Overview

Dataset statistics

Number of variables8
Number of observations25
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.7 KiB
Average record size in memory71.3 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/15075171/fileData.do

Alerts

추천코스여부 has constant value ""Constant
데이터품질점검결과 has constant value ""Constant
데이터기준일자 has constant value ""Constant
무장애관광정보 is highly imbalanced (51.8%)Imbalance
위도 has unique valuesUnique
경도 has unique valuesUnique

Reproduction

Analysis started2023-12-12 21:20:34.085104
Analysis finished2023-12-12 21:20:34.896008
Duration0.81 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.395577
Minimum33.394783
Maximum33.396443
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-13T06:20:34.965477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum33.394783
5-th percentile33.394832
Q133.395276
median33.395576
Q333.395901
95-th percentile33.39627
Maximum33.396443
Range0.00166004
Interquartile range (IQR)0.00062496

Descriptive statistics

Standard deviation0.00045284103
Coefficient of variation (CV)1.355991 × 10-5
Kurtosis-0.65801481
Mean33.395577
Median Absolute Deviation (MAD)0.00032497
Skewness0.018546263
Sum834.88942
Variance2.05065 × 10-7
MonotonicityNot monotonic
2023-12-13T06:20:35.128368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
33.39548598 1
 
4.0%
33.39511399 1
 
4.0%
33.39479498 1
 
4.0%
33.39478299 1
 
4.0%
33.39498097 1
 
4.0%
33.39527601 1
 
4.0%
33.39546402 1
 
4.0%
33.39550098 1
 
4.0%
33.39581698 1
 
4.0%
33.39590097 1
 
4.0%
Other values (15) 15
60.0%
ValueCountFrequency (%)
33.39478299 1
4.0%
33.39479498 1
4.0%
33.39498097 1
4.0%
33.39505901 1
4.0%
33.39511399 1
4.0%
33.39518096 1
4.0%
33.39527601 1
4.0%
33.39530602 1
4.0%
33.39542496 1
4.0%
33.39546402 1
4.0%
ValueCountFrequency (%)
33.39644303 1
4.0%
33.39628402 1
4.0%
33.39621202 1
4.0%
33.39608797 1
4.0%
33.39599904 1
4.0%
33.39595 1
4.0%
33.39590097 1
4.0%
33.39581698 1
4.0%
33.39579502 1
4.0%
33.39573098 1
4.0%

경도
Real number (ℝ)

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.68359
Minimum126.68239
Maximum126.68493
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-13T06:20:35.267575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.68239
5-th percentile126.68246
Q1126.68284
median126.68357
Q3126.68416
95-th percentile126.6849
Maximum126.68493
Range0.002531
Interquartile range (IQR)0.001324

Descriptive statistics

Standard deviation0.00084910047
Coefficient of variation (CV)6.7025292 × 10-6
Kurtosis-1.3180742
Mean126.68359
Median Absolute Deviation (MAD)0.000728
Skewness0.20560247
Sum3167.0898
Variance7.2097161 × 10-7
MonotonicityNot monotonic
2023-12-13T06:20:35.430190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
126.684925 1
 
4.0%
126.684908 1
 
4.0%
126.68243 1
 
4.0%
126.682614 1
 
4.0%
126.682777 1
 
4.0%
126.682879 1
 
4.0%
126.683024 1
 
4.0%
126.683567 1
 
4.0%
126.684081 1
 
4.0%
126.683326 1
 
4.0%
Other values (15) 15
60.0%
ValueCountFrequency (%)
126.682394 1
4.0%
126.68243 1
4.0%
126.682578 1
4.0%
126.682614 1
4.0%
126.682692 1
4.0%
126.682777 1
4.0%
126.682839 1
4.0%
126.682879 1
4.0%
126.683013 1
4.0%
126.683024 1
4.0%
ValueCountFrequency (%)
126.684925 1
4.0%
126.684908 1
4.0%
126.684879 1
4.0%
126.684772 1
4.0%
126.684638 1
4.0%
126.684346 1
4.0%
126.684163 1
4.0%
126.684081 1
4.0%
126.684061 1
4.0%
126.684023 1
4.0%

장소명칭
Text

Distinct14
Distinct (%)56.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-13T06:20:35.629669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length22
Mean length8.36
Min length2

Characters and Unicode

Total characters209
Distinct characters71
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique12 ?
Unique (%)48.0%

