Skincare Survey Among Malaysian (2022)

What Malaysian thought about skincare and AI skin scanner?

@kaggle.mhazlimi_skincare_survey_among_malaysian_2021_2022

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1 table(260.01 KB)

Skincaresurveydata 10k

@kaggle.mhazlimi_skincare_survey_among_malaysian_2021_2022.skincaresurveydata_10k

260.01 KB
10000 rows
31 columns

timestamp Timestamp	gender Gender	age Age	race Race	occupation Occupation	do_you_agree_that_skincare_is_important Do You Agree That Skincare Is Important ?	have_you_ever_used_any_skin_care_products Have You Ever Used Any Skin Care Products?	which_if_any_of_the_following_statements_applies_to_you Which, If Any, Of The Following Statements Applies To You?	which_of_the_following_types_of_ingredients_would_make_29e810a7 Which Of The Following Types Of Ingredients Would Make You More Likely To Buy A Skin Care Product?	how_do_did_you_choose_your_products How Do/did You Choose Your Products?	do_you_use_samples_before_buying_skincare_products Do You Use Samples Before Buying Skincare Products?	how_often_do_you_buy_skincare_products How Often Do You Buy Skincare Products?	how_willing_are_you_to_try_different_skin_care_products How Willing Are You To Try Different Skin Care Products?	where_do_you_purchase_your_skin_care_products Where Do You Purchase Your Skin Care Products?	on_average_how_much_do_you_spend_on_skincare_products__dad13546 On Average, How Much Do You Spend On Skincare Products Each Month?	i_wasting_to_much_time_to_find_out_skincare_and_routin_8e8cf07a I Wasting To Much Time To Find Out Skincare And Routine That Suits My Skin.	i_being_doubtful_about_the_information_shared_by_influ_2c95f83b I Being Doubtful About The Information Shared By Influencers And Brand Promoted Content.	i_feel_difficult_to_understand_the_list_of_ingredients_6f0fb767 I Feel Difficult To Understand The List Of Ingredients On The Products.	i_bought_expensive_product_but_doesn_t_see_any_improve_409e236b I Bought Expensive Product But Doesn\u0027t See Any Improvement On My Skin.	i_unaware_of_which_ingredients_is_the_best_or_to_avoid_82746caa I Unaware Of Which Ingredients Is The Best Or To Avoid According My Skin Type.	i_experienced_allergies_after_use_a_new_skincare_produ_3d2d22f6 I Experienced Allergies After Use A New Skincare Products ( Eg : Rashness, Acne, Purging Etc)	i_want_to_reduce_time_to_find_which_routine_products_s_39d933ef I Want To Reduce Time To Find Which Routine / Products Suits With My Skin.	i_want_have_solutions_from_expert_in_effortless_and_cheap_way I Want Have Solutions From Expert In Effortless And Cheap Way.	i_want_to_have_my_personalized_skincare_routine_that_s_71be02a0 I Want To Have My Personalized Skincare Routine That Suitable With My Current Products.	i_want_to_gain_knowledge_of_skincare_regime_in_easy_an_fb343eca I Want To Gain Knowledge Of Skincare Regime In Easy And Understandable Way.	i_want_to_adapt_a_healthy_lifestyle_for_a_glowing_and__d709c195 I Want To Adapt A Healthy Lifestyle For A Glowing And Healthy Skin.	do_you_think_that_technology_can_improve_your_skincare_routine Do You Think That Technology Can Improve Your Skincare Routine?	do_you_have_heard_about_ai_artificial_intelligent Do You Have Heard About AI (Artificial Intelligent)?	after_you_know_about_ai_do_you_want_to_have_a_skin_sca_570c1589 After You Know About AI, Do You Want To Have A Skin Scanning App That Can Customize Skincare Regime?	do_you_feel_excited_to_use_this_skincare_application Do You Feel Excited To Use This Skincare Application?	do_share_your_skincare_goals_and_motivation_with_us Do Share Your Skincare Goals And Motivation With Us!
Sun Apr 03 2022 14:26:00 GMT+0000 (Coordinated Universal Time)	Female	27	African	Architect	Yes	Yes	I have pigmentation;I have a combination skin with dry and oily places;I have an uneven skin tone;I have wrinkles	Noncomedogenic ingredients (ingredients that do not block pores);Alcohol-free ingredients	Brand;Pricing;Product's ingredients	Yes	Often	4	Mall / Department Store;Online	Less than RM 20	5	5	5	5	1	5	5	5	2	1	3	No	No	Yes	3	To achieve a more luminous and radiant complexion
Wed Mar 23 2022 07:19:00 GMT+0000 (Coordinated Universal Time)	Female	15-20	Indian	Consultant	5	Yes	I have sensitive skin;I have pigmentation;I struggle with acne and breakout;I have an uneven skin tone	Natural ingredients;Alcohol-free ingredients;Oil-free ingredients;Fragrance-free ingredients	Friend/Relative recommendation;Brand;Product's ingredients	No	No	1	Internet / online;Mall / Department Store;Pharmacy;Specialized beauty shops	< RM 50	2	4	1	1	1	5	4	2	4	5	4	No	Yes	No	1	Simple routine, high quality, cheap & less time use
