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
Categorical7

Alerts

조사분야구분코드명 has constant value ""Constant
조사년도 has constant value ""Constant
조사종료일자 is highly overall correlated with 공간아이디 and 2 other fieldsHigh correlation
종학명 is highly overall correlated with 종국명High correlation
조사시작일자 is highly overall correlated with 공간아이디 and 2 other fieldsHigh correlation
종국명 is highly overall correlated with 종학명High correlation
지오메트리 is highly overall correlated with 공간아이디 and 2 other fieldsHigh correlation
공간아이디 is highly overall correlated with 조사시작일자 and 2 other fieldsHigh correlation
공간아이디 has unique valuesUnique

Reproduction

Analysis started2023-12-10 12:27:37.110931
Analysis finished2023-12-10 12:27:38.692412
Duration1.58 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공간아이디
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct100
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8 × 1015
Minimum8 × 1015
Maximum8 × 1015
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T21:27:38.861771image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8 × 1015
5-th percentile8 × 1015
Q18 × 1015
median8 × 1015
Q38 × 1015
95-th percentile8 × 1015
Maximum8 × 1015
Range99
Interquartile range (IQR)49

Descriptive statistics

Standard deviation29.015844
Coefficient of variation (CV)3.6269805 × 10-15
Kurtosis-1.199243
Mean8 × 1015
Median Absolute Deviation (MAD)25
Skewness0.052740365
Sum8 × 1017
Variance841.91919
MonotonicityStrictly increasing
2023-12-10T21:27:39.178372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8000000000012605 1
 
1.0%
8000000000012669 1
 
1.0%
8000000000012679 1
 
1.0%
8000000000012678 1
 
1.0%
8000000000012677 1
 
1.0%
8000000000012676 1
 
1.0%
8000000000012675 1
 
1.0%
8000000000012674 1
 
1.0%
8000000000012673 1
 
1.0%
8000000000012672 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
8000000000012605 1
1.0%
8000000000012606 1
1.0%
8000000000012607 1
1.0%
8000000000012608 1
1.0%
8000000000012609 1
1.0%
8000000000012610 1
1.0%
8000000000012611 1
1.0%
8000000000012612 1
1.0%
8000000000012613 1
1.0%
8000000000012614 1
1.0%
ValueCountFrequency (%)
8000000000012704 1
1.0%
8000000000012703 1
1.0%
8000000000012702 1
1.0%
8000000000012701 1
1.0%
8000000000012700 1
1.0%
8000000000012699 1
1.0%
8000000000012698 1
1.0%
8000000000012697 1
1.0%
8000000000012696 1
1.0%
8000000000012695 1
1.0%

조사분야구분코드명
Categorical

CONSTANT 

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

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
조류 100
100.0%

Length

2023-12-10T21:27:39.400132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:27:39.537293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
조류 100
100.0%

종국명
Categorical

HIGH CORRELATION 

Distinct34
Distinct (%)34.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
멧비둘기
11 
박새
11 
직박구리
9 
쇠딱다구리
6 
까치
 
5
Other values (29)
58 

Length

Max length8
Median length6
Mean length3.47
Min length1

Unique

Unique13 ?
Unique (%)13.0%

Sample

1st row찌르레기
2nd row방울새
3rd row참새
4th row까치
5th row멧비둘기

Common Values

ValueCountFrequency (%)
멧비둘기 11
 
11.0%
박새 11
 
11.0%
직박구리 9
 
9.0%
쇠딱다구리 6
 
6.0%
까치 5
 
5.0%
쇠박새 5
 
5.0%
꿩 4
 
4.0%
어치 4
 
4.0%
오목눈이 3
 
3.0%
곤줄박이 3
 
3.0%
Other values (24) 39
39.0%

Length

2023-12-10T21:27:39.707019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
멧비둘기 11
 
11.0%
박새 11
 
11.0%
직박구리 9
 
9.0%
쇠딱다구리 6
 
6.0%
까치 5
 
5.0%
쇠박새 5
 
5.0%
꿩 4
 
4.0%
어치 4
 
4.0%
동고비 3
 
3.0%
청딱다구리 3
 
3.0%
Other values (24) 39
39.0%

종학명
Categorical

HIGH CORRELATION 

Distinct34
Distinct (%)34.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Streptopelia orietalis (Latham, 1790)
11 
Parus major Linnaeus, 1758
11 
Microscelis amaurotis (Temminck, 1830)
9 
Dendrocopos kizuki (Temminck, 1836)
6 
Pica pica (Linnaeus, 1758)
 
