Overview

Dataset statistics

Number of variables8
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.6 KiB
Average record size in memory67.3 B

Variable types

Numeric1
Categorical4
DateTime2
Text1

Alerts

조사분야구분코드명 has constant value ""Constant
조사년도 has constant value ""Constant
종학명 is highly overall correlated with 종국명High correlation
종국명 is highly overall correlated with 종학명High correlation
공간아이디 has unique valuesUnique

Reproduction

Analysis started2023-12-10 12:09:08.243028
Analysis finished2023-12-10 12:09:09.099218
Duration0.86 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공간아이디
Real number (ℝ)

UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7 × 1015
Minimum7 × 1015
Maximum7 × 1015
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:09:09.215034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum7 × 1015
5-th percentile7 × 1015
Q17 × 1015
median7 × 1015
Q37 × 1015
95-th percentile7 × 1015
Maximum7 × 1015
Range99
Interquartile range (IQR)49

Descriptive statistics

Standard deviation29.050635
Coefficient of variation (CV)4.1500907 × 10-15
Kurtosis-1.1932247
Mean7 × 1015
Median Absolute Deviation (MAD)25
Skewness0.15777944
Sum7 × 1017
Variance843.93939
MonotonicityStrictly increasing
2023-12-10T21:09:09.445540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7000000000009540 1
 
1.0%
7000000000009604 1
 
1.0%
7000000000009614 1
 
1.0%
7000000000009613 1
 
1.0%
7000000000009612 1
 
1.0%
7000000000009611 1
 
1.0%
7000000000009610 1
 
1.0%
7000000000009609 1
 
1.0%
7000000000009608 1
 
1.0%
7000000000009607 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
7000000000009540 1
1.0%
7000000000009541 1
1.0%
7000000000009542 1
1.0%
7000000000009543 1
1.0%
7000000000009544 1
1.0%
7000000000009545 1
1.0%
7000000000009546 1
1.0%
7000000000009547 1
1.0%
7000000000009548 1
1.0%
7000000000009549 1
1.0%
ValueCountFrequency (%)
7000000000009639 1
1.0%
7000000000009638 1
1.0%
7000000000009637 1
1.0%
7000000000009636 1
1.0%
7000000000009635 1
1.0%
7000000000009634 1
1.0%
7000000000009633 1
1.0%
7000000000009632 1
1.0%
7000000000009631 1
1.0%
7000000000009630 1
1.0%

조사분야구분코드명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
양서파충류
100 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
양서파충류 100
100.0%

Length

2023-12-10T21:09:09.683694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:09:09.827099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양서파충류 100
100.0%

종국명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
계곡산개구리
56 
북방산개구리
29 
도롱뇽
6 
물두꺼비
 
3
이끼도롱뇽
 
3
Other values (2)
 
3

Length

Max length6
Median length6
Mean length5.69
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row북방산개구리
2nd row북방산개구리
3rd row북방산개구리
4th row북방산개구리
5th row계곡산개구리

Common Values

ValueCountFrequency (%)
계곡산개구리 56
56.0%
북방산개구리 29
29.0%
도롱뇽 6
 
6.0%
물두꺼비 3
 
3.0%
이끼도롱뇽 3
 
3.0%
무당개구리 2
 
2.0%
청개구리 1
 
1.0%

Length

2023-12-10T21:09:09.970145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:09:10.208662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
계곡산개구리 56
56.0%
북방산개구리 29
29.0%
도롱뇽 6
 
6.0%
물두꺼비 3
 
3.0%
이끼도롱뇽 3
 
3.0%
무당개구리 2
 
2.0%
청개구리 1
 
1.0%

종학명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Rana huanrenensis Fei, Ye and Huang, 1990
56 
Rana dybowskii G?nther, 1876
29 
Hynobius leechii Boulenger, 1887
6 
Bufo stejnegeri Schmidt, 1931
 
3
Karsenia koreana Min,Yang,Bonett,Vieites,Brandon,and Wake, 2005
 
3
Other values (2)
 
3

Length

Max length63
Median length41
Mean length36.75
Min length27

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st rowRana dybowskii G?nther, 1876
2nd rowRana dybowskii G?nther, 1876
3rd rowRana dybowskii G?nther, 1876
4th rowRana dybowskii G?nther, 1876
5th rowRana huanrenensis Fei, Ye and Huang, 1990

