Students' Spatial Intelligence

Submission Dates:
08/24/2023 to 08/20/2026
Citation Author(s):
Mostafa
Zafari
Fatemeh
Koochi
Submitted by:
Mostafa Zafari
Last updated:
Thu, 08/24/2023 - 03:42
DOI:
10.21227/5qxw-bw66
License:
Creative Commons Attribution

Abstract 

This dataset is centered around high school students and comprises 40 features that encompass demographics, behavioral attributes, and curriculum-related information. It offers significant insights into the intricate interplay among students' characteristics, behaviors, and their Spatial Intelligence.

Instructions: 

Attribute

Class

Count

Attribute

Class

Count

Attribute

Class

Count

Age

14-19

 

School type

Magnet

52

Using diagram/chart

Vl

74

Gender

Male

204

 

Private

86

 

L

92

 

Female

192

 

Public

258

 

M

107

Class size

> 20

126

Study time

> 1 h

57

 

H

76

 

20-30

174

 

1-3

142

 

Vh

47

 

< 30

95

 

3-5

134

To learning

Hear

49

Environment

Rural

13

 

< 5 h

63

 

View

347

 

Suburban

26

Extra class

No

274

Unfamiliar locations

L

117

 

Urban

357

 

Yes

122

 

M

191

Major

Humanism

82

Work

No

328

 

H

88

 

Math

67

 

Yes

68

Geography courses

2_6

 

 

Not yet

41

Internet

>1 h

72

Experience using GIS

No

391

 

Science

77

 

1-2

74

 

Yes

5

 

Technical

87

 

2-3

103

Finding direction

L

115

 

Vocational

42

 

< 3 h

147

 

M

169

Family size

> 3

139

TV

> 1 h

207

 

H

112

 

3-5

120

 

1-2

115

Finding patterns & relationships

L

112

 

<5

137

 

< 2 h

74

 

M

198

Fathers job

Agriculture and env

61

Playing games

> 1 h

164

 

H

86

 

Education and social

83

 

1-2

152

Math

Vl

69

 

Engineering

36

 

M 2 h

80

 

L

82

 

Health

56

G-Action

No

283

 

M

87

 

Services

160

 

Yes

113

 

H

94

Mothers job

Agriculture and env

17

G-Adventure

No

283

 

Vh

64

 

Education and social

61

 

Yes

113

Science

Vl

46

 

Engineering

4

G-Strategy

No

314

 

L

75

 

Health

71

 

Yes

82

 

M

157

 

Services

77

G-Sport

No

260

 

H

69

 

Unemployment

166

 

Yes

136

 

Vh

49

Fathers' education

No formal

2

G-Simulat

No

246

Art

Vl

66

 

Primary.S

99

 

Yes

150

 

L

83

 

High.S

124

G-Role-playing

No

330

 

M

97

 

Bachelor

127

 

Yes

66

 

H

87

 

Graduate

44

G-Puzzle

No

320

 

Vh

63

Mothers' education

No formal

17

 

Yes

76

Sport

Vl

54

 

Primary.S

131

G-Not

No

297

 

L

61

 

High.S

121

 

Yes

99

 

M

92

 

Bachelor

107

Using map

Vl

44

 

H

90

 

Graduate

20

 

L

84

 

Vh

99

Income

> 3 m

30

 

M

153

GPA

0-20

  

3-5

87

 

H

90

Travel

> 5 m

72

 

5-8

118

 

Vh

25

 

5-15

126

 

< 8 m

161

    

15-30

96

 

 

 

    

< 30 m

102

Competition Dataset Files

AttachmentSize
File Dataset.csv53.54 KB
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