Overview

Dataset statistics

Number of variables8
Number of observations33
Missing cells101
Missing cells (%)38.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.3 KiB
Average record size in memory71.0 B

Variable types

Categorical3
Text2
Unsupported3

Dataset

Description강원특별자치도 소재 자연휴양림 현황에 대한 정보를 제공합니다. - 제공 데이터 : 시도명, 시군명, 자연휴양림 명칭, 구분(국립, 공립, 사립), 소재지주소
URLhttps://www.data.go.kr/data/15033672/fileData.do

Alerts

시군명 is highly overall correlated with 시도명High correlation
시도명 is highly overall correlated with 구분 and 1 other fieldsHigh correlation
구분 is highly overall correlated with 시도명High correlation
시도명 is highly imbalanced (80.4%)Imbalance
자연휴양림 명칭 has 1 (3.0%) missing valuesMissing
주소 has 1 (3.0%) missing valuesMissing
Unnamed: 5 has 33 (100.0%) missing valuesMissing
Unnamed: 6 has 33 (100.0%) missing valuesMissing
Unnamed: 7 has 33 (100.0%) missing valuesMissing
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-11 22:52:11.436922
Analysis finished2023-12-11 22:52:12.002777
Duration0.57 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)12.1%
Missing0
Missing (%)0.0%
Memory size396.0 B
공립
14 
국립
12 
사립
6 
<NA>
 
1

Length

Max length4
Median length2
Mean length2.0606061
Min length2

Unique

Unique1 ?
Unique (%)3.0%

Sample

1st row국립
2nd row공립
3rd row공립
4th row공립
5th row국립

Common Values

ValueCountFrequency (%)
공립 14
42.4%
국립 12
36.4%
사립 6
18.2%
<NA> 1
 
3.0%

Length

2023-12-12T07:52:12.074588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T07:52:12.182880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 14
42.4%
국립 12
36.4%
사립 6
18.2%
na 1
 
3.0%

시도명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Memory size396.0 B
강원특별자치도
32 
<NA>
 
1

Length

Max length7
Median length7
Mean length6.9090909
Min length4

Unique

Unique1 ?
Unique (%)3.0%

Sample

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

Common Values

ValueCountFrequency (%)
강원특별자치도 32
97.0%
<NA> 1
 
3.0%

Length

2023-12-12T07:52:12.289201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T07:52:12.416877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원특별자치도 32
97.0%
na 1
 
3.0%

시군명
Categorical

HIGH CORRELATION 

Distinct15
Distinct (%)45.5%
Missing0
Missing (%)0.0%
Memory size396.0 B
춘천시
4 
횡성군
4 
원주시
3 
홍천군
3 
인제군
3 
Other values (10)
16 

Length

Max length4
Median length3
Mean length3.030303
Min length3

Unique

Unique4 ?
Unique (%)12.1%

Sample

1st row춘천시
2nd row춘천시
3rd row춘천시
4th row춘천시
5th row원주시

Common Values

ValueCountFrequency (%)
춘천시 4
12.1%
횡성군 4
12.1%
원주시 3
9.1%
홍천군 3
9.1%
인제군 3
9.1%
강릉시 2
 
6.1%
삼척시 2
 
6.1%
평창군 2
 
6.1%
정선군 2
 
6.1%
철원군 2
 
6.1%
Other values (5) 6
18.2%

Length

2023-12-12T07:52:12.508836image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
춘천시 4
12.1%
횡성군 4
12.1%
원주시 3
9.1%
홍천군 3
9.1%
인제군 3
9.1%
강릉시 2
 
6.1%
삼척시 2
 
6.1%
평창군 2
 
6.1%
정선군 2
 
6.1%
철원군 2
 
6.1%
Other values (5) 6
18.2%

자연휴양림 명칭
Text

MISSING 

Distinct32
Distinct (%)100.0%
Missing1
Missing (%)3.0%
Memory size396.0 B
2023-12-12T07:52:12.716419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length9.5
Mean length8.0625
Min length6

Characters and Unicode

Total characters258
Distinct characters74
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique32 ?
Unique (%)100.0%

Sample

1st row용화산자연휴양림
2nd row강원숲체험장
3rd row집다리골자연휴양림
4th row춘천숲자연휴양림
5th row백운산자연휴양림
ValueCountFrequency (%)
용화산자연휴양림 1
 
