Overview

Dataset statistics

Number of variables8
Number of observations28
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.9 KiB
Average record size in memory70.7 B

Variable types

Numeric2
Text1
Categorical4
Boolean1

Dataset

Description제주특별자치도에서 제공하는 무장애여행 관련 관광지별 "위도, 경도, 장소명칭, 장소상세정보, 무장애관광정보"입니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15075170/fileData.do

Alerts

데이터품질점검결과 has constant value ""Constant
데이터기준일자 has constant value ""Constant
위도 is highly overall correlated with 경도 and 1 other fieldsHigh correlation
경도 is highly overall correlated with 위도 and 1 other fieldsHigh correlation
추천코스여부 is highly overall correlated with 위도 and 1 other fieldsHigh correlation
위도 has unique valuesUnique
경도 has unique valuesUnique

Reproduction

Analysis started2023-12-12 16:11:38.052730
Analysis finished2023-12-12 16:11:38.900261
Duration0.85 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.402963
Minimum33.401302
Maximum33.405659
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-12-13T01:11:38.965487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum33.401302
5-th percentile33.401619
Q133.402075
median33.403025
Q333.403306
95-th percentile33.405356
Maximum33.405659
Range0.00435699
Interquartile range (IQR)0.0012314925

Descriptive statistics

Standard deviation0.0011603118
Coefficient of variation (CV)3.4736794 × 10-5
Kurtosis0.28139266
Mean33.402963
Median Absolute Deviation (MAD)0.000782995
Skewness0.87879551
Sum935.28297
Variance1.3463236 × 10-6
MonotonicityNot monotonic
2023-12-13T01:11:39.078775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
33.40337201 1
 
3.6%
33.40236501 1
 
3.6%
33.403284 1
 
3.6%
33.40319197 1
 
3.6%
33.40217499 1
 
3.6%
33.40189101 1
 
3.6%
33.401759 1
 
3.6%
33.40208002 1
 
3.6%
33.40130202 1
 
3.6%
33.401544 1
 
3.6%
Other values (18) 18
64.3%
ValueCountFrequency (%)
33.40130202 1
3.6%
33.401544 1
3.6%
33.401759 1
3.6%
33.40178498 1
3.6%
33.40180602 1
3.6%
33.40189101 1
3.6%
33.40205798 1
3.6%
33.40208002 1
3.6%
33.40217499 1
3.6%
33.40231002 1
3.6%
ValueCountFrequency (%)
33.40565901 1
3.6%
33.40554703 1
3.6%
33.40500204 1
3.6%
33.40434498 1
3.6%
33.40432998 1
3.6%
33.40338299 1
3.6%
33.40337201 1
3.6%
33.403284 1
3.6%
33.40326497 1
3.6%
33.40324804 1
3.6%

경도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.67667
Minimum126.67395
Maximum126.67932
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size384.0 B
2023-12-13T01:11:39.207293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.67395
5-th percentile126.67429
Q1126.67528
median126.67688
Q3126.67805
95-th percentile126.67872
Maximum126.67932
Range0.005368
Interquartile range (IQR)0.002774

Descriptive statistics

Standard deviation0.0015640972
Coefficient of variation (CV)1.2347161 × 10-5
Kurtosis-1.2070869
Mean126.67667
Median Absolute Deviation (MAD)0.0014285
Skewness-0.14741096
Sum3546.9468
Variance2.4464001 × 10-6
MonotonicityNot monotonic
2023-12-13T01:11:39.328827image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
126.678639 1
 
3.6%
126.674929 1
 
3.6%
126.679315 1
 
3.6%
126.677681 1
 
3.6%
126.676964 1
 
3.6%
126.676618 1
 
3.6%
126.676051 1
 
3.6%
126.675355 1
 
3.6%
126.675974 1
 
3.6%
126.67482 1
 
3.6%
Other values (18) 18
64.3%
ValueCountFrequency (%)
126.673947 1
3.6%
126.674071 1
3.6%
126.674685 1
3.6%
126.674804 1
3.6%
126.67482 1
3.6%
126.674929 1
3.6%
126.675269 1
3.6%
126.675283 1
3.6%
126.675355 1
3.6%
126.675974 1
3.6%
ValueCountFrequency (%)
126.679315 1
3.6%
126.678756 1
3.6%
126.678639 1
3.6%
126.67843 1
3.6%
126.678353 1
3.6%
126.678261 1
3.6%
126.678232 1
3.6%
126.677994 1
3.6%
126.677681 1
3.6%
126.67767 1
3.6%

