Overview

Dataset statistics

Number of variables8
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 KiB
Average record size in memory70.6 B

Variable types

Numeric2
Text2
Categorical3
Boolean1

Dataset

Description제주특별자치도에서 제공하는 무장애여행 관련 관광지별 "위도, 경도, 장소명칭, 장소상세정보, 무장애관광정보"입니다.
Author제주특별자치도
URLhttps://www.data.go.kr/data/15075161/fileData.do

Alerts

데이터품질점검결과 has constant value ""Constant
데이터기준일자 has constant value ""Constant
경도 is highly overall correlated with 추천코스여부High correlation
추천코스여부 is highly overall correlated with 경도High correlation
위도 has unique valuesUnique
경도 has unique valuesUnique

Reproduction

Analysis started2023-12-13 00:11:24.383531
Analysis finished2023-12-13 00:11:25.340895
Duration0.96 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

위도
Real number (ℝ)

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.557837
Minimum33.556561
Maximum33.558939
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size393.0 B
2023-12-13T09:11:25.389429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum33.556561
5-th percentile33.556846
Q133.557606
median33.557833
Q333.558033
95-th percentile33.558799
Maximum33.558939
Range0.00237795
Interquartile range (IQR)0.00042697

Descriptive statistics

Standard deviation0.00053590502
Coefficient of variation (CV)1.5969593 × 10-5
Kurtosis1.0412289
Mean33.557837
Median Absolute Deviation (MAD)0.00022698
Skewness-0.12267689
Sum973.17728
Variance2.8719419 × 10-7
MonotonicityNot monotonic
2023-12-13T09:11:25.499058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
33.55854602 1
 
3.4%
33.55859304 1
 
3.4%
33.55696703 1
 
3.4%
33.55656101 1
 
3.4%
33.55676503 1
 
3.4%
33.558357 1
 
3.4%
33.55800002 1
 
3.4%
33.55786398 1
 
3.4%
33.55781503 1
 
3.4%
33.55768 1
 
3.4%
Other values (19) 19
65.5%
ValueCountFrequency (%)
33.55656101 1
3.4%
33.55676503 1
3.4%
33.55696703 1
3.4%
33.557479 1
3.4%
33.55752703 1
3.4%
33.557536 1
3.4%
33.55755896 1
3.4%
33.55760599 1
3.4%
33.55766097 1
3.4%
33.55768 1
3.4%
ValueCountFrequency (%)
33.55893896 1
3.4%
33.55893603 1
3.4%
33.55859304 1
3.4%
33.55854602 1
3.4%
33.558357 1
3.4%
33.558069 1
3.4%
33.55806498 1
3.4%
33.55803296 1
3.4%
33.55800002 1
3.4%
33.55793699 1
3.4%

경도
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.74857
Minimum126.74065
Maximum126.75427
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size393.0 B
2023-12-13T09:11:25.598900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum126.74065
5-th percentile126.74231
Q1126.74565
median126.74766
Q3126.75144
95-th percentile126.75409
Maximum126.75427
Range0.013613
Interquartile range (IQR)0.005789

Descriptive statistics

Standard deviation0.0038107629
Coefficient of variation (CV)3.0065529 × 10-5
Kurtosis-0.79517803
Mean126.74857
Median Absolute Deviation (MAD)0.002956
Skewness-0.18459364
Sum3675.7086
Variance1.4521914 × 10-5
MonotonicityNot monotonic
2023-12-13T09:11:25.710766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
126.754265 1
 
3.4%
126.754202 1
 
3.4%
126.747294 1
 
3.4%
126.747099 1
 
3.4%
126.746586 1
 
3.4%
126.740652 1
 
3.4%
126.742141 1
 
3.4%
126.742557 1
 
3.4%
126.744692 1
 
3.4%
126.745007 1
 
3.4%
Other values (19) 19
65.5%
ValueCountFrequency (%)
126.740652 1
3.4%
126.742141 1
3.4%
126.742557 1
3.4%
126.744692 1
3.4%
126.745007 1
3.4%
126.74563 1
3.4%
126.745632 1
3.4%
126.745649 1
3.4%
126.746586 1
3.4%
126.74659 1
3.4%
ValueCountFrequency (%)
126.754265 1
3.4%
126.754202 1
3.4%
126.753914 1
3.4%
126.753678 1
3.4%
126.753202 1
3.4%
126.752355 1
3.4%
126.752154 1
3.4%
126.751438 1
3.4%
126.751415 1
3.4%
126.750852 1
3.4%