3.1%
강원숲체험장 1
 
3.1%
미천골자연휴양림 1
 
3.1%
하추자연휴양림 1
 
3.1%
용대산자연휴양림 1
 
3.1%
방태산자연휴양림 1
 
3.1%
광치자연휴양림 1
 
3.1%
철원두루웰숲속문화촌 1
 
3.1%
복주산자연휴양림 1
 
3.1%
동강전망자연휴양림 1
 
3.1%
Other values (22) 22
68.8%
2023-12-12T07:52:13.100487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
자 30
 
11.6%
연 30
 
11.6%
휴 30
 
11.6%
양 30
 
11.6%
림 30
 
11.6%
산 13
 
5.0%
리 4
 
1.6%
숲 3
 
1.2%
두 3
 
1.2%
천 3
 
1.2%
Other values (64) 82
31.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 258
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
자 30
 
11.6%
연 30
 
11.6%
휴 30
 
11.6%
양 30
 
11.6%
림 30
 
11.6%
산 13
 
5.0%
리 4
 
1.6%
숲 3
 
1.2%
두 3
 
1.2%
천 3
 
1.2%
Other values (64) 82
31.8%

Most occurring scripts

ValueCountFrequency (%)
Hangul 258
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
자 30
 
11.6%
연 30
 
11.6%
휴 30
 
11.6%
양 30
 
11.6%
림 30
 
11.6%
산 13
 
5.0%
리 4
 
1.6%
숲 3
 
1.2%
두 3
 
1.2%
천 3
 
1.2%
Other values (64) 82
31.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 258
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
자 30
 
11.6%
연 30
 
11.6%
휴 30
 
11.6%
양 30
 
11.6%
림 30
 
11.6%
산 13
 
5.0%
리 4
 
1.6%
숲 3
 
1.2%
두 3
 
1.2%
천 3
 
1.2%
Other values (64) 82
31.8%

주소
Text

MISSING 

Distinct32
Distinct (%)100.0%
Missing1
Missing (%)3.0%
Memory size396.0 B
2023-12-12T07:52:13.378186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length23
Mean length17.21875
Min length12

Characters and Unicode

Total characters551
Distinct characters115
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique32 ?
Unique (%)100.0%

Sample

1st row춘천시 사북면 사여골길 294
2nd row춘천시 서면 납실길 107-64
3rd row춘천시 사북면 화악지암1길 129
4th row춘천시 동산면 종자리로 224-104
5th row원주시 판부면 백운산길 81
ValueCountFrequency (%)
춘천시 4
 
3.1%
횡성군 4
 
3.1%
인제군 3
 
2.3%
서면 3
 
2.3%
둔내면 3
 
2.3%
홍천군 3
 
2.3%
원주시 3
 
2.3%
사북면 2
 
1.5%
청태산로 2
 
1.5%
평창군 2
 
1.5%
Other values (95) 102
77.9%
2023-12-12T07:52:14.036266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
99
 
18.0%
1 30
 
5.4%
면 25
 
4.5%
길 24
 
4.4%
군 20
 
3.6%
2 16
 
2.9%
6 16
 
2.9%
로 13
 
2.4%
5 13
 
2.4%
시 12
 
2.2%
Other values (105) 283
51.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 317
57.5%
Decimal Number 126
 
22.9%
Space Separator 99
 
18.0%
Dash Punctuation 9
 
1.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
면 25
 
7.9%
길 24
 
7.6%
군 20
 
6.3%
로 13
 
4.1%
시 12
 
3.8%
산 10
 
3.2%
천 10
 
3.2%
양 9
 
2.8%
원 7
 
2.2%
동 7
 
2.2%
Other values (93) 180
56.8%
Decimal Number
ValueCountFrequency (%)
1 30
23.8%
2 16
12.7%
6 16
12.7%
5 13
10.3%
4 11
 
8.7%
7 11
 
8.7%
3 9
 
7.1%
9 7
 
5.6%
8 7
 
5.6%
0 6
 
4.8%
Space Separator
ValueCountFrequency (%)
99
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 9
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 317
57.5%
Common 234
42.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
면 25
 
7.9%
길 24
 
7.6%
군 20
 
6.3%
로 13
 
4.1%
시 12
 
3.8%
산 10
 
3.2%
천 10
 
3.2%
양 9
 
2.8%
원 7
 
2.2%
동 7
 
2.2%
Other values (93) 180
56.8%
Common
ValueCountFrequency (%)
99
42.3%
1 30
 
12.8%
2 16
 
6.8%
6 16
 
6.8%
5 13
 
5.6%
4 11
 
4.7%
7 11
 
4.7%
3 9
 
3.8%
- 9
 
3.8%
9 7
 
3.0%
Other values (2) 13
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 317
57.5%
ASCII 234
42.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
99
42.3%
1 30
 