5
Other values (29)
58 

Length

Max length46
Median length36
Mean length32.57
Min length24

Unique

Unique13 ?
Unique (%)13.0%

Sample

1st rowSturnus cineraceus Temminck, 1835
2nd rowCarduelis sinica (Linnaeus, 1766)
3rd rowPasser montanus (Linnaeus, 1758)
4th rowPica pica (Linnaeus, 1758)
5th rowStreptopelia orietalis (Latham, 1790)

Common Values

ValueCountFrequency (%)
Streptopelia orietalis (Latham, 1790) 11
 
11.0%
Parus major Linnaeus, 1758 11
 
11.0%
Microscelis amaurotis (Temminck, 1830) 9
 
9.0%
Dendrocopos kizuki (Temminck, 1836) 6
 
6.0%
Pica pica (Linnaeus, 1758) 5
 
5.0%
Parus palustris Linnaeus, 1758 5
 
5.0%
Phasianus colchicus Linnaeus, 1758 4
 
4.0%
Garrulus glandarius (Linnaeus, 1758) 4
 
4.0%
Aegithalos caudatus (Linnaeus, 1758) 3
 
3.0%
Parus varius Temminck & Schlegel, 1848 3
 
3.0%
Other values (24) 39
39.0%

Length

2023-12-10T21:27:40.409761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
linnaeus 46
 
11.2%
1758 45
 
11.0%
temminck 25
 
6.1%
parus 20
 
4.9%
major 12
 
2.9%
orietalis 11
 
2.7%
streptopelia 11
 
2.7%
1790 11
 
2.7%
latham 11
 
2.7%
pica 10
 
2.4%
Other values (75) 208
50.7%

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

2023-12-10T21:27:40.615426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:27:40.796384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015 100
100.0%

조사시작일자
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2015-04-10
68 
2015-04-11
32 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2015-04-10
2nd row2015-04-10
3rd row2015-04-10
4th row2015-04-10
5th row2015-04-10

Common Values

ValueCountFrequency (%)
2015-04-10 68
68.0%
2015-04-11 32
32.0%

Length

2023-12-10T21:27:40.976736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:27:41.122220image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015-04-10 68
68.0%
2015-04-11 32
32.0%

조사종료일자
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2015-04-10
68 
2015-04-11
32 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2015-04-10
2nd row2015-04-10
3rd row2015-04-10
4th row2015-04-10
5th row2015-04-10

Common Values

ValueCountFrequency (%)
2015-04-10 68
68.0%
2015-04-11 32
32.0%

Length

2023-12-10T21:27:41.282486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:27:41.424593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015-04-10 68
68.0%
2015-04-11 32
32.0%

지오메트리
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
POINT (297776.05240923644 471072.7140400432)
21 
POINT (297531.39603262563 472266.4363480508)
18 
POINT (298004.7731789539 474240.8141011952)
14 
POINT (297446.2096441058 474230.74148902623)
12 
POINT (297844.1655911851 471287.1607808454)
8 
Other values (5)
27 

Length

Max length44
Median length44
Mean length43.59
Min length42

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowPOINT (297859.44131853525 469870.5980696203)
2nd rowPOINT (297859.44131853525 469870.5980696203)
3rd rowPOINT (297859.44131853525 469870.5980696203)
4th rowPOINT (297859.44131853525 469870.5980696203)
5th rowPOINT (297859.44131853525 469870.5980696203)

Common Values

ValueCountFrequency (%)
POINT (297776.05240923644 471072.7140400432) 21
21.0%
POINT (297531.39603262563 472266.4363480508) 18
18.0%
POINT (298004.7731789539 474240.8141011952) 14
14.0%
POINT (297446.2096441058 474230.74148902623) 12
12.0%
POINT (297844.1655911851 471287.1607808454) 8
 
