Datasets:

ismail31415
/

uniGame

What is your age? int64 18 30	Current educational position? stringclasses 2 values	Gender? stringclasses 2 values	Your current CGPA? float64 2 4	Your Higher Secondary School(H. SC) or A level or equivalent result? float64 2 5	At what age you had started playing games? int64 3 24	Do you play games on mobile or pc? stringclasses 3 values	When you go to sleep? int64 0 23	Do you attend your morning class regularly? stringclasses 2 values	The average time you spend playing games? int64 0 8	Which type of game you addict more? stringclasses 7 values	Do you read newspaper? stringclasses 2 values	Which type of game you played most? stringclasses 2 values	How many time you spend with family and friend? int64 0 7	How you fill when you can not play game in whole day? stringclasses 3 values	How you fill to complete game level? stringclasses 2 values	If you didn't finish games last level what is your feeling? stringclasses 3 values	Do you fill Fatigue? stringclasses 2 values	Do you play games for stress relief? stringclasses 2 values	Are you wearing glasses? stringclasses 2 values
19	Bachelor Level	Male	3	3.75	21	Mobile	0	Yes	6	IGA	Not regular	Paid	4	positive	Bored	Excited to complete level	Yes	Yes	No
20	Bachelor Level	Female	3.73	4.85	18	Mobile	23	Yes	3	FIFA	Not regular	Paid	2	negative	Bored	Excited to complete level	No	Yes	Yes
26	Master's Level	Male	2.61	4.03	24	Mobile	1	Yes	6	COC	Regular	Non Paid	3	positive	Bored	Excited to complete level	Yes	No	No
23	Bachelor Level	Male	3.22	4.34	10	Mobile	4	No	3	FIFA	Not regular	Paid	7	negative	Excited	No feeling	Yes	No	Yes
23	Bachelor Level	Male	3.75	5	18	PC	23	Yes	5	PES	Not regular	Non Paid	2	negative	Excited	Stressed	No	Yes	No
25	Master's Level	Female	3.3	3.37	21	PC	2	No	3	FIFA	Not regular	Paid	3	positive	Bored	Stressed	Yes	No	Yes
23	Bachelor Level	Male	2.9	3.76	18	PC	1	Yes	6	CALL OF DUTY	Not regular	Paid	2	negative	Excited	Excited to complete level	Yes	No	No
19	Bachelor Level	Female	3.01	3.87	22	PC	2	Yes	1	PUBG	Not regular	Paid	2	negative	Excited	Excited to complete level	Yes	Yes	No
21	Bachelor Level	Female	2.63	4.1	16	PC	2	No	6	CALL OF DUTY	Regular	Paid	1	positive	Excited	Excited to complete level	No	Yes	No
26	Master's Level	Male	2.2	4.29	24	Mobile	22	No	2	FIFA	Not regular	Non Paid	4	negative	Bored	Stressed	No	Yes	No
20	Bachelor Level	Female	3.96	5	19	Mobile	1	No	3	IGA	Not regular	Paid	2	negative	Bored	Stressed	Yes	Yes	Yes
23	Bachelor Level	Female	3.74	4.57	19	PC	0	No	1	CALL OF DUTY	Regular	Paid	2	positive	Bored	Excited to complete level	Yes	No	Yes
28	Master's Level	Male	2.75	4	23	PC	22	Yes	6	FIFA	Regular	Paid	2	positive	Bored	Stressed	Yes	No	Yes
27	Master's Level	Female	3.21	4	21	PC	2	No	3	IGA	Regular	Non Paid	2	negative	Bored	Stressed	Yes	No	Yes
20	Bachelor Level	Male	2.33	5	14	Mobile, PC	4	Yes	8	PUBG	Not regular	Non Paid	3	negative	Excited	Excited to complete level	Yes	Yes	No
21	Bachelor Level	Male	3.48	5	12	Mobile	1	No	2	COC	Not regular	Non Paid	5	positive	Excited	Excited to complete level	No	No	Yes
26	Master's Level	Female	3	4.03	21	PC	23	No	5	CALL OF DUTY	Regular	Non Paid	4	negative	Excited	Excited to complete level	No	No	No
