Overview

Dataset statistics

Number of variables5
Number of observations212
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.6 KiB
Average record size in memory41.6 B

Variable types

Numeric1
Categorical2
Text2

Dataset

Description부산광역시남구출판사및인쇄소현황_20230913
Author부산광역시 남구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3034659

Alerts

사업체소재지(도로명) has constant value ""Constant
연번 is highly overall correlated with 업종High correlation
업종 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique

Reproduction

Analysis started2023-12-10 16:25:34.154325
Analysis finished2023-12-10 16:25:34.682470
Duration0.53 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct212
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean109.01415
Minimum1
Maximum218
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.0 KiB
2023-12-11T01:25:34.786911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile11.55
Q153.75
median107.5
Q3165.25
95-th percentile207.45
Maximum218
Range217
Interquartile range (IQR)111.5

Descriptive statistics

Standard deviation63.809215
Coefficient of variation (CV)0.58532965
Kurtosis-1.2343144
Mean109.01415
Median Absolute Deviation (MAD)56
Skewness0.020616784
Sum23111
Variance4071.6159
MonotonicityStrictly increasing
2023-12-11T01:25:34.962990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.5%
139 1
 
0.5%
141 1
 
0.5%
142 1
 
0.5%
143 1
 
0.5%
144 1
 
0.5%
146 1
 
0.5%
147 1
 
0.5%
148 1
 
0.5%
149 1
 
0.5%
Other values (202) 202
95.3%
ValueCountFrequency (%)
1 1
0.5%
2 1
0.5%
3 1
0.5%
4 1
0.5%
5 1
0.5%
6 1
0.5%
7 1
0.5%
8 1
0.5%
9 1
0.5%
10 1
0.5%
ValueCountFrequency (%)
218 1
0.5%
217 1
0.5%
216 1
0.5%
215 1
0.5%
214 1
0.5%
213 1
0.5%
212 1
0.5%
211 1
0.5%
210 1
0.5%
209 1
0.5%

업종
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
출판사
180 
인쇄사
32 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row출판사
2nd row출판사
3rd row출판사
4th row출판사
5th row출판사

Common Values

ValueCountFrequency (%)
출판사 180
84.9%
인쇄사 32
 
15.1%

Length

2023-12-11T01:25:35.101628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:25:35.221181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
출판사 180
84.9%
인쇄사 32
 
15.1%

사업체명칭
Text

Distinct201
Distinct (%)94.8%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
2023-12-11T01:25:35.488370image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length12.5
Mean length6.6179245
Min length2

Characters and Unicode

Total characters1403
Distinct characters335
Distinct categories8 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique190 ?
Unique (%)89.6%

Sample

1st row경성대학교출판부
2nd row부경대학교 출판부
3rd row도서출판 에이맨
4th row아베마리아출판사
5th row폰테고 출판사
ValueCountFrequency (%)
도서출판 12
 
4.4%
주식회사 9
 
3.3%
출판사 6
 
2.2%
디자인 4
 
1.5%
담앤북스(부산 2
 
0.7%
한길기획 2
 
0.7%
음악 2
 
0.7%
출판부 2
 
0.7%
다인커뮤니케이션 2
 
0.7%
golden 2
 
0.7%
Other values (221) 229
84.2%
2023-12-11T01:25:36.026969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
60
 
4.3%
사 45
 
3.2%
스 37
 
2.6%
판 33
 
2.4%
출 32
 
2.3%
이 31
 
2.2%
) 27
 
1.9%
( 27
 
1.9%
주 26
 
1.9%
인 25
 
1.8%
Other values (325) 1060
75.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1159
82.6%
Space Separator 60
 
4.3%
Uppercase Letter 58
 
4.1%
Lowercase Letter 57
 
4.1%
Close Punctuation 27
 
1.9%
Open Punctuation 27
 
1.9%
Other Punctuation 8
 
0.6%
Decimal Number 7
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 45
 
3.9%
스 37
 
3.2%
판 33
 
2.8%
출 32
 
2.8%
이 31
 
2.7%
주 26
 
2.2%
인 25
 
2.2%
디 22
 
1.9%
리 21
 
1.8%
서 20
 
1.7%
Other values (278) 867
74.8%
Uppercase Letter
ValueCountFrequency (%)
N 7
12.1%
O 6
10.3%
G 6
10.3%
E 5
 