8.0%
POINT (297642.974288322 471590.9777383049) 8
 
8.0%
POINT (297859.44131853525 469870.5980696203) 7
 
7.0%
POINT (298398.07272794016 474443.5877154572) 6
 
6.0%
POINT (297640.650986697 470251.35484744504) 3
 
3.0%
POINT (297634.24490700115 470701.6980832849) 3
 
3.0%

Length

2023-12-10T21:27:41.787137image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T21:27:42.039256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
point 100
33.3%
471072.7140400432 21
 
7.0%
297776.05240923644 21
 
7.0%
297531.39603262563 18
 
6.0%
472266.4363480508 18
 
6.0%
298004.7731789539 14
 
4.7%
474240.8141011952 14
 
4.7%
297446.2096441058 12
 
4.0%
474230.74148902623 12
 
4.0%
297642.974288322 8
 
2.7%
Other values (11) 62
20.7%

Interactions

2023-12-10T21:27:37.860278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T21:27:42.251633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디종국명종학명조사시작일자조사종료일자지오메트리
공간아이디1.0000.0000.0000.9980.9980.975
종국명0.0001.0001.0000.2950.2950.107
종학명0.0001.0001.0000.2950.2950.107
조사시작일자0.9980.2950.2951.0000.9991.000
조사종료일자0.9980.2950.2950.9991.0001.000
지오메트리0.9750.1070.1071.0001.0001.000
2023-12-10T21:27:42.439266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
조사종료일자종학명조사시작일자종국명지오메트리
조사종료일자1.0000.1840.9770.1840.958
종학명0.1841.0000.1841.0000.000
조사시작일자0.9770.1841.0000.1840.958
종국명0.1841.0000.1841.0000.000
지오메트리0.9580.0000.9580.0001.000
2023-12-10T21:27:42.606939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디종국명종학명조사시작일자조사종료일자지오메트리
공간아이디1.0000.0000.0000.9180.9180.721
종국명0.0001.0001.0000.1840.1840.000
종학명0.0001.0001.0000.1840.1840.000
조사시작일자0.9180.1840.1841.0000.9770.958
조사종료일자0.9180.1840.1840.9771.0000.958
지오메트리0.7210.0000.0000.9580.9581.000

Missing values

2023-12-10T21:27:38.244523image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T21:27:38.569075image/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
08000000000012605조류찌르레기Sturnus cineraceus Temminck, 183520152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
18000000000012606조류방울새Carduelis sinica (Linnaeus, 1766)20152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
28000000000012607조류참새Passer montanus (Linnaeus, 1758)20152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
38000000000012608조류까치Pica pica (Linnaeus, 1758)20152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
48000000000012609조류멧비둘기Streptopelia orietalis (Latham, 1790)20152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
58000000000012610조류딱새Phoenicurus auroreus (Pallas, 1776)20152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
68000000000012611조류박새Parus major Linnaeus, 175820152015-04-102015-04-10POINT (297859.44131853525 469870.5980696203)
78000000000012612조류쇠박새Parus palustris Linnaeus, 175820152015-04-102015-04-10POINT (297640.650986697 470251.35484744504)
88000000000012613조류진박새Parus ater Linnaeus, 175820152015-04-102015-04-10POINT (297640.650986697 470251.35484744504)
98000000000012614조류노랑턱멧새Emberiza elegans Temminck, 183620152015-04-102015-04-10POINT (297640.650986697 470251.35484744504)
공간아이디조사분야구분코드명종국명종학명조사년도조사시작일자조사종료일자지오메트리
908000000000012695조류콩새Coccothraustes coccothraustes (Linnaeus, 1758)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
918000000000012696조류꿩Phasianus colchicus Linnaeus, 175820152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
928000000000012697조류오목눈이Aegithalos caudatus (Linnaeus, 1758)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
938000000000012698조류까치Pica pica (Linnaeus, 1758)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
948000000000012699조류쇠딱다구리Dendrocopos kizuki (Temminck, 1836)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
958000000000012700조류직박구리Microscelis amaurotis (Temminck, 1830)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
968000000000012701조류박새Parus major Linnaeus, 175820152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
978000000000012702조류청딱다구리Picus canus Gmelin, 178820152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
988000000000012703조류오색딱다구리Dendrocopos major (Linnaeus, 1758)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)
998000000000012704조류쇠딱다구리Dendrocopos kizuki (Temminck, 1836)20152015-04-112015-04-11POINT (298004.7731789539 474240.8141011952)