Overview

Dataset statistics

Number of variables8
Number of observations22
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory72.0 B

Variable types

Numeric2
Text2
Categorical2
Boolean1
DateTime1

Dataset

Description제주특별자치도에서 제공하는 무장애여행 관련 관광지별 "위도, 경도, 장소명칭, 장소상세정보, 무장애관광정보"입니다.
Author제주특별자치도 미래성장과
URLhttps://www.jejudatahub.net/data/view/data/697

Alerts

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

Reproduction

Analysis started2023-12-11 20:08:22.046810
Analysis finished2023-12-11 20:08:23.165720
Duration1.12 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.532434
Minimum33.529809
Maximum33.536664
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size330.0 B
2023-12-12T05:08:23.261384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum33.529809
5-th percentile33.529919
Q133.531191
median33.533016
Q333.533166
95-th percentile33.533612
Maximum33.536664
Range0.00685497
Interquartile range (IQR)0.0019757225

Descriptive statistics

Standard deviation0.0015462312
Coefficient of variation (CV)4.6111512 × 10-5
Kurtosis1.5603703
Mean33.532434
Median Absolute Deviation (MAD)0.00035552
Skewness0.35926896
Sum737.71354
Variance2.390831 × 10-6
MonotonicityNot monotonic
2023-12-12T05:08:23.438948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
33.533174 1
 
4.5%
33.53312697 1
 
4.5%
33.53666397 1
 
4.5%
33.53314097 1
 
4.5%
33.53314399 1
 
4.5%
33.53327399 1
 
4.5%
33.53326896 1
 
4.5%
33.53362997 1
 
4.5%
33.53322504 1
 
4.5%
33.53296302 1
 
4.5%
Other values (12) 12
54.5%
ValueCountFrequency (%)
33.529809 1
4.5%
33.52990698 1
4.5%
33.53013799 1
4.5%
33.53090904 1
4.5%
33.53103301 1
4.5%
33.53105304 1
4.5%
33.53160398 1
4.5%
33.53200397 1
4.5%
33.53265096 1
4.5%
33.53266999 1
4.5%
ValueCountFrequency (%)
33.53666397 1
4.5%
33.53362997 1
4.5%
33.53327399 1
4.5%
33.53326896 1
4.5%
33.53322504 1
4.5%
33.533174 1
4.5%
33.53314399 1
4.5%
33.53314097 1
4.5%
33.53312697 1
4.5%
33.53308297 1
4.5%

경도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct22
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.84342
Minimum126.84058
Maximum126.8459
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size330.0 B
2023-12-12T05:08:23.628731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.84058
5-th percentile126.8409
Q1126.8424
median126.84346
Q3126.84448
95-th percentile126.84528
Maximum126.8459
Range0.005325
Interquartile range (IQR)0.0020765

Descriptive statistics

Standard deviation0.0013696302
Coefficient of variation (CV)1.0797802 × 10-5
Kurtosis-0.22880485
Mean126.84342
Median Absolute Deviation (MAD)0.0010625
Skewness-0.33308431
Sum2790.5553
Variance1.8758868 × 10-6
MonotonicityNot monotonic
2023-12-12T05:08:23.793317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
126.842109 1
 
4.5%
126.844368 1
 
4.5%
126.840578 1
 
4.5%
126.840839 1
 
4.5%
126.844519 1
 
4.5%
126.842394 1
 
4.5%
126.84239 1
 
4.5%
126.842957 1
 
4.5%
126.843382 1
 
4.5%
126.84409 1
 
4.5%
Other values (12) 12
54.5%
ValueCountFrequency (%)
126.840578 1
4.5%
126.840839 1
4.5%
126.842109 1
4.5%
126.842204 1
4.5%
126.84239 1
4.5%
126.842394 1
4.5%
126.842437 1
4.5%
126.842957 1
4.5%
126.84319 1
4.5%
126.843195 1
4.5%
ValueCountFrequency (%)
126.845903 1
4.5%
126.845302 1
4.5%
126.844804 1
4.5%
126.844752 1
4.5%
126.844596 1
4.5%
126.844519 1
4.5%
126.844368 1
4.5%
126.844253 1
4.5%
126.84409 1
4.5%
126.843549 1
4.5%
Distinct21
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-12T05:08:24.099443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length13
Mean length9.9545455
Min length4

Characters and Unicode

Total characters219
Distinct characters73
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

Unique20 ?
Unique (%)90.9%

Sample

1st row공영주차장
2nd row감수굴 수덕비
3rd row갈림길1
4th row평대 중동 회관
5th row불림 모살길
ValueCountFrequency (%)
종료(공영주차장)(w.p 2
 
