Overview

Dataset statistics

Number of variables4
Number of observations40
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory37.3 B

Variable types

Numeric2
Text2

Dataset

Description국가숲길로 지정된 내포문화숲길의 조성.운영 현황 내용으로 내포문화숲길의 구간데이터, 구간길이 등을 알수 있다.
Author충청남도
URLhttps://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=401&beforeMenuCd=DOM_000000201001001000&publicdatapk=15017835

Alerts

코스 has unique valuesUnique
구간 has unique valuesUnique
구간소개 has unique valuesUnique

Reproduction

Analysis started2024-01-09 23:04:18.378304
Analysis finished2024-01-09 23:04:19.080158
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

코스
Real number (ℝ)

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.5
Minimum1
Maximum40
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size492.0 B
2024-01-10T08:04:19.142469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.95
Q110.75
median20.5
Q330.25
95-th percentile38.05
Maximum40
Range39
Interquartile range (IQR)19.5

Descriptive statistics

Standard deviation11.690452
Coefficient of variation (CV)0.57026595
Kurtosis-1.2
Mean20.5
Median Absolute Deviation (MAD)10
Skewness0
Sum820
Variance136.66667
MonotonicityStrictly increasing
2024-01-10T08:04:19.302829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
1 1
 
2.5%
22 1
 
2.5%
24 1
 
2.5%
25 1
 
2.5%
26 1
 
2.5%
27 1
 
2.5%
28 1
 
2.5%
29 1
 
2.5%
30 1
 
2.5%
31 1
 
2.5%
Other values (30) 30
75.0%
ValueCountFrequency (%)
1 1
2.5%
2 1
2.5%
3 1
2.5%
4 1
2.5%
5 1
2.5%
6 1
2.5%
7 1
2.5%
8 1
2.5%
9 1
2.5%
10 1
2.5%
ValueCountFrequency (%)
40 1
2.5%
39 1
2.5%
38 1
2.5%
37 1
2.5%
36 1
2.5%
35 1
2.5%
34 1
2.5%
33 1
2.5%
32 1
2.5%
31 1
2.5%

구간
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2024-01-10T08:04:19.533937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length17
Mean length12.85
Min length8

Characters and Unicode

Total characters514
Distinct characters135
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row수덕사 ~ 대곡리안내소
2nd row대곡리안내소 ~ 개심사
3rd row개심사 ~ 용현계곡입구
4th row용현계곡입구 ~ 덕산도립공원주차장
5th row덕산도립공원주차장 ~ 수덕사
ValueCountFrequency (%)
38
30.4%
용현계곡입구 3
 
2.4%
용봉초등학교 3
 
2.4%
면천읍성 3
 
2.4%
수덕사 2
 
1.6%
합덕제 2
 
1.6%
청룡산 2
 
1.6%
한티고개 2
 
1.6%
삽교성당 2
 
1.6%
능선 2
 
1.6%
Other values (55) 66
52.8%
2024-01-10T08:04:19.867695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
87
 
16.9%
~ 39
 
7.6%
사 18
 
3.5%
산 18
 
3.5%
성 17
 
3.3%
대 12
 
2.3%
구 12
 
2.3%
리 10
 
1.9%
덕 10
 
1.9%
교 10
 
1.9%
Other values (125) 281
54.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 379
73.7%
Space Separator 87
 
16.9%
Math Symbol 39
 
7.6%
Close Punctuation 5
 
1.0%
Open Punctuation 4
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 18
 
4.7%
산 18
 
4.7%
성 17
 
4.5%
대 12
 
3.2%
구 12
 
3.2%
리 10
 
2.6%
덕 10
 
2.6%
교 10
 
2.6%
입 8
 
2.1%
지 8
 
2.1%
Other values (121) 256
67.5%
Space Separator
ValueCountFrequency (%)
87
100.0%
Math Symbol
ValueCountFrequency (%)
~ 39
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 379
73.7%
Common 135
 
26.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 18
 
4.7%
산 18
 
4.7%
성 17
 
4.5%
대 12
 
3.2%
구 12
 
3.2%
리 10
 
2.6%
덕 10
 
2.6%
교 10
 
2.6%
입 8
 
2.1%
지 8
 
2.1%
Other values (121) 256
67.5%
Common
ValueCountFrequency (%)
87
64.4%
~ 39
28.9%
) 5
 
3.7%
( 4
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 379
73.7%
ASCII 135
 
26.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
87
64.4%
~ 39
28.9%
) 5
 
3.7%
( 4
 
3.0%
Hangul
ValueCountFrequency (%)
사 18
 
4.7%
산 18
 
4.7%
성 17
 
4.5%
대 12
 
3.2%
구 12
 
3.2%
리 10
 
2.6%
덕 10
 
2.6%
교 10
 
2.6%
입 8
 
2.1%
지 8
 
2.1%
Other values (121) 256
67.5%

거리(km)
Real number (ℝ)

