Overview

Dataset statistics

Number of variables4
Number of observations68
Missing cells2
Missing cells (%)0.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory34.9 B

Variable types

Numeric1
Text3

Dataset

Description부산광역시기장군약국현황_20230210
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15053853

Alerts

약국전화번호 has 2 (2.9%) missing valuesMissing
순번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 15:59:32.448396
Analysis finished2023-12-10 15:59:35.127639
Duration2.68 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct68
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.5
Minimum1
Maximum68
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size744.0 B
2023-12-11T00:59:35.250992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile4.35
Q117.75
median34.5
Q351.25
95-th percentile64.65
Maximum68
Range67
Interquartile range (IQR)33.5

Descriptive statistics

Standard deviation19.77372
Coefficient of variation (CV)0.5731513
Kurtosis-1.2
Mean34.5
Median Absolute Deviation (MAD)17
Skewness0
Sum2346
Variance391
MonotonicityStrictly increasing
2023-12-11T00:59:35.488645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.5%
45 1
 
1.5%
51 1
 
1.5%
50 1
 
1.5%
49 1
 
1.5%
48 1
 
1.5%
47 1
 
1.5%
46 1
 
1.5%
44 1
 
1.5%
36 1
 
1.5%
Other values (58) 58
85.3%
ValueCountFrequency (%)
1 1
1.5%
2 1
1.5%
3 1
1.5%
4 1
1.5%
5 1
1.5%
6 1
1.5%
7 1
1.5%
8 1
1.5%
9 1
1.5%
10 1
1.5%
ValueCountFrequency (%)
68 1
1.5%
67 1
1.5%
66 1
1.5%
65 1
1.5%
64 1
1.5%
63 1
1.5%
62 1
1.5%
61 1
1.5%
60 1
1.5%
59 1
1.5%

약국명칭
Text

Distinct65
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Memory size676.0 B
2023-12-11T00:59:35.874671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length4.9852941
Min length3

Characters and Unicode

Total characters339
Distinct characters108
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

Unique62 ?
Unique (%)91.2%

Sample

1st row사송약국
2nd row정담한약국
3rd row금성당약국
4th row무지개약국
5th row휴베이스정약국
ValueCountFrequency (%)
메디칼약국 2
 
2.7%
약국 2
 
2.7%
중앙약국 2
 
2.7%
하나약국 2
 
2.7%
롯데약국 1
 
1.4%
건강약국 1
 
1.4%
사송약국 1
 
1.4%
신중앙 1
 
1.4%
시장약국 1
 
1.4%
튼튼약국 1
 
1.4%
Other values (59) 59
80.8%
2023-12-11T00:59:36.426685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
약 68
20.1%
국 68
20.1%
리 10
 
2.9%
정 6
 
1.8%
5
 
1.5%
누 5
 
1.5%
한 5
 
1.5%
일 5
 
1.5%
신 4
 
1.2%
온 4
 
1.2%
Other values (98) 159
46.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 331
97.6%
Space Separator 5
 
1.5%
Decimal Number 3
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
약 68
20.5%
국 68
20.5%
리 10
 
3.0%
정 6
 
1.8%
누 5
 
1.5%
한 5
 
1.5%
일 5
 
1.5%
신 4
 
1.2%
온 4
 
1.2%
디 4
 
1.2%
Other values (94) 152
45.9%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
5 1
33.3%
3 1
33.3%
Space Separator
ValueCountFrequency (%)
5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 331
97.6%
Common 8
 
2.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
약 68
20.5%
국 68
20.5%
리 10
 
3.0%
정 6
 
1.8%
누 5
 
1.5%
한 5
 
1.5%
일 5
 
1.5%
신 4
 
1.2%
온 4
 
1.2%
디 4
 
1.2%
Other values (94) 152
45.9%
Common
ValueCountFrequency (%)
5
62.5%
1 1
 
12.5%
5 1
 
12.5%
3 1
 
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 331
97.6%
ASCII 8
 
2.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
약 68
20.5%
국 68
20.5%
리 10
 
3.0%
정 6
 
1.8%
누 5
 
1.5%
한 5
 
1.5%
일 5
 
1.5%
신 4
 
1.2%
온 4
 
1.2%
디 4
 
1.2%
Other values (94) 152
45.9%
ASCII
ValueCountFrequency (%)
5
62.5%
1 1
 
12.5%
5 1
 
12.5%
3 1
 
12.5%

약국전화번호
Text

MISSING 

Distinct65
Distinct (%)98.5%
Missing2
Missing (%)2.9%
Memory size676.0 B
2023-12-11T00:59:36.806830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length12.015152
Min length12