12.8%
2 16
 
6.8%
6 16
 
6.8%
5 13
 
5.6%
4 11
 
4.7%
7 11
 
4.7%
3 9
 
3.8%
- 9
 
3.8%
9 7
 
3.0%
Other values (2) 13
 
5.6%
Hangul
ValueCountFrequency (%)
면 25
 
7.9%
길 24
 
7.6%
군 20
 
6.3%
로 13
 
4.1%
시 12
 
3.8%
산 10
 
3.2%
천 10
 
3.2%
양 9
 
2.8%
원 7
 
2.2%
동 7
 
2.2%
Other values (93) 180
56.8%

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)100.0%
Memory size429.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)100.0%
Memory size429.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)100.0%
Memory size429.0 B

Correlations

2023-12-12T07:52:14.123035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분시군명자연휴양림 명칭주소
구분1.0000.0001.0001.000
시군명0.0001.0001.0001.000
자연휴양림 명칭1.0001.0001.0001.000
주소1.0001.0001.0001.000
2023-12-12T07:52:14.200483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군명시도명구분
시군명1.0001.0000.000
시도명1.0001.0001.000
구분0.0001.0001.000
2023-12-12T07:52:14.275273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
구분시도명시군명
구분1.0001.0000.000
시도명1.0001.0001.000
시군명0.0001.0001.000

Missing values

2023-12-12T07:52:11.705208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T07:52:11.840276image/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.
2023-12-12T07:52:11.944409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

구분시도명시군명자연휴양림 명칭주소Unnamed: 5Unnamed: 6Unnamed: 7
0국립강원특별자치도춘천시용화산자연휴양림춘천시 사북면 사여골길 294<NA><NA><NA>
1공립강원특별자치도춘천시강원숲체험장춘천시 서면 납실길 107-64<NA><NA><NA>
2공립강원특별자치도춘천시집다리골자연휴양림춘천시 사북면 화악지암1길 129<NA><NA><NA>
3공립강원특별자치도춘천시춘천숲자연휴양림춘천시 동산면 종자리로 224-104<NA><NA><NA>
4국립강원특별자치도원주시백운산자연휴양림원주시 판부면 백운산길 81<NA><NA><NA>
5공립강원특별자치도원주시치악산자연휴양림원주시 판부면 휴양림길 66<NA><NA><NA>
6사립강원특별자치도원주시피노키오자연휴양림원주시 산림면 소야1길 72<NA><NA><NA>
7국립강원특별자치도강릉시대관령자연휴양림강릉시 성산면 삼포암길 133<NA><NA><NA>
8공립강원특별자치도강릉시임해자연휴양림강릉시 강동면 율곡로 1715-85<NA><NA><NA>
9공립강원특별자치도태백시태백고원자연휴양림태백시 머리골길 153<NA><NA><NA>
구분시도명시군명자연휴양림 명칭주소Unnamed: 5Unnamed: 6Unnamed: 7
23공립강원특별자치도정선군동강전망자연휴양림정선군 신동읍 동강로 916-212<NA><NA><NA>
24국립강원특별자치도철원군복주산자연휴양림철원군 근남면 하오재로 818<NA><NA><NA>
25공립강원특별자치도철원군철원두루웰숲속문화촌철원군 갈말읍 지경1길 69<NA><NA><NA>
26공립강원특별자치도양구군광치자연휴양림양구군 남면 광치령로 1794번길 265<NA><NA><NA>
27국립강원특별자치도인제군방태산자연휴양림인제군 기린면 방태산길 241<NA><NA><NA>
28국립강원특별자치도인제군용대산자연휴양림인제군 북면 연화동길 7<NA><NA><NA>
29공립강원특별자치도인제군하추자연휴양림인제군 인제읍 하추로 686<NA><NA><NA>
30국립강원특별자치도양양군미천골자연휴양림양양군 서면 미천골길 115<NA><NA><NA>
31공립강원특별자치도양양군송이밸리자연휴양림양양군 양양읍 고노동길 98-50<NA><NA><NA>
32<NA><NA><NA><NA><NA><NA><NA><NA>