Sample

1st row시작. 장애인 주차구역
2nd row사려니 숲길 안내도
3rd row한라산 둘레길 숲길센터 화장실
4th row사려니숲 무장애 나눔길 점자 안내판
5th row쉼터
ValueCountFrequency (%)
쉼터 12
19.7%
무장애 4
 
6.6%
나눔길 4
 
6.6%
점자 3
 
4.9%
안내판 3
 
4.9%
쉼팡 3
 
4.9%
사려니숲 3
 
4.9%
사려니 2
 
3.3%
갈림길 2
 
3.3%
소망담은 2
 
3.3%
Other values (23) 23
37.7%
2023-12-13T06:20:35.978643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
36
 
17.2%
쉼 16
 
7.7%
터 13
 
6.2%
길 11
 
5.3%
숲 8
 
3.8%
장 7
 
3.3%
사 6
 
2.9%
려 6
 
2.9%
니 6
 
2.9%
내 5
 
2.4%
Other values (61) 95
45.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 170
81.3%
Space Separator 36
 
17.2%
Other Punctuation 3
 
1.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
쉼 16
 
9.4%
터 13
 
7.6%
길 11
 
6.5%
숲 8
 
4.7%
장 7
 
4.1%
사 6
 
3.5%
려 6
 
3.5%
니 6
 
3.5%
내 5
 
2.9%
무 5
 
2.9%
Other values (57) 87
51.2%
Other Punctuation
ValueCountFrequency (%)
& 1
33.3%
. 1
33.3%
' 1
33.3%
Space Separator
ValueCountFrequency (%)
36
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 170
81.3%
Common 39
 
18.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
쉼 16
 
9.4%
터 13
 
7.6%
길 11
 
6.5%
숲 8
 
4.7%
장 7
 
4.1%
사 6
 
3.5%
려 6
 
3.5%
니 6
 
3.5%
내 5
 
2.9%
무 5
 
2.9%
Other values (57) 87
51.2%
Common
ValueCountFrequency (%)
36
92.3%
& 1
 
2.6%
. 1
 
2.6%
' 1
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 170
81.3%
ASCII 39
 
18.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
36
92.3%
& 1
 
2.6%
. 1
 
2.6%
' 1
 
2.6%
Hangul
ValueCountFrequency (%)
쉼 16
 
9.4%
터 13
 
7.6%
길 11
 
6.5%
숲 8
 
4.7%
장 7
 
4.1%
사 6
 
3.5%
려 6
 
3.5%
니 6
 
3.5%
내 5
 
2.9%
무 5
 
2.9%
Other values (57) 87
51.2%

장소상세정보
Categorical

Distinct7
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
특이사항없음
18 
나무의자 2개
2 
삼나무길
 
1
왼쪽으로 이동 후 하늘보기 쉼팡&안내판
 
1
왼쪽으로 이동 후 하늘 보기 쉼팡&안내판
 
1
Other values (2)
2 

Length

Max length22
Median length6
Mean length7.48
Min length3

Unique

Unique5 ?
Unique (%)20.0%

Sample

1st row특이사항없음
2nd row특이사항없음
3rd row특이사항없음
4th row특이사항없음
5th row삼나무길

Common Values

ValueCountFrequency (%)
특이사항없음 18
72.0%
나무의자 2개 2
 
8.0%
삼나무길 1
 
4.0%
왼쪽으로 이동 후 하늘보기 쉼팡&안내판 1
 
4.0%
왼쪽으로 이동 후 하늘 보기 쉼팡&안내판 1
 
4.0%
장애인 관람석. 공연장 있음 1
 
4.0%
반환점 1
 
4.0%

Length

2023-12-13T06:20:36.133349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:20:36.272494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
특이사항없음 18
46.2%
나무의자 2
 
5.1%
2개 2
 
5.1%
왼쪽으로 2
 
5.1%
이동 2
 
5.1%
후 2
 
5.1%
쉼팡&안내판 2
 
5.1%
삼나무길 1
 
2.6%
하늘보기 1
 
2.6%
하늘 1
 
2.6%
Other values (6) 6
 
15.4%

무장애관광정보
Categorical

IMBALANCE 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
특이사항없음
21 
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)
3 
장애인화장실
 
