Overview

Dataset statistics

Number of variables7
Number of observations180
Missing cells0
Missing cells (%)0.0%
Duplicate rows6
Duplicate rows (%)3.3%
Total size in memory10.3 KiB
Average record size in memory58.7 B

Variable types

Categorical4
DateTime1
Numeric2

Dataset

Description속리산 로드킬 조사 데이터 입니다.(국립공원명, 조사일자, 자원명, 위치명, 경도, 위도)로 구성되어있습니다.
Author국립공원공단
URLhttps://www.data.go.kr/data/15124220/fileData.do

Alerts

국립공원명 has constant value ""Constant
Dataset has 6 (3.3%) duplicate rowsDuplicates
위치명 is highly overall correlated with 경도 and 2 other fieldsHigh correlation
로드킬구간명 is highly overall correlated with 경도 and 2 other fieldsHigh correlation
경도 is highly overall correlated with 위도 and 2 other fieldsHigh correlation
위도 is highly overall correlated with 경도 and 2 other fieldsHigh correlation

Reproduction

Analysis started2023-10-09 17:04:01.094943
Analysis finished2023-10-09 17:04:02.852131
Duration1.76 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

국립공원명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
속리산
180 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
속리산 180
100.0%

Length

2023-10-10T02:04:03.028923image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-10T02:04:03.263914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
속리산 180
100.0%

조사일자
Date

Distinct137
Distinct (%)76.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
Minimum2011-03-30 00:00:00
Maximum2022-10-15 00:00:00
2023-10-10T02:04:03.513647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-10-10T02:04:03.879416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

자원명
Categorical

Distinct29
Distinct (%)16.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
다람쥐
47 
살모사
23 
누룩뱀
18 
쇠살모사
18 
능구렁이
11 
Other values (24)
63 

Length

Max length8
Median length3
Mean length3.3722222
Min length2

Unique

Unique12 ?
Unique (%)6.7%

Sample

1st row족제비
2nd row고라니
3rd row두꺼비
4th row다람쥐
5th row족제비

Common Values

ValueCountFrequency (%)
다람쥐 47
26.1%
살모사 23
12.8%
누룩뱀 18
 
10.0%
쇠살모사 18
 
10.0%
능구렁이 11
 
6.1%
유혈목이 10
 
5.6%
두꺼비 8
 
4.4%
족제비 5
 
2.8%
멧토끼 5
 
2.8%
고라니 5
 
2.8%
Other values (19) 30
16.7%

Length

2023-10-10T02:04:04.199702image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
다람쥐 47
26.1%
살모사 23
12.8%
누룩뱀 18
 
10.0%
쇠살모사 18
 
10.0%
능구렁이 11
 
6.1%
유혈목이 10
 
5.6%
두꺼비 8
 
4.4%
족제비 5
 
2.8%
멧토끼 5
 
2.8%
고라니 5
 
2.8%
Other values (19) 30
16.7%

위치명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
속리산_로드킬구간 외
80 
지방도 517호
28 
농어촌도로 내속 202호
26 
지방도 505호
22 
지방도 997호
14 
Other values (2)
10 

Length

Max length13
Median length11
Mean length10.005556
Min length7

Unique

Unique1 ?
Unique (%)0.6%

Sample

1st row국지도 32호
2nd row국지도 32호
3rd row지방도 505호
4th row지방도 505호
5th row지방도 505호

Common Values

ValueCountFrequency (%)
속리산_로드킬구간 외 80
44.4%
지방도 517호 28
 
15.6%
농어촌도로 내속 202호 26
 
14.4%
지방도 505호 22
 
12.2%
지방도 997호 14
 
7.8%
국지도 32호 9
 
5.0%
지방도 922호 1
 
0.6%

Length

2023-10-10T02:04:04.465104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-10T02:04:04.759367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
속리산_로드킬구간 80
20.7%
외 80
20.7%
지방도 65
16.8%
517호 28
 
7.3%
농어촌도로 26
 
6.7%
내속 26
 
6.7%
202호 26
 
6.7%
505호 22
 
5.7%
997호 14
 
3.6%
국지도 9
 
2.3%
Other values (2) 10
 
2.6%

로드킬구간명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
속리산_로드킬구간 외
80 
속리_로드킬_003
28 
속리_로드킬_005
26 
속리_로드킬_004
22 
속리_로드킬_001
14 
Other values (2)
10 

