Mental Health In Drug Users During COVID-19
Exploring Personality and Risk Profiles
@kaggle.thedevastator_mental_health_in_drug_users_during_covid_19
Exploring Personality and Risk Profiles
@kaggle.thedevastator_mental_health_in_drug_users_during_covid_19
By [source]
This anonymous online survey dataset explores the mental health outcomes of psychedelic and non-psychedelic drug users during the COVID-19 pandemic. Using psychometric scales to assess personality traits, anxiety, negative and positive affect, well-being and resilience, principal component analysis was applied to ascertain drug use reports from the sample population. Risk profiles including risk taking/avoidance behaviours, risk perception and risk tolerance are analysed to gain a deeper insight into potential correlations with mental health outcomes. Investigating these factors reveals information on how different psychosocial factors may impact on an individualβs wellbeing in times of uncertainty as experienced in this global pandemic
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This dataset contains survey responses from psychedelic and non-psychedelic drug users during the COVID-19 pandemic, exploring their mental health outcomes and personality traits. It is intended for researchers to use for studying correlations between drug use and risk profile factors with mental health outcomes in order to better understand the effects of different substances on individualsβ psychological wellbeing during this unprecedented global event.
To help you get started working with this dataset, we have provided a description of the data columns below.
0_1: Age (Numeric)
0_2: Gender (Categorical)
0_3: Education Level (Categorical)
0_4: Employment Status (Categorical)
**0_5: Country of Residence (Categorical)
**0_6: Number of Psychedelic Drug Experiences (Numeric)
**0_7 :Number of Non-psychedelic Drug Experiences(Numeric) [This field is blank if zero]** 0_8 :Personality Traits(Numeric)[ This field is blank if zero]
** 0_9 :Anxiety( Numeric )[ This field is blank if zero]
** 0 _ 10: Negative Affect( Numeric )[ This field is blank if zero ]
** 0 _ 11 : Positive Affect( Numeric )[ This field is blank if zero ]
** 0 _ 12 : Well - being( Numeric )[ This field is blankifzero ]
$$ 0013$$$${\rm \ \ }$$Resilience$${\rm \ \ }$$\left({\rm numeric}\right){\rm [This
fieldis~~blankifzero]}$$$$$${15} {16} {17} {18} {19}$$$${\rm RiskTolerance~~~~~RiskAversion~~~~~RiskTaking~~~~~~~~~~~~RiskAvoidance~~~~Mental}{20}{21}{22}{23}{24}{25{26}}{27 {\bf Health ~Outcomes}}} $$\left({\rm numeric}\right)\mathop {{}}\limits^{^{\approx }}{. } {\kern 1pts } {\kern 1pts }\left({{{20}, 21, 22, 23, 24, 26}, 27}\right)\cong ({695
- Metaregression analysis exploring the impact of psychedelic and non-psychedelic drug use on mental health outcomes, such as anxiety and negative affect.
- Create machine learning models that can be deployed to assess the potential risk for developing mental health issues based on personality traits, substance use, risk profiles and demographics.
- Analyzing trends in psychedelic/non-psychedelic drug usage during the COVID-19 pandemic through a visual dashboard display for policy makers and mental health professionals to better identify at-risk groups of individuals
If you use this dataset in your research, please credit the original authors.
Data Source
License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.