장소명칭
Text

Distinct26
Distinct (%)89.7%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-13T09:11:25.896420image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length16
Mean length8.5862069
Min length2

Characters and Unicode

Total characters249
Distinct characters103
Distinct categories5 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)86.2%

Sample

1st row세기 알 포구 시작점
2nd row세기 알 포구 화장실
3rd row구좌 캐릭터 사진 스폿
4th row김녕 옛 등대. 정자
5th row길을 걷다'벽화
ValueCountFrequency (%)
오르막 4
 
5.7%
길 4
 
5.7%
김녕 3
 
4.3%
벽화 3
 
4.3%
소공원 2
 
2.9%
청굴물 2
 
2.9%
복지회관 2
 
2.9%
정자 2
 
2.9%
김녕항 2
 
2.9%
화장실 2
 
2.9%
Other values (41) 44
62.9%
2023-12-13T09:11:26.178945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
43
 
17.3%
' 13
 
5.2%
화 10
 
4.0%
녕 8
 
3.2%
벽 7
 
2.8%
김 7
 
2.8%
길 5
 
2.0%
내 4
 
1.6%
을 4
 
1.6%
터 4
 
1.6%
Other values (93) 144
57.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 184
73.9%
Space Separator 43
 
17.3%
Other Punctuation 15
 
6.0%
Lowercase Letter 4
 
1.6%
Uppercase Letter 3
 
1.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
화 10
 
5.4%
녕 8
 
4.3%
벽 7
 
3.8%
김 7
 
3.8%
길 5
 
2.7%
내 4
 
2.2%
을 4
 
2.2%
터 4
 
2.2%
안 4
 
2.2%
오 4
 
2.2%
Other values (82) 127
69.0%
Lowercase Letter
ValueCountFrequency (%)
e 1
25.0%
f 1
25.0%
a 1
25.0%
c 1
25.0%
Other Punctuation
ValueCountFrequency (%)
' 13
86.7%
& 1
 
6.7%
. 1
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
O 1
33.3%
A 1
33.3%
Y 1
33.3%
Space Separator
ValueCountFrequency (%)
43
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 184
73.9%
Common 58
 
23.3%
Latin 7
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
화 10
 
5.4%
녕 8
 
4.3%
벽 7
 
3.8%
김 7
 
3.8%
길 5
 
2.7%
내 4
 
2.2%
을 4
 
2.2%
터 4
 
2.2%
안 4
 
2.2%
오 4
 
2.2%
Other values (82) 127
69.0%
Latin
ValueCountFrequency (%)
O 1
14.3%
A 1
14.3%
Y 1
14.3%
e 1
14.3%
f 1
14.3%
a 1
14.3%
c 1
14.3%
Common
ValueCountFrequency (%)
43
74.1%
' 13
 
22.4%
& 1
 
1.7%
. 1
 
1.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 184
73.9%
ASCII 65
 
26.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
43
66.2%
' 13
 
20.0%
& 1
 
1.5%
O 1
 
1.5%
A 1
 
1.5%
Y 1
 
1.5%
e 1
 
1.5%
f 1
 
1.5%
. 1
 
1.5%
a 1
 
1.5%
Hangul
ValueCountFrequency (%)
화 10
 
5.4%
녕 8
 
4.3%
벽 7
 
3.8%
김 7
 
3.8%
길 5
 
2.7%
내 4
 
2.2%
을 4
 
2.2%
터 4
 
2.2%
안 4
 
2.2%
오 4
 
2.2%
Other values (82) 127
69.0%

장소상세정보
Text

Distinct21
Distinct (%)72.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-13T09:11:26.390046image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length45
Median length19
Mean length13.862069
Min length5

Characters and Unicode

Total characters402
Distinct characters141
Distinct categories9 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)69.0%

Sample

1st row주차장과 화장실이 있다.
2nd row특이사항없음
3rd row특이사항없음
4th row계단 4개. 바닥면 돌로 되어 있음
5th row물고기 조형물
ValueCountFrequency (%)
특이사항없음 9
 