3.9%
넙덕빌레 2
 
3.9%
36=54=55 2
 
3.9%
w.p 2
 
3.9%
시작 2
 
3.9%
갈림길2 2
 
3.9%
갯동산 2
 
3.9%
만나는 2
 
3.9%
회관 2
 
3.9%
중동 2
 
3.9%
Other values (28) 31
60.8%
2023-12-12T05:08:24.578562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
29
 
13.2%
7
 
3.2%
7
 
3.2%
5 6
 
2.7%
. 6
 
2.7%
) 6
 
2.7%
6
 
2.7%
( 6
 
2.7%
5
 
2.3%
5
 
2.3%
Other values (63) 136
62.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 139
63.5%
Space Separator 29
 
13.2%
Decimal Number 21
 
9.6%
Uppercase Letter 8
 
3.7%
Other Punctuation 6
 
2.7%
Close Punctuation 6
 
2.7%
Open Punctuation 6
 
2.7%
Math Symbol 4
 
1.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
7
 
5.0%
7
 
5.0%
6
 
4.3%
5
 
3.6%
5
 
3.6%
4
 
2.9%
4
 
2.9%
4
 
2.9%
4
 
2.9%
3
 
2.2%
Other values (48) 90
64.7%
Decimal Number
ValueCountFrequency (%)
5 6
28.6%
4 4
19.0%
3 4
19.0%
2 2
 
9.5%
6 2
 
9.5%
7 1
 
4.8%
9 1
 
4.8%
1 1
 
4.8%
Uppercase Letter
ValueCountFrequency (%)
P 4
50.0%
W 4
50.0%
Space Separator
ValueCountFrequency (%)
29
100.0%
Other Punctuation
ValueCountFrequency (%)
. 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Math Symbol
ValueCountFrequency (%)
= 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 139
63.5%
Common 72
32.9%
Latin 8
 
3.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
7
 
5.0%
7
 
5.0%
6
 
4.3%
5
 
3.6%
5
 
3.6%
4
 
2.9%
4
 
2.9%
4
 
2.9%
4
 
2.9%
3
 
2.2%
Other values (48) 90
64.7%
Common
ValueCountFrequency (%)
29
40.3%
5 6
 
8.3%
. 6
 
8.3%
) 6
 
8.3%
( 6
 
8.3%
4 4
 
5.6%
= 4
 
5.6%
3 4
 
5.6%
2 2
 
2.8%
6 2
 
2.8%
Other values (3) 3
 
4.2%
Latin
ValueCountFrequency (%)
P 4
50.0%
W 4
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 139
63.5%
ASCII 80
36.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
29
36.2%
5 6
 
7.5%
. 6
 
7.5%
) 6
 
7.5%
( 6
 
7.5%
4 4
 
5.0%
= 4
 
5.0%
3 4
 
5.0%
P 4
 
5.0%
W 4
 
5.0%
Other values (5) 7
 
8.8%
Hangul
ValueCountFrequency (%)
7
 
5.0%
7
 
5.0%
6
 
4.3%
5
 
3.6%
5
 
3.6%
4
 
2.9%
4
 
2.9%
4
 
2.9%
4
 
2.9%
3
 
2.2%
Other values (48) 90
64.7%
Distinct12
Distinct (%)54.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
2023-12-12T05:08:24.849361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length26
Median length23
Mean length11.181818
Min length6

Characters and Unicode

Total characters246
Distinct characters95
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)45.5%

Sample

1st row감수굴 밭담길' 표지판 시작알림
2nd row특이사항없음
3rd row퐁낭' 그늘
4th rowPOI 나즈막한 정원집들
5th row노면: 자갈길 / POI 기와한옥집. 핑크뮬리밭
ValueCountFrequency (%)
특이사항없음 9
 
16.1%
자갈길 4
 
7.1%
노면 4
 
7.1%
2
 
3.6%
poi 2
 
3.6%
경사구간 1
 
1.8%
경사길이 1
 
1.8%
1
 
1.8%
14m 1
 
1.8%
1
 
1.8%
Other values (30) 30
53.6%
2023-12-12T05:08:25.340058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
36
 
14.6%
13
 
5.3%
13
 
5.3%
11
 
4.5%
11
 
4.5%
9
 
3.7%
9
 
3.7%
8
 
3.3%
5
 
2.0%
: 5
 
2.0%
Other values (85) 126
51.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 186
75.6%
Space Separator 36
 