Distinct38
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.5725
Minimum0.2
Maximum107
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size492.0 B
2024-01-10T08:04:20.003985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.2
5-th percentile0.771
Q13.6325
median9.425
Q314.3275
95-th percentile19.81
Maximum107
Range106.8
Interquartile range (IQR)10.695

Descriptive statistics

Standard deviation16.648854
Coefficient of variation (CV)1.4386566
Kurtosis29.093463
Mean11.5725
Median Absolute Deviation (MAD)5.58
Skewness5.0315004
Sum462.9
Variance277.18433
MonotonicityNot monotonic
2024-01-10T08:04:20.122658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
2.0 2
 
5.0%
17.3 2
 
5.0%
12.3 1
 
2.5%
3.84 1
 
2.5%
12.0 1
 
2.5%
3.67 1
 
2.5%
3.52 1
 
2.5%
1.2 1
 
2.5%
8.62 1
 
2.5%
23.8 1
 
2.5%
Other values (28) 28
70.0%
ValueCountFrequency (%)
0.2 1
2.5%
0.6 1
2.5%
0.78 1
2.5%
1.2 1
2.5%
1.6 1
2.5%
2.0 2
5.0%
2.12 1
2.5%
2.3 1
2.5%
3.52 1
2.5%
3.67 1
2.5%
ValueCountFrequency (%)
107.0 1
2.5%
23.8 1
2.5%
19.6 1
2.5%
18.7 1
2.5%
17.3 2
5.0%
15.5 1
2.5%
15.43 1
2.5%
15.0 1
2.5%
14.8 1
2.5%
14.17 1
2.5%

구간소개
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2024-01-10T08:04:20.345086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length232
Median length100.5
Mean length93.275
Min length14

Characters and Unicode

Total characters3731
Distinct characters287
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)100.0%

Sample

1st row수덕사주차장 수덕저수지(440m)-광천리저수지(2.0km)-독고개(2.0km)-천장암(2.3km)-연암산(790m)-각시바위(490m)-연암산성터(2.9km)-대곡리안내소(3.25km)
2nd row대곡리안내소-신선대(980m) 전망대쉼터(3.5km)-일락사(3.1km)-개심사(4.2km)
3rd row개심사입구-개심사(600m)-옛절터(480m)-버섯쉼터(600m)-전망대(440m)-백암사지(2.7km)-퉁퉁고개(1.6km) 수정봉(1.9km)-용현계곡입구(3km)
4th row용현계곡입구 강댕이미륵불(140m)-서산마애여래삼존상(400m)-보원사지(1.3km)-용현자연휴양림입구(1.4km)-퉁퉁고개(1.6km)-대문동쉼터(1.8km)-잣나무쉼터(430m)-남연군묘(1.4km)-상가리미륵불(240m)-도립공원주차장/예산방문자센터(940m)
5th row도립공원주차장-석문담(850m)-옥병계(1.3km)-계너미(1.2km)-원효암터(원효굴)(1.8km)-의상암터(금술샘)(580m)-대치1교차로(2km)-둔리1리경로당(1.8km)-가야수랏간(1.2km)-용봉저수지(1.4km)-육괴정(2.2km)-수덕사(1.1km)
ValueCountFrequency (%)
수덕사주차장 1
 
1.4%
구양교(2.4km 1
 
1.4%
우물터-무명순교자의묘-신촌초등학교-신리성지 1
 
1.4%
솔뫼성지-합덕버스터미널-합덕버그내시장-합덕제(합덕성당)-합덕제중수비-원시장,원시보형제의 1
 
1.4%
영탑사입구(2.2km 1
 
1.4%
용현계곡입구-서산고풍리안내소(600m)-고산리마을(3.9km)-팔중리마을회관(1.3km)-장승배기(620m 1
 
1.4%
쇠학골-쇠학골입구(2.02km)-삼웅2리(1.5km 1
 
1.4%
아미산입구-아미산정상(1km)-몽산(1.42km)-몽산입구(1.25km 1
 
1.4%
면천읍성(서문)(100m 1
 
1.4%
대덕산입구-대덕공원(2.4km)-응고개골(1.2km)-복부산(800m)-아미산쉼터(1.8km)-정자쉼터(1.9km)-몽산입구(1.7km)-면천향교(1.4km)-골정지(300m)-풍악루(400m 1
 
1.4%
Other values (64) 64
86.5%
2024-01-10T08:04:20.683117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
) 285
 
7.6%
( 282
 
7.6%
m 268
 
7.2%
- 246
 
6.6%
0 182
 
4.9%
k 164
 
4.4%
. 158
 
4.2%
1 131
 
3.5%
2 95
 
2.5%
리 63
 
1.7%
Other values (277) 1857
49.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1621
43.4%
Decimal Number 661
17.7%
Lowercase Letter 432
 
