Overview

Dataset statistics

Number of variables10
Number of observations473
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory38.0 KiB
Average record size in memory82.3 B

Variable types

Numeric2
Categorical8

Dataset

Description국립자연휴양림 기관아이디,기관명,지역,연락처,홈페이지주소,위약금규정일수,성수기 평일,성수기 주말,비수기 평일,비수기 주말 위약금 정책 정보를 제공합니다.
URLhttps://www.data.go.kr/data/15091722/fileData.do

Alerts

기관명 is highly overall correlated with 기관아이디 and 3 other fieldsHigh correlation
비수기 주말 is highly overall correlated with 위약금규정일수 and 3 other fieldsHigh correlation
성수기 주말 is highly overall correlated with 위약금규정일수 and 3 other fieldsHigh correlation
홈페이지주소 is highly overall correlated with 기관아이디 and 3 other fieldsHigh correlation
지역 is highly overall correlated with 기관명 and 2 other fieldsHigh correlation
비수기 평일 is highly overall correlated with 위약금규정일수 and 3 other fieldsHigh correlation
연락처 is highly overall correlated with 기관아이디 and 3 other fieldsHigh correlation
성수기 평일 is highly overall correlated with 위약금규정일수 and 3 other fieldsHigh correlation
기관아이디 is highly overall correlated with 기관명 and 2 other fieldsHigh correlation
위약금규정일수 is highly overall correlated with 성수기 평일 and 3 other fieldsHigh correlation
위약금규정일수 has 43 (9.1%) zerosZeros

Reproduction

Analysis started2023-12-11 23:32:57.162409
Analysis finished2023-12-11 23:32:58.501790
Duration1.34 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기관아이디
Real number (ℝ)

HIGH CORRELATION 

Distinct43
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean173.83721
Minimum101
Maximum301
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T08:32:58.826909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum101
5-th percentile103
Q1111
median188
Q3202
95-th percentile245
Maximum301
Range200
Interquartile range (IQR)91

Descriptive statistics

Standard deviation55.621878
Coefficient of variation (CV)0.31996532
Kurtosis-0.7437561
Mean173.83721
Median Absolute Deviation (MAD)47
Skewness0.22370212
Sum82225
Variance3093.7934
MonotonicityIncreasing
2023-12-12T08:32:58.977784image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%)
101 11
 
2.3%
102 11
 
2.3%
191 11
 
2.3%
192 11
 
2.3%
193 11
 
2.3%
194 11
 
2.3%
195 11
 
2.3%
196 11
 
2.3%
200 11
 
2.3%
201 11
 
2.3%
Other values (33) 363
76.7%
ValueCountFrequency (%)
101 11
2.3%
102 11
2.3%
103 11
2.3%
104 11
2.3%
105 11
2.3%
106 11
2.3%
107 11
2.3%
108 11
2.3%
109 11
2.3%
110 11
2.3%
ValueCountFrequency (%)
301 11
2.3%
300 11
2.3%
245 11
2.3%
244 11
2.3%
243 11
2.3%
242 11
2.3%
224 11
2.3%
223 11
2.3%
222 11
2.3%
220 11
2.3%

기관명
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
유명산 자연휴양림
 
11
미천골 자연휴양림
 
11
산음 자연휴양림
 
11
아세안 자연휴양림
 
11
신불산 자연휴양림
 
11
Other values (38)
418 

Length

Max length10
Median length9
Mean length8.9069767
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row유명산 자연휴양림
2nd row유명산 자연휴양림
3rd row유명산 자연휴양림
4th row유명산 자연휴양림
5th row유명산 자연휴양림

Common Values

ValueCountFrequency (%)
유명산 자연휴양림 11
 
2.3%
미천골 자연휴양림 11
 
2.3%
산음 자연휴양림 11
 
2.3%
아세안 자연휴양림 11
 
2.3%
신불산 자연휴양림 11
 
2.3%
청태산 자연휴양림 11
 
2.3%
삼봉 자연휴양림 11
 
2.3%
중미산 자연휴양림 11
 
2.3%
방태산 자연휴양림 11
 
2.3%
복주산 자연휴양림 11
 
2.3%
Other values (33) 363
76.7%

Length

2023-12-12T08:32:59.139442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
자연휴양림 451
48.2%
진도 11
 