14.6%
Other Punctuation 13
 
5.3%
Uppercase Letter 6
 
2.4%
Decimal Number 3
 
1.2%
Lowercase Letter 1
 
0.4%
Other Symbol 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
13
 
7.0%
13
 
7.0%
11
 
5.9%
11
 
5.9%
9
 
4.8%
9
 
4.8%
8
 
4.3%
5
 
2.7%
5
 
2.7%
4
 
2.2%
Other values (72) 98
52.7%
Other Punctuation
ValueCountFrequency (%)
: 5
38.5%
. 4
30.8%
' 3
23.1%
/ 1
 
7.7%
Uppercase Letter
ValueCountFrequency (%)
P 2
33.3%
I 2
33.3%
O 2
33.3%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
4 1
33.3%
5 1
33.3%
Space Separator
ValueCountFrequency (%)
36
100.0%
Lowercase Letter
ValueCountFrequency (%)
m 1
100.0%
Other Symbol
ValueCountFrequency (%)
° 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 186
75.6%
Common 53
 
21.5%
Latin 7
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
13
 
7.0%
13
 
7.0%
11
 
5.9%
11
 
5.9%
9
 
4.8%
9
 
4.8%
8
 
4.3%
5
 
2.7%
5
 
2.7%
4
 
2.2%
Other values (72) 98
52.7%
Common
ValueCountFrequency (%)
36
67.9%
: 5
 
9.4%
. 4
 
7.5%
' 3
 
5.7%
1 1
 
1.9%
4 1
 
1.9%
5 1
 
1.9%
° 1
 
1.9%
/ 1
 
1.9%
Latin
ValueCountFrequency (%)
P 2
28.6%
I 2
28.6%
O 2
28.6%
m 1
14.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 186
75.6%
ASCII 59
 
24.0%
None 1
 
0.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
36
61.0%
: 5
 
8.5%
. 4
 
6.8%
' 3
 
5.1%
P 2
 
3.4%
I 2
 
3.4%
O 2
 
3.4%
m 1
 
1.7%
1 1
 
1.7%
4 1
 
1.7%
Other values (2) 2
 
3.4%
Hangul
ValueCountFrequency (%)
13
 
7.0%
13
 
7.0%
11
 
5.9%
11
 
5.9%
9
 
4.8%
9
 
4.8%
8
 
4.3%
5
 
2.7%
5
 
2.7%
4
 
2.2%
Other values (72) 98
52.7%
None
ValueCountFrequency (%)
° 1
100.0%

무장애관광정보
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size308.0 B
특이사항없음
13 
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)

Length

Max length34
Median length6
Mean length17.454545
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
특이사항없음 13
59.1%
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음) 9
40.9%

Length

2023-12-12T05:08:25.498975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T05:08:25.614619image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 18
16.1%
특이사항없음 13
11.6%
접근성 9
8.0%
정보 9
8.0%
계단 9
8.0%
혹은 9
8.0%
경사 9
8.0%
9
8.0%
상태 9
8.0%
9
8.0%

추천코스여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)9.1%
Missing0
Missing (%)0.0%
Memory size154.0 B
True
12 
False
10 
ValueCountFrequency (%)
True 12
54.5%
False 10
45.5%
2023-12-12T05:08:25.737525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터품질점검결과
Categorical

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
정상
22 

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 22
100.0%

Length

2023-12-12T05:08:25.867994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T05:08:25.998917image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상 22
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size308.0 B
Minimum2020-12-22 00:00:00
Maximum2020-12-22 00:00:00
2023-12-12T05:08:26.093024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T05:08:26.210356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T05:08:22.653929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T05:08:22.415071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T05:08:22.762319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T05:08:22.553306image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T05:08:26.285994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도장소명칭장소상세정보무장애관광정보추천코스여부
위도1.0000.5221.0000.4150.0880.000
경도0.5221.0001.0000.5880.6620.518
장소명칭1.0001.0001.0001.0001.0001.000
장소상세정보0.4150.5881.0001.0001.0000.813
무장애관광정보0.0880.6621.0001.0001.0000.818
추천코스여부0.0000.5181.0000.8130.8181.000
2023-12-12T05:08:26.399069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
추천코스여부무장애관광정보
추천코스여부1.0000.609
무장애관광정보0.6091.000
2023-12-12T05:08:26.494946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도무장애관광정보추천코스여부
위도1.000-0.5370.0000.000
경도-0.5371.0000.5310.403
무장애관광정보0.0000.5311.0000.609
추천코스여부0.0000.4030.6091.000

Missing values

2023-12-12T05:08:22.922901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/