Common Values

ValueCountFrequency (%)
Rana huanrenensis Fei, Ye and Huang, 1990 56
56.0%
Rana dybowskii G?nther, 1876 29
29.0%
Hynobius leechii Boulenger, 1887 6
 
6.0%
Bufo stejnegeri Schmidt, 1931 3
 
3.0%
Karsenia koreana Min,Yang,Bonett,Vieites,Brandon,and Wake, 2005 3
 
3.0%
Bombina orientalis (Boulenger, 1890) 2
 
2.0%
Hyla japonica G?nther, 1859 1
 
1.0%

Length

2023-12-10T21:09:10.480619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:09:10.671704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
rana 85
14.9%
fei 56
9.8%
ye 56
9.8%
and 56
9.8%
huang 56
9.8%
1990 56
9.8%
huanrenensis 56
9.8%
g?nther 30
 
5.3%
1876 29
 
5.1%
dybowskii 29
 
5.1%
Other values (19) 62
10.9%

조사년도
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2015
100 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2015
2nd row2015
3rd row2015
4th row2015
5th row2015

Common Values

ValueCountFrequency (%)
2015 100
100.0%

Length

2023-12-10T21:09:10.902996image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:09:11.087577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015 100
100.0%

조사시작일자
Date

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2015-03-31 00:00:00
Maximum2015-05-03 00:00:00
2023-12-10T21:09:11.210122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:09:11.356826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)

조사종료일자
Date

Distinct6
Distinct (%)6.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Minimum2015-03-31 00:00:00
Maximum2015-05-03 00:00:00
2023-12-10T21:09:11.511924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-10T21:09:11.650043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)

지오메트리
Text

Distinct93
Distinct (%)93.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2023-12-10T21:09:11.936222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length44
Mean length43.59
Min length42

Characters and Unicode

Total characters4359
Distinct characters19
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique86 ?
Unique (%)86.0%

Sample

1st rowPOINT (296545.01504006505 469910.4477706386)
2nd rowPOINT (296652.0873465356 470084.367619136)
3rd rowPOINT (296671.87906412553 470093.8044851819)
4th rowPOINT (296731.50873736996 470076.0556264319)
5th rowPOINT (297331.8824211612 470246.27094738215)
ValueCountFrequency (%)
point 100
33.3%
472657.77766633016 2
 
0.7%
310679.170124792 2
 
0.7%
472906.76678007096 2
 
0.7%
305845.3427231262 2
 
0.7%
310515.6492881619 2
 
0.7%
471479.208855409 2
 
0.7%
306584.2545258525 2
 
0.7%
471433.7032276389 2
 
0.7%
297373.7513998999 2
 
0.7%
Other values (177) 182
60.7%
2023-12-10T21:09:12.382550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7 403
 
9.2%
4 386
 
8.9%
3 350
 
8.0%
2 327
 
7.5%
5 319
 
7.3%
6 319
 
7.3%
0 303
 
7.0%
9 300
 
6.9%
1 291
 
6.7%
8 261
 
6.0%
Other values (9) 1100
25.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3259
74.8%
Uppercase Letter 500
 
11.5%
Space Separator 200
 
4.6%
Other Punctuation 200
 
4.6%
Open Punctuation 100
 
2.3%
Close Punctuation 100
 
2.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
7 403
12.4%
4 386
11.8%
3 350
10.7%
2 327
10.0%
5 319
9.8%
6 319
9.8%
0 303
9.3%
9 300
9.2%
1 291
8.9%
8 261
8.0%
Uppercase Letter
ValueCountFrequency (%)
P 100
20.0%
O 100
20.0%
T 100
20.0%
N 100
20.0%
I 100
20.0%
Space Separator
ValueCountFrequency (%)
200
100.0%
Other Punctuation
ValueCountFrequency (%)
. 200
100.0%
Open Punctuation
ValueCountFrequency (%)
( 100
100.0%
Close Punctuation
ValueCountFrequency (%)
) 100
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3859
88.5%
Latin 500
 
