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
종국명 is highly overall correlated with 종학명High correlation
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
공간아이디 is highly overall correlated with 조사시작일자 and 2 other fieldsHigh correlation
지오메트리 is highly overall correlated with 공간아이디 and 2 other fieldsHigh correlation
공간아이디 has unique valuesUnique

Reproduction

Analysis started2023-12-10 13:30:00.266944
Analysis finished2023-12-10 13:30:01.349352
Duration1.08 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%
Mean6 × 1015
Minimum6 × 1015
Maximum6 × 1015
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T22:30:01.464563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum6 × 1015
5-th percentile6 × 1015
Q16 × 1015
median6 × 1015
Q36 × 1015
95-th percentile6 × 1015
Maximum6 × 1015
Range100
Interquartile range (IQR)50

Descriptive statistics

Standard deviation29.421184
Coefficient of variation (CV)4.9035306 × 10-15
Kurtosis-1.2055113
Mean6 × 1015
Median Absolute Deviation (MAD)25.5
Skewness0.10261964
Sum6 × 1017
Variance865.60606
MonotonicityStrictly increasing
2023-12-10T22:30:01.808313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6000000000213330 1
 
1.0%
6000000000213394 1
 
1.0%
6000000000213405 1
 
1.0%
6000000000213404 1
 
1.0%
6000000000213403 1
 
1.0%
6000000000213402 1
 
1.0%
6000000000213401 1
 
1.0%
6000000000213400 1
 
1.0%
6000000000213399 1
 
1.0%
6000000000213398 1
 
1.0%
Other values (90) 90
90.0%
ValueCountFrequency (%)
6000000000213330 1
1.0%
6000000000213331 1
1.0%
6000000000213332 1
1.0%
6000000000213333 1
1.0%
6000000000213334 1
1.0%
6000000000213335 1
1.0%
6000000000213336 1
1.0%
6000000000213337 1
1.0%
6000000000213338 1
1.0%
6000000000213339 1
1.0%
ValueCountFrequency (%)
6000000000213430 1
1.0%
6000000000213429 1
1.0%
6000000000213428 1
1.0%
6000000000213427 1
1.0%
6000000000213426 1
1.0%
6000000000213425 1
1.0%
6000000000213424 1
1.0%
6000000000213423 1
1.0%
6000000000213422 1
1.0%
6000000000213421 1
1.0%

조사분야구분코드명
Categorical

CONSTANT 

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

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
어류 100
100.0%

Length

2023-12-10T22:30:02.049072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:30:02.206094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어류 100
100.0%

종국명
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)23.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
참갈겨니
23 
버들치
15 
돌고기
8 
쉬리
7 
동사리
6 
Other values (18)
41 

Length

Max length25
Median length15.5
Mean length3.48
Min length2

Unique

Unique9 ?
Unique (%)9.0%

Sample

1st row버들치
2nd row미꾸리
3rd row피라미
4th row참갈겨니
5th row미꾸리

Common Values

ValueCountFrequency (%)
참갈겨니 23
23.0%
버들치 15
15.0%
돌고기 8
 
8.0%
쉬리 7
 
7.0%
동사리 6
 
6.0%
참종개 5
 
5.0%
피라미 5
 
5.0%
미꾸리 5
 
5.0%
민물검정망둑 4
 
4.0%
밀어 4
 
4.0%
Other values (13) 18
18.0%

Length

2023-12-10T22:30:02.357023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
참갈겨니 23
22.8%
버들치 15
14.9%
돌고기 8
 