1.2%
달음산 11
 
1.2%
용현 11
 
1.2%
오서산 11
 
1.2%
남해편백 11
 
1.2%
통고산 11
 
1.2%
운장산 11
 
1.2%
운문산 11
 
1.2%
천관산 11
 
1.2%
Other values (35) 385
41.2%

지역
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
강원
143 
대구/경북
66 
인천/경기
55 
전북
55 
부산/경남
44 
Other values (3)
110 

Length

Max length5
Median length2
Mean length3.0465116
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인천/경기
2nd row인천/경기
3rd row인천/경기
4th row인천/경기
5th row인천/경기

Common Values

ValueCountFrequency (%)
강원 143
30.2%
대구/경북 66
14.0%
인천/경기 55
 
11.6%
전북 55
 
11.6%
부산/경남 44
 
9.3%
전남 44
 
9.3%
충북 33
 
7.0%
충남 33
 
7.0%

Length

2023-12-12T08:32:59.315466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:32:59.461446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원 143
30.2%
대구/경북 66
14.0%
인천/경기 55
 
11.6%
전북 55
 
11.6%
부산/경남 44
 
9.3%
전남 44
 
9.3%
충북 33
 
7.0%
충남 33
 
7.0%

연락처
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
031-589-5487
 
11
033-673-1806
 
11
031-774-8133
 
11
031-871-2796
 
11
052-254-2123
 
11
Other values (38)
418 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row031-589-5487
2nd row031-589-5487
3rd row031-589-5487
4th row031-589-5487
5th row031-589-5487

Common Values

ValueCountFrequency (%)
031-589-5487 11
 
2.3%
033-673-1806 11
 
2.3%
031-774-8133 11
 
2.3%
031-871-2796 11
 
2.3%
052-254-2123 11
 
2.3%
033-343-9707 11
 
2.3%
033-435-8536 11
 
2.3%
031-771-7166 11
 
2.3%
033-463-8590 11
 
2.3%
033-458-9426 11
 
2.3%
Other values (33) 363
76.7%

Length

2023-12-12T08:32:59.614133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
031-589-5487 11
 
2.3%
063-581-9977 11
 
2.3%
041-936-5465 11
 
2.3%
055-867-7881 11
 
2.3%
054-783-3167 11
 
2.3%
063-432-1193 11
 
2.3%
054-373-1327 11
 
2.3%
061-867-6974 11
 
2.3%
061-754-4400 11
 
2.3%
061-542-2346 11
 
2.3%
Other values (33) 363
76.7%

홈페이지주소
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
http://www.foresttrip.go.kr/0101
 
11
http://www.foresttrip.go.kr/0112
 
11
http://www.foresttrip.go.kr/0103
 
11
http://www.foresttrip.go.kr/0104
 
11
http://www.foresttrip.go.kr/0105
 
11
Other values (38)
418 

Length

Max length32
Median length32
Mean length32
Min length32

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://www.foresttrip.go.kr/0101
2nd rowhttp://www.foresttrip.go.kr/0101
3rd rowhttp://www.foresttrip.go.kr/0101
4th rowhttp://www.foresttrip.go.kr/0101
5th rowhttp://www.foresttrip.go.kr/0101

Common Values

ValueCountFrequency (%)
http://www.foresttrip.go.kr/0101 11
 
2.3%
http://www.foresttrip.go.kr/0112 11
 
2.3%
http://www.foresttrip.go.kr/0103 11
 
2.3%
http://www.foresttrip.go.kr/0104 11
 
2.3%
http://www.foresttrip.go.kr/0105 11
 
2.3%
http://www.foresttrip.go.kr/0106 11
 
2.3%
http://www.foresttrip.go.kr/0107 11
 
2.3%
http://www.foresttrip.go.kr/0108 11
 
2.3%
http://www.foresttrip.go.kr/0109 11
 
2.3%
http://www.foresttrip.go.kr/0110 11
 
2.3%
Other values (33) 363
76.7%

Length

2023-12-12T08:32:59.717556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
http://www.foresttrip.go.kr/0101 11
 