9.0%
있음 4
 
4.0%
계단 3
 
3.0%
조형물 3
 
3.0%
바닥면 2
 
2.0%
공터 2
 
2.0%
턱 2
 
2.0%
2
 
2.0%
1까지 1
 
1.0%
일반화장실 1
 
1.0%
Other values (71) 71
71.0%
2023-12-13T09:11:26.702952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
73
 
18.2%
이 17
 
4.2%
음 15
 
3.7%
. 12
 
3.0%
사 10
 
2.5%
특 9
 
2.2%
항 9
 
2.2%
없 9
 
2.2%
있 7
 
1.7%
주 6
 
1.5%
Other values (131) 235
58.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 284
70.6%
Space Separator 73
 
18.2%
Other Punctuation 19
 
4.7%
Decimal Number 13
 
3.2%
Lowercase Letter 9
 
2.2%
Math Symbol 1
 
0.2%
Uppercase Letter 1
 
0.2%
Open Punctuation 1
 
0.2%
Close Punctuation 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 17
 
6.0%
음 15
 
5.3%
사 10
 
3.5%
특 9
 
3.2%
항 9
 
3.2%
없 9
 
3.2%
있 7
 
2.5%
주 6
 
2.1%
바 5
 
1.8%
의 5
 
1.8%
Other values (111) 192
67.6%
Decimal Number
ValueCountFrequency (%)
1 5
38.5%
5 2
 
15.4%
2 2
 
15.4%
3 2
 
15.4%
7 1
 
7.7%
4 1
 
7.7%
Other Punctuation
ValueCountFrequency (%)
. 12
63.2%
' 4
 
21.1%
/ 1
 
5.3%
* 1
 
5.3%
: 1
 
5.3%
Lowercase Letter
ValueCountFrequency (%)
p 3
33.3%
w 2
22.2%
c 2
22.2%
m 2
22.2%
Space Separator
ValueCountFrequency (%)
73
100.0%
Math Symbol
ValueCountFrequency (%)
~ 1
100.0%
Uppercase Letter
ValueCountFrequency (%)
W 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 283
70.4%
Common 108
 
26.9%
Latin 10
 
2.5%
Han 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 17
 
6.0%
음 15
 
5.3%
사 10
 
3.5%
특 9
 
3.2%
항 9
 
3.2%
없 9
 
3.2%
있 7
 
2.5%
주 6
 
2.1%
바 5
 
1.8%
의 5
 
1.8%
Other values (110) 191
67.5%
Common
ValueCountFrequency (%)
73
67.6%
. 12
 
11.1%
1 5
 
4.6%
' 4
 
3.7%
5 2
 
1.9%
2 2
 
1.9%
3 2
 
1.9%
7 1
 
0.9%
4 1
 
0.9%
~ 1
 
0.9%
Other values (5) 5
 
4.6%
Latin
ValueCountFrequency (%)
p 3
30.0%
w 2
20.0%
c 2
20.0%
m 2
20.0%
W 1
 
10.0%
Han
ValueCountFrequency (%)
水 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 283
70.4%
ASCII 118
29.4%
CJK 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
73
61.9%
. 12
 
10.2%
1 5
 
4.2%
' 4
 
3.4%
p 3
 
2.5%
w 2
 
1.7%
5 2
 
1.7%
2 2
 
1.7%
c 2
 
1.7%
3 2
 
1.7%
Other values (10) 11
 
9.3%
Hangul
ValueCountFrequency (%)
이 17
 
6.0%
음 15
 
5.3%
사 10
 
3.5%
특 9
 
3.2%
항 9
 
3.2%
없 9
 
3.2%
있 7
 
2.5%
주 6
 
2.1%
바 5
 
1.8%
의 5
 
1.8%
Other values (110) 191
67.5%
CJK
ValueCountFrequency (%)
水 1
100.0%

무장애관광정보
Categorical

Distinct3
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size364.0 B
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)
24 
특이사항없음
3 
장애인화장실
 
2

Length

Max length34
Median length34
Mean length29.172414
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)
2nd row장애인화장실
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 row접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)

Common Values

ValueCountFrequency (%)
접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음) 24
82.8%
특이사항없음 3
 