7.9%
쉬리 7
 
6.9%
동사리 6
 
5.9%
참종개 5
 
5.0%
피라미 5
 
5.0%
미꾸리 5
 
5.0%
민물검정망둑 4
 
4.0%
밀어 4
 
4.0%
Other values (14) 19
18.8%

종학명
Categorical

HIGH CORRELATION 

Distinct23
Distinct (%)23.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
Zacco koreanus Kim,Oh and Hosoya, 2005
23 
Rhynchocypris oxycephalus (Sauvage and Dabry de Thiersant), 1874
15 
Pungtungia herzi Herzenstein, 1892
8 
Coreoleuciscus splendidus Mori, 1935
7 
Odontobutis platycephala Iwata and Jeon, 1985
6 
Other values (18)
41 

Length

Max length64
Median length51
Mean length43.55
Min length25

Unique

Unique9 ?
Unique (%)9.0%

Sample

1st rowRhynchocypris oxycephalus (Sauvage and Dabry de Thiersant), 1874
2nd rowMisgurnus anguillicaudatus (Cantor, 1842)
3rd rowZacco platypus (Temminck and Schlegel, 1846)
4th rowZacco koreanus Kim,Oh and Hosoya, 2005
5th rowMisgurnus anguillicaudatus (Cantor, 1842)

Common Values

ValueCountFrequency (%)
Zacco koreanus Kim,Oh and Hosoya, 2005 23
23.0%
Rhynchocypris oxycephalus (Sauvage and Dabry de Thiersant), 1874 15
15.0%
Pungtungia herzi Herzenstein, 1892 8
 
8.0%
Coreoleuciscus splendidus Mori, 1935 7
 
7.0%
Odontobutis platycephala Iwata and Jeon, 1985 6
 
6.0%
Iksookimia koreensis (Kim, 1975) 5
 
5.0%
Zacco platypus (Temminck and Schlegel, 1846) 5
 
5.0%
Misgurnus anguillicaudatus (Cantor, 1842) 5
 
5.0%
Tridentiger brevispinis Katsuyama,Arai and Nakamura, 1972 4
 
4.0%
Rhinogobius brunneus (Temminck and Schlegel, 1845) 4
 
4.0%
Other values (13) 18
18.0%

Length

2023-12-10T22:30:02.582159image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
and 63
 
11.4%
zacco 28
 
5.1%
kim,oh 23
 
4.2%
hosoya 23
 
4.2%
2005 23
 
4.2%
koreanus 23
 
4.2%
dabry 15
 
2.7%
thiersant 15
 
2.7%
de 15
 
2.7%
1874 15
 
2.7%
Other values (70) 311
56.1%

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

2023-12-10T22:30:02.797989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:30:02.978817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015 100
100.0%

조사시작일자
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2015-04-18
21 
2015-05-26
21 
2015-07-03
20 
2015-05-27
17 
2015-05-01
10 
Other values (3)
11 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2015-04-17
2nd row2015-04-17
3rd row2015-04-18
4th row2015-04-18
5th row2015-04-18

Common Values

ValueCountFrequency (%)
2015-04-18 21
21.0%
2015-05-26 21
21.0%
2015-07-03 20
20.0%
2015-05-27 17
17.0%
2015-05-01 10
10.0%
2015-04-30 5
 
5.0%
2015-04-19 4
 
4.0%
2015-04-17 2
 
2.0%

Length

2023-12-10T22:30:03.144355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:30:03.307294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015-04-18 21
21.0%
2015-05-26 21
21.0%
2015-07-03 20
20.0%
2015-05-27 17
17.0%
2015-05-01 10
10.0%
2015-04-30 5
 
5.0%
2015-04-19 4
 
4.0%
2015-04-17 2
 
2.0%

조사종료일자
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2015-04-18
21 
2015-05-26
21 
2015-07-03
20 
2015-05-27
17 
2015-05-01
10 
Other values (3)
11 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2015-04-17
2nd row2015-04-17
3rd row2015-04-18
4th row2015-04-18
5th row2015-04-18

Common Values

ValueCountFrequency (%)
2015-04-18 21
21.0%
2015-05-26 21
21.0%
2015-07-03 20
20.0%
2015-05-27 17
17.0%
2015-05-01 10
10.0%
2015-04-30 5
 
