Overview

Dataset statistics

Number of variables13
Number of observations40
Missing cells118
Missing cells (%)22.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.3 KiB
Average record size in memory109.3 B

Variable types

Text2
Categorical9
Unsupported2

Dataset

Description경기도 무장애 관광지 시설 정보
Author경기관광공사
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=5ILIXPCHDQ4RVHN8L0ZE31674251&infSeq=1

Alerts

장애인화장실 has constant value ""Constant
오디오가이드 has constant value ""Constant
유아차대여 is highly overall correlated with 엘리베이터 and 6 other fieldsHigh correlation
장애인주차장 is highly overall correlated with 엘리베이터 and 6 other fieldsHigh correlation
경사로 is highly overall correlated with 엘리베이터 and 5 other fieldsHigh correlation
아기돌봄,수유실 is highly overall correlated with 엘리베이터 and 6 other fieldsHigh correlation
촉지도식안내판설치 is highly overall correlated with 엘리베이터 and 5 other fieldsHigh correlation
엘리베이터 is highly overall correlated with 장애인주차장 and 5 other fieldsHigh correlation
버스정류장 is highly overall correlated with 장애인주차장 and 3 other fieldsHigh correlation
휠체어대여 is highly overall correlated with 엘리베이터 and 6 other fieldsHigh correlation
버스정류장 is highly imbalanced (61.6%)Imbalance
지하철 has 40 (100.0%) missing valuesMissing
오디오가이드 has 38 (95.0%) missing valuesMissing
무장애객실 has 40 (100.0%) missing valuesMissing
무장애관광지명 has unique valuesUnique
지하철 is an unsupported type, check if it needs cleaning or further analysisUnsupported
무장애객실 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 21:12:41.726789
Analysis finished2023-12-10 21:12:42.428351
Duration0.7 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

무장애관광지명
Text

UNIQUE 

Distinct40
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
2023-12-11T06:12:42.607459image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length8.6
Min length5

Characters and Unicode

Total characters344
Distinct characters133
Distinct categories2 ?
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 row화성 융릉과 건릉
2nd row포천 산정호수
3rd row평택호관광지
4th row파주 벽초지수목원
5th row의왕레일파크
ValueCountFrequency (%)
양평 4
 
5.1%
포천 3
 
3.8%
화성 2
 
2.5%
파주 2
 
2.5%
수원 2
 
2.5%
과천 2
 
2.5%
광주 2
 
2.5%
가평 2
 
2.5%
용인 2
 
2.5%
고양 2
 
2.5%
Other values (56) 56
70.9%
2023-12-11T06:12:42.943161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
39
 
11.3%
원 12
 
3.5%
천 10
 
2.9%
주 9
 
2.6%
양 9
 
2.6%
화 8
 
2.3%
관 8
 
2.3%
평 8
 
2.3%
수 7
 
2.0%
성 7
 
2.0%
Other values (123) 227
66.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 305
88.7%
Space Separator 39
 
11.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 12
 
3.9%
천 10
 
3.3%
주 9
 
3.0%
양 9
 
3.0%
화 8
 
2.6%
관 8
 
2.6%
평 8
 
2.6%
수 7
 
2.3%
성 7
 
2.3%
아 6
 
2.0%
Other values (122) 221
72.5%
Space Separator
ValueCountFrequency (%)
39
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 305
88.7%
Common 39
 
11.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 12
 
3.9%
천 10
 
3.3%
주 9
 
3.0%
양 9
 
3.0%
화 8
 
2.6%
관 8
 
2.6%
평 8
 
2.6%
수 7
 
2.3%
성 7
 
2.3%
아 6
 
2.0%
Other values (122) 221
72.5%
Common
ValueCountFrequency (%)
39
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 305
88.7%
ASCII 39
 
11.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
39
100.0%
Hangul
ValueCountFrequency (%)
원 12
 