8.6%
C 5
 
8.6%
J 3
 
5.2%
S 3
 
5.2%
B 3
 
5.2%
A 3
 
5.2%
D 3
 
5.2%
Other values (10) 14
24.1%
Lowercase Letter
ValueCountFrequency (%)
o 7
12.3%
d 5
 
8.8%
n 5
 
8.8%
r 5
 
8.8%
e 5
 
8.8%
a 4
 
7.0%
u 4
 
7.0%
i 3
 
5.3%
s 3
 
5.3%
l 2
 
3.5%
Other values (9) 14
24.6%
Other Punctuation
ValueCountFrequency (%)
. 4
50.0%
& 3
37.5%
/ 1
 
12.5%
Decimal Number
ValueCountFrequency (%)
2 4
57.1%
1 3
42.9%
Space Separator
ValueCountFrequency (%)
60
100.0%
Close Punctuation
ValueCountFrequency (%)
) 27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1151
82.0%
Common 129
 
9.2%
Latin 115
 
8.2%
Han 8
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 45
 
3.9%
스 37
 
3.2%
판 33
 
2.9%
출 32
 
2.8%
이 31
 
2.7%
주 26
 
2.3%
인 25
 
2.2%
디 22
 
1.9%
리 21
 
1.8%
서 20
 
1.7%
Other values (270) 859
74.6%
Latin
ValueCountFrequency (%)
o 7
 
6.1%
N 7
 
6.1%
O 6
 
5.2%
G 6
 
5.2%
E 5
 
4.3%
d 5
 
4.3%
n 5
 
4.3%
r 5
 
4.3%
C 5
 
4.3%
e 5
 
4.3%
Other values (29) 59
51.3%
Common
ValueCountFrequency (%)
60
46.5%
) 27
20.9%
( 27
20.9%
2 4
 
3.1%
. 4
 
3.1%
& 3
 
2.3%
1 3
 
2.3%
/ 1
 
0.8%
Han
ValueCountFrequency (%)
觀 1
12.5%
秀 1
12.5%
鉉 1
12.5%
地 1
12.5%
般 1
12.5%
阿 1
12.5%
法 1
12.5%
乘 1
12.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1151
82.0%
ASCII 244
 
17.4%
CJK 8
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
60
24.6%
) 27
 
11.1%
( 27
 
11.1%
o 7
 
2.9%
N 7
 
2.9%
O 6
 
2.5%
G 6
 
2.5%
E 5
 
2.0%
d 5
 
2.0%
n 5
 
2.0%
Other values (37) 89
36.5%
Hangul
ValueCountFrequency (%)
사 45
 
3.9%
스 37
 
3.2%
판 33
 
2.9%
출 32
 
2.8%
이 31
 
2.7%
주 26
 
2.3%
인 25
 
2.2%
디 22
 
1.9%
리 21
 
1.8%
서 20
 
1.7%
Other values (270) 859
74.6%
CJK
ValueCountFrequency (%)
觀 1
12.5%
秀 1
12.5%
鉉 1
12.5%
地 1
12.5%
般 1
12.5%
阿 1
12.5%
法 1
12.5%
乘 1
12.5%

사업체소재지(도로명)
Categorical

CONSTANT 

Distinct1
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
부산광역시 남구
212 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row부산광역시 남구
2nd row부산광역시 남구
3rd row부산광역시 남구
4th row부산광역시 남구
5th row부산광역시 남구

Common Values

ValueCountFrequency (%)
부산광역시 남구 212
100.0%

Length

2023-12-11T01:25:36.229445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T01:25:36.387590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
부산광역시 212
50.0%
남구 212
50.0%

전화번호
Text

Distinct106
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Memory size1.8 KiB
2023-12-11T01:25:36.717318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length10.235849
Min length8

Characters and Unicode

Total characters2170
Distinct characters20
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique93 ?
Unique (%)43.9%

Sample

1st row051)620-4355
2nd row051)620-1325
3rd row051)645-9801
4th row유선전화 미등록
5th row051)625-7373
ValueCountFrequency (%)
유선전화 95
30.9%
미등록 95
30.9%
051)624-8898 2
 