5.0%
2015-04-19 4
 
4.0%
2015-04-17 2
 
2.0%

Length

2023-12-10T22:30:03.492599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T22:30:03.653064image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2015-04-18 21
21.0%
2015-05-26 21
21.0%
2015-07-03 20
20.0%
2015-05-27 17
17.0%
2015-05-01 10
10.0%
2015-04-30 5
 
5.0%
2015-04-19 4
 
4.0%
2015-04-17 2
 
2.0%

지오메트리
Categorical

HIGH CORRELATION 

Distinct27
Distinct (%)27.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
POINT (317624.27190413355 481752.0533839278)
14 
POINT (316587.67739312316 478258.64565929084)
13 
POINT (295687.66380777943 478506.6380195482)
 
5
POINT (311567.51795162563 481744.72576413455)
 
5
POINT (294639.2401924946 479396.7400276975)
 
5
Other values (22)
58 

Length

Max length45
Median length44
Mean length43.85
Min length42

Unique

Unique4 ?
Unique (%)4.0%

Sample

1st rowPOINT (292734.8259254097 477033.7785463572)
2nd rowPOINT (292734.8259254097 477033.7785463572)
3rd rowPOINT (295687.66380777943 478506.6380195482)
4th rowPOINT (295687.66380777943 478506.6380195482)
5th rowPOINT (295687.66380777943 478506.6380195482)

Common Values

ValueCountFrequency (%)
POINT (317624.27190413355 481752.0533839278) 14
 
14.0%
POINT (316587.67739312316 478258.64565929084) 13
 
13.0%
POINT (295687.66380777943 478506.6380195482) 5
 
5.0%
POINT (311567.51795162563 481744.72576413455) 5
 
5.0%
POINT (294639.2401924946 479396.7400276975) 5
 
5.0%
POINT (300095.757602448 481813.9340434114) 5
 
5.0%
POINT (302843.2507748019 481069.0939421028) 5
 
5.0%
POINT (301060.3811689958 478043.1045187479) 4
 
4.0%
POINT (296112.8881979042 476856.60360549745) 4
 
4.0%
POINT (302906.95516453317 475330.6976961333) 4
 
4.0%
Other values (17) 36
36.0%

Length

2023-12-10T22:30:03.865355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
point 100
33.3%
481752.0533839278 14
 
4.7%
317624.27190413355 14
 
4.7%
316587.67739312316 13
 
4.3%
478258.64565929084 13
 
4.3%
479396.7400276975 5
 
1.7%
481069.0939421028 5
 
1.7%
481813.9340434114 5
 
1.7%
300095.757602448 5
 
1.7%
302843.2507748019 5
 
1.7%
Other values (45) 121
40.3%

Interactions

2023-12-10T22:30:00.886123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T22:30:04.093629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디종국명종학명조사시작일자조사종료일자지오메트리
공간아이디1.0000.1580.1580.9170.9170.969
종국명0.1581.0001.0000.0000.0000.000
종학명0.1581.0001.0000.0000.0000.000
조사시작일자0.9170.0000.0001.0001.0000.994
조사종료일자0.9170.0000.0001.0001.0000.994
지오메트리0.9690.0000.0000.9940.9941.000
2023-12-10T22:30:04.267950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종국명조사종료일자지오메트리종학명조사시작일자
종국명1.0000.0000.0001.0000.000
조사종료일자0.0001.0000.8630.0001.000
지오메트리0.0000.8631.0000.0000.863
종학명1.0000.0000.0001.0000.000
조사시작일자0.0001.0000.8630.0001.000
2023-12-10T22:30:04.418585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디종국명종학명조사시작일자조사종료일자지오메트리
공간아이디1.0000.0210.0210.7530.7530.742
종국명0.0211.0001.0000.0000.0000.000
종학명0.0211.0001.0000.0000.0000.000
조사시작일자0.7530.0000.0001.0001.0000.863
조사종료일자0.7530.0000.0001.0001.0000.863
지오메트리0.7420.0000.0000.8630.8631.000

