Overview

Dataset statistics

Number of variables4
Number of observations166
Missing cells5
Missing cells (%)0.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.5 KiB
Average record size in memory33.8 B

Variable types

Numeric1
Text3

Dataset

Description약국현황_20200914
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3075588

Alerts

전화번호 has 5 (3.0%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:51:02.223509
Analysis finished2023-12-10 16:51:03.445083
Duration1.22 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct166
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean83.5
Minimum1
Maximum166
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 KiB
2023-12-11T01:51:03.571163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile9.25
Q142.25
median83.5
Q3124.75
95-th percentile157.75
Maximum166
Range165
Interquartile range (IQR)82.5

Descriptive statistics

Standard deviation48.064193
Coefficient of variation (CV)0.57561908
Kurtosis-1.2
Mean83.5
Median Absolute Deviation (MAD)41.5
Skewness0
Sum13861
Variance2310.1667
MonotonicityStrictly increasing
2023-12-11T01:51:03.876424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.6%
106 1
 
0.6%
108 1
 
0.6%
109 1
 
0.6%
110 1
 
0.6%
111 1
 
0.6%
112 1
 
0.6%
113 1
 
0.6%
114 1
 
0.6%
115 1
 
0.6%
Other values (156) 156
94.0%
ValueCountFrequency (%)
1 1
0.6%
2 1
0.6%
3 1
0.6%
4 1
0.6%
5 1
0.6%
6 1
0.6%
7 1
0.6%
8 1
0.6%
9 1
0.6%
10 1
0.6%
ValueCountFrequency (%)
166 1
0.6%
165 1
0.6%
164 1
0.6%
163 1
0.6%
162 1
0.6%
161 1
0.6%
160 1
0.6%
159 1
0.6%
158 1
0.6%
157 1
0.6%

약국명칭
Text

Distinct156
Distinct (%)94.0%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
2023-12-11T01:51:04.341862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length8
Mean length4.8795181
Min length3

Characters and Unicode

Total characters810
Distinct characters177
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique146 ?
Unique (%)88.0%

Sample

1st row장산3층약국
2nd row정문약국
3rd row동산약국
4th row더좋은약사와약국
5th row소나무약국
ValueCountFrequency (%)
장산약국 2
 
1.2%
성심약국 2
 
1.2%
참사랑약국 2
 
1.2%
미술관옆약국 2
 
1.2%
아름약국 2
 
1.2%
행복한약국 2
 
1.2%
초록약국 2
 
1.2%
화목2층약국 2
 
1.2%
하나약국 2
 
1.2%
센텀중앙약국 2
 
1.2%
Other values (149) 149
88.2%
2023-12-11T01:51:05.011096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
약 168
20.7%
국 167
20.6%
리 15
 
1.9%
센 13
 
1.6%
텀 12
 
1.5%
한 11
 
1.4%
동 10
 
1.2%
온 10
 
1.2%
인 9
 
1.1%
신 9
 
1.1%
Other values (167) 386
47.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 803
99.1%
Decimal Number 4
 
0.5%
Space Separator 3
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
약 168
20.9%
국 167
20.8%
리 15
 
1.9%
센 13
 
1.6%
텀 12
 
1.5%
한 11
 
1.4%
동 10
 
1.2%
온 10
 
1.2%
인 9
 
1.1%
신 9
 
1.1%
Other values (163) 379
47.2%
Decimal Number
ValueCountFrequency (%)
2 2
50.0%
3 1
25.0%
1 1
25.0%
Space Separator
ValueCountFrequency (%)
3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 803
99.1%
Common 7
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
약 168
20.9%
국 167
20.8%
리 15
 
1.9%
센 13
 
1.6%
텀 12
 
1.5%
한 11
 
1.4%
동 10
 
1.2%
온 10
 
1.2%
인 9
 
1.1%
신 9
 
1.1%
Other values (163) 379
47.2%
Common
ValueCountFrequency (%)
3
42.9%
2 2
28.6%
3 1
 
14.3%
1 1
 
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 803
99.1%
ASCII 7
 
0.9%

Most frequent character per block

Hangul
ValueCountFrequency (%)
약 168
20.9%
국 167
20.8%
리 15
 
1.9%
센 13
 
1.6%
텀 12
 
1.5%
한 11
 
1.4%
동 10
 
1.2%
온 10
 
1.2%
인 9
 
1.1%
신 9
 
1.1%
Other values (163) 379
47.2%
ASCII
ValueCountFrequency (%)
3
42.9%
2 2
28.6%
3 1
 
