Undergraduate Admission Test Survey in Bangladesh

This study presents a newly developed dataset sourced from 15 public and private universities across Bangladesh, marking a valuable addition to the research domain.

A thoughtfully designed 15-question survey, featuring predefined responses, was disseminated through Google Forms to students from the selected universities. This effort resulted in a meticulously compiled dataset of over 600 samples. The universities were chosen to represent different regions of Bangladesh, ensuring a broad and inclusive student demographic. The dataset includes 15 essential features that provide insights into the students' preparation phase, with a class distribution of 260 samples labeled as class 0 and 340 samples labeled as class 1. Following able provides a comprehensive summary of the dataset and its features.

Table: Detailed Introduction of the Dataset

Feature Description Possible values / Range ---------------------------------------- ------------------------------------------------------------------------------------ -------------------------------- SSC_GPA Grade Point Average (GPA) in Secondary School Certificate Examination 2.00 - 5.00

HSC_GPA Grade Point Average (GPA) in Higher-Secondary School Certificate Examination 2.00 - 5.00

Family_Economy Family Economic Condition Below Average: 58 Average: 192 Medium: 238 Good: 112

Residence Residence during preparation Village: 110 Town: 490

Family_Education Educational background of parents Uneducated: 80 Educated: 520

Political_Involvement Political involvement during preparation No: 581 Yes: 19

Social_Media_Engagement Time spent on Social media during preparation 0-1 Hour: 174 1-3 Hours: 247 3-5 Hours: 113 More than 5 Hours: 66

Residence_with_Family Staying with parents or not during preparation No: 220 Yes: 380

Duration_of_Study Time spent in study during preparation 2-3 Hours: 86 3-5 Hours: 130 5-7 Hours: 206 More than 7 Hours: 178

School_Location Location of School during SSC Village: 208 Town: 392

College_Location Location of College during HSC Village: 56 Town: 544

Bad_Habits Bad habits like smoking, drinking, or drug addiction No: 560 Yes: 40

Relationship Involvement in any type of relationship No: 461 Yes: 139

External_Factors External challenges like personal issues, No: 292 health concerns, financial challenges, etc. Yes: 308

University (Class Attribute) Admission in which type of university Private University: 260 Public University: 340