Length

Max length11
Median length10
Mean length10.444444
Min length10

Unique

Unique1 ?
Unique (%)0.6%

Sample

1st row속리_로드킬_002
2nd row속리_로드킬_002
3rd row속리_로드킬_004
4th row속리_로드킬_004
5th row속리_로드킬_004

Common Values

ValueCountFrequency (%)
속리산_로드킬구간 외 80
44.4%
속리_로드킬_003 28
 
15.6%
속리_로드킬_005 26
 
14.4%
속리_로드킬_004 22
 
12.2%
속리_로드킬_001 14
 
7.8%
속리_로드킬_002 9
 
5.0%
속리_로드킬_006 1
 
0.6%

Length

2023-10-10T02:04:05.120036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-10T02:04:05.462235image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
속리산_로드킬구간 80
30.8%
외 80
30.8%
속리_로드킬_003 28
 
10.8%
속리_로드킬_005 26
 
10.0%
속리_로드킬_004 22
 
8.5%
속리_로드킬_001 14
 
5.4%
속리_로드킬_002 9
 
3.5%
속리_로드킬_006 1
 
0.4%

경도
Real number (ℝ)

HIGH CORRELATION 

Distinct7
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.87303
Minimum127.82359
Maximum127.94472
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2023-10-10T02:04:05.705546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.82359
5-th percentile127.82359
Q1127.8743
median127.87894
Q3127.87894
95-th percentile127.90337
Maximum127.94472
Range0.1211221
Interquartile range (IQR)0.004640825

Descriptive statistics

Standard deviation0.023798438
Coefficient of variation (CV)0.00018610991
Kurtosis0.60298027
Mean127.87303
Median Absolute Deviation (MAD)0.0043283
Skewness-0.85178239
Sum23017.145
Variance0.00056636565
MonotonicityNot monotonic
2023-10-10T02:04:05.945402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
127.8789419 80
44.4%
127.9033749 28
 
15.6%
127.8746136 26
 
14.4%
127.8235942 22
 
12.2%
127.8733635 14
 
7.8%
127.8338308 9
 
5.0%
127.9447163 1
 
0.6%
ValueCountFrequency (%)
127.8235942 22
 
12.2%
127.8338308 9
 
5.0%
127.8733635 14
 
7.8%
127.8746136 26
 
14.4%
127.8789419 80
44.4%
127.9033749 28
 
15.6%
127.9447163 1
 
0.6%
ValueCountFrequency (%)
127.9447163 1
 
0.6%
127.9033749 28
 
15.6%
127.8789419 80
44.4%
127.8746136 26
 
14.4%
127.8733635 14
 
7.8%
127.8338308 9
 
5.0%
127.8235942 22
 
12.2%

위도
Real number (ℝ)

HIGH CORRELATION 

Distinct7
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.636642
Minimum36.4883
Maximum36.7345
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2023-10-10T02:04:06.176500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36.4883
5-th percentile36.4883
Q136.5033
median36.689452
Q336.689452
95-th percentile36.7345
Maximum36.7345
Range0.2462
Interquartile range (IQR)0.18615195

Descriptive statistics

Standard deviation0.091128937
Coefficient of variation (CV)0.0024873714
Kurtosis-1.1942928
Mean36.636642
Median Absolute Deviation (MAD)0.0284
Skewness-0.71745651
Sum6594.5956
Variance0.0083044832
MonotonicityNot monotonic
2023-10-10T02:04:06.359720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
36.68945195 80
44.4%
36.7345 28
 
