01-29T00:55:12.740722image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
414 1
 
0.2%
407 1
 
0.2%
408 1
 
0.2%
409 1
 
0.2%
410 1
 
0.2%
411 1
 
0.2%
412 1
 
0.2%
413 1
 
0.2%
415 1
 
0.2%
Other values (605) 605
98.4%
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 (%)
615 1
0.2%
614 1
0.2%
613 1
0.2%
612 1
0.2%
611 1
0.2%
610 1
0.2%
609 1
0.2%
608 1
0.2%
607 1
0.2%
606 1
0.2%

영업소명
Text

UNIQUE 

Distinct615
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size4.9 KiB
2024-01-29T00:55:12.959901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length19
Mean length9.0829268
Min length2

Characters and Unicode

Total characters5586
Distinct characters466
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

Unique615 ?
Unique (%)100.0%

Sample

1st row롯데쇼핑(주)롯데슈퍼연수함박점
2nd rowGN 연수 송도 대리점
3rd row주식회사 에이치메디텍
4th row그린팜
5th row(주)아성다이소 송도트리플스트리트점
ValueCountFrequency (%)
주식회사 51
 
5.6%
gs25 27
 
2.9%
주)코리아세븐 26
 
2.8%
씨유 20
 
2.2%
세븐일레븐 16
 
1.7%
송도점 15
 
1.6%
이마트24 14
 
1.5%
연수점 9
 
1.0%
씨제이올리브영(주 8
 
0.9%
지에스25 7
 
0.8%
Other values (676) 723
78.9%
2024-01-29T00:55:13.263465image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
301
 
5.4%
점 262
 
4.7%
스 174
 
3.1%
이 165
 
3.0%
주 164
 
2.9%
도 155
 
2.8%
송 147
 
2.6%
) 127
 
2.3%
( 126
 
2.3%
리 109
 
2.0%
Other values (456) 3856
69.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4493
80.4%
Space Separator 301
 
5.4%
Uppercase Letter 210
 
3.8%
Decimal Number 203
 
3.6%
Close Punctuation 127
 
2.3%
Open Punctuation 126
 
2.3%
Lowercase Letter 120
 
2.1%
Other Punctuation 5
 
0.1%
Other Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
점 262
 
5.8%
스 174
 
3.9%
이 165
 
3.7%
주 164
 
3.7%
도 155
 
3.4%
송 147
 
3.3%
리 109
 
2.4%
트 88
 
2.0%
에 86
 
1.9%
아 77
 
1.7%
Other values (401) 3066
68.2%
Lowercase Letter
ValueCountFrequency (%)
e 17
14.2%
a 11
9.2%
o 10
 
8.3%
h 10
 
8.3%
l 9
 
7.5%
r 9
 
7.5%
t 8
 
6.7%
s 7
 
5.8%
i 6
 
5.0%
c 6
 
5.0%
Other values (12) 27
22.5%
Uppercase Letter
ValueCountFrequency (%)
G 68
32.4%
S 67
31.9%
U 15
 
7.1%
C 15
 
7.1%
T 8
 
3.8%
N 5
 
2.4%
K 5
 
2.4%
D 3
 
1.4%
R 3
 
1.4%
B 3
 
1.4%
Other values (10) 18
 
8.6%
Decimal Number
ValueCountFrequency (%)
2 97
47.8%
5 70
34.5%
4 23
 
11.3%
1 8
 
3.9%
3 5
 
2.5%
Other Punctuation
ValueCountFrequency (%)
& 2
40.0%
/ 1
20.0%
, 1
20.0%
. 1
20.0%
Space Separator
ValueCountFrequency (%)
301
100.0%
Close Punctuation
ValueCountFrequency (%)
) 127
100.0%
Open Punctuation
ValueCountFrequency (%)
( 126
100.0%
Other Symbol
ValueCountFrequency (%)
㈜ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4494
80.5%
Common 762
 
13.6%
Latin 330
 
5.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
점 262
 
5.8%
스 174
 
3.9%
이 165
 
3.7%
주 164
 
3.6%
도 155
 
3.4%
송 147
 
3.3%
리 109
 
2.4%
트 88
 
2.0%
에 86
 
1.9%
아 77
 
1.7%
Other values (402) 3067
68.2%
Latin
ValueCountFrequency (%)
G 68
20.6%
S 67
20.3%
e 17
 
5.2%
U 15
 
4.5%
C 15
 
4.5%
a 11
 
3.3%
o 10
 
3.0%
h 10
 
3.0%
l 9
 
2.7%
r 9
 
2.7%
Other values (32) 99
30.0%
Common
ValueCountFrequency (%)
301
39.5%
) 127
16.7%
( 126
16.5%
2 97
 
12.7%
5 70
 
9.2%
4 23
 
3.0%
1 8
 
1.0%
3 5
 
0.7%
& 2
 
0.3%
/ 1
 
0.1%
Other values (2) 2
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4493
80.4%
ASCII 1092
 