14.3%
1 1
 
14.3%

소재지(도로명)
Text

Distinct162
Distinct (%)97.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
2023-12-11T01:51:05.381740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length53
Median length40
Mean length32.813253
Min length22

Characters and Unicode

Total characters5447
Distinct characters179
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

Unique158 ?
Unique (%)95.2%

Sample

1st row부산광역시 해운대구 세실로 64, 303호 (좌동, 화목데파트)
2nd row부산광역시 해운대구 신반송로 180, 1층 (반송동)
3rd row부산광역시 해운대구 재반로 169, 1층 (재송동)
4th row부산광역시 해운대구 구남로29번길 9 (중동)
5th row부산광역시 해운대구 해운대로 133 (재송동)
ValueCountFrequency (%)
부산광역시 166
 
16.2%
해운대구 166
 
16.2%
좌동 38
 
3.7%
우동 36
 
3.5%
반여동 30
 
2.9%
재송동 24
 
2.3%
1층 21
 
2.0%
해운대로 20
 
1.9%
반송동 20
 
1.9%
재반로 19
 
1.9%
Other values (299) 486
47.4%
2023-12-11T01:51:06.039418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
860
 
15.8%
1 232
 
4.3%
동 218
 
4.0%
대 215
 
3.9%
해 207
 
3.8%
운 207
 
3.8%
시 176
 
3.2%
구 173
 
3.2%
산 173
 
3.2%
부 170
 
3.1%
Other values (169) 2816
51.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 3267
60.0%
Space Separator 860
 
15.8%
Decimal Number 797
 
14.6%
Close Punctuation 166
 
3.0%
Open Punctuation 166
 
3.0%
Other Punctuation 165
 
3.0%
Dash Punctuation 18
 
0.3%
Uppercase Letter 5
 
0.1%
Lowercase Letter 2
 
< 0.1%
Math Symbol 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 218
 
6.7%
대 215
 
6.6%
해 207
 
6.3%
운 207
 
6.3%
시 176
 
5.4%
구 173
 
5.3%
산 173
 
5.3%
부 170
 
5.2%
광 167
 
5.1%
역 166
 
5.1%
Other values (147) 1395
42.7%
Decimal Number
ValueCountFrequency (%)
1 232
29.1%
2 110
13.8%
0 108
13.6%
3 68
 
8.5%
4 61
 
7.7%
6 54
 
6.8%
9 45
 
5.6%
7 44
 
5.5%
5 42
 
5.3%
8 33
 
4.1%
Uppercase Letter
ValueCountFrequency (%)
B 2
40.0%
I 1
20.0%
S 1
20.0%
F 1
20.0%
Lowercase Letter
ValueCountFrequency (%)
s 1
50.0%
i 1
50.0%
Space Separator
ValueCountFrequency (%)
860
100.0%
Close Punctuation
ValueCountFrequency (%)
) 166
100.0%
Open Punctuation
ValueCountFrequency (%)
( 166
100.0%
Other Punctuation
ValueCountFrequency (%)
, 165
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 3267
60.0%
Common 2173
39.9%
Latin 7
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 218
 
6.7%
대 215
 
6.6%
해 207
 
6.3%
운 207
 
6.3%
시 176
 
5.4%
구 173
 
5.3%
산 173
 
5.3%
부 170
 
5.2%
광 167
 
5.1%
역 166
 
5.1%
Other values (147) 1395
42.7%
Common
ValueCountFrequency (%)
860
39.6%
1 232
 
10.7%
) 166
 
7.6%
( 166
 
7.6%
, 165
 
7.6%
2 110
 
5.1%
0 108
 
5.0%
3 68
 
3.1%
4 61
 
2.8%
6 54
 
2.5%
Other values (6) 183
 
8.4%
Latin
ValueCountFrequency (%)
B 2
28.6%
I 1
14.3%
s 1
14.3%
S 1
14.3%
i 1
14.3%
F 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 3267
60.0%
ASCII 2180
40.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
860
39.4%
1 232
 
10.6%
) 166
 
7.6%
( 166
 
7.6%
, 165
 
7.6%
2 110
 
5.0%
0 108
 
5.0%
3 68
 
3.1%
4 61
 
2.8%
6 54
 
2.5%
Other values (12) 190
 
8.7%
Hangul
ValueCountFrequency (%)
동 218
 
6.7%
대 215
 
6.6%
해 207
 
6.3%
운 207
 
6.3%
시 176
 
5.4%
구 173
 
5.3%
산 173
 
5.3%
부 170
 
5.2%
광 167
 
5.1%
역 166
 
5.1%
Other values (147) 1395
42.7%

전화번호
Text

MISSING 

Distinct156
Distinct (%)96.9%
Missing5
Missing (%)3.0%
Memory size1.4 KiB
2023-12-11T01:51:06.467675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length11.304348
Min length8