Sat Nov 19 2022 04:01:00 GMT+0000 (Coordinated Universal Time)	Female	34	Korean	Manager	5	Yes	I have pigmentation;I have dry and dull skin;I have brown spots from sun damages;I have wrinkles	Natural ingredients;Noncomedogenic ingredients (ingredients that do not block pores);Alcohol-free ingredients;Petroleum-free ingredients	Friend/Relative recommendation;Dermatologist's advice	No	Sometimes	3	Internet / online;Shoppee Official Store	RM 20 - RM 50	1	5	3	1	1	4	5	1	4	4	5	Yes	Yes	No	1	To maintain clear skin and prevent future breakouts
Wed Nov 09 2022 07:23:00 GMT+0000 (Coordinated Universal Time)	Male	29	Korean	Software Engineer	4	No	I have pigmentation;I struggle with acne and breakout;I suffer from redness and sensitivity;I have a combination skin with dry and oily places	Natural ingredients;Dye-free ingredients	Brand;Pricing	Yes	Rarely	3	Mall/Department Store	RM 50 - RM 100	3	4	2	2	3	1	5	3	3	4	4	No	Yes	No	5	To enhance the effectiveness of my skincare routine
Sun Jun 26 2022 18:07:00 GMT+0000 (Coordinated Universal Time)	Female	35-40	Bumiputra Sabah (Bajau)	Teacher	Yes	No	I have oily skin;I struggle with acne and breakout;I have dry and dull skin;I have a combination skin with dry and oily places	Natural ingredients;Noncomedogenic ingredients (ingredients that do not block pores);Alcohol-free ingredients	Dermatologist's advice;Product's ingredients	No	Never	1	Pharmacy	RM 50 - RM 100	5	3	4	5	4	4	1	2	1	1	2	No	No	No	4	To address specific concerns like dark circles and puffiness
Fri Jun 17 2022 09:19:00 GMT+0000 (Coordinated Universal Time)	Male	31	korean	Manager	5	No	I struggle with acne and breakout;I have dry and dull skin;I have an uneven skin tone;I have wrinkles	Alcohol-free ingredients	Dermatologist's advice;Product's ingredients;Advertising and marketing ( Tiktok, Facebook, Twitter etc)	No	Rarely	5	Internet / online;Specialized beauty shops	Less than RM 50	5	5	1	3	5	1	4	1	2	2	1	No	No	Yes	1	To achieve a more even skin tone and reduce pigmentation
Thu Sep 01 2022 20:34:00 GMT+0000 (Coordinated Universal Time)	Male	23	Arab	Student	4	No	I have redness and sensitivity;I have a combination skin with dry and oily places;I have brown spots from sun damages	Natural ingredients; Alcohol-free ingredients; Noncomedogenic ingredients (ingredients that do not block pores)	Friend/Relative recommendation;Brand;Pricing;Product's ingredients	Yes	Never	1	Specialized beauty shops	Less than RM 50	5	1	3	1	3	3	4	4	1	2	3	No	Yes	Yes	1	to have a clear skin and free from acne scars
Wed Jun 08 2022 03:50:00 GMT+0000 (Coordinated Universal Time)	Female	33	Bumiputra Sabah (bajau)	Doctor	3	No	I have oily skin;I struggle with acne and breakout;I have dry and dull skin;I have a combination skin with dry and oily places;I have an uneven skin tone;I have brown spots from sun damages	I have brown spots from sun damages	Pricing;Product's ingredients	Yes	Rarely	5	Internet / online;Pharmacy;Specialized beauty shops	RM 20 - RM 50	1	3	5	1	2	2	1	4	2	3	1	Yes	Yes	No	5	To experiment with holistic skincare rituals from different cultures
Thu Aug 18 2022 05:18:00 GMT+0000 (Coordinated Universal Time)	Female	25-30	Arabian	Engineer	5	Yes	I have oily skin;I struggle with acne and breakout;I have brown spots from sun damages	Noncomedogenic ingredients (ingredients that do not block pores);Alcohol-free ingredients	Brand;Pricing;Advertising and marketing ( Tiktok, Facebook, Twitter etc)	Yes	Never	4	Internet / online;Mall / Department Store;Pharmacy	> RM 150	2	1	5	3	5	1	1	4	4	1	2	Yes	No	Yes	3	To enhance the effectiveness of my skincare routine
Sat Oct 22 2022 21:57:00 GMT+0000 (Coordinated Universal Time)	Female	20	JAVANESSE	Retired	4	Yes	I struggle with acne and breakout;I have an uneven skin tone;I have sensitive skin;I have pigmentation	Natural ingredients; Alcohol-free ingredients; Oil-free ingredients; Noncomedogenic ingredients (ingredients that do not block pores)	Friend/Relative recommendation;Pricing;Advertising and marketing ( Tiktok, Facebook, Twitter etc)	No	Very often	1	Internet / online;Specialized beauty shops	Less than RM 50	4	5	2	1	1	4	3	4	5	4	5	Yes	Yes	No	4	To embrace my natural beauty and prioritize self-confidence