19.5%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
301
27.6%
) 127
11.6%
( 126
11.5%
2 97
 
8.9%
5 70
 
6.4%
G 68
 
6.2%
S 67
 
6.1%
4 23
 
2.1%
e 17
 
1.6%
U 15
 
1.4%
Other values (44) 181
16.6%
Hangul
ValueCountFrequency (%)
점 262
 
5.8%
스 174
 
3.9%
이 165
 
3.7%
주 164
 
3.7%
도 155
 
3.4%
송 147
 
3.3%
리 109
 
2.4%
트 88
 
2.0%
에 86
 
1.9%
아 77
 
1.7%
Other values (401) 3066
68.2%
None
ValueCountFrequency (%)
㈜ 1
100.0%

영업소소재지(도로명)
Text

Distinct614
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size4.9 KiB
2024-01-29T00:55:13.492471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length67
Median length52
Mean length42.276423
Min length21

Characters and Unicode

Total characters26000
Distinct characters317
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

Unique613 ?
Unique (%)99.7%

Sample

1st row인천광역시 연수구 비류대로433번길 11, 1층 101~107호 (연수동)
2nd row인천광역시 연수구 앵고개로104번길 4, 준빌딩 201호 (동춘동)
3rd row인천광역시 연수구 송도과학로 70, 송도AT센터 오피스-2505,2506호 (송도동)
4th row인천광역시 연수구 넘말로47번길 36, 상가동 1층 (선학동, 희영무지개아파트)
5th row인천광역시 연수구 송도과학로16번길 33-3, D동 B1층 (송도동, 송도트리플스트리트)
ValueCountFrequency (%)
인천광역시 615
 
12.7%
연수구 615
 
12.7%
송도동 341
 
7.0%
송도 116
 
2.4%
1층 109
 
2.2%
연수동 90
 
1.9%
동춘동 59
 
1.2%
센트럴로 56
 
1.2%
옥련동 53
 
1.1%
더샵 49
 
1.0%
Other values (1038) 2750
56.7%
2024-01-29T00:55:13.825521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4239
 
16.3%
1 1281
 
4.9%
동 956
 
3.7%
, 918
 
3.5%
시 738
 
2.8%
연 732
 
2.8%
수 731
 
2.8%
인 702
 
2.7%
0 696
 
2.7%
2 676
 
2.6%
Other values (307) 14331
55.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 14599
56.1%
Decimal Number 4624
 
17.8%
Space Separator 4239
 
16.3%
Other Punctuation 922
 
3.5%
Close Punctuation 628
 
2.4%
Open Punctuation 628
 
2.4%
Uppercase Letter 235
 
0.9%
Dash Punctuation 93
 
0.4%
Lowercase Letter 24
 
0.1%
Math Symbol 6
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 956
 
6.5%
시 738
 
5.1%
연 732
 
5.0%
수 731
 
5.0%
인 702
 
4.8%
천 659
 
4.5%
송 652
 
4.5%
로 651
 
4.5%
도 635
 
4.3%
광 621
 
4.3%
Other values (256) 7522
51.5%
Uppercase Letter
ValueCountFrequency (%)
B 61
26.0%
C 39
16.6%
A 20
 
8.5%
E 15
 
6.4%
L 11
 
4.7%
R 10
 
4.3%
D 10
 
4.3%
T 9
 
3.8%
S 9
 
3.8%
F 9
 
3.8%
Other values (11) 42
17.9%
Decimal Number
ValueCountFrequency (%)
1 1281
27.7%
0 696
15.1%
2 676
14.6%
3 489
 
10.6%
5 325
 
7.0%
4 306
 
6.6%
6 283
 
6.1%
8 225
 
4.9%
7 205
 
4.4%
9 138
 
3.0%
Lowercase Letter
ValueCountFrequency (%)
e 5
20.8%
a 5
20.8%
t 4
16.7%
s 4
16.7%
b 1
 
4.2%
r 1
 
4.2%
w 1
 
4.2%
o 1
 
4.2%
c 1
 
4.2%
v 1
 
4.2%
Other Punctuation
ValueCountFrequency (%)
, 918
99.6%
& 3
 
0.3%
@ 1
 
0.1%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
50.0%
Ⅰ 1
50.0%
Space Separator
ValueCountFrequency (%)
4239
100.0%
Close Punctuation
ValueCountFrequency (%)
) 628
100.0%
Open Punctuation
ValueCountFrequency (%)
( 628
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 93
100.0%
Math Symbol
ValueCountFrequency (%)
~ 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 14599
56.1%
Common 11140
42.8%
Latin 261
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 956
 
6.5%
시 738
 
5.1%
연 732
 
5.0%
수 731
 
5.0%
인 702
 
4.8%
천 659
 
4.5%
송 652
 
4.5%
로 651
 
4.5%
도 635
 
4.3%
광 621
 
4.3%
Other values (256) 7522
51.5%
Latin
ValueCountFrequency (%)
B 61
23.4%
C 39
14.9%
A 20
 