Characters and Unicode

Total characters1820
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

Unique152 ?
Unique (%)94.4%

Sample

1st row051-710-6669
2nd row051-784-7552
3rd row051-744-5999
4th row051-784-8999
5th row051-746-8831
ValueCountFrequency (%)
051-744-7275 3
 
1.9%
529-7515 2
 
1.2%
051-744-5501 2
 
1.2%
051-701-8608 2
 
1.2%
051-744-2028 1
 
0.6%
051-915-8500 1
 
0.6%
051-544-4949 1
 
0.6%
051-542-8290 1
 
0.6%
701-7987 1
 
0.6%
703-0801 1
 
0.6%
Other values (146) 146
90.7%
2023-12-11T01:51:07.216807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 294
16.2%
0 270
14.8%
5 252
13.8%
1 234
12.9%
7 183
10.1%
4 163
9.0%
2 103
 
5.7%
8 101
 
5.5%
3 79
 
4.3%
6 73
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1526
83.8%
Dash Punctuation 294
 
16.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 270
17.7%
5 252
16.5%
1 234
15.3%
7 183
12.0%
4 163
10.7%
2 103
 
6.7%
8 101
 
6.6%
3 79
 
5.2%
6 73
 
4.8%
9 68
 
4.5%
Dash Punctuation
ValueCountFrequency (%)
- 294
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1820
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 294
16.2%
0 270
14.8%
5 252
13.8%
1 234
12.9%
7 183
10.1%
4 163
9.0%
2 103
 
5.7%
8 101
 
5.5%
3 79
 
4.3%
6 73
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1820
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 294
16.2%
0 270
14.8%
5 252
13.8%
1 234
12.9%
7 183
10.1%
4 163
9.0%
2 103
 
5.7%
8 101
 
5.5%
3 79
 
4.3%
6 73
 
4.0%

Interactions

2023-12-11T01:51:03.039609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Missing values

2023-12-11T01:51:03.235113image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:51:03.388939image/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

순번약국명칭소재지(도로명)전화번호
01장산3층약국부산광역시 해운대구 세실로 64, 303호 (좌동, 화목데파트)<NA>
12정문약국부산광역시 해운대구 신반송로 180, 1층 (반송동)051-710-6669
23동산약국부산광역시 해운대구 재반로 169, 1층 (재송동)051-784-7552
34더좋은약사와약국부산광역시 해운대구 구남로29번길 9 (중동)051-744-5999
45소나무약국부산광역시 해운대구 해운대로 133 (재송동)051-784-8999
56해운메디약국부산광역시 해운대구 해운대로 602, 102호 (우동)051-746-8831
67하늘온누리약국부산광역시 해운대구 재반로 221-1, 1층 (반여동)051-912-4242
78새열린약국부산광역시 해운대구 좌동순환로 275, 상가동 106호 (좌동, 대우2차아파트)051-704-7533
89메이플약국부산광역시 해운대구 해운대로 814, 세종월드프라자 B동 428호 (좌동)051-703-2684
910화인약국부산광역시 해운대구 해운대로 802, 웅신시네아트 415호 (좌동)<NA>
순번약국명칭소재지(도로명)전화번호
156157송정약국부산광역시 해운대구 송정중앙로 29, 뉴송정하우스 1층 (송정동)051-703-4356
157158성심약국부산광역시 해운대구 우동1로20번길 63 (우동)051-743-3158
158159친절한약국부산광역시 해운대구 아랫반송로 57 (반송동)051-544-8063
159160영진약국부산광역시 해운대구 윗반송로51번길 112 (반송동)051-542-4401
160161성심약국부산광역시 해운대구 반송로924번길 14 (반송동)051-542-9000
161162유민약국부산광역시 해운대구 윗반송로51번길 178 (반송동)051-542-8290
162163대우약국부산광역시 해운대구 선수촌로165번길 7 (반여동)051-523-0634
163164동신약국부산광역시 해운대구 중동1로 16 (우동)051-746-2782
164165수도약국부산광역시 해운대구 우동2로 58 (우동)051-742-3646
165166효원약국부산광역시 해운대구 재반로256번길 15 (반여동)051-783-1180