Baselight
Sign In

Young People Survey

Explore the preferences, interests, habits, opinions, and fears of young people

@kaggle.miroslavsabo_young_people_survey

Loading...
Loading...

About this Dataset

Young People Survey

Introduction

In 2013, students of the Statistics class at FSEV
UK were asked to invite their friends to
participate in this survey.

  • The data file (responses.csv) consists of 1010 rows and 150 columns (139
    integer and 11 categorical).
  • For convenience, the original variable names were shortened in the
    data file. See the columns.csv file if you want to match the data with the original names.
  • The data contain missing values.
  • The survey was presented to participants in both electronic and written form.
  • The original questionnaire was in Slovak language and was later translated
    into English.
  • All participants were of Slovakian nationality, aged between 15-30.

The variables can be split into the following groups:

  • Music preferences (19 items)
  • Movie preferences (12 items)
  • Hobbies & interests (32 items)
  • Phobias (10 items)
  • Health habits (3 items)
  • Personality traits, views on life, & opinions (57 items)
  • Spending habits (7 items)
  • Demographics (10 items)

Research questions

Many different techniques can be used to answer many questions, e.g.

  • Clustering: Given the music preferences, do people make up
    any clusters of similar behavior?
  • Hypothesis testing: Do women fear certain phenomena
    significantly more than men? Do the left handed people have different
    interests than right handed?
  • Predictive modeling: Can we predict spending habits of a person
    from his/her interests and movie or music preferences?
  • Dimension reduction: Can we describe a large number of human
    interests by a smaller number of latent concepts?
  • Correlation analysis: Are there any connections between music and
    movie preferences?
  • Visualization: How to effectively visualize a lot of variables
    in order to gain some meaningful insights from the data?
  • (Multivariate) Outlier detection: Small number of participants often cheats and randomly answers the questions. Can you identify them? Hint: Local outlier factor may help.
  • Missing values analysis: Are there any patterns in missing responses? What is the optimal way of imputing the values in surveys?
  • Recommendations: If some of user's interests are known, can we predict the other? Or, if we know what a person listen, can we predict which kind of movies he/she might like?

Past research

  • (in slovak) Sleziak, P. - Sabo, M.: Gender differences in the prevalence of specific phobias. Forum Statisticum Slovacum. 2014, Vol. 10, No. 6. [Differences (gender + whether people lived in village/town) in the prevalence of phobias.]

  • Sabo, Miroslav. Multivariate Statistical Methods with Applications. Diss. Slovak University of Technology in Bratislava, 2014. [Clustering of variables (music preferences, movie preferences, phobias) + Clustering of people w.r.t. their interests.]

Questionnaire

MUSIC PREFERENCES

  1. I enjoy listening to music.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  2. I prefer.: Slow paced music 1-2-3-4-5 Fast paced music (integer)
  3. Dance, Disco, Funk: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  4. Folk music: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  5. Country: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  6. Classical: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  7. Musicals: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  8. Pop: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  9. Rock: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  10. Metal, Hard rock: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  11. Punk: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  12. Hip hop, Rap: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  13. Reggae, Ska: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  14. Swing, Jazz: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  15. Rock n Roll: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  16. Alternative music: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  17. Latin: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  18. Techno, Trance: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  19. Opera: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)

MOVIE PREFERENCES

  1. I really enjoy watching movies.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  2. Horror movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  3. Thriller movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  4. Comedies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  5. Romantic movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  6. Sci-fi movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  7. War movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  8. Tales: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  9. Cartoons: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  10. Documentaries: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  11. Western movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)
  12. Action movies: Don't enjoy at all 1-2-3-4-5 Enjoy very much (integer)