Missing values

2023-12-10T22:30:01.050650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T22:30:01.274701image/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
06000000000213330어류버들치Rhynchocypris oxycephalus (Sauvage and Dabry de Thiersant), 187420152015-04-172015-04-17POINT (292734.8259254097 477033.7785463572)
16000000000213331어류미꾸리Misgurnus anguillicaudatus (Cantor, 1842)20152015-04-172015-04-17POINT (292734.8259254097 477033.7785463572)
26000000000213332어류피라미Zacco platypus (Temminck and Schlegel, 1846)20152015-04-182015-04-18POINT (295687.66380777943 478506.6380195482)
36000000000213333어류참갈겨니Zacco koreanus Kim,Oh and Hosoya, 200520152015-04-182015-04-18POINT (295687.66380777943 478506.6380195482)
46000000000213334어류미꾸리Misgurnus anguillicaudatus (Cantor, 1842)20152015-04-182015-04-18POINT (295687.66380777943 478506.6380195482)
56000000000213335어류밀어Rhinogobius brunneus (Temminck and Schlegel, 1845)20152015-04-182015-04-18POINT (295687.66380777943 478506.6380195482)
66000000000213336어류민물검정망둑Tridentiger brevispinis Katsuyama,Arai and Nakamura, 197220152015-04-182015-04-18POINT (295687.66380777943 478506.6380195482)
76000000000213337어류버들치Rhynchocypris oxycephalus (Sauvage and Dabry de Thiersant), 187420152015-04-182015-04-18POINT (296112.8881979042 476856.60360549745)
86000000000213338어류참갈겨니Zacco koreanus Kim,Oh and Hosoya, 200520152015-04-182015-04-18POINT (296112.8881979042 476856.60360549745)
96000000000213339어류돌고기Pungtungia herzi Herzenstein, 189220152015-04-182015-04-18POINT (296112.8881979042 476856.60360549745)
공간아이디조사분야구분코드명종국명종학명조사년도조사시작일자조사종료일자지오메트리
906000000000213421어류모래무지Pseudogobio esocinus (Temminck and Schlegel, 1846)20152015-07-032015-07-03POINT (316587.67739312316 478258.64565929084)
916000000000213422어류참갈겨니Zacco koreanus Kim,Oh and Hosoya, 200520152015-07-032015-07-03POINT (316587.67739312316 478258.64565929084)
926000000000213423어류참종개Iksookimia koreensis (Kim, 1975)20152015-07-032015-07-03POINT (316587.67739312316 478258.64565929084)
936000000000213424어류동사리Odontobutis platycephala Iwata and Jeon, 198520152015-07-032015-07-03POINT (316587.67739312316 478258.64565929084)
946000000000213425어류버들치Rhynchocypris oxycephalus (Sauvage and Dabry de Thiersant), 187420152015-07-032015-07-03POINT (301042.04008240293 476547.1974177178)
956000000000213426어류참갈겨니Zacco koreanus Kim,Oh and Hosoya, 200520152015-07-032015-07-03POINT (301042.04008240293 476547.1974177178)
966000000000213427어류돌고기Pungtungia herzi Herzenstein, 189220152015-07-032015-07-03POINT (301060.3811689958 478043.1045187479)
976000000000213428어류쉬리Coreoleuciscus splendidus Mori, 193520152015-07-032015-07-03POINT (301060.3811689958 478043.1045187479)
986000000000213429어류참갈겨니Zacco koreanus Kim,Oh and Hosoya, 200520152015-07-032015-07-03POINT (301060.3811689958 478043.1045187479)
996000000000213430어류피라미Zacco platypus (Temminck and Schlegel, 1846)20152015-07-032015-07-03POINT (301060.3811689958 478043.1045187479)