Overview

Dataset statistics

Number of variables13
Number of observations24
Missing cells6
Missing cells (%)1.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory109.5 B

Variable types

Text1
Unsupported12

Alerts

Unnamed: 2 has 1 (4.2%) missing valuesMissing
Unnamed: 4 has 1 (4.2%) missing valuesMissing
Unnamed: 6 has 1 (4.2%) missing valuesMissing
Unnamed: 8 has 1 (4.2%) missing valuesMissing
Unnamed: 10 has 1 (4.2%) missing valuesMissing
Unnamed: 12 has 1 (4.2%) missing valuesMissing
부안해역에서 어획된 품종별 개체수 및 현존량(2015년) has unique valuesUnique
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-14 00:36:36.093452
Analysis finished2024-03-14 00:36:36.486861
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

부안해역에서 어획된 품종별 개체수 및 현존량(2015년)
Text

UNIQUE 

Distinct24
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size324.0 B
2024-03-14T09:36:36.840696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length32
Median length26.5
Mean length21.75
Min length2

Characters and Unicode

Total characters522
Distinct characters93
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique24 ?
Unique (%)100.0%

Sample

1st row일자
2nd row구분
3rd row가숭어(Chelon haematocheiius)
4th row갯가재(Oratosquilla oratoria)
5th row꽃게(Portunus trituberculatus)
ValueCountFrequency (%)
일자 1
 
2.2%
조피볼락(sebastes 1
 
2.2%
villosus 1
 
2.2%
수조기(nibea 1
 
2.2%
albiflora 1
 
2.2%
쑤기미(lmimicus 1
 
2.2%
japonicus 1
 
2.2%
어름돔(plectorhinchus 1
 
2.2%
cinctus 1
 
2.2%
양태(platycephalus 1
 
2.2%
Other values (36) 36
78.3%
2024-03-14T09:36:37.140963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
a 47
 
9.0%
i 35
 
6.7%
s 34
 
6.5%
e 29
 
5.6%
o 24
 
4.6%
n 23
 
4.4%
u 23
 
4.4%
t 22
 
4.2%
22
 
4.2%
l 22
 
4.2%
Other values (83) 241
46.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 361
69.2%
Other Letter 76
 
14.6%
Space Separator 22
 
4.2%
Close Punctuation 21
 
4.0%
Open Punctuation 21
 
4.0%
Uppercase Letter 21
 
4.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
치 3
 
3.9%
어 3
 
3.9%
기 3
 
3.9%
보 2
 
2.6%
피 2
 
2.6%
노 2
 
2.6%
돔 2
 
2.6%
미 2
 
2.6%
넙 2
 
2.6%
대 2
 
2.6%
Other values (46) 53
69.7%
Lowercase Letter
ValueCountFrequency (%)
a 47
13.0%
i 35
9.7%
s 34
9.4%
e 29
 
8.0%
o 24
 
6.6%
n 23
 
6.4%
u 23
 
6.4%
t 22
 
6.1%
l 22
 
6.1%
r 19
 
5.3%
Other values (15) 83
23.0%
Uppercase Letter
ValueCountFrequency (%)
P 6
28.6%
S 4
19.0%
C 3
14.3%
H 3
14.3%
N 1
 
4.8%
R 1
 
4.8%
G 1
 
4.8%
O 1
 
4.8%
Z 1
 
4.8%
Space Separator
ValueCountFrequency (%)
22
100.0%
Close Punctuation
ValueCountFrequency (%)
) 21
100.0%
Open Punctuation
ValueCountFrequency (%)
( 21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 382
73.2%
Hangul 76
 
14.6%
Common 64
 
12.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
치 3
 
3.9%
어 3
 
3.9%
기 3
 
3.9%
보 2
 
2.6%
피 2
 
2.6%
노 2
 
2.6%
돔 2
 
2.6%
미 2
 
2.6%
넙 2
 
2.6%
대 2
 
2.6%
Other values (46) 53
69.7%
Latin
ValueCountFrequency (%)
a 47
12.3%
i 35
 
9.2%
s 34
 
8.9%
e 29
 
7.6%
o 24
 
6.3%
n 23
 
6.0%
u 23
 
6.0%
t 22
 
5.8%
l 22
 
5.8%
r 19
 
5.0%
Other values (24) 104
27.2%
Common
ValueCountFrequency (%)
22
34.4%
) 21
32.8%
( 21
32.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 445
85.2%
Hangul 76
 
14.6%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 47
 
10.6%
i 35
 
7.9%
s 34
 
7.6%
e 29
 
6.5%
o 24
 
5.4%
n 23
 
5.2%
u 23
 
5.2%
t 22
 
4.9%
22
 
4.9%
l 22
 
4.9%
Other values (26) 164
36.9%
Hangul
ValueCountFrequency (%)
치 3
 
3.9%
어 3
 
3.9%
기 3
 
3.9%
보 2
 
2.6%
피 2
 
2.6%
노 2
 
2.6%
돔 2
 
2.6%
미 2
 
2.6%
넙 2
 
2.6%
대 2
 
2.6%
Other values (46) 53
69.7%
None
ValueCountFrequency (%)
ü 1
100.0%

Unnamed: 1
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size324.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)4.2%
Memory size324.0 B

Unnamed: 3
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size324.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)4.2%
Memory size324.0 B

Unnamed: 5
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size324.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)4.2%
Memory size324.0 B

Unnamed: 7
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size324.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)4.2%
Memory size324.0 B

Unnamed: 9
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size324.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)4.2%
Memory size324.0 B

Unnamed: 11
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size324.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)4.2%
Memory size324.0 B

Missing values

2024-03-14T09:36:36.191901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T09:36:36.328996image/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.
2024-03-14T09:36:36.429224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

부안해역에서 어획된 품종별 개체수 및 현존량(2015년)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12
0일자3월NaN5월NaN7월NaN9월NaN11월NaN합계NaN
1구분개체수(마리)현존량(㎏)개체수(마리)현존량(㎏)개체수(마리)현존량(㎏)개체수(마리)현존량(㎏)개체수(마리)현존량(㎏)개체수(마리)현존량(㎏)
2가숭어(Chelon haematocheiius)11.8523.935.75
3갯가재(Oratosquilla oratoria)130.6130.6
4꽃게(Portunus trituberculatus)1098.8539.116217.9
5날매퉁이(Saurida elongata)20.6520.65
6노랑각시서대(Zebrias fasciatus)10.110.1
7넙치(Paralichthys olivadeus)50.750.7
8동갈돗돔(Hapalogenys nitens)10.210.2
9민꽃게(Charybdis japonica)373.31492.190.9956.31
부안해역에서 어획된 품종별 개체수 및 현존량(2015년)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12
14수조기(Nibea albiflora)10.310.3
15쑤기미(lmimicus japonicus)20.3281.1101.42
16어름돔(Plectorhinchus cinctus)10.0410.04
17양태(Platycephalus indicus)10.520.631.1
18조피볼락(Sebastes schlegelii)10.1360.710.120.7101.63
19쥐노래미(Hexagrammos otakii)10.410.4
20참갑오징어(Sepia esculenta)62.8962.89
21참서대(Cynoglossus joyneri Günther)70.670.6
22피뿔고둥(Rapana venosa)40.6340.63
23합계163.07507.2819414.996111.05217.234243.59