Name: Social Media And Mental Health
Creator: Kaggle
License: http://opendatacommons.org/licenses/odbl/1.0/

About this Dataset

Social Media And Mental Health

This dataset was originally collected for a data science and machine learning project that aimed at investigating the potential correlation between the amount of time an individual spends on social media and the impact it has on their mental health.

The project involves conducting a survey to collect data, organizing the data, and using machine learning techniques to create a predictive model that can determine whether a person should seek professional help based on their answers to the survey questions.

This project was completed as part of a Statistics course at a university, and the team is currently in the process of writing a report and completing a paper that summarizes and discusses the findings in relation to other research on the topic.

The following is the Google Colab link to the project, done on Jupyter Notebook -

https://colab.research.google.com/drive/1p7P6lL1QUw1TtyUD1odNR4M6TVJK7IYN

The following is the GitHub Repository of the project -

https://github.com/daerkns/social-media-and-mental-health

Libraries used for the Project -

Pandas
Numpy
Matplotlib
Seaborn
Sci-kit Learn

Tables

Smmh

@kaggle.souvikahmed071_social_media_and_mental_health.smmh

32.36 kB
481 rows
21 columns

CREATE TABLE smmh (
  "timestamp" TIMESTAMP,
  "n_1_what_is_your_age" DOUBLE  -- 1. What Is Your Age?,
  "n_2_gender" VARCHAR  -- 2. Gender,
  "n_3_relationship_status" VARCHAR  -- 3. Relationship Status,
  "n_4_occupation_status" VARCHAR  -- 4. Occupation Status,
  "n_5_what_type_of_organizations_are_you_affiliated_with" VARCHAR  -- 5. What Type Of Organizations Are You Affiliated With?,
  "n_6_do_you_use_social_media" VARCHAR  -- 6. Do You Use Social Media?,
  "n_7_what_social_media_platforms_do_you_commonly_use" VARCHAR  -- 7. What Social Media Platforms Do You Commonly Use?,
  "n_8_what_is_the_average_time_you_spend_on_social_media_5aab4d36" VARCHAR  -- 8. What Is The Average Time You Spend On Social Media Every Day?,
  "n_9_how_often_do_you_find_yourself_using_social_media__8ee5e1ae" BIGINT  -- 9. How Often Do You Find Yourself Using Social Media Without A Specific Purpose?,
  "n_10_how_often_do_you_get_distracted_by_social_media_w_c8413271" BIGINT  -- 10. How Often Do You Get Distracted By Social Media When You Are Busy Doing Something?,
  "n_11_do_you_feel_restless_if_you_haven_t_used_social_m_439af8ae" BIGINT  -- 11. Do You Feel Restless If You Haven\u0027t Used Social Media In A While?,
  "n_12_on_a_scale_of_1_to_5_how_easily_distracted_are_you" BIGINT  -- 12. On A Scale Of 1 To 5, How Easily Distracted Are You?,
  "n_13_on_a_scale_of_1_to_5_how_much_are_you_bothered_by_worries" BIGINT  -- 13. On A Scale Of 1 To 5, How Much Are You Bothered By Worries?,
  "n_14_do_you_find_it_difficult_to_concentrate_on_things" BIGINT  -- 14. Do You Find It Difficult To Concentrate On Things?,
  "n_15_on_a_scale_of_1_5_how_often_do_you_compare_yourse_7d3273a2" BIGINT  -- 15. On A Scale Of 1-5, How Often Do You Compare Yourself To Other Successful People Through The Use Of Social Media?,
  "n_16_following_the_previous_question_how_do_you_feel_a_317b923c" BIGINT  -- 16. Following The Previous Question, How Do You Feel About These Comparisons, Generally Speaking?,
  "n_17_how_often_do_you_look_to_seek_validation_from_fea_08c714e6" BIGINT  -- 17. How Often Do You Look To Seek Validation From Features Of Social Media?,
  "n_18_how_often_do_you_feel_depressed_or_down" BIGINT  -- 18. How Often Do You Feel Depressed Or Down?,
  "n_19_on_a_scale_of_1_to_5_how_frequently_does_your_int_1a5675a6" BIGINT  -- 19. On A Scale Of 1 To 5, How Frequently Does Your Interest In Daily Activities Fluctuate?,
  "n_20_on_a_scale_of_1_to_5_how_often_do_you_face_issues_b0a6049e" BIGINT  -- 20. On A Scale Of 1 To 5, How Often Do You Face Issues Regarding Sleep?
);