11.5%

Most frequent character per script

Common
ValueCountFrequency (%)
7 403
10.4%
4 386
10.0%
3 350
9.1%
2 327
8.5%
5 319
8.3%
6 319
8.3%
0 303
7.9%
9 300
7.8%
1 291
7.5%
8 261
6.8%
Other values (4) 600
15.5%
Latin
ValueCountFrequency (%)
P 100
20.0%
O 100
20.0%
T 100
20.0%
N 100
20.0%
I 100
20.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4359
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7 403
 
9.2%
4 386
 
8.9%
3 350
 
8.0%
2 327
 
7.5%
5 319
 
7.3%
6 319
 
7.3%
0 303
 
7.0%
9 300
 
6.9%
1 291
 
6.7%
8 261
 
6.0%
Other values (9) 1100
25.2%

Interactions

2023-12-10T21:09:08.663051image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T21:09:12.541394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디종국명종학명조사시작일자조사종료일자지오메트리
공간아이디1.0000.4160.4160.9290.9290.995
종국명0.4161.0001.0000.4270.4270.000
종학명0.4161.0001.0000.4270.4270.000
조사시작일자0.9290.4270.4271.0001.0001.000
조사종료일자0.9290.4270.4271.0001.0001.000
지오메트리0.9950.0000.0001.0001.0001.000
2023-12-10T21:09:12.678322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종학명종국명
종학명1.0001.000
종국명1.0001.000
2023-12-10T21:09:12.785780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디종국명종학명
공간아이디1.0000.2200.220
종국명0.2201.0001.000
종학명0.2201.0001.000

Missing values

2023-12-10T21:09:08.853066image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T21:09:09.027855image/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

공간아이디조사분야구분코드명종국명종학명조사년도조사시작일자조사종료일자지오메트리
07000000000009540양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-03-312015-03-31POINT (296545.01504006505 469910.4477706386)
17000000000009541양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-03-312015-03-31POINT (296652.0873465356 470084.367619136)
27000000000009542양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-03-312015-03-31POINT (296671.87906412553 470093.8044851819)
37000000000009543양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-03-312015-03-31POINT (296731.50873736996 470076.0556264319)
47000000000009544양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-03-312015-03-31POINT (297331.8824211612 470246.27094738215)
57000000000009545양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-03-312015-03-31POINT (297604.50146688404 470681.0454898958)
67000000000009546양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-03-312015-03-31POINT (297581.73934247094 470720.8540426921)
77000000000009547양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-03-312015-03-31POINT (297586.10017848643 470776.4013304889)
87000000000009548양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-03-312015-03-31POINT (297583.0026397403 470828.7554022612)
97000000000009549양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-03-312015-03-31POINT (298053.2804781356 471102.4260223013)
공간아이디조사분야구분코드명종국명종학명조사년도조사시작일자조사종료일자지오메트리
907000000000009630양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-05-032015-05-03POINT (309862.74864498485 471326.5840494116)
917000000000009631양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-05-032015-05-03POINT (309961.2257076887 471377.13793672965)
927000000000009632양서파충류북방산개구리Rana dybowskii G?nther, 187620152015-05-032015-05-03POINT (309973.5456956015 471383.5128895589)
937000000000009633양서파충류무당개구리Bombina orientalis (Boulenger, 1890)20152015-05-032015-05-03POINT (309983.3677932033 471389.8556314113)
947000000000009634양서파충류도롱뇽Hynobius leechii Boulenger, 188720152015-05-032015-05-03POINT (310515.6492881619 471433.7032276389)
957000000000009635양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-05-032015-05-03POINT (310515.60899900657 471436.810721377)
967000000000009636양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-05-032015-05-03POINT (310515.6492881619 471433.7032276389)
977000000000009637양서파충류계곡산개구리Rana huanrenensis Fei, Ye and Huang, 199020152015-05-032015-05-03POINT (310674.3832070178 471426.5496622566)
987000000000009638양서파충류무당개구리Bombina orientalis (Boulenger, 1890)20152015-05-032015-05-03POINT (310679.170124792 471435.8248697272)
997000000000009639양서파충류물두꺼비Bufo stejnegeri Schmidt, 193120152015-05-032015-05-03POINT (310679.170124792 471435.8248697272)