10.3%
장애인화장실 2
 
6.9%

Length

2023-12-13T09:11:26.804232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:11:26.878575image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 48
17.8%
접근성 24
8.9%
정보 24
8.9%
계단 24
8.9%
혹은 24
8.9%
경사 24
8.9%
길 24
8.9%
상태 24
8.9%
안 24
8.9%
좋음 24
8.9%
Other values (2) 5
 
1.9%

추천코스여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size161.0 B
True
22 
False
7 
ValueCountFrequency (%)
True 22
75.9%
False 7
 
24.1%
2023-12-13T09:11:26.944764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터품질점검결과
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
정상
29 

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 29
100.0%

Length

2023-12-13T09:11:27.018405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:11:27.087705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
정상 29
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.4%
Missing0
Missing (%)0.0%
Memory size364.0 B
2020-12-22
29 

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 29
100.0%

Length

2023-12-13T09:11:27.157874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T09:11:27.223413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-12-22 29
100.0%

Interactions

2023-12-13T09:11:25.022781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:11:24.680357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:11:25.100621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T09:11:24.740479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T09:11:27.267002image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도장소명칭장소상세정보무장애관광정보추천코스여부
위도1.0000.6940.9610.8330.4120.000
경도0.6941.0000.9630.9000.6750.797
장소명칭0.9610.9631.0000.9861.0000.000
장소상세정보0.8330.9000.9861.0000.7400.000
무장애관광정보0.4120.6751.0000.7401.0000.000
추천코스여부0.0000.7970.0000.0000.0001.000
2023-12-13T09:11:27.345357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
무장애관광정보추천코스여부
무장애관광정보1.0000.000
추천코스여부0.0001.000
2023-12-13T09:11:27.405758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
위도경도무장애관광정보추천코스여부
위도1.0000.3880.1430.000
경도0.3881.0000.4410.524
무장애관광정보0.1430.4411.0000.000
추천코스여부0.0000.5240.0001.000

Missing values

2023-12-13T09:11:25.193872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T09:11:25.294305image/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
033.558546126.754265세기 알 포구 시작점주차장과 화장실이 있다.접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
133.558593126.754202세기 알 포구 화장실특이사항없음장애인화장실Y정상2020-12-22
233.558939126.753914구좌 캐릭터 사진 스폿특이사항없음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
333.558936126.753678김녕 옛 등대. 정자계단 4개. 바닥면 돌로 되어 있음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
433.557889126.753202길을 걷다'벽화물고기 조형물접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
533.557559126.752355김녕 마을의 안녕을 기원합니다' 돗제돼지 조형물 *돗제 : 돼지를 육식신에게 바치고 마을 안녕을 기원하는 제사접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
633.557744126.752154김녕 안내 지도공터 있음. 주차장으로 이용 가능접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
733.557935126.751438청굴물 글라' 벽화특이사항없음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
833.558065126.751415청굴물접근이 가능하나 입구에 울퉁불퉁함.접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
933.557929126.750852오르막 길특이사항없음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
위도경도장소명칭장소상세정보무장애관광정보추천코스여부데이터품질점검결과데이터기준일자
1933.557606126.74563오르막 길특이사항없음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)N정상2020-12-22
2033.557479126.745649'YAO' 벽화& '내려놓고 가세요' 벽화개소리에 놀램 주의특이사항없음Y정상2020-12-22
2133.55768126.745007김녕리의 유래 안내도주차 가능한 공터 있음특이사항없음Y정상2020-12-22
2233.557815126.744692화장실일반화장실 계단 2개. 턱 2cm장애인화장실N정상2020-12-22
2333.557864126.742557'바람마당'쉼터정자있음. 조형물 '김녕해녀 빌레와 제돌이의 신나는 순水바당 탐험기특이사항없음Y정상2020-12-22
2433.558126.742141김녕항 종합안내김녕서포구 위치접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
2533.558357126.740652김녕항 수산 문화 센터 주차장반환점.끝접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
2633.556765126.746586공터차 대략 7대 주차가능접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22
2733.556561126.747099용두동 복지회관특이사항없음접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)N정상2020-12-22
2833.556967126.747294소공원운동기구 있는 소공원 지나면 W.p 15이 나옴( w.p15~w.p 1까지 리턴)접근성 정보 있음 (계단 혹은 경사 있음. 길 상태 안 좋음)Y정상2020-12-22