3.9%
천 10
 
3.3%
주 9
 
3.0%
양 9
 
3.0%
화 8
 
2.6%
관 8
 
2.6%
평 8
 
2.6%
수 7
 
2.3%
성 7
 
2.3%
아 6
 
2.0%
Other values (122) 221
72.5%

장애인화장실
Categorical

CONSTANT 

Distinct1
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size452.0 B
있음
40 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
있음 40
100.0%

Length

2023-12-11T06:12:43.067872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:43.146320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 40
100.0%

엘리베이터
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
<NA>
27 
있음
13 

Length

Max length4
Median length4
Mean length3.35
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 27
67.5%
있음 13
32.5%

Length

2023-12-11T06:12:43.251226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:43.360539image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 27
67.5%
있음 13
32.5%

장애인주차장
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
있음
31 
<NA>
9 

Length

Max length4
Median length2
Mean length2.45
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
있음 31
77.5%
<NA> 9
 
22.5%

Length

2023-12-11T06:12:43.478531image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:43.592478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 31
77.5%
na 9
 
22.5%

경사로
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
<NA>
31 
있음
9 

Length

Max length4
Median length4
Mean length3.55
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 31
77.5%
있음 9
 
22.5%

Length

2023-12-11T06:12:43.693848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:43.793647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 31
77.5%
있음 9
 
22.5%

지하철
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing40
Missing (%)100.0%
Memory size492.0 B

버스정류장
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
<NA>
37 
있음
 
3

Length

Max length4
Median length4
Mean length3.85
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 37
92.5%
있음 3
 
7.5%

Length

2023-12-11T06:12:43.898866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:44.009687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 37
92.5%
있음 3
 
7.5%

휠체어대여
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
있음
28 
<NA>
12 

Length

Max length4
Median length2
Mean length2.6
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row있음
2nd row있음
3rd row있음
4th row있음
5th row<NA>

Common Values

ValueCountFrequency (%)
있음 28
70.0%
<NA> 12
30.0%

Length

2023-12-11T06:12:44.136209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:44.228683image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 28
70.0%
na 12
30.0%

촉지도식안내판설치
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
<NA>
34 
있음
6 

Length

Max length4
Median length4
Mean length3.7
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 34
85.0%
있음 6
 
15.0%

Length

2023-12-11T06:12:44.340295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:44.445962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 34
85.0%
있음 6
 
15.0%

오디오가이드
Text

CONSTANT  MISSING 

Distinct1
Distinct (%)50.0%
Missing38
Missing (%)95.0%
Memory size452.0 B
2023-12-11T06:12:44.511456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters4
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row있음
2nd row있음
ValueCountFrequency (%)
있음 2
100.0%
2023-12-11T06:12:44.707166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
있 2
50.0%
음 2
50.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
있 2
50.0%
음 2
50.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
있 2
50.0%
음 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
있 2
50.0%
음 2
50.0%

아기돌봄,수유실
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
있음
25 
<NA>
15 

Length

Max length4
Median length2
Mean length2.75
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row있음
2nd row<NA>
3rd row<NA>
4th row있음
5th row있음

Common Values

ValueCountFrequency (%)
있음 25
62.5%
<NA> 15
37.5%

Length

2023-12-11T06:12:44.845016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:44.945656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 25
62.5%
na 15
37.5%

무장애객실
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing40
Missing (%)100.0%
Memory size492.0 B

유아차대여
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size452.0 B
있음
26 
<NA>
14 

Length

Max length4
Median length2
Mean length2.7
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row있음
2nd row<NA>
3rd row<NA>
4th row있음
5th row<NA>

Common Values

ValueCountFrequency (%)
있음 26
65.0%
<NA> 14
35.0%

Length

2023-12-11T06:12:45.076223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:12:45.185423image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
있음 26
65.0%
na 14
35.0%