0.7%
051)646-2392 2
 
0.7%
051)626-0777 2
 
0.7%
051)624-4620 2
 
0.7%
051)244-1251 2
 
0.7%
051)248-3699 2
 
0.7%
051)464-1230 2
 
0.7%
051)632-9005 2
 
0.7%
Other values (97) 101
32.9%
2023-12-11T01:25:37.189178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 211
 
9.7%
0 201
 
9.3%
5 160
 
7.4%
6 148
 
6.8%
- 124
 
5.7%
) 110
 
5.1%
2 107
 
4.9%
선 95
 
4.4%
유 95
 
4.4%
록 95
 
4.4%
Other values (10) 824
38.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1176
54.2%
Other Letter 665
30.6%
Dash Punctuation 124
 
5.7%
Close Punctuation 110
 
5.1%
Space Separator 95
 
4.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 211
17.9%
0 201
17.1%
5 160
13.6%
6 148
12.6%
2 107
9.1%
3 81
 
6.9%
4 76
 
6.5%
8 69
 
5.9%
7 64
 
5.4%
9 59
 
5.0%
Other Letter
ValueCountFrequency (%)
선 95
14.3%
유 95
14.3%
록 95
14.3%
등 95
14.3%
미 95
14.3%
화 95
14.3%
전 95
14.3%
Dash Punctuation
ValueCountFrequency (%)
- 124
100.0%
Close Punctuation
ValueCountFrequency (%)
) 110
100.0%
Space Separator
ValueCountFrequency (%)
95
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1505
69.4%
Hangul 665
30.6%

Most frequent character per script

Common
ValueCountFrequency (%)
1 211
14.0%
0 201
13.4%
5 160
10.6%
6 148
9.8%
- 124
8.2%
) 110
7.3%
2 107
7.1%
95
6.3%
3 81
 
5.4%
4 76
 
5.0%
Other values (3) 192
12.8%
Hangul
ValueCountFrequency (%)
선 95
14.3%
유 95
14.3%
록 95
14.3%
등 95
14.3%
미 95
14.3%
화 95
14.3%
전 95
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1505
69.4%
Hangul 665
30.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 211
14.0%
0 201
13.4%
5 160
10.6%
6 148
9.8%
- 124
8.2%
) 110
7.3%
2 107
7.1%
95
6.3%
3 81
 
5.4%
4 76
 
5.0%
Other values (3) 192
12.8%
Hangul
ValueCountFrequency (%)
선 95
14.3%
유 95
14.3%
록 95
14.3%
등 95
14.3%
미 95
14.3%
화 95
14.3%
전 95
14.3%

Interactions

2023-12-11T01:25:34.420964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T01:25:37.300752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업종
연번1.0000.984
업종0.9841.000
2023-12-11T01:25:37.398638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번업종
연번1.0000.872
업종0.8721.000

Missing values

2023-12-11T01:25:34.528025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T01:25:34.630064image/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

연번업종사업체명칭사업체소재지(도로명)전화번호
01출판사경성대학교출판부부산광역시 남구051)620-4355
12출판사부경대학교 출판부부산광역시 남구051)620-1325
23출판사도서출판 에이맨부산광역시 남구051)645-9801
34출판사아베마리아출판사부산광역시 남구유선전화 미등록
45출판사폰테고 출판사부산광역시 남구051)625-7373
56출판사기러기문화원부산광역시 남구051)642-1515
67출판사(재)한국경제정책연구원부산광역시 남구051)631-8101
78출판사도서출판 논문의집부산광역시 남구051)626-8047
89출판사도서출판글초롱부산광역시 남구051)623-7733
910출판사만나출판사부산광역시 남구051)622-8536
연번업종사업체명칭사업체소재지(도로명)전화번호
202209인쇄사수애드부산광역시 남구유선전화 미등록
203210인쇄사이너스부산광역시 남구051)632-9005
204211인쇄사뜬금없는 디자인부산광역시 남구유선전화 미등록
205212인쇄사디자인G2부산광역시 남구유선전화 미등록
206213인쇄사에이엠씨부산광역시 남구051)817-9114
207214인쇄사사바이사바이부산광역시 남구유선전화 미등록
208215인쇄사디생부산광역시 남구유선전화 미등록
209216인쇄사프린츠바이지부산광역시 남구유선전화 미등록
210217인쇄사라임스토리부산광역시 남구유선전화 미등록
211218인쇄사쉐어모먼츠위드부산광역시 남구유선전화 미등록