11.6%
Close Punctuation 285
 
7.6%
Open Punctuation 282
 
7.6%
Dash Punctuation 246
 
6.6%
Other Punctuation 169
 
4.5%
Space Separator 35
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 63
 
3.9%
산 61
 
3.8%
교 52
 
3.2%
사 46
 
2.8%
성 41
 
2.5%
마 40
 
2.5%
구 38
 
2.3%
관 35
 
2.2%
을 33
 
2.0%
대 33
 
2.0%
Other values (258) 1179
72.7%
Decimal Number
ValueCountFrequency (%)
0 182
27.5%
1 131
19.8%
2 95
14.4%
4 59
 
8.9%
3 50
 
7.6%
5 39
 
5.9%
8 30
 
4.5%
7 28
 
4.2%
6 26
 
3.9%
9 21
 
3.2%
Other Punctuation
ValueCountFrequency (%)
. 158
93.5%
/ 10
 
5.9%
, 1
 
0.6%
Lowercase Letter
ValueCountFrequency (%)
m 268
62.0%
k 164
38.0%
Close Punctuation
ValueCountFrequency (%)
) 285
100.0%
Open Punctuation
ValueCountFrequency (%)
( 282
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 246
100.0%
Space Separator
ValueCountFrequency (%)
35
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1678
45.0%
Hangul 1621
43.4%
Latin 432
 
11.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 63
 
3.9%
산 61
 
3.8%
교 52
 
3.2%
사 46
 
2.8%
성 41
 
2.5%
마 40
 
2.5%
구 38
 
2.3%
관 35
 
2.2%
을 33
 
2.0%
대 33
 
2.0%
Other values (258) 1179
72.7%
Common
ValueCountFrequency (%)
) 285
17.0%
( 282
16.8%
- 246
14.7%
0 182
10.8%
. 158
9.4%
1 131
7.8%
2 95
 
5.7%
4 59
 
3.5%
3 50
 
3.0%
5 39
 
2.3%
Other values (7) 151
9.0%
Latin
ValueCountFrequency (%)
m 268
62.0%
k 164
38.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2110
56.6%
Hangul 1621
43.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
) 285
13.5%
( 282
13.4%
m 268
12.7%
- 246
11.7%
0 182
8.6%
k 164
7.8%
. 158
7.5%
1 131
6.2%
2 95
 
4.5%
4 59
 
2.8%
Other values (9) 240
11.4%
Hangul
ValueCountFrequency (%)
리 63
 
3.9%
산 61
 
3.8%
교 52
 
3.2%
사 46
 
2.8%
성 41
 
2.5%
마 40
 
2.5%
구 38
 
2.3%
관 35
 
2.2%
을 33
 
2.0%
대 33
 
2.0%
Other values (258) 1179
72.7%

Interactions

2024-01-10T08:04:18.811687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:04:18.654638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:04:18.890187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-10T08:04:18.739102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-10T08:04:20.771878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
코스구간거리(km)구간소개
코스1.0001.0000.2991.000
구간1.0001.0001.0001.000
거리(km)0.2991.0001.0001.000
구간소개1.0001.0001.0001.000
2024-01-10T08:04:20.860896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
코스거리(km)
코스1.000-0.166
거리(km)-0.1661.000

Missing values

2024-01-10T08:04:18.980466image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-10T08:04:19.050885image/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