15.6%
36.5033 26
 
14.4%
36.4883 22
 
12.2%
36.5897 14
 
7.8%
36.6777 9
 
5.0%
36.6899 1
 
0.6%
ValueCountFrequency (%)
36.4883 22
 
12.2%
36.5033 26
 
14.4%
36.5897 14
 
7.8%
36.6777 9
 
5.0%
36.68945195 80
44.4%
36.6899 1
 
0.6%
36.7345 28
 
15.6%
ValueCountFrequency (%)
36.7345 28
 
15.6%
36.6899 1
 
0.6%
36.68945195 80
44.4%
36.6777 9
 
5.0%
36.5897 14
 
7.8%
36.5033 26
 
14.4%
36.4883 22
 
12.2%

Interactions

2023-10-10T02:04:02.017353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-10-10T02:04:01.614684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-10-10T02:04:02.238713image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-10-10T02:04:01.818326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-10-10T02:04:06.491585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
자원명위치명로드킬구간명경도위도
자원명1.0000.4450.4450.3420.343
위치명0.4451.0001.0001.0001.000
로드킬구간명0.4451.0001.0001.0001.000
경도0.3421.0001.0001.0000.757
위도0.3431.0001.0000.7571.000
2023-10-10T02:04:06.733029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위치명로드킬구간명자원명
위치명1.0001.0000.186
로드킬구간명1.0001.0000.186
자원명0.1860.1861.000
2023-10-10T02:04:06.941614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
경도위도자원명위치명로드킬구간명
경도1.0000.9620.1680.9910.991
위도0.9621.0000.1550.9940.994
자원명0.1680.1551.0000.1860.186
위치명0.9910.9940.1861.0001.000
로드킬구간명0.9910.9940.1861.0001.000

Missing values

2023-10-10T02:04:02.464746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-10-10T02:04:02.697533image/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

국립공원명조사일자자원명위치명로드킬구간명경도위도
0속리산2022-10-15족제비국지도 32호속리_로드킬_002127.83383136.6777
1속리산2022-10-01고라니국지도 32호속리_로드킬_002127.83383136.6777
2속리산2022-07-23두꺼비지방도 505호속리_로드킬_004127.82359436.4883
3속리산2022-06-26다람쥐지방도 505호속리_로드킬_004127.82359436.4883
4속리산2021-10-13족제비지방도 505호속리_로드킬_004127.82359436.4883
5속리산2021-05-04청설모속리산_로드킬구간 외속리산_로드킬구간 외127.87894236.689452
6속리산2021-03-30족제비지방도 997호속리_로드킬_001127.87336336.5897
7속리산2020-10-08누룩뱀지방도 997호속리_로드킬_001127.87336336.5897
8속리산2020-10-08능구렁이지방도 997호속리_로드킬_001127.87336336.5897
9속리산2020-06-08다람쥐지방도 505호속리_로드킬_004127.82359436.4883
국립공원명조사일자자원명위치명로드킬구간명경도위도
170속리산2011-06-17쇠살모사지방도 517호속리_로드킬_003127.90337536.7345
171속리산2011-06-17두더지지방도 517호속리_로드킬_003127.90337536.7345
172속리산2011-06-13유혈목이속리산_로드킬구간 외속리산_로드킬구간 외127.87894236.689452
173속리산2011-04-21다람쥐속리산_로드킬구간 외속리산_로드킬구간 외127.87894236.689452
174속리산2011-04-19다람쥐농어촌도로 내속 202호속리_로드킬_005127.87461436.5033
175속리산2011-04-08다람쥐지방도 505호속리_로드킬_004127.82359436.4883
176속리산2011-04-07큰산개구리농어촌도로 내속 202호속리_로드킬_005127.87461436.5033
177속리산2011-04-03큰산개구리지방도 517호속리_로드킬_003127.90337536.7345
178속리산2011-04-03큰산개구리지방도 517호속리_로드킬_003127.90337536.7345
179속리산2011-03-30박새속리산_로드킬구간 외속리산_로드킬구간 외127.87894236.689452

Duplicate rows

Most frequently occurring

국립공원명조사일자자원명위치명로드킬구간명경도위도# duplicates
2속리산2012-08-19살모사속리산_로드킬구간 외속리산_로드킬구간 외127.87894236.6894523
0속리산2011-04-03큰산개구리지방도 517호속리_로드킬_003127.90337536.73452
1속리산2011-06-17쇠살모사지방도 517호속리_로드킬_003127.90337536.73452
3속리산2012-09-28다람쥐지방도 517호속리_로드킬_003127.90337536.73452
4속리산2015-07-15다람쥐국지도 32호속리_로드킬_002127.83383136.67772
5속리산2016-08-15살모사농어촌도로 내속 202호속리_로드킬_005127.87461436.50332