7.7%
E 15
 
5.7%
L 11
 
4.2%
R 10
 
3.8%
D 10
 
3.8%
T 9
 
3.4%
S 9
 
3.4%
F 9
 
3.4%
Other values (23) 68
26.1%
Common
ValueCountFrequency (%)
4239
38.1%
1 1281
 
11.5%
, 918
 
8.2%
0 696
 
6.2%
2 676
 
6.1%
) 628
 
5.6%
( 628
 
5.6%
3 489
 
4.4%
5 325
 
2.9%
4 306
 
2.7%
Other values (8) 954
 
8.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 14599
56.1%
ASCII 11399
43.8%
Number Forms 2
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4239
37.2%
1 1281
 
11.2%
, 918
 
8.1%
0 696
 
6.1%
2 676
 
5.9%
) 628
 
5.5%
( 628
 
5.5%
3 489
 
4.3%
5 325
 
2.9%
4 306
 
2.7%
Other values (39) 1213
 
10.6%
Hangul
ValueCountFrequency (%)
동 956
 
6.5%
시 738
 
5.1%
연 732
 
5.0%
수 731
 
5.0%
인 702
 
4.8%
천 659
 
4.5%
송 652
 
4.5%
로 651
 
4.5%
도 635
 
4.3%
광 621
 
4.3%
Other values (256) 7522
51.5%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
50.0%
Ⅰ 1
50.0%

영업소전화번호
Text

MISSING 

Distinct142
Distinct (%)99.3%
Missing472
Missing (%)76.7%
Memory size4.9 KiB
2024-01-29T00:55:14.017856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length12
Mean length12.027972
Min length8

Characters and Unicode

Total characters1720
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

Unique141 ?
Unique (%)98.6%

Sample

1st row032-832-1711
2nd row032-831-6016
3rd row070-7008-2828
4th row070-7778-5482
5th row032-720-5803
ValueCountFrequency (%)
032-832-1711 2
 
1.4%
032-524-1639 1
 
0.7%
032-710-3637 1
 
0.7%
032-810-2522 1
 
0.7%
070-7435-4478 1
 
0.7%
032-831-4122 1
 
0.7%
032-858-7095 1
 
0.7%
032-817-6621 1
 
0.7%
032-867-6589 1
 
0.7%
032-813-1377 1
 
0.7%
Other values (132) 132
92.3%
2024-01-29T00:55:14.315614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 282
16.4%
3 240
14.0%
0 238
13.8%
2 223
13.0%
8 180
10.5%
1 151
8.8%
7 108
 
6.3%
5 99
 
5.8%
9 73
 
4.2%
4 65
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1438
83.6%
Dash Punctuation 282
 
16.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 240
16.7%
0 238
16.6%
2 223
15.5%
8 180
12.5%
1 151
10.5%
7 108
7.5%
5 99
6.9%
9 73
 
5.1%
4 65
 
4.5%
6 61
 
4.2%
Dash Punctuation
ValueCountFrequency (%)
- 282
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1720
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 282
16.4%
3 240
14.0%
0 238
13.8%
2 223
13.0%
8 180
10.5%
1 151
8.8%
7 108
 
6.3%
5 99
 
5.8%
9 73
 
4.2%
4 65
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1720
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 282
16.4%
3 240
14.0%
0 238
13.8%
2 223
13.0%
8 180
10.5%
1 151
8.8%
7 108
 
6.3%
5 99
 
5.8%
9 73
 
4.2%
4 65
 
3.8%

Interactions

2024-01-29T00:55:12.362862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2024-01-29T00:55:12.459299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-29T00:55:12.536488image/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
01롯데쇼핑(주)롯데슈퍼연수함박점인천광역시 연수구 비류대로433번길 11, 1층 101~107호 (연수동)<NA>
12GN 연수 송도 대리점인천광역시 연수구 앵고개로104번길 4, 준빌딩 201호 (동춘동)<NA>
23주식회사 에이치메디텍인천광역시 연수구 송도과학로 70, 송도AT센터 오피스-2505,2506호 (송도동)032-832-1711
34그린팜인천광역시 연수구 넘말로47번길 36, 상가동 1층 (선학동, 희영무지개아파트)<NA>
45(주)아성다이소 송도트리플스트리트점인천광역시 연수구 송도과학로16번길 33-3, D동 B1층 (송도동, 송도트리플스트리트)<NA>
56(주)아성다이소 인천옥련시장점인천광역시 연수구 독배로40번길 43, 102,103,201,202,203,204,205호 (옥련동, 신송빌딩)032-831-6016
67(주)아성다이소 인천송도1호점인천광역시 연수구 컨벤시아대로 55, 1,2층 123호일부,208,211,212,213,214 호 (송도동, 송도이안)<NA>
78제이엠컴퍼니인천광역시 연수구 센트럴로 313, 송도 씨워크 인테라스 한라 25층 B2512(5-5)호 (송도동)<NA>
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