2.3%
http://www.foresttrip.go.kr/0189 11
 
2.3%
http://www.foresttrip.go.kr/0191 11
 
2.3%
http://www.foresttrip.go.kr/0192 11
 
2.3%
http://www.foresttrip.go.kr/0193 11
 
2.3%
http://www.foresttrip.go.kr/0194 11
 
2.3%
http://www.foresttrip.go.kr/0195 11
 
2.3%
http://www.foresttrip.go.kr/0196 11
 
2.3%
http://www.foresttrip.go.kr/0200 11
 
2.3%
http://www.foresttrip.go.kr/0201 11
 
2.3%
Other values (33) 363
76.7%

위약금규정일수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct11
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5
Minimum0
Maximum10
Zeros43
Zeros (%)9.1%
Negative0
Negative (%)0.0%
Memory size4.3 KiB
2023-12-12T08:32:59.843953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q38
95-th percentile10
Maximum10
Range10
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.1656258
Coefficient of variation (CV)0.63312515
Kurtosis-1.2202022
Mean5
Median Absolute Deviation (MAD)3
Skewness0
Sum2365
Variance10.021186
MonotonicityNot monotonic
2023-12-12T08:32:59.996971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 43
9.1%
1 43
9.1%
2 43
9.1%
3 43
9.1%
4 43
9.1%
5 43
9.1%
6 43
9.1%
7 43
9.1%
8 43
9.1%
9 43
9.1%
ValueCountFrequency (%)
0 43
9.1%
1 43
9.1%
2 43
9.1%
3 43
9.1%
4 43
9.1%
5 43
9.1%
6 43
9.1%
7 43
9.1%
8 43
9.1%
9 43
9.1%
ValueCountFrequency (%)
10 43
9.1%
9 43
9.1%
8 43
9.1%
7 43
9.1%
6 43
9.1%
5 43
9.1%
4 43
9.1%
3 43
9.1%
2 43
9.1%
1 43
9.1%

성수기 평일
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
0%
258 
100%
43 
80%
43 
50%
43 
30%
43 

Length

Max length4
Median length2
Mean length2.5454545
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row100%
2nd row80%
3rd row50%
4th row30%
5th row10%

Common Values

ValueCountFrequency (%)
0% 258
54.5%
100% 43
 
9.1%
80% 43
 
9.1%
50% 43
 
9.1%
30% 43
 
9.1%
10% 43
 
9.1%

Length

2023-12-12T08:33:00.154322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:00.289900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 258
54.5%
100 43
 
9.1%
80 43
 
9.1%
50 43
 
9.1%
30 43
 
9.1%
10 43
 
9.1%

성수기 주말
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
0%
258 
100%
43 
90%
43 
60%
43 
40%
43 

Length

Max length4
Median length2
Mean length2.5454545
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row100%
2nd row90%
3rd row60%
4th row40%
5th row20%

Common Values

ValueCountFrequency (%)
0% 258
54.5%
100% 43
 
9.1%
90% 43
 
9.1%
60% 43
 
9.1%
40% 43
 
9.1%
20% 43
 
9.1%

Length

2023-12-12T08:33:00.443645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:00.573313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 258
54.5%
100 43
 
9.1%
90 43
 
9.1%
60 43
 
9.1%
40 43
 
9.1%
20 43
 
9.1%

비수기 평일
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
0%
387 
20%
43 
10%
43 

Length

Max length3
Median length2
Mean length2.1818182
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20%
2nd row10%
3rd row0%
4th row0%
5th row0%

Common Values

ValueCountFrequency (%)
0% 387
81.8%
20% 43
 
9.1%
10% 43
 
9.1%

Length

2023-12-12T08:33:00.713606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:00.851969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 387
81.8%
20 43
 
9.1%
10 43
 
9.1%

비수기 주말
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size3.8 KiB
0%
387 
30%
43 
20%
43 

Length

Max length3
Median length2
Mean length2.1818182
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row30%
2nd row20%
3rd row0%
4th row0%
5th row0%

Common Values

ValueCountFrequency (%)
0% 387
81.8%
30% 43
 
9.1%
20% 43
 
9.1%

Length

2023-12-12T08:33:00.946480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T08:33:01.051838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 387
81.8%
30 43
 
