Overview

Dataset statistics

Number of variables13
Number of observations34
Missing cells6
Missing cells (%)1.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.6 KiB
Average record size in memory107.9 B

Variable types

Text1
Unsupported12

Alerts

Unnamed: 2 has 1 (2.9%) missing valuesMissing
Unnamed: 4 has 1 (2.9%) missing valuesMissing
Unnamed: 6 has 1 (2.9%) missing valuesMissing
Unnamed: 8 has 1 (2.9%) missing valuesMissing
Unnamed: 10 has 1 (2.9%) missing valuesMissing
Unnamed: 12 has 1 (2.9%) missing valuesMissing
부안해역에서 어획된 품종별 개체수 및 현존량(2013년) 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 00:07:28.257694
Analysis finished2024-03-14 00:07:28.925325
Duration0.67 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

부안해역에서 어획된 품종별 개체수 및 현존량(2013년)
Text

UNIQUE 

Distinct34
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size404.0 B
2024-03-14T09:07:29.093540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length30
Median length27
Mean length22.176471
Min length2

Characters and Unicode

Total characters754
Distinct characters105
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique34 ?
Unique (%)100.0%

Sample

1st row일자
2nd row구분
3rd row조피볼락(Sebastes schlegelii)
4th row황해볼락(Sebastes koreanus)
5th row개볼락(Sebastes pachycephalus)
ValueCountFrequency (%)
일자 1
 
1.5%
삼치(scomberomorus 1
 
1.5%
창꼬치(sphyraena 1
 
1.5%
obtusata 1
 
1.5%
피뿔고둥(rapana 1
 
1.5%
venosa 1
 
1.5%
참갑오징어(sepia 1
 
1.5%
esculenta 1
 
1.5%
대하(penaeus 1
 
1.5%
chinensis 1
 
1.5%
Other values (55) 55
84.6%
2024-03-14T09:07:29.463732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
a 64
 
8.5%
s 57
 
7.6%
e 47
 
6.2%
i 44
 
5.8%
o 39
 
5.2%
u 38
 
5.0%
n 34
 
4.5%
31
 
4.1%
) 31
 
4.1%
( 31
 
4.1%
Other values (95) 338
44.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 527
69.9%
Other Letter 103
 
13.7%
Space Separator 31
 
4.1%
Close Punctuation 31
 
4.1%
Open Punctuation 31
 
4.1%
Uppercase Letter 31
 
4.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
치 8
 
7.8%
가 5
 
4.9%
어 4
 
3.9%
미 4
 
3.9%
락 3
 
2.9%
볼 3
 
2.9%
자 3
 
2.9%
기 3
 
2.9%
삼 2
 
1.9%
조 2
 
1.9%
Other values (57) 66
64.1%
Lowercase Letter
ValueCountFrequency (%)
a 64
12.1%
s 57
10.8%
e 47
 
8.9%
i 44
 
8.3%
o 39
 
7.4%
u 38
 
7.2%
n 34
 
6.5%
l 29
 
5.5%
t 28
 
5.3%
r 26
 
4.9%
Other values (14) 121
23.0%
Uppercase Letter
ValueCountFrequency (%)
P 9
29.0%
S 8
25.8%
C 4
12.9%
H 3
 
9.7%
O 1
 
3.2%
N 1
 
3.2%
T 1
 
3.2%
K 1
 
3.2%
I 1
 
3.2%
Z 1
 
3.2%
Space Separator
ValueCountFrequency (%)
31
100.0%
Close Punctuation
ValueCountFrequency (%)
) 31
100.0%
Open Punctuation
ValueCountFrequency (%)
( 31
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 558
74.0%
Hangul 103
 
13.7%
Common 93
 
12.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
치 8
 
7.8%
가 5
 
4.9%
어 4
 
3.9%
미 4
 
3.9%
락 3
 
2.9%
볼 3
 
2.9%
자 3
 
2.9%
기 3
 
2.9%
삼 2
 
1.9%
조 2
 
1.9%
Other values (57) 66
64.1%
Latin
ValueCountFrequency (%)
a 64
11.5%
s 57
 
10.2%
e 47
 
8.4%
i 44
 
7.9%
o 39
 
7.0%
u 38
 
6.8%
n 34
 
6.1%
l 29
 
5.2%
t 28
 
5.0%
r 26
 
4.7%
Other values (25) 152
27.2%
Common
ValueCountFrequency (%)
31
33.3%
) 31
33.3%
( 31
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 651
86.3%
Hangul 103
 
13.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 64
 
9.8%
s 57
 
8.8%
e 47
 
7.2%
i 44
 
6.8%
o 39
 
6.0%
u 38
 
5.8%
n 34
 
5.2%
31
 
4.8%
) 31
 
4.8%
( 31
 
4.8%
Other values (28) 235
36.1%
Hangul
ValueCountFrequency (%)
치 8
 
7.8%
가 5
 
4.9%
어 4
 
3.9%
미 4
 
3.9%
락 3
 
2.9%
볼 3
 
2.9%
자 3
 
2.9%
기 3
 
2.9%
삼 2
 
1.9%
조 2
 
1.9%
Other values (57) 66
64.1%

Unnamed: 1
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size404.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)2.9%
Memory size404.0 B

Unnamed: 3
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size404.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)2.9%
Memory size404.0 B

Unnamed: 5
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size404.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)2.9%
Memory size404.0 B

Unnamed: 7
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size404.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)2.9%
Memory size404.0 B

Unnamed: 9
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size404.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)2.9%
Memory size404.0 B

Unnamed: 11
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size404.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)2.9%
Memory size404.0 B

Missing values

2024-03-14T09:07:28.393331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T09:07:28.774777image/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.
2024-03-14T09:07:28.871846image/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(2013년)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(㎏)
2조피볼락(Sebastes schlegelii)20.720.43130.381.7184.1
3황해볼락(Sebastes koreanus)30.220.1------50.3
4개볼락(Sebastes pachycephalus)--------10.110.1
5쑤기미(Inimicus japonicus)--10.651.161.2--122.9
6삼세기(Hemitripterus villosus)1910.7------42.32313
7노래미(Hexagrammos agrammus)30.971.210.2----112.3
8넙치(Paralichthys olivadeus)----20.551.351.4123.2
9별넙치(Pseudorhombus cinnamoneus)----120.6----120.6
부안해역에서 어획된 품종별 개체수 및 현존량(2013년)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12
24말쥐치(Thamnaconus modestus)--10.210.2----20.4
25웅어(Coili nasus)10.1--------10.1
26날매퉁이(Saurida elongata)----21----21
27꽃게(Portunus trituberculatus)----424.2385.410.1819.7
28민꽃게(Charybdis japonica)30.230.3573.8100.950.9786.1
29갯가재(Oratosquilla oratoria)551.220.180.520.1--671.9
30대하(Penaeus chinensis)--10.1------10.1
31참갑오징어(Sepia esculenta)--83.310.3----93.6
32피뿔고둥(Rapana venosa)--61.4233.561.191.4447.4
33합계9529.7399.217521.49017.1358.543485.9