HOBBIES & INTERESTS

  1. History: Not interested 1-2-3-4-5 Very interested (integer)
  2. Psychology: Not interested 1-2-3-4-5 Very interested (integer)
  3. Politics: Not interested 1-2-3-4-5 Very interested (integer)
  4. Mathematics: Not interested 1-2-3-4-5 Very interested (integer)
  5. Physics: Not interested 1-2-3-4-5 Very interested (integer)
  6. Internet: Not interested 1-2-3-4-5 Very interested (integer)
  7. PC Software, Hardware: Not interested 1-2-3-4-5 Very interested (integer)
  8. Economy, Management: Not interested 1-2-3-4-5 Very interested (integer)
  9. Biology: Not interested 1-2-3-4-5 Very interested (integer)
  10. Chemistry: Not interested 1-2-3-4-5 Very interested (integer)
  11. Poetry reading: Not interested 1-2-3-4-5 Very interested (integer)
  12. Geography: Not interested 1-2-3-4-5 Very interested (integer)
  13. Foreign languages: Not interested 1-2-3-4-5 Very interested (integer)
  14. Medicine: Not interested 1-2-3-4-5 Very interested (integer)
  15. Law: Not interested 1-2-3-4-5 Very interested (integer)
  16. Cars: Not interested 1-2-3-4-5 Very interested (integer)
  17. Art: Not interested 1-2-3-4-5 Very interested (integer)
  18. Religion: Not interested 1-2-3-4-5 Very interested (integer)
  19. Outdoor activities: Not interested 1-2-3-4-5 Very interested (integer)
  20. Dancing: Not interested 1-2-3-4-5 Very interested (integer)
  21. Playing musical instruments: Not interested 1-2-3-4-5 Very interested (integer)
  22. Poetry writing: Not interested 1-2-3-4-5 Very interested (integer)
  23. Sport and leisure activities: Not interested 1-2-3-4-5 Very interested (integer)
  24. Sport at competitive level: Not interested 1-2-3-4-5 Very interested (integer)
  25. Gardening: Not interested 1-2-3-4-5 Very interested (integer)
  26. Celebrity lifestyle: Not interested 1-2-3-4-5 Very interested (integer)
  27. Shopping: Not interested 1-2-3-4-5 Very interested (integer)
  28. Science and technology: Not interested 1-2-3-4-5 Very interested (integer)
  29. Theatre: Not interested 1-2-3-4-5 Very interested (integer)
  30. Socializing: Not interested 1-2-3-4-5 Very interested (integer)
  31. Adrenaline sports: Not interested 1-2-3-4-5 Very interested (integer)
  32. Pets: Not interested 1-2-3-4-5 Very interested (integer)

PHOBIAS

  1. Flying: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  2. Thunder, lightning: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  3. Darkness: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  4. Heights: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  5. Spiders: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  6. Snakes: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  7. Rats, mice: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  8. Ageing: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  9. Dangerous dogs: Not afraid at all 1-2-3-4-5 Very afraid of (integer)
  10. Public speaking: Not afraid at all 1-2-3-4-5 Very afraid of (integer)

HEALTH HABITS

  1. Smoking habits: Never smoked - Tried smoking - Former smoker - Current smoker (categorical)
  2. Drinking: Never - Social drinker - Drink a lot (categorical)
  3. I live a very healthy lifestyle.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)

PERSONALITY TRAITS, VIEWS ON LIFE & OPINIONS

  1. I take notice of what goes on around me.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  2. I try to do tasks as soon as possible and not leave them until last minute.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  3. I always make a list so I don't forget anything.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  4. I often study or work even in my spare time.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  5. I look at things from all different angles before I go ahead.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  6. I believe that bad people will suffer one day and good people will be rewarded.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  7. I am reliable at work and always complete all tasks given to me.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  8. I always keep my promises.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  9. I can fall for someone very quickly and then completely lose interest.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  10. I would rather have lots of friends than lots of money.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  11. I always try to be the funniest one.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  12. I can be two faced sometimes.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  13. I damaged things in the past when angry.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  14. I take my time to make decisions.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  15. I always try to vote in elections.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  16. I often think about and regret the decisions I make.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  17. I can tell if people listen to me or not when I talk to them.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  18. I am a hypochondriac.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  19. I am emphatetic person.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  20. I eat because I have to. I don't enjoy food and eat as fast as I can.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  21. I try to give as much as I can to other people at Christmas.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  22. I don't like seeing animals suffering.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  23. I look after things I have borrowed from others.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  24. I feel lonely in life.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  25. I used to cheat at school.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  26. I worry about my health.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  27. I wish I could change the past because of the things I have done.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  28. I believe in God.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  29. I always have good dreams.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  30. I always give to charity.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  31. I have lots of friends.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  32. Timekeeping.: I am often early. - I am always on time. - I am often running late. (categorical)
  33. Do you lie to others?: Never. - Only to avoid hurting someone. - Sometimes. - Everytime it suits me. (categorical)
  34. I am very patient.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  35. I can quickly adapt to a new environment.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  36. My moods change quickly.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  37. I am well mannered and I look after my appearance.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  38. I enjoy meeting new people.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  39. I always let other people know about my achievements.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  40. I think carefully before answering any important letters.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  41. I enjoy childrens' company.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  42. I am not afraid to give my opinion if I feel strongly about something.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  43. I can get angry very easily.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  44. I always make sure I connect with the right people.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  45. I have to be well prepared before public speaking.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  46. I will find a fault in myself if people don't like me.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  47. I cry when I feel down or things don't go the right way.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  48. I am 100% happy with my life.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  49. I am always full of life and energy.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  50. I prefer big dangerous dogs to smaller, calmer dogs.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  51. I believe all my personality traits are positive.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  52. If I find something the doesn't belong to me I will hand it in.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  53. I find it very difficult to get up in the morning.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  54. I have many different hobbies and interests.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  55. I always listen to my parents' advice.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  56. I enjoy taking part in surveys.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  57. How much time do you spend online?: No time at all - Less than an hour a day - Few hours a day - Most of the day (categorical)

SPENDING HABITS

  1. I save all the money I can.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  2. I enjoy going to large shopping centres.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  3. I prefer branded clothing to non branded.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  4. I spend a lot of money on partying and socializing.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  5. I spend a lot of money on my appearance.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  6. I spend a lot of money on gadgets.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)
  7. I will hapilly pay more money for good, quality or healthy food.: Strongly disagree 1-2-3-4-5 Strongly agree (integer)

