Overview

Dataset statistics

Number of variables5
Number of observations150
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.7 KiB
Average record size in memory45.9 B

Variable types

Categorical1
Numeric4

Dataset

Description충청북도 단양군의 국가공간정보체계시스템 내 보유중인 노드 데이터로 공강정보타입,공간정보 값(XMIN),공간정보 값(YMIN),공간정보 값(XMAX),공간정보 값(YMAX) 등의 항목을 포함하고 있음.
Author충청북도 단양군
URLhttps://www.data.go.kr/data/15123480/fileData.do

Alerts

공간정보 타입 has constant value ""Constant
공간정보 값(XMIN) is highly overall correlated with 공간정보 값(XMAX)High correlation
공간정보 값(YMIN) is highly overall correlated with 공간정보 값(YMAX)High correlation
공간정보 값(XMAX) is highly overall correlated with 공간정보 값(XMIN)High correlation
공간정보 값(YMAX) is highly overall correlated with 공간정보 값(YMIN)High correlation
공간정보 값(XMIN) has unique valuesUnique
공간정보 값(YMIN) has unique valuesUnique
공간정보 값(XMAX) has unique valuesUnique
공간정보 값(YMAX) has unique valuesUnique

Reproduction

Analysis started2023-12-12 07:03:59.153772
Analysis finished2023-12-12 07:04:01.108589
Duration1.95 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공간정보 타입
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
101
150 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row101
2nd row101
3rd row101
4th row101
5th row101

Common Values

ValueCountFrequency (%)
101 150
100.0%

Length

2023-12-12T16:04:01.195235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:04:01.296104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
101 150
100.0%

공간정보 값(XMIN)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct150
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14225521
Minimum13106412
Maximum15489432
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:04:01.416403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum13106412
5-th percentile13606243
Q113845302
median14166100
Q314402561
95-th percentile15423832
Maximum15489432
Range2383020
Interquartile range (IQR)557259

Descriptive statistics

Standard deviation511520.63
Coefficient of variation (CV)0.035957953
Kurtosis0.60246754
Mean14225521
Median Absolute Deviation (MAD)294555
Skewness0.75066635
Sum2.1338282 × 109
Variance2.6165336 × 1011
MonotonicityNot monotonic
2023-12-12T16:04:01.590492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
14978222 1
 
0.7%
13589955 1
 
0.7%
14053200 1
 
0.7%
14546754 1
 
0.7%
14041508 1
 
0.7%
14452072 1
 
0.7%
14442968 1
 
0.7%
14386170 1
 
0.7%
14404663 1
 
0.7%
14402695 1
 
0.7%
Other values (140) 140
93.3%
ValueCountFrequency (%)
13106412 1
0.7%
13182377 1
0.7%
13269040 1
0.7%
13299122 1
0.7%
13317583 1
0.7%
13336285 1
0.7%
13589955 1
0.7%
13606202 1
0.7%
13606294 1
0.7%
13626745 1
0.7%
ValueCountFrequency (%)
15489432 1
0.7%
15447572 1
0.7%
15445830 1
0.7%
15435873 1
0.7%
15433066 1
0.7%
15432067 1
0.7%
15428950 1
0.7%
15424196 1
0.7%
15423388 1
0.7%
15423349 1
0.7%

공간정보 값(YMIN)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct150
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38827737
Minimum36724415
Maximum40687036
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:04:01.739716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36724415
5-th percentile37710925
Q138158484
median38766004
Q339416328
95-th percentile39957826
Maximum40687036
Range3962621
Interquartile range (IQR)1257843

Descriptive statistics

Standard deviation761532.92
Coefficient of variation (CV)0.019613116
Kurtosis-0.58012182
Mean38827737
Median Absolute Deviation (MAD)615368
Skewness-0.18529688
Sum5.8241606 × 109
Variance5.7993239 × 1011
MonotonicityNot monotonic
2023-12-12T16:04:01.908807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37787298 1
 
0.7%
39188460 1
 
0.7%
39110910 1
 
0.7%
39036452 1
 
0.7%
39026615 1
 
0.7%
38774372 1
 
0.7%
38768018 1
 
0.7%
38766988 1
 
0.7%
38765021 1
 
0.7%
38764920 1
 
0.7%
Other values (140) 140
93.3%
ValueCountFrequency (%)
36724415 1
0.7%
37028977 1
0.7%
37336444 1
0.7%
37343323 1
0.7%
37383424 1
0.7%
37391443 1
0.7%
37398736 1
0.7%
37701319 1
0.7%
37722666 1
0.7%
37729180 1
0.7%
ValueCountFrequency (%)
40687036 1
0.7%
40205691 1
0.7%
40123712 1
0.7%
40064133 1
0.7%
40060257 1
0.7%
40031378 1
0.7%
39963004 1
0.7%
39959572 1
0.7%
39955692 1
0.7%
39873591 1
0.7%

공간정보 값(XMAX)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct150
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14225521
Minimum13106412
Maximum15489432
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:04:02.156364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum13106412
5-th percentile13606243
Q113845302
median14166100
Q314402561
95-th percentile15423832
Maximum15489432
Range2383020
Interquartile range (IQR)557259