9.1%
20 43
 
9.1%

Interactions

2023-12-12T08:32:58.029097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:32:57.819476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:32:58.173711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T08:32:57.926206image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T08:33:01.129305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관아이디기관명지역연락처홈페이지주소위약금규정일수성수기 평일성수기 주말비수기 평일비수기 주말
기관아이디1.0001.0000.8801.0001.0000.0000.0000.0000.0000.000
기관명1.0001.0001.0001.0001.0000.0000.0000.0000.0000.000
지역0.8801.0001.0001.0001.0000.0000.0000.0000.0000.000
연락처1.0001.0001.0001.0001.0000.0000.0000.0000.0000.000
홈페이지주소1.0001.0001.0001.0001.0000.0000.0000.0000.0000.000
위약금규정일수0.0000.0000.0000.0000.0001.0001.0001.0001.0001.000
성수기 평일0.0000.0000.0000.0000.0001.0001.0001.0001.0001.000
성수기 주말0.0000.0000.0000.0000.0001.0001.0001.0001.0001.000
비수기 평일0.0000.0000.0000.0000.0001.0001.0001.0001.0001.000
비수기 주말0.0000.0000.0000.0000.0001.0001.0001.0001.0001.000
2023-12-12T08:33:01.246517image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관명비수기 주말성수기 주말홈페이지주소지역비수기 평일연락처성수기 평일
기관명1.0000.0000.0001.0000.9620.0001.0000.000
비수기 주말0.0001.0000.9970.0000.0001.0000.0000.997
성수기 주말0.0000.9971.0000.0000.0000.9970.0001.000
홈페이지주소1.0000.0000.0001.0000.9620.0001.0000.000
지역0.9620.0000.0000.9621.0000.0000.9620.000
비수기 평일0.0001.0000.9970.0000.0001.0000.0000.997
연락처1.0000.0000.0001.0000.9620.0001.0000.000
성수기 평일0.0000.9971.0000.0000.0000.9970.0001.000
2023-12-12T08:33:01.350355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기관아이디위약금규정일수기관명지역연락처홈페이지주소성수기 평일성수기 주말비수기 평일비수기 주말
기관아이디1.0000.0000.9620.4890.9620.9620.0000.0000.0000.000
위약금규정일수0.0001.0000.0000.0000.0000.0000.8880.8880.6950.695
기관명0.9620.0001.0000.9621.0001.0000.0000.0000.0000.000
지역0.4890.0000.9621.0000.9620.9620.0000.0000.0000.000
연락처0.9620.0001.0000.9621.0001.0000.0000.0000.0000.000
홈페이지주소0.9620.0001.0000.9621.0001.0000.0000.0000.0000.000
성수기 평일0.0000.8880.0000.0000.0000.0001.0001.0000.9970.997
성수기 주말0.0000.8880.0000.0000.0000.0001.0001.0000.9970.997
비수기 평일0.0000.6950.0000.0000.0000.0000.9970.9971.0001.000
비수기 주말0.0000.6950.0000.0000.0000.0000.9970.9971.0001.000

Missing values

2023-12-12T08:32:58.290451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T08:32:58.437370image/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

기관아이디기관명지역연락처홈페이지주소위약금규정일수성수기 평일성수기 주말비수기 평일비수기 주말
0101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/01010100%100%20%30%
1101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/0101180%90%10%20%
2101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/0101250%60%0%0%
3101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/0101330%40%0%0%
4101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/0101410%20%0%0%
5101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/010150%0%0%0%
6101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/010160%0%0%0%
7101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/010170%0%0%0%
8101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/010180%0%0%0%
9101유명산 자연휴양림인천/경기031-589-5487http://www.foresttrip.go.kr/010190%0%0%0%
기관아이디기관명지역연락처홈페이지주소위약금규정일수성수기 평일성수기 주말비수기 평일비수기 주말
463301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/0301180%90%10%20%
464301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/0301250%60%0%0%
465301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/0301330%40%0%0%
466301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/0301410%20%0%0%
467301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/030150%0%0%0%
468301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/030160%0%0%0%
469301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/030170%0%0%0%
470301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/030180%0%0%0%
471301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/030190%0%0%0%
472301신시도자연휴양림전북063-464-5580http://www.foresttrip.go.kr/0301100%0%0%0%