DEMOGRAPHICS

  1. Age: (integer)
  2. Height: (integer)
  3. Weight: (integer)
  4. How many siblings do you have?: (integer)
  5. Gender: Female - Male (categorical)
  6. I am: Left handed - Right handed (categorical)
  7. Highest education achieved: Currently a Primary school pupil - Primary school - Secondary school - College/Bachelor degree (categorical)
  8. I am the only child: No - Yes (categorical)
  9. I spent most of my childhood in a: City - village (categorical)
  10. I lived most of my childhood in a: house/bungalow - block of flats (categorical)

Tables

Columns

@kaggle.miroslavsabo_young_people_survey.columns
  • 7.25 KB
  • 150 rows
  • 2 columns
Loading... 

CREATE TABLE columns (
  "original" VARCHAR,
  "short" VARCHAR
);

Responses

@kaggle.miroslavsabo_young_people_survey.responses
  • 164.48 KB
  • 1010 rows
  • 150 columns
Loading... 

CREATE TABLE responses (
  "music" DOUBLE,
  "slow_songs_or_fast_songs" DOUBLE,
  "dance" DOUBLE,
  "folk" DOUBLE,
  "country" DOUBLE,
  "classical_music" DOUBLE,
  "musical" DOUBLE,
  "pop" DOUBLE,
  "rock" DOUBLE,
  "metal_or_hardrock" DOUBLE,
  "punk" DOUBLE,
  "hiphop_rap" DOUBLE,
  "reggae_ska" DOUBLE,
  "swing_jazz" DOUBLE,
  "rock_n_roll" DOUBLE,
  "alternative" DOUBLE,
  "latino" DOUBLE,
  "techno_trance" DOUBLE,
  "opera" DOUBLE,
  "movies" DOUBLE,
  "horror" DOUBLE,
  "thriller" DOUBLE,
  "comedy" DOUBLE,
  "romantic" DOUBLE,
  "sci_fi" DOUBLE,
  "war" DOUBLE,
  "fantasy_fairy_tales" DOUBLE,
  "animated" DOUBLE,
  "documentary" DOUBLE,
  "western" DOUBLE,
  "action" DOUBLE,
  "history" DOUBLE,
  "psychology" DOUBLE,
  "politics" DOUBLE,
  "mathematics" DOUBLE,
  "physics" DOUBLE,
  "internet" DOUBLE,
  "pc" DOUBLE,
  "economy_management" DOUBLE,
  "biology" DOUBLE,
  "chemistry" DOUBLE,
  "reading" DOUBLE,
  "geography" DOUBLE,
  "foreign_languages" DOUBLE,
  "medicine" DOUBLE,
  "law" DOUBLE,
  "cars" DOUBLE,
  "art_exhibitions" DOUBLE,
  "religion" DOUBLE,
  "countryside_outdoors" DOUBLE,
  "dancing" DOUBLE,
  "musical_instruments" DOUBLE,
  "writing" DOUBLE,
  "passive_sport" DOUBLE,
  "active_sport" DOUBLE,
  "gardening" DOUBLE,
  "celebrities" DOUBLE,
  "shopping" DOUBLE,
  "science_and_technology" DOUBLE,
  "theatre" DOUBLE,
  "fun_with_friends" DOUBLE,
  "adrenaline_sports" DOUBLE,
  "pets" DOUBLE,
  "flying" DOUBLE,
  "storm" DOUBLE,
  "darkness" DOUBLE,
  "heights" DOUBLE,
  "spiders" DOUBLE,
  "snakes" BIGINT,
  "rats" DOUBLE,
  "ageing" DOUBLE,
  "dangerous_dogs" DOUBLE,
  "fear_of_public_speaking" DOUBLE,
  "smoking" VARCHAR,
  "alcohol" VARCHAR,
  "healthy_eating" DOUBLE,
  "daily_events" DOUBLE,
  "prioritising_workload" DOUBLE,
  "writing_notes" DOUBLE,
  "workaholism" DOUBLE,
  "thinking_ahead" DOUBLE,
  "final_judgement" DOUBLE,
  "reliability" DOUBLE,
  "keeping_promises" DOUBLE,
  "loss_of_interest" DOUBLE,
  "friends_versus_money" DOUBLE,
  "funniness" DOUBLE,
  "fake" DOUBLE,
  "criminal_damage" DOUBLE,
  "decision_making" DOUBLE,
  "elections" DOUBLE,
  "self_criticism" DOUBLE,
  "judgment_calls" DOUBLE,
  "hypochondria" DOUBLE,
  "empathy" DOUBLE,
  "eating_to_survive" BIGINT,
  "giving" DOUBLE,
  "compassion_to_animals" DOUBLE,
  "borrowed_stuff" DOUBLE,
  "loneliness" DOUBLE
);

Share link

Anyone who has the link will be able to view this.