1

Length

Max length34
Median length6
Mean length9.36
Min length6

Unique

Unique1 ?
Unique (%)4.0%

Sample

1st row특이사항없음
2nd row특이사항없음
3rd row장애인화장실
4th row특이사항없음
5th row특이사항없음

Common Values

ValueCountFrequency (%)
특이사항없음 21
84.0%
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음) 3
 
12.0%
장애인화장실 1
 
4.0%

Length

2023-12-13T06:20:36.430256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:20:36.554670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
특이사항없음 21
38.2%
있음 6
 
10.9%
접근성 3
 
5.5%
정보 3
 
5.5%
계단 3
 
5.5%
혹은 3
 
5.5%
경사 3
 
5.5%
길 3
 
5.5%
상태 3
 
5.5%
안 3
 
5.5%
Other values (2) 4
 
7.3%

추천코스여부
Boolean

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size157.0 B
True
25 
ValueCountFrequency (%)
True 25
100.0%
2023-12-13T06:20:36.645560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터품질점검결과
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
정상
25 

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 25
100.0%

Length

2023-12-13T06:20:36.754445image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:20:36.840289image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상 25
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2020-12-22
25 

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 25
100.0%

Length

2023-12-13T06:20:36.936263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:20:37.043964image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-12-22 25
100.0%

Interactions

2023-12-13T06:20:34.501076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:20:34.305356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:20:34.593721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:20:34.408812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T06:20:37.115070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도장소명칭장소상세정보무장애관광정보
위도1.0000.6310.0000.5800.000
경도0.6311.0000.0000.5610.000
장소명칭0.0000.0001.0000.0000.895
장소상세정보0.5800.5610.0001.0000.000
무장애관광정보0.0000.0000.8950.0001.000
2023-12-13T06:20:37.232507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
무장애관광정보장소상세정보
무장애관광정보1.0000.000
장소상세정보0.0001.000
2023-12-13T06:20:37.624356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도장소상세정보무장애관광정보
위도1.0000.1050.2810.000
경도0.1051.0000.2660.000
장소상세정보0.2810.2661.0000.000
무장애관광정보0.0000.0000.0001.000

Missing values

2023-12-13T06:20:34.708274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T06:20:34.836615image/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
033.395486126.684925시작. 장애인 주차구역특이사항없음특이사항없음Y정상2020-12-22
133.395114126.684908사려니 숲길 안내도특이사항없음특이사항없음Y정상2020-12-22
233.395059126.684772한라산 둘레길 숲길센터 화장실특이사항없음장애인화장실Y정상2020-12-22
333.395181126.684879사려니숲 무장애 나눔길 점자 안내판특이사항없음특이사항없음Y정상2020-12-22
433.395306126.684638쉼터삼나무길특이사항없음Y정상2020-12-22
533.395639126.684346쉼터특이사항없음특이사항없음Y정상2020-12-22
633.395795126.684163사려니숲 무장애 나눔길 코스선택' 갈림길특이사항없음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
733.39595126.684023쉼터나무의자 2개특이사항없음Y정상2020-12-22
833.396212126.684061쉼터나무의자 2개특이사항없음Y정상2020-12-22
933.396443126.683804쉼터특이사항없음특이사항없음Y정상2020-12-22
위도경도장소명칭장소상세정보무장애관광정보추천코스여부데이터품질점검결과데이터기준일자
1533.396284126.683604소망담은 쉼팡 갈림길특이사항없음특이사항없음Y정상2020-12-22
1633.396088126.683457소망담은 쉼팡 쉼터특이사항없음특이사항없음Y정상2020-12-22
1733.395901126.683326사려니숲 무장애 나눔길 점자 안내판특이사항없음특이사항없음Y정상2020-12-22
1833.395817126.684081미로숲길 가는 길특이사항없음특이사항없음Y정상2020-12-22
1933.395501126.683567하영쉬멍 쉼팡특이사항없음특이사항없음Y정상2020-12-22
2033.395464126.683024쉼터왼쪽으로 이동 후 하늘 보기 쉼팡&안내판특이사항없음Y정상2020-12-22
2133.395276126.682879쉼터특이사항없음특이사항없음Y정상2020-12-22
2233.394981126.682777쉼터특이사항없음특이사항없음Y정상2020-12-22
2333.394783126.682614사려니 숲 공식 포토존장애인 관람석. 공연장 있음특이사항없음Y정상2020-12-22
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