Research Paper: The Effect of Programming Language Choice (Visual Basic vs Python) on Student Learning
收藏NIAID Data Ecosystem2026-05-10 收录
下载链接：
https://data.mendeley.com/datasets/5s225szfrf
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资源简介：
Language Performance Motivation Frustration Satisfaction
0 Visual Basic 64.967142 2.009240 4.178894 1.919703
1 Visual Basic 58.617357 2.705548 4.280392 2.107873
2 Visual Basic 66.476885 2.760100 4.541526 3.023106
3 Visual Basic 75.230299 2.438406 4.526901 2.927259
4 Visual Basic 57.658466 2.887100 3.311165 2.485369
وصف البيانات:
Performance Motivation Frustration Satisfaction
count 200.000000 200.000000 200.000000 200.000000
mean 69.233594 3.565094 3.019384 3.425623
std 13.492327 0.812505 1.126010 1.008590
min 33.802549 1.656860 1.000000 1.013273
25% 58.786977 3.032835 1.980931 2.544087
50% 69.625347 3.606110 3.005692 3.527217
75% 79.339922 4.232570 4.044892 4.325437
max 100.000000 5.000000 5.000000 5.000000
إحصاءات لكل لغة:
Performance Motivation Frustration \
mean std mean std mean std
Language
Python 79.505654 8.383649 4.114576 0.520953 2.019153 0.517544
Visual Basic 58.961535 9.081684 3.015613 0.667568 4.019616 0.509524
Satisfaction
mean std
Language
Python 4.276458 0.446451
Visual Basic 2.574788 0.618871
创建时间：
2025-09-16
