Overview

Dataset statistics

Number of variables13
Number of observations30
Missing cells16
Missing cells (%)4.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 KiB
Average record size in memory108.4 B

Variable types

Text1
Unsupported12

Alerts

Unnamed: 1 has 1 (3.3%) missing valuesMissing
Unnamed: 2 has 2 (6.7%) missing valuesMissing
Unnamed: 3 has 1 (3.3%) missing valuesMissing
Unnamed: 4 has 2 (6.7%) missing valuesMissing
Unnamed: 5 has 1 (3.3%) missing valuesMissing
Unnamed: 6 has 2 (6.7%) missing valuesMissing
Unnamed: 7 has 1 (3.3%) missing valuesMissing
Unnamed: 8 has 2 (6.7%) missing valuesMissing
Unnamed: 9 has 1 (3.3%) missing valuesMissing
Unnamed: 10 has 2 (6.7%) missing valuesMissing
Unnamed: 12 has 1 (3.3%) missing valuesMissing
군산해역에서 어획된 품종별 개체수 및 현존량(2016년) 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 02:47:21.507568
Analysis finished2024-03-14 02:47:22.039038
Duration0.53 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

군산해역에서 어획된 품종별 개체수 및 현존량(2016년)
Text

UNIQUE 

Distinct30
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
2024-03-14T11:47:22.219385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length29
Median length26
Mean length20.733333
Min length2

Characters and Unicode

Total characters622
Distinct characters90
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

Unique30 ?
Unique (%)100.0%

Sample

1st row일자
2nd row구분
3rd row가숭어(Chelon haematocheiius)
4th row갯가재(Oratosquilla oratoria)
5th row꼼치(Liparis tanakae)
ValueCountFrequency (%)
japonicus 2
 
3.6%
일자 1
 
1.8%
쥐노래미(hexagrammos 1
 
1.8%
villosus 1
 
1.8%
쑤기미(lmimicus 1
 
1.8%
양태(platycephalus 1
 
1.8%
indicus 1
 
1.8%
어름돔(plectorhinchus 1
 
1.8%
cinctus 1
 
1.8%
전어(konosirus 1
 
1.8%
Other values (45) 45
80.4%
2024-03-14T11:47:22.538983image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
a 51
 
8.2%
s 46
 
7.4%
i 45
 
7.2%
u 32
 
5.1%
e 31
 
5.0%
t 30
 
4.8%
o 30
 
4.8%
26
 
4.2%
) 26
 
4.2%
( 26
 
4.2%
Other values (80) 279
44.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 436
70.1%
Other Letter 84
 
13.5%
Space Separator 26
 
4.2%
Close Punctuation 26
 
4.2%
Open Punctuation 26
 
4.2%
Uppercase Letter 24
 
3.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 6
 
7.1%
미 4
 
4.8%
치 4
 
4.8%
가 4
 
4.8%
자 3
 
3.6%
기 3
 
3.6%
게 3
 
3.6%
쥐 2
 
2.4%
민 2
 
2.4%
꽃 2
 
2.4%
Other values (44) 51
60.7%
Lowercase Letter
ValueCountFrequency (%)
a 51
11.7%
s 46
10.6%
i 45
10.3%
u 32
 
7.3%
e 31
 
7.1%
t 30
 
6.9%
o 30
 
6.9%
c 25
 
5.7%
h 21
 
4.8%
n 21
 
4.8%
Other values (13) 104
23.9%
Uppercase Letter
ValueCountFrequency (%)
S 6
25.0%
P 6
25.0%
O 2
 
8.3%
L 2
 
8.3%
H 2
 
8.3%
C 2
 
8.3%
R 1
 
4.2%
K 1
 
4.2%
T 1
 
4.2%
M 1
 
4.2%
Space Separator
ValueCountFrequency (%)
26
100.0%
Close Punctuation
ValueCountFrequency (%)
) 26
100.0%
Open Punctuation
ValueCountFrequency (%)
( 26
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 460
74.0%
Hangul 84
 
13.5%
Common 78
 
12.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
어 6
 
7.1%
미 4
 
4.8%
치 4
 
4.8%
가 4
 
4.8%
자 3
 
3.6%
기 3
 
3.6%
게 3
 
3.6%
쥐 2
 
2.4%
민 2
 
2.4%
꽃 2
 
2.4%
Other values (44) 51
60.7%
Latin
ValueCountFrequency (%)
a 51
 
11.1%
s 46
 
10.0%
i 45
 
9.8%
u 32
 
7.0%
e 31
 
6.7%
t 30
 
6.5%
o 30
 
6.5%
c 25
 
5.4%
h 21
 
4.6%
n 21
 
4.6%
Other values (23) 128
27.8%
Common
ValueCountFrequency (%)
26
33.3%
) 26
33.3%
( 26
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 538
86.5%
Hangul 84
 
13.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 51
 
9.5%
s 46
 
8.6%
i 45
 
8.4%
u 32
 
5.9%
e 31
 
5.8%
t 30
 
5.6%
o 30
 
5.6%
26
 
4.8%
) 26
 
4.8%
( 26
 
4.8%
Other values (26) 195
36.2%
Hangul
ValueCountFrequency (%)
어 6
 
7.1%
미 4
 
4.8%
치 4
 
4.8%
가 4
 
4.8%
자 3
 
3.6%
기 3
 
3.6%
게 3
 
3.6%
쥐 2
 
2.4%
민 2
 
2.4%
꽃 2
 
2.4%
Other values (44) 51
60.7%

Unnamed: 1
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.3%
Memory size372.0 B

Unnamed: 2
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.7%
Memory size372.0 B

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.3%
Memory size372.0 B

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.7%
Memory size372.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.3%
Memory size372.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.7%
Memory size372.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.3%
Memory size372.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.7%
Memory size372.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.3%
Memory size372.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing2
Missing (%)6.7%
Memory size372.0 B

Unnamed: 11
Unsupported

REJECTED  UNSUPPORTED 

Missing0
Missing (%)0.0%
Memory size372.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1
Missing (%)3.3%
Memory size372.0 B

Missing values

2024-03-14T11:47:21.615338image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T11:47:21.756210image/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.
2024-03-14T11:47:21.890530image/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

군산해역에서 어획된 품종별 개체수 및 현존량(2016년)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)12.311.0666.3189.67
3갯가재(Oratosquilla oratoria)80.3280.32
4꼼치(Liparis tanakae)10.4810.9221.4
5꽃게(Portunus trituberculatus)40.6519521.25437.820.2524429.95
6넙치(Paralichthys olivadeus)20.4342.1662.59
7돌가자미(kareius bicoloratus)267.05267.05
8말쥐치(Thamnaconus20.4510.1130.56
9modestus )NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN00
군산해역에서 어획된 품종별 개체수 및 현존량(2016년)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12
20전어(Konosirus punctatus)20.1520.15
21조피볼락(Sebastes schlegelii)30.7130.7572.36206.543310.36
22쥐노래미(Hexagrammos otakii)10.2620.2610.330.7371.55
23참갑오징어(Sepia esculenta)114.72114.72
24참조기(Larimichthys polyactis)20.1420.14
25풀망둑(Synechogobius hasta)20.120.1
26피뿔고둥(Rapana venosa)80.6250.65131.27
27황해볼락(Sebastes koreanus)10.0120.1640.2370.4
28해삼(Stichopus japonicus)20.4810.1930.67
29합계297.435310.3320521.797517.4410330.5246587.51