25	Bachelor Level	Male	3.33	4.5	23	Mobile	1	Yes	3	PUBG	Not regular	Paid	1	negative	Excited	Excited to complete level	Yes	Yes	Yes
26	Master's Level	Male	2.2	4.29	24	Mobile	22	No	2	FIFA	Not regular	Non Paid	4	negative	Bored	Stressed	No	Yes	No
24	Bachelor Level	Female	4	3	21	PC	22	Yes	6	IGA	Not regular	Non Paid	4	negative	Excited	Stressed	Yes	Yes	No
26	Master's Level	Female	2.75	3.11	17	Mobile	22	No	2	PUBG	Regular	Paid	2	positive	Bored	Stressed	No	Yes	No
24	Bachelor Level	Female	3	3.11	18	PC	2	No	2	PUBG	Regular	Non Paid	4	positive	Bored	No feeling	No	Yes	No
19	Bachelor Level	Male	2.5	3.9	18	PC	23	Yes	4	PUBG	Regular	Paid	4	negative	Bored	Excited to complete level	No	Yes	No
26	Master's Level	Male	3.36	4.02	24	Mobile	23	Yes	5	CALL OF DUTY	Regular	Non Paid	2	positive	Excited	No feeling	No	Yes	Yes
21	Bachelor Level	Male	3.54	4.51	16	Mobile	23	No	6	FIFA	Not regular	Paid	3	negative	Excited	Excited to complete level	No	Yes	No
19	Bachelor Level	Male	3.44	4.5	18	Mobile	22	No	6	FIFA	Not regular	Paid	4	positive	Excited	No feeling	No	Yes	Yes
23	Bachelor Level	Male	3.39	4.46	23	Mobile	23	No	6	PUBG	Not regular	Paid	3	negative	Bored	Excited to complete level	No	No	No
21	Bachelor Level	Female	2.42	4	24	Mobile	23	Yes	6	FREE FIRE	Not regular	Paid	2	positive	Excited	Stressed	No	Yes	Yes
25	Master's Level	Male	3	3	23	Mobile	1	No	6	IGA	Not regular	Non Paid	3	negative	Bored	Excited to complete level	Yes	Yes	No
22	Bachelor Level	Male	3.14	4.82	18	Mobile	22	Yes	6	IGA	Regular	Paid	1	negative	Excited	Excited to complete level	No	Yes	No
18	Bachelor Level	Female	3.22	4	19	Mobile	23	No	6	FREE FIRE	Regular	Non Paid	4	negative	Excited	Stressed	No	Yes	No
19	Bachelor Level	Male	3	3.38	19	Mobile	23	No	3	FIFA	Not regular	Paid	3	positive	Bored	Excited to complete level	No	No	Yes
20	Bachelor Level	Female	4	4.7	18	PC	23	Yes	2	FREE FIRE	Not regular	Non Paid	4	negative	Excited	No feeling	No	Yes	Yes
19	Bachelor Level	Female	3.01	3.87	22	PC	2	Yes	1	PUBG	Not regular	Paid	2	negative	Excited	Excited to complete level	Yes	Yes	No
19	Bachelor Level	Male	2.5	3	20	PC	23	Yes	5	PES	Regular	Non Paid	4	negative	Excited	Stressed	Yes	Yes	No
18	Bachelor Level	Male	4	4.22	21	Mobile	0	No	3	FREE FIRE	Regular	Non Paid	4	negative	Bored	Stressed	No	No	No
18	Bachelor Level	Female	3.67	3.17	18	Mobile	23	Yes	6	FIFA	Not regular	Non Paid	2	negative	Bored	Excited to complete level	No	Yes	No
21	Bachelor Level	Male	3.75	5	12	Mobile, PC	1	Yes	3	FIFA	Not regular	Non Paid	5	negative	Excited	Excited to complete level	No	Yes	Yes
28	Master's Level	Male	3.28	4.81	17	PC	0	Yes	6	IGA	Not regular	Paid	3	negative	Bored	Stressed	No	Yes	Yes
18	Bachelor Level	Female	3.72	3.58	21	PC	23	Yes	4	PUBG	Regular	Non Paid	2	negative	Bored	No feeling	No	Yes	No
18	Bachelor Level	Male	3	3.9	21	PC	2	Yes	3	PUBG	Not regular	Non Paid	4	negative	Excited	No feeling	No	Yes	Yes
26	Master's Level	Female	3.96	4.82	17	Mobile	22	Yes	1	FREE FIRE	Regular	Non Paid	4	negative	Excited	No feeling	Yes	No	No
21	Bachelor Level	Male	2.83	5	19	PC	22	No	3	PES	Regular	Paid	3	negative	Bored	Stressed	No	No	No
18	Bachelor Level	Male	2	4	19	Mobile	0	Yes	6	COC	Regular	Non Paid	4	positive	Excited	Stressed	No	No	No
22	Bachelor Level	Male	3.5	3.33	16	Mobile, PC	2	No	0	PUBG	Not regular	Paid	3	negative	Excited	Excited to complete level	Yes	Yes	Yes