장소명칭
Text

Distinct25
Distinct (%)89.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-12-13T01:11:39.527430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length15
Mean length8.1428571
Min length2

Characters and Unicode

Total characters228
Distinct characters85
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)82.1%

Sample

1st row주차장
2nd row매표소
3rd row매표소 옆 출입구
4th row방문자센터 화장실
5th row방문자센터 화장실
ValueCountFrequency (%)
화장실 5
 
8.2%
끝 5
 
8.2%
쉼터 3
 
4.9%
옆 3
 
4.9%
붉은오름 3
 
4.9%
입구 2
 
3.3%
주차장 2
 
3.3%
펜션 2
 
3.3%
내리막길 2
 
3.3%
방문자센터 2
 
3.3%
Other values (29) 32
52.5%
2023-12-13T01:11:39.884073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
33
 
14.5%
장 11
 
4.8%
길 9
 
3.9%
화 7
 
3.1%
나 6
 
2.6%
끝 6
 
2.6%
터 6
 
2.6%
무 6
 
2.6%
실 5
 
2.2%
내 4
 
1.8%
Other values (75) 135
59.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 184
80.7%
Space Separator 33
 
14.5%
Other Punctuation 4
 
1.8%
Decimal Number 4
 
1.8%
Open Punctuation 1
 
0.4%
Dash Punctuation 1
 
0.4%
Close Punctuation 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
장 11
 
6.0%
길 9
 
4.9%
화 7
 
3.8%
나 6
 
3.3%
끝 6
 
3.3%
터 6
 
3.3%
무 6
 
3.3%
실 5
 
2.7%
내 4
 
2.2%
데 4
 
2.2%
Other values (64) 120
65.2%
Decimal Number
ValueCountFrequency (%)
3 1
25.0%
9 1
25.0%
4 1
25.0%
0 1
25.0%
Other Punctuation
ValueCountFrequency (%)
' 2
50.0%
/ 1
25.0%
. 1
25.0%
Space Separator
ValueCountFrequency (%)
33
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 1
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Close Punctuation
ValueCountFrequency (%)
] 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 184
80.7%
Common 44
 
19.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
장 11
 
6.0%
길 9
 
4.9%
화 7
 
3.8%
나 6
 
3.3%
끝 6
 
3.3%
터 6
 
3.3%
무 6
 
3.3%
실 5
 
2.7%
내 4
 
2.2%
데 4
 
2.2%
Other values (64) 120
65.2%
Common
ValueCountFrequency (%)
33
75.0%
' 2
 
4.5%
/ 1
 
2.3%
. 1
 
2.3%
[ 1
 
2.3%
3 1
 
2.3%
9 1
 
2.3%
- 1
 
2.3%
4 1
 
2.3%
0 1
 
2.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 184
80.7%
ASCII 44
 
19.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
33
75.0%
' 2
 
4.5%
/ 1
 
2.3%
. 1
 
2.3%
[ 1
 
2.3%
3 1
 
2.3%
9 1
 
2.3%
- 1
 
2.3%
4 1
 
2.3%
0 1
 
2.3%
Hangul
ValueCountFrequency (%)
장 11
 
6.0%
길 9
 
4.9%
화 7
 
3.8%
나 6
 
3.3%
끝 6
 
3.3%
터 6
 
3.3%
무 6
 
3.3%
실 5
 
2.7%
내 4
 
2.2%
데 4
 
2.2%
Other values (64) 120
65.2%

장소상세정보
Categorical

Distinct13
Distinct (%)46.4%
Missing0
Missing (%)0.0%
Memory size356.0 B
특이사항없음
16 
붉은오름 매표소 앞 주차장
 
1
경사로 . 턱 2cm
 
1
넓은 판석길 (12m). 코어네트(12m)
 
1
점형.점선 블록 . 나무데크 길 시작
 
1
Other values (8)
8 

Length

Max length27
Median length6
Mean length9.0357143
Min length4

Unique

Unique12 ?
Unique (%)42.9%

Sample

1st row붉은오름 매표소 앞 주차장
2nd row특이사항없음
3rd row경사로 . 턱 2cm
4th row넓은 판석길 (12m). 코어네트(12m)
5th row특이사항없음