Descriptive statistics

Standard deviation511520.63
Coefficient of variation (CV)0.035957953
Kurtosis0.60246754
Mean14225521
Median Absolute Deviation (MAD)294555
Skewness0.75066635
Sum2.1338282 × 109
Variance2.6165336 × 1011
MonotonicityNot monotonic
2023-12-12T16:04:02.325620image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
14978222 1
 
0.7%
13589955 1
 
0.7%
14053200 1
 
0.7%
14546754 1
 
0.7%
14041508 1
 
0.7%
14452072 1
 
0.7%
14442968 1
 
0.7%
14386170 1
 
0.7%
14404663 1
 
0.7%
14402695 1
 
0.7%
Other values (140) 140
93.3%
ValueCountFrequency (%)
13106412 1
0.7%
13182377 1
0.7%
13269040 1
0.7%
13299122 1
0.7%
13317583 1
0.7%
13336285 1
0.7%
13589955 1
0.7%
13606202 1
0.7%
13606294 1
0.7%
13626745 1
0.7%
ValueCountFrequency (%)
15489432 1
0.7%
15447572 1
0.7%
15445830 1
0.7%
15435873 1
0.7%
15433066 1
0.7%
15432067 1
0.7%
15428950 1
0.7%
15424196 1
0.7%
15423388 1
0.7%
15423349 1
0.7%

공간정보 값(YMAX)
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct150
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38827737
Minimum36724415
Maximum40687036
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.4 KiB
2023-12-12T16:04:02.507752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36724415
5-th percentile37710925
Q138158484
median38766004
Q339416328
95-th percentile39957826
Maximum40687036
Range3962621
Interquartile range (IQR)1257843

Descriptive statistics

Standard deviation761532.92
Coefficient of variation (CV)0.019613116
Kurtosis-0.58012182
Mean38827737
Median Absolute Deviation (MAD)615368
Skewness-0.18529688
Sum5.8241606 × 109
Variance5.7993239 × 1011
MonotonicityNot monotonic
2023-12-12T16:04:02.707351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
37787298 1
 
0.7%
39188460 1
 
0.7%
39110910 1
 
0.7%
39036452 1
 
0.7%
39026615 1
 
0.7%
38774372 1
 
0.7%
38768018 1
 
0.7%
38766988 1
 
0.7%
38765021 1
 
0.7%
38764920 1
 
0.7%
Other values (140) 140
93.3%
ValueCountFrequency (%)
36724415 1
0.7%
37028977 1
0.7%
37336444 1
0.7%
37343323 1
0.7%
37383424 1
0.7%
37391443 1
0.7%
37398736 1
0.7%
37701319 1
0.7%
37722666 1
0.7%
37729180 1
0.7%
ValueCountFrequency (%)
40687036 1
0.7%
40205691 1
0.7%
40123712 1
0.7%
40064133 1
0.7%
40060257 1
0.7%
40031378 1
0.7%
39963004 1
0.7%
39959572 1
0.7%
39955692 1
0.7%
39873591 1
0.7%

Interactions

2023-12-12T16:04:00.492801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.269629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.661477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.115725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.594172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.355391image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.770616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.200240image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.700817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.456968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.899139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.303415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.804997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:03:59.550958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.004919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T16:04:00.401555image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T16:04:02.828413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간정보 값(XMIN)공간정보 값(YMIN)공간정보 값(XMAX)공간정보 값(YMAX)
공간정보 값(XMIN)1.0000.6581.0000.658
공간정보 값(YMIN)0.6581.0000.6581.000
공간정보 값(XMAX)1.0000.6581.0000.658
공간정보 값(YMAX)0.6581.0000.6581.000
2023-12-12T16:04:02.935293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간정보 값(XMIN)공간정보 값(YMIN)공간정보 값(XMAX)공간정보 값(YMAX)
공간정보 값(XMIN)1.0000.2131.0000.213
공간정보 값(YMIN)0.2131.0000.2131.000
공간정보 값(XMAX)1.0000.2131.0000.213
공간정보 값(YMAX)0.2131.0000.2131.000

Missing values

2023-12-12T16:04:00.938779image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:04:01.060259image/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

공간정보 타입공간정보 값(XMIN)공간정보 값(YMIN)공간정보 값(XMAX)공간정보 값(YMAX)
010114978222377872981497822237787298
110114363919367244151436391936724415
210114823923399595721482392339959572
310113987849399630041398784939963004
410115423349398469061542334939846906
510115409805398076651540980539807665
610115021829396863331502182939686333
710114551751395509371455175139550937
810114812235394717501481223539471750
910113859599394054141385959939405414
공간정보 타입공간정보 값(XMIN)공간정보 값(YMIN)공간정보 값(XMAX)공간정보 값(YMAX)
14010114575053389866301457505338986630
14110114256829380545261425682938054526
14210114259162380447481425916238044748
14310114259461380434711425946138043471
14410114260629380385431426062938038543
14510114156548377226661415654837722666
14610114450826373834241445082637383424
14710113804216400313781380421640031378
14810115433066397804731543306639780473
14910115435873397376881543587339737688