25	Bachelor Level	Male	3.17	5	18	Mobile	1	Yes	1	FIFA	Not regular	Non Paid	6	positive	Excited	Stressed	No	No	No
19	Bachelor Level	Female	2	3.75	21	Mobile	22	Yes	5	IGA	Regular	Paid	3	negative	Excited	Stressed	Yes	No	No
22	Bachelor Level	Female	2.79	4.5	19	PC	22	Yes	3	FIFA	Not regular	Paid	4	negative	Bored	Excited to complete level	No	No	Yes
20	Bachelor Level	Female	2.38	4	19	PC	1	No	5	FIFA	Regular	Paid	2	negative	Excited	Stressed	No	No	Yes
26	Master's Level	Male	2	3.23	22	Mobile	22	No	5	CALL OF DUTY	Not regular	Paid	3	positive	Bored	No feeling	No	No	No
18	Bachelor Level	Male	2.12	4.33	19	PC	1	Yes	6	CALL OF DUTY	Not regular	Non Paid	3	negative	Bored	Excited to complete level	Yes	Yes	No
28	Master's Level	Female	3.11	4.36	18	PC	1	Yes	5	PUBG	Not regular	Paid	2	negative	Bored	Excited to complete level	No	No	Yes
20	Bachelor Level	Female	3.2	3.24	21	PC	1	No	5	PUBG	Not regular	Non Paid	1	negative	Bored	Stressed	No	Yes	No
21	Bachelor Level	Male	3.34	4.5	22	PC	1	No	3	CALL OF DUTY	Not regular	Paid	3	negative	Bored	Stressed	Yes	No	Yes
28	Master's Level	Female	2.84	4	21	Mobile	2	No	3	PES	Regular	Paid	3	negative	Excited	No feeling	No	No	Yes
24	Bachelor Level	Female	3	3	21	PC	22	Yes	6	IGA	Not regular	Non Paid	4	negative	Excited	Stressed	Yes	Yes	No
26	Master's Level	Female	3.96	4.82	17	Mobile	22	Yes	1	FREE FIRE	Regular	Non Paid	4	negative	Excited	No feeling	Yes	No	No
23	Bachelor Level	Female	3	3.93	18	PC	2	No	5	COC	Regular	Non Paid	2	positive	Excited	Excited to complete level	Yes	Yes	Yes
24	Bachelor Level	Female	3.5	4	21	Mobile	23	No	6	FREE FIRE	Not regular	Non Paid	4	negative	Bored	No feeling	No	No	Yes
24	Bachelor Level	Female	2.36	3.65	21	Mobile	1	No	2	FREE FIRE	Not regular	Non Paid	2	negative	Excited	Excited to complete level	No	Yes	Yes
27	Master's Level	Female	3.13	5	20	PC	23	Yes	2	PES	Regular	Non Paid	4	negative	Bored	Excited to complete level	No	No	No
21	Bachelor Level	Male	2	3.82	21	PC	0	Yes	4	PES	Not regular	Non Paid	4	positive	Excited	No feeling	No	No	Yes
24	Bachelor Level	Female	2.87	4	21	Mobile	0	Yes	2	PUBG	Regular	Paid	4	negative	Excited	No feeling	Yes	Yes	No
28	Master's Level	Female	3.4	4.55	24	Mobile	22	Yes	2	IGA	Regular	Paid	2	positive	Excited	Stressed	No	No	Yes
23	Bachelor Level	Male	3.02	4.5	18	PC	2	No	2	COC	Regular	Non Paid	4	negative	Excited	No feeling	Yes	No	Yes
25	Bachelor Level	Male	3.33	4.5	23	Mobile	1	Yes	3	PUBG	Not regular	Paid	1	negative	Excited	Excited to complete level	Yes	Yes	Yes
19	Bachelor Level	Male	3.41	4	19	Mobile	22	No	5	FIFA	Regular	Non Paid	3	negative	Bored	Stressed	No	No	No
26	Master's Level	Female	2.5	3	21	Mobile	22	No	3	CALL OF DUTY	Regular	Paid	2	negative	Bored	No feeling	No	No	No
26	Master's Level	Male	2	3.23	22	Mobile	22	No	5	CALL OF DUTY	Not regular	Paid	3	positive	Bored	No feeling	No	No	No
22	Bachelor Level	Male	3.61	4.67	18	Mobile	7	Yes	2	FIFA	Not regular	Non Paid	3	negative	Bored	Excited to complete level	No	No	No
29	Master's Level	Female	3.17	3.69	20	Mobile	0	No	3	FREE FIRE	Regular	Paid	1	negative	Excited	Excited to complete level	No	No	No
18	Bachelor Level	Female	3.67	3.17	18	Mobile	23	Yes	6	FIFA	Not regular	Non Paid	2	negative	Bored	Excited to complete level	No	Yes	No