Characters and Unicode

Total characters793
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

Unique64 ?
Unique (%)97.0%

Sample

1st row051-589-3377
2nd row051-724-4245
3rd row051-724-2141
4th row051-723-3252
5th row051-722-0215
ValueCountFrequency (%)
051-723-2080 2
 
3.0%
051-721-0034 1
 
1.5%
051-723-5577 1
 
1.5%
051-721-2367 1
 
1.5%
051-727-7717 1
 
1.5%
051-728-2727 1
 
1.5%
051-721-4440 1
 
1.5%
051-724-7580 1
 
1.5%
051-727-7518 1
 
1.5%
051-728-6123 1
 
1.5%
Other values (55) 55
83.3%
2023-12-11T00:59:37.358993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 132
16.6%
7 112
14.1%
2 104
13.1%
1 103
13.0%
0 102
12.9%
5 96
12.1%
8 46
 
5.8%
3 32
 
4.0%
4 30
 
3.8%
6 23
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 661
83.4%
Dash Punctuation 132
 
16.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
7 112
16.9%
2 104
15.7%
1 103
15.6%
0 102
15.4%
5 96
14.5%
8 46
7.0%
3 32
 
4.8%
4 30
 
4.5%
6 23
 
3.5%
9 13
 
2.0%
Dash Punctuation
ValueCountFrequency (%)
- 132
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 793
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
- 132
16.6%
7 112
14.1%
2 104
13.1%
1 103
13.0%
0 102
12.9%
5 96
12.1%
8 46
 
5.8%
3 32
 
4.0%
4 30
 
3.8%
6 23
 
2.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 793
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 132
16.6%
7 112
14.1%
2 104
13.1%
1 103
13.0%
0 102
12.9%
5 96
12.1%
8 46
 
5.8%
3 32
 
4.0%
4 30
 
3.8%
6 23
 
2.9%

약국소재지(도로명)
Text

Distinct67
Distinct (%)98.5%
Missing0
Missing (%)0.0%
Memory size676.0 B
2023-12-11T00:59:37.768729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length41
Median length35
Mean length26.970588
Min length20

Characters and Unicode

Total characters1834
Distinct characters115
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique66 ?
Unique (%)97.1%

Sample

1st row부산광역시 기장군 철마면 여락송정로 324, 사송약국
2nd row부산광역시 기장군 기장읍 차성로 204-1, 202호 (우원빌라)
3rd row부산광역시 기장군 철마면 여락송정로 334, 금성당약국
4th row부산광역시 기장군 일광읍 해빛6로 85-16, 청보리더스 102호
5th row부산광역시 기장군 일광읍 해빛1로 74, 일광골드타워 1층 109호
ValueCountFrequency (%)
부산광역시 68
16.8%
기장군 68
16.8%
기장읍 27
 
6.7%
1층 14
 
3.5%
정관읍 14
 
3.5%
정관로 14
 
3.5%
읍내로 9
 
2.2%
정관면 9
 
2.2%
일광읍 8
 
2.0%
장안읍 7
 
1.7%
Other values (123) 166
41.1%
2023-12-11T00:59:38.383457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
336
18.3%
장 107
 
5.8%
기 100
 
5.5%
1 84
 
4.6%
광 81
 
4.4%
산 71
 
3.9%
부 70
 
3.8%
역 68
 
3.7%
시 68
 
3.7%
군 68
 
3.7%
Other values (105) 781
42.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1151
62.8%
Space Separator 336
 
18.3%
Decimal Number 285
 
15.5%
Other Punctuation 38
 
2.1%
Open Punctuation 8
 
0.4%
Close Punctuation 8
 
0.4%
Dash Punctuation 7
 
0.4%
Letter Number 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 107
 
9.3%
기 100
 
8.7%
광 81
 
7.0%
산 71
 
6.2%
부 70
 
6.1%
역 68
 
5.9%
시 68
 
5.9%
군 68
 
5.9%
읍 65
 
5.6%
로 64
 
5.6%
Other values (89) 389
33.8%
Decimal Number
ValueCountFrequency (%)
1 84
29.5%
0 42
14.7%
3 27
 