Correlations

2023-12-11T06:12:45.247203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
무장애관광지명
무장애관광지명1.000
2023-12-11T06:12:45.343130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유아차대여장애인주차장경사로아기돌봄,수유실촉지도식안내판설치엘리베이터버스정류장휠체어대여
유아차대여1.0001.0001.0001.0001.0001.0001.0001.000
장애인주차장1.0001.0001.0001.0001.0001.0001.0001.000
경사로1.0001.0001.0001.0001.0001.000NaN1.000
아기돌봄,수유실1.0001.0001.0001.0001.0001.0001.0001.000
촉지도식안내판설치1.0001.0001.0001.0001.0001.000NaN1.000
엘리베이터1.0001.0001.0001.0001.0001.000NaN1.000
버스정류장1.0001.000NaN1.000NaNNaN1.0001.000
휠체어대여1.0001.0001.0001.0001.0001.0001.0001.000
2023-12-11T06:12:45.463541image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
엘리베이터장애인주차장경사로버스정류장휠체어대여촉지도식안내판설치아기돌봄,수유실유아차대여
엘리베이터1.0001.0001.0000.0001.0001.0001.0001.000
장애인주차장1.0001.0001.0001.0001.0001.0001.0001.000
경사로1.0001.0001.0000.0001.0001.0001.0001.000
버스정류장0.0001.0000.0001.0001.0000.0001.0001.000
휠체어대여1.0001.0001.0001.0001.0001.0001.0001.000
촉지도식안내판설치1.0001.0001.0000.0001.0001.0001.0001.000
아기돌봄,수유실1.0001.0001.0001.0001.0001.0001.0001.000
유아차대여1.0001.0001.0001.0001.0001.0001.0001.000

Missing values

2023-12-11T06:12:42.176763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T06:12:42.349294image/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

무장애관광지명장애인화장실엘리베이터장애인주차장경사로지하철버스정류장휠체어대여촉지도식안내판설치오디오가이드아기돌봄,수유실무장애객실유아차대여
0화성 융릉과 건릉있음<NA>있음<NA><NA><NA>있음<NA><NA>있음<NA>있음
1포천 산정호수있음<NA>있음<NA><NA><NA>있음<NA><NA><NA><NA><NA>
2평택호관광지있음<NA>있음<NA><NA><NA>있음<NA><NA><NA><NA><NA>
3파주 벽초지수목원있음<NA>있음<NA><NA><NA>있음<NA><NA>있음<NA>있음
4의왕레일파크있음<NA>있음<NA><NA><NA><NA><NA><NA>있음<NA><NA>
5양평 황순원문학촌 소나기마을있음있음있음있음<NA><NA>있음<NA><NA><NA><NA><NA>
6김포함상공원있음<NA>있음있음<NA><NA><NA><NA><NA><NA><NA><NA>
7광주 곤지암도자공원있음<NA>있음<NA><NA><NA>있음<NA><NA>있음<NA>있음
8과천 국립과천과학관있음있음<NA><NA><NA><NA><NA><NA><NA>있음<NA>있음
9고양 행주산성있음<NA>있음있음<NA><NA><NA><NA><NA><NA><NA><NA>
무장애관광지명장애인화장실엘리베이터장애인주차장경사로지하철버스정류장휠체어대여촉지도식안내판설치오디오가이드아기돌봄,수유실무장애객실유아차대여
30파주 임진각평화누리있음있음있음<NA><NA><NA>있음있음<NA>있음<NA><NA>
31연천 전곡리유적있음있음있음있음<NA><NA>있음<NA><NA>있음<NA>있음
32구리 동구릉있음<NA>있음<NA><NA><NA>있음<NA><NA><NA><NA>있음
33여주 신륵사있음<NA>있음<NA><NA><NA><NA><NA><NA><NA><NA><NA>
34가평 아침고요수목원있음<NA>있음<NA><NA>있음있음<NA><NA>있음<NA>있음
35포천 국립수목원있음<NA>있음<NA><NA><NA>있음<NA>있음있음<NA>있음
36광명 광명동굴있음<NA>있음<NA><NA><NA>있음<NA><NA><NA><NA>있음
37용인 한국민속촌있음<NA>있음<NA><NA><NA>있음<NA>있음있음<NA>있음
38용인 경기도어린이박물관있음있음<NA>있음<NA><NA><NA>있음<NA>있음<NA>있음
39양평 용문산관광지있음<NA>있음<NA><NA>있음있음<NA><NA>있음<NA>있음