22	Bachelor Level	Female	3.53	4	19	PC	2	No	6	PES	Not regular	Paid	3	negative	Excited	Excited to complete level	No	Yes	No
20	Bachelor Level	Female	3.37	4	19	Mobile	2	Yes	6	IGA	Regular	Non Paid	4	negative	Bored	No feeling	No	No	Yes
20	Bachelor Level	Male	3	4	18	PC	2	No	4	IGA	Regular	Non Paid	4	negative	Excited	Excited to complete level	Yes	No	No
23	Bachelor Level	Male	3.29	5	19	Mobile	1	No	4	IGA	Not regular	Paid	2	negative	Bored	Excited to complete level	Yes	No	Yes
18	Bachelor Level	Female	2.53	3.03	18	PC	2	No	4	PES	Regular	Paid	2	negative	Bored	No feeling	Yes	No	Yes
26	Master's Level	Female	2.68	4.28	19	Mobile	23	Yes	3	IGA	Not regular	Non Paid	3	negative	Excited	No feeling	Yes	No	Yes
29	Master's Level	Female	3.28	4.79	20	Mobile	22	Yes	3	COC	Regular	Paid	2	positive	Excited	Excited to complete level	Yes	No	Yes
23	Bachelor Level	Male	2.5	2.23	21	PC	1	Yes	2	PES	Regular	Non Paid	3	positive	Bored	Excited to complete level	Yes	Yes	Yes
22	Bachelor Level	Female	4	5	21	PC	0	No	2	PUBG	Not regular	Non Paid	3	positive	Bored	Stressed	Yes	Yes	Yes
18	Bachelor Level	Female	3.21	4	18	Mobile	1	No	5	CALL OF DUTY	Not regular	Non Paid	3	negative	Excited	Excited to complete level	No	No	No
27	Master's Level	Male	3.5	5	20	Mobile	2	Yes	4	IGA	Regular	Paid	4	negative	Excited	Excited to complete level	Yes	Yes	No
27	Master's Level	Female	2.52	4	21	PC	2	No	3	IGA	Regular	Non Paid	2	negative	Bored	Stressed	Yes	No	Yes
21	Bachelor Level	Female	4	5	20	PC	1	Yes	4	IGA	Not regular	Paid	3	negative	Excited	No feeling	No	Yes	Yes
20	Bachelor Level	Female	2	4.02	18	PC	23	No	2	COC	Regular	Non Paid	2	negative	Excited	Stressed	Yes	Yes	No
19	Bachelor Level	Male	3.4	4.36	21	Mobile	22	Yes	1	FREE FIRE	Not regular	Non Paid	4	negative	Excited	Excited to complete level	No	Yes	Yes
18	Bachelor Level	Male	4	4.22	21	Mobile	0	No	3	FREE FIRE	Regular	Non Paid	4	negative	Bored	Stressed	No	No	No
22	Bachelor Level	Female	2	3.75	19	PC	1	No	2	COC	Not regular	Paid	3	negative	Excited	No feeling	Yes	Yes	No
24	Bachelor Level	Female	3.25	4.43	19	Mobile	23	Yes	4	CALL OF DUTY	Regular	Non Paid	4	negative	Bored	No feeling	Yes	No	No
21	Bachelor Level	Female	3.84	4	18	PC	0	No	6	FREE FIRE	Regular	Non Paid	4	negative	Excited	Excited to complete level	Yes	Yes	No
23	Bachelor Level	Female	2	4	19	Mobile	2	No	4	CALL OF DUTY	Not regular	Non Paid	3	negative	Excited	No feeling	No	Yes	Yes
23	Bachelor Level	Male	3.93	5	14	Mobile	3	Yes	5	PUBG	Not regular	Non Paid	7	neutral	Excited	Excited to complete level	No	Yes	Yes
22	Bachelor Level	Female	3.53	4.73	19	PC	2	No	6	PES	Not regular	Paid	3	negative	Excited	Excited to complete level	No	Yes	No
25	Master's Level	Male	4	2.96	24	Mobile	2	Yes	6	COC	Regular	Paid	2	negative	Excited	Stressed	Yes	No	Yes
21	Bachelor Level	Male	3.05	4	20	PC	1	No	2	IGA	Regular	Paid	2	negative	Excited	Stressed	Yes	Yes	Yes
28	Master's Level	Female	3.03	4	24	Mobile	1	No	4	CALL OF DUTY	Not regular	Non Paid	4	negative	Bored	Stressed	Yes	No	Yes
19	Bachelor Level	Male	3	3.61	19	PC	0	No	3	FREE FIRE	Regular	Paid	4	positive	Bored	Stressed	Yes	No	Yes
27	Master's Level	Male	4	5	20	PC	0	No	2	FREE FIRE	Not regular	Paid	4	positive	Bored	Excited to complete level	Yes	No	No
20	Bachelor Level	Female	3	3.59	20	Mobile	23	No	2	IGA	Not regular	Non Paid	3	negative	Bored	Excited to complete level	Yes	Yes	Yes