Common Values

ValueCountFrequency (%)
특이사항없음 16
57.1%
붉은오름 매표소 앞 주차장 1
 
3.6%
경사로 . 턱 2cm 1
 
3.6%
넓은 판석길 (12m). 코어네트(12m) 1
 
3.6%
점형.점선 블록 . 나무데크 길 시작 1
 
3.6%
안내판 있음 1
 
3.6%
벤치3개. 안내판 있음 1
 
3.6%
벤치 있음 1
 
3.6%
오르막길 1
 
3.6%
경사구간 : 코어네트길 10˚/ 판석길 8˚ 3m 1
 
3.6%
Other values (3) 3
 
10.7%

Length

2023-12-13T01:11:40.011337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
특이사항없음 16
26.7%
있음 3
 
5.0%
길 3
 
5.0%
나무데크 3
 
5.0%
3
 
5.0%
판석길 2
 
3.3%
안내판 2
 
3.3%
시작 2
 
3.3%
2cm 1
 
1.7%
넓은 1
 
1.7%
Other values (24) 24
40.0%

무장애관광정보
Categorical

Distinct3
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
특이사항없음
19 
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)
5 
장애인화장실
4 

Length

Max length34
Median length6
Mean length11
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row특이사항없음
2nd row특이사항없음
3rd row접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)
4th row접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)
5th row장애인화장실

Common Values

ValueCountFrequency (%)
특이사항없음 19
67.9%
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음) 5
 
17.9%
장애인화장실 4
 
14.3%

Length

2023-12-13T01:11:40.120401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:11:40.221083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
특이사항없음 19
24.4%
있음 10
12.8%
접근성 5
 
6.4%
정보 5
 
6.4%
계단 5
 
6.4%
혹은 5
 
6.4%
경사 5
 
6.4%
길 5
 
6.4%
상태 5
 
6.4%
안 5
 
6.4%
Other values (2) 9
11.5%

추천코스여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size160.0 B
True
19 
False
9 
ValueCountFrequency (%)
True 19
67.9%
False 9
32.1%
2023-12-13T01:11:40.309364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터품질점검결과
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
정상
28 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
정상 28
100.0%

Length

2023-12-13T01:11:40.411171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:11:40.501396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상 28
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
2020-12-22
28 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-12-22
2nd row2020-12-22
3rd row2020-12-22
4th row2020-12-22
5th row2020-12-22

Common Values

ValueCountFrequency (%)
2020-12-22 28
100.0%

Length

2023-12-13T01:11:40.604007image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T01:11:40.693847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-12-22 28
100.0%

Interactions

2023-12-13T01:11:38.502426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:11:38.341603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:11:38.596558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T01:11:38.414509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T01:11:40.751643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도장소명칭장소상세정보무장애관광정보추천코스여부
위도1.0000.5530.0000.0000.0000.882
경도0.5531.0000.9310.0000.4800.969
장소명칭0.0000.9311.0000.0000.6791.000
장소상세정보0.0000.0000.0001.0000.0850.000
무장애관광정보0.0000.4800.6790.0851.0000.142
추천코스여부0.8820.9691.0000.0000.1421.000
2023-12-13T01:11:40.872039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
무장애관광정보장소상세정보추천코스여부
무장애관광정보1.0000.0000.225
장소상세정보0.0001.0000.000
추천코스여부0.2250.0001.000
2023-12-13T01:11:41.006274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도장소상세정보무장애관광정보추천코스여부
위도1.0000.7070.0000.0000.615
경도0.7071.0000.0000.2580.703
장소상세정보0.0000.0001.0000.0000.000
무장애관광정보0.0000.2580.0001.0000.225
추천코스여부0.6150.7030.0000.2251.000

Missing values

2023-12-13T01:11:38.706911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T01:11:38.842596image/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

위도경도장소명칭장소상세정보무장애관광정보추천코스여부데이터품질점검결과데이터기준일자
033.403372126.678639주차장붉은오름 매표소 앞 주차장특이사항없음Y정상2020-12-22
133.403248126.67843매표소특이사항없음특이사항없음Y정상2020-12-22
233.403227126.678353매표소 옆 출입구경사로 . 턱 2cm접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
333.403146126.678232방문자센터 화장실넓은 판석길 (12m). 코어네트(12m)접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
433.403061126.678261방문자센터 화장실특이사항없음장애인화장실Y정상2020-12-22
533.403265126.67767'힐링 무장애 나눔길 상잣성' 입구점형.점선 블록 . 나무데크 길 시작특이사항없음Y정상2020-12-22
633.403383126.677559무장애 나눔숲길 안내도특이사항없음특이사항없음Y정상2020-12-22
733.40433126.677994곰솔쉼터특이사항없음특이사항없음Y정상2020-12-22
833.405002126.678756쉼터안내판 있음특이사항없음Y정상2020-12-22
933.405659126.677211잣성특이사항없음특이사항없음Y정상2020-12-22
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