코스구간거리(km)구간소개
01수덕사 ~ 대곡리안내소14.17수덕사주차장 수덕저수지(440m)-광천리저수지(2.0km)-독고개(2.0km)-천장암(2.3km)-연암산(790m)-각시바위(490m)-연암산성터(2.9km)-대곡리안내소(3.25km)
12대곡리안내소 ~ 개심사11.78대곡리안내소-신선대(980m) 전망대쉼터(3.5km)-일락사(3.1km)-개심사(4.2km)
23개심사 ~ 용현계곡입구11.32개심사입구-개심사(600m)-옛절터(480m)-버섯쉼터(600m)-전망대(440m)-백암사지(2.7km)-퉁퉁고개(1.6km) 수정봉(1.9km)-용현계곡입구(3km)
34용현계곡입구 ~ 덕산도립공원주차장9.65용현계곡입구 강댕이미륵불(140m)-서산마애여래삼존상(400m)-보원사지(1.3km)-용현자연휴양림입구(1.4km)-퉁퉁고개(1.6km)-대문동쉼터(1.8km)-잣나무쉼터(430m)-남연군묘(1.4km)-상가리미륵불(240m)-도립공원주차장/예산방문자센터(940m)
45덕산도립공원주차장 ~ 수덕사15.43도립공원주차장-석문담(850m)-옥병계(1.3km)-계너미(1.2km)-원효암터(원효굴)(1.8km)-의상암터(금술샘)(580m)-대치1교차로(2km)-둔리1리경로당(1.8km)-가야수랏간(1.2km)-용봉저수지(1.4km)-육괴정(2.2km)-수덕사(1.1km)
56둔리연꽃마을 ~용봉초등학교6.0둔리연꽃마을-뫼넘이고개(1km)-전망대(1.1km)-신경리마애불(700m)-용봉사(250m)-용봉산매표소(700m)-용봉산주차장(350m)-하산마을(1km)-용봉초교(900m)
67용봉초등학교 ~ 홍성성당5.6용봉초교-소향1구버스정류장(2.7km)-북문교/ 덕산통사거리(1.3km)-홍주순교성지(600m)-오관리당간지주(150m)-홍성전통시장(200m)-장군상오거리(430m)-홍성성당(220m)
78북문교 ~ 홍주성0.6북문교/덕산통사거리-홍성군청(400m)-홍주성(200m)
89용봉초등학교 ~ 홍성민속테마박물관8.3용봉초교-고암이응로기념관(2.3km)-홍천문화마을(1.1km)-백월산입구(300m)-산혜암(1.0km)-백월산고천제단(400m)-백월산(200m)-헬기장(400m)-살포쟁이고개(1.0km)-병오의병비(1.45km)-홍성민속테마박물관(150m)
910홍성민속테마박물관 ~ 상담주차장17.3홍성민속테마박물관-창녕공업사(800m)-남산맞고개갈림길(1.25km)-온요마을회관(1.05km)-마온저수지(200m)-구항산업단지삼거리(1.0km)-청광교(1.2km)-지정교(1.35km)-신곡교(1.2km)-둔전교(1.55km)-그림이있는정원(1.9km)-광천읍사무소(2.2km)-광천오거리(200m)-광천교(200m)-소용마을(1.0km)-하담마을회관(800m)-중담주차장(1.0km)-오서산상담주차장(400m)
코스구간거리(km)구간소개
3031용현계곡입구 ~ 영탑사입구8.62용현계곡입구-서산고풍리안내소(600m)-고산리마을(3.9km)-팔중리마을회관(1.3km)-장승배기(620m) 영탑사입구(2.2km)
3132여사울성지 ~ 삽교성당23.8여사울성당 구양교(2.4km) 신택교(1.4km) 신리성지(4.86km) 황금교(4.7km) 구만포(1.5km)-배나드리성지(인언민복자사적지)(4.3km) 배나드리(3.0km) 삽교초교(1.3km)-삽교성당(340m)
3233삽교성당 ~ 충의사(저한당)12.3삽교성당-삽교초교(340m)-배나드리(1.3km)-상성2리회관(2.2km)-상성1리회관(690m)-역리마을회관(1.6km)-역리동학군주둔지(270m)-상이리교(1.3km)-세심천(2.3km)-충의사(윤봉길의사생가)(2.3km)
3334충의사 ~ 한티고개6.5충의사(윤봉길의사생가)시량교차로(420m)-시량리마을회관(1.38km)-대치1교차로(700m)-대치1길 입구(2.2km)-한티고개(1.8km)
3435김좌진장군생가 ~ 결성동헌15.01)김좌진생가주차장-원와리마을회관(2.3km)-두지리버스정류장(1.4km)-만해정정자(1.8km)-만해한용운생가/만해문학체험관(300m)-박철마을버스정류장(850m)-청룡산정상(1.45km)-데크전망대(1.3km)-결성향교(3.4km)-결성면사무소 (700m)-석당산둘레길/결성읍성(1.5km)
3536청룡산 ~ 고산사0.2청룡산-고산사(0.2km)
3637청룡산 ~ 정충사1.6청룡산-정충사(1.6km)
3738최영장군사당 ~ 성삼문선생유허지2.3한솔기마을권역센터-엄찬고택(200m)-최영장군사당(800m)-닭제산둘레길/노은단(1.0km)-성삼문선생유허지(50m)-상리버스정류장(140m)-한솔기마을권역센터(110m)
3839솔뫼성지 ~ 신리성지 (당진 버그내순례길)11.0솔뫼성지-합덕버스터미널-합덕버그내시장-합덕제(합덕성당)-합덕제중수비-원시장,원시보형제의 우물터-무명순교자의묘-신촌초등학교-신리성지
3940한티고개 해미순교성지 (서산 아라메길구간)9.8한티고개 대곡리회관(1.7km)-송덕암(1.0km)-한서대입구(770m)-산수리회관(2.7km)-해미파출소(1.3km) 해미읍성(450m)-서문밖순교성지(370m) 해미우체국(200m)-해미중학교(340m)-해미순교성지(520m)