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UniGame Dataset

This dataset explores the relationship between gaming habits and academic performance among students. It includes various attributes such as age, educational level, CGPA, gaming habits, and other related factors.

Dataset Details

Dataset Description

This dataset aims to investigate how gaming affects the academic performance of students. It includes information on the respondents' demographics, gaming habits, and academic results.

Curated by: Hossain et. al
Language(s): English
License: MIT

Uses

Direct Use

This dataset can be used for various purposes, including but not limited to:

Analyzing the impact of gaming on academic performance.
Studying the correlation between gaming habits and lifestyle factors.
Developing machine learning models to predict academic performance based on gaming habits and other related factors.

Out-of-Scope Use

This dataset should not be used for malicious purposes or any application that the dataset is not suitable for.

Dataset Structure

Files

The dataset consists of two files:

train.csv: The training set.
test.csv: The testing set.

Columns

The dataset contains the following columns:

What is your age?: The age of the respondent.
Current educational position?: The educational level of the respondent.
Gender?: The gender of the respondent.
Your current CGPA?: The current CGPA of the respondent.
Your Higher Secondary School(H. SC) or A level or equivalent result?: The higher secondary school result of the respondent.
At what age you had started playing games?: The age at which the respondent started playing games.
Do you play games on mobile or pc?: The platform on which the respondent plays games.
When you go to sleep?: The time the respondent goes to sleep.
Do you attend your morning class regularly?: Whether the respondent attends morning classes regularly.
The average time you spend playing games?: The average time the respondent spends playing games.
Do you play paid or non-paid games?: Whether the respondent plays paid or non-paid games.
How many time you spend with family and friend?: The time the respondent spends with family and friends.
How you fill when you can not play game in whole day?: The respondent's feeling when they cannot play games for a whole day.
How you fill to complete game level?: The respondent's feeling when they complete a game level.
If you didn't finish games last level what is your feeling?: The respondent's feeling if they didn't finish the last level of a game.
Do you fill Fatigue?: Whether the respondent feels fatigue.
Do you play games for stress relief?: Whether the respondent plays games for stress relief.
Are you wearing glasses?: Whether the respondent wears glasses.

Dataset Creation

Curation Rationale

The dataset was created to understand the impact of gaming on students' academic performance and lifestyle. It aims to provide insights that can help educators and policymakers make informed decisions.

Source Data

Data Collection and Processing

The data was collected through a structured questionnaire filled out by students. The responses were then processed to ensure consistency and accuracy.

Who are the source data producers?

The source data was produced by students who participated in the survey. Their responses were anonymized to protect their privacy.

Annotations

Annotation process

No additional annotations were made to the dataset beyond the initial data collection.

Who are the annotators?

The respondents themselves provided the data.

Personal and Sensitive Information

The dataset contains information that might be considered personal, such as age, gender, and academic results. All data was anonymized to ensure the privacy of the respondents.

Bias, Risks, and Limitations

Users should be aware of potential biases in the dataset, as it may not represent all student populations equally. The dataset should be used with caution, considering its limitations.

Recommendations

Users should consider the biases, risks, and limitations of the dataset. It is recommended to use the dataset in conjunction with other data sources to ensure robust analysis.

Usage

To load and use this dataset, you can use the following code snippets in Python:

Loading the dataset with Hugging Face Datasets library

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("ismail31415/uniGame")

# Access the training and testing sets
train_df = dataset['train']
test_df = dataset['test']

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Size of downloaded dataset files:

116 kB

Size of the auto-converted Parquet files:

35.9 kB

Number of rows:

989