9.5%
5 25
 
8.8%
6 23
 
8.1%
4 20
 
7.0%
2 19
 
6.7%
7 17
 
6.0%
9 15
 
5.3%
8 13
 
4.6%
Space Separator
ValueCountFrequency (%)
336
100.0%
Other Punctuation
ValueCountFrequency (%)
, 38
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1151
62.8%
Common 682
37.2%
Latin 1
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 107
 
9.3%
기 100
 
8.7%
광 81
 
7.0%
산 71
 
6.2%
부 70
 
6.1%
역 68
 
5.9%
시 68
 
5.9%
군 68
 
5.9%
읍 65
 
5.6%
로 64
 
5.6%
Other values (89) 389
33.8%
Common
ValueCountFrequency (%)
336
49.3%
1 84
 
12.3%
0 42
 
6.2%
, 38
 
5.6%
3 27
 
4.0%
5 25
 
3.7%
6 23
 
3.4%
4 20
 
2.9%
2 19
 
2.8%
7 17
 
2.5%
Other values (5) 51
 
7.5%
Latin
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1151
62.8%
ASCII 682
37.2%
Number Forms 1
 
0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
336
49.3%
1 84
 
12.3%
0 42
 
6.2%
, 38
 
5.6%
3 27
 
4.0%
5 25
 
3.7%
6 23
 
3.4%
4 20
 
2.9%
2 19
 
2.8%
7 17
 
2.5%
Other values (5) 51
 
7.5%
Hangul
ValueCountFrequency (%)
장 107
 
9.3%
기 100
 
8.7%
광 81
 
7.0%
산 71
 
6.2%
부 70
 
6.1%
역 68
 
5.9%
시 68
 
5.9%
군 68
 
5.9%
읍 65
 
5.6%
로 64
 
5.6%
Other values (89) 389
33.8%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%

Interactions

2023-12-11T00:59:34.700899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T00:59:38.546480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번약국명칭약국전화번호약국소재지(도로명)
순번1.0000.9371.0001.000
약국명칭0.9371.0001.0001.000
약국전화번호1.0001.0001.0001.000
약국소재지(도로명)1.0001.0001.0001.000

Missing values

2023-12-11T00:59:34.939095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T00:59:35.068666image/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

순번약국명칭약국전화번호약국소재지(도로명)
01사송약국<NA>부산광역시 기장군 철마면 여락송정로 324, 사송약국
12정담한약국<NA>부산광역시 기장군 기장읍 차성로 204-1, 202호 (우원빌라)
23금성당약국051-589-3377부산광역시 기장군 철마면 여락송정로 334, 금성당약국
34무지개약국051-724-4245부산광역시 기장군 일광읍 해빛6로 85-16, 청보리더스 102호
45휴베이스정약국051-724-2141부산광역시 기장군 일광읍 해빛1로 74, 일광골드타워 1층 109호
56일광역프라자약국051-723-3252부산광역시 기장군 일광읍 해송4로 17, 101호
67스타약국051-722-0215부산광역시 기장군 기장읍 읍내로 105, 1층
78일광약국051-722-1021부산광역시 기장군 일광읍 해빛1로 5, 센텀타워 제1층 제103호
89삼성온누리약국051-721-1005부산광역시 기장군 기장읍 차성동로116번길 5, 꽃나라꽃집 1층
910바른약국051-727-5123부산광역시 기장군 장안읍 해맞이로 9, 1층
순번약국명칭약국전화번호약국소재지(도로명)
5859제일약국051-727-6991부산광역시 기장군 정관면 정관로 560
5960대변약국051-721-6008부산광역시 기장군 기장읍 기장해안로 581-1, 대변약국
6061진약국051-722-0686부산광역시 기장군 기장읍 읍내로 96
6162미래약국051-724-3810부산광역시 기장군 기장읍 읍내로 93
6263정한약국051-724-1544부산광역시 기장군 기장읍 대청로72번길 5
6364건강약국051-722-8861부산광역시 기장군 기장읍 차성동로 69
6465롯데약국051-724-0152부산광역시 기장군 기장읍 차성동로 74
6566인화약국051-728-5520부산광역시 기장군 정관읍 정관덕산길 36 (예림전기조명)
6667길약국051-722-0665부산광역시 기장군 기장읍 대청로35번길 66
6768중앙약국051-727-0063부산광역시 기장군 장안읍 좌천로 30-1