CREATE TABLE skincaresurveydata_10k (
  "timestamp" TIMESTAMP,
  "gender" VARCHAR,
  "age" VARCHAR,
  "race" VARCHAR,
  "occupation" VARCHAR,
  "do_you_agree_that_skincare_is_important" VARCHAR,
  "have_you_ever_used_any_skin_care_products" VARCHAR,
  "which_if_any_of_the_following_statements_applies_to_you" VARCHAR,
  "which_of_the_following_types_of_ingredients_would_make_29e810a7" VARCHAR,
  "how_do_did_you_choose_your_products" VARCHAR,
  "do_you_use_samples_before_buying_skincare_products" VARCHAR,
  "how_often_do_you_buy_skincare_products" VARCHAR,
  "how_willing_are_you_to_try_different_skin_care_products" BIGINT,
  "where_do_you_purchase_your_skin_care_products" VARCHAR,
  "on_average_how_much_do_you_spend_on_skincare_products__dad13546" VARCHAR,
  "i_wasting_to_much_time_to_find_out_skincare_and_routin_8e8cf07a" BIGINT,
  "i_being_doubtful_about_the_information_shared_by_influ_2c95f83b" BIGINT,
  "i_feel_difficult_to_understand_the_list_of_ingredients_6f0fb767" BIGINT,
  "i_bought_expensive_product_but_doesn_t_see_any_improve_409e236b" BIGINT,
  "i_unaware_of_which_ingredients_is_the_best_or_to_avoid_82746caa" BIGINT,
  "i_experienced_allergies_after_use_a_new_skincare_produ_3d2d22f6" BIGINT,
  "i_want_to_reduce_time_to_find_which_routine_products_s_39d933ef" BIGINT,
  "i_want_have_solutions_from_expert_in_effortless_and_cheap_way" BIGINT,
  "i_want_to_have_my_personalized_skincare_routine_that_s_71be02a0" BIGINT,
  "i_want_to_gain_knowledge_of_skincare_regime_in_easy_an_fb343eca" BIGINT,
  "i_want_to_adapt_a_healthy_lifestyle_for_a_glowing_and__d709c195" BIGINT,
  "do_you_think_that_technology_can_improve_your_skincare_routine" VARCHAR,
  "do_you_have_heard_about_ai_artificial_intelligent" VARCHAR,
  "after_you_know_about_ai_do_you_want_to_have_a_skin_sca_570c1589" VARCHAR,
  "do_you_feel_excited_to_use_this_skincare_application" BIGINT,
  "do_share_your_skincare_goals_and_motivation_with_us" VARCHAR
);