File: ocean157ksafe.csv
| Column name | Description |
|---|---|
| 0_1 | Age of the respondent. (Numeric) |
| 0_2 | Gender of the respondent. (Categorical) |
| 0_3 | Country of residence of the respondent. (Categorical) |
| 0_4 | Number of times the respondent has used psychedelics. (Numeric) |
| 0_5 | Number of times the respondent has used other psychoactive drugs. (Numeric) |
| 0_6 | Number of times the respondent has used psychedelics in the past year. (Numeric) |
| 0_7 | Number of times the respondent has used other psychoactive drugs in the past year. (Numeric) |
| 0_8 | Number of times the respondent has used psychedelics in the past month. (Numeric) |
| 0_9 | Number of times the respondent has used other psychoactive drugs in the past month. (Numeric) |
| 0_10 | Number of times the respondent has used psychedelics in the past week. (Numeric) |
| 0_11 | Number of times the respondent has used other psychoactive drugs in the past week. (Numeric) |
| 0_12 | Number of times the respondent has used psychedelics in the past day. (Numeric) |
| 0_13 | Number of times the respondent has used other psychoactive drugs in the past day. (Numeric) |
| 0_14 | The respondent's level of anxiety. (Numeric) |
| 0_15 | The respondent's level of resilience. (Numeric) |
| 0_16 | The respondent's level of overall wellbeing. (Numeric) |
| 0_17 | The respondent's level of openness to experience. (Numeric) |
| 0_18 | The respondent's level of conscientiousness. (Numeric) |
| 0_19 | The respondent's level of extraversion. (Numeric) |
| 0_20 | The respondent's level of agreeableness. (Numeric) |
| 0_41 | Number of times the respondent has used psychedelics in the past year. (Numeric) |
| 0_42 | Number of times the respondent has used other psychoactive drugs in the past year. (Numeric) |
| 0_43 | Number of times the respondent has used psychedelics in the past month. (Numeric) |
| 0_44 | Number of times the respondent has used other psychoactive drugs in the past month. (Numeric) |
| 1_extraversion | The respondent's level of extraversion. (Numeric) |
| 1_agreeableness | The respondent's level of agreeableness. (Numeric) |
| 1_conscientiousness | The respondent's level of conscientiousness. (Numeric) |
| 1_neuroticism | The respondent's level of neuroticism. (Numeric) |
| 1_openness | The respondent's level of openness to experience. (Numeric) |
| 1_percentil_extraversion | The respondent's percentile of extraversion. (Numeric) |
| 1_percentil_agreeableness | The respondent's percentile of agreeableness. (Numeric) |
| 1_percentil_conscientiousness | The respondent's percentile of conscientiousness. (Numeric) |
| 1_percentil_neuroticism | The respondent's percentile of neuroticism. (Numeric) |
| 1_percentil_openness | The respondent's percentile of openness to experience. (Numeric) |
| 2_edad | Age of the respondent. (Numeric) |
| 2_genero | Gender of the respondent. (Categorical) |
| 2_pais_actual | Country of residence of the respondent. (Categorical) |
| 3_timestamp | Timestamp of the survey response. (Numeric) |
| hash | Unique identifier for the respondent. (String) |
| 0_21 | The respondent's level of risk aversion. (Numeric) |
| 0_22 | The respondent's level of risk taking. (Numeric) |
| 0_23 | The respondent's level of impulsivity |
If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .
CREATE TABLE concienciaysustancia10k7safe (
"n_0_religiosidad" BIGINT -- 0 Religiosidad,
"n_0_frecuencia_practicas_religiosas" BIGINT -- 0 Frecuencia Practicas Religiosas,
"n_0_cambio_frecuencia_practicas_religiosas" BIGINT -- 0 Cambio Frecuencia Practicas Religiosas,
"n_0_frecuencia_meditacion" BIGINT -- 0 Frecuencia Meditacion,
"n_0_cambio_frecuencia_meditacion" BIGINT -- 0 Cambio Frecuencia Meditacion,
"n_0_antencion_previa" BIGINT -- 0 Antencion Previa,
"n_0_internacion" BIGINT -- 0 Internacion,
"n_0_tomando_medicacion" BIGINT -- 0 Tomando Medicacion,
"n_1_psicodelicos_consumidos" BIGINT -- 1 Psicodelicos Consumidos,
"n_2_cuantas_veces_consumio" BIGINT -- 2 Cuantas Veces Consumio,
"n_2_calificacion_experiencia" BIGINT -- 2 Calificacion Experiencia,
"n_2_programa_microdosificacion" BIGINT -- 2 Programa Microdosificacion,
"n_2_cambio_consumo" BIGINT -- 2 Cambio Consumo,
"n_2_disminuyo_por_factores" VARCHAR -- 2 Disminuyo Por Factores,
"n_3_psicodelico_mas_significativo" BIGINT -- 3 Psicodelico Mas Significativo,
"n_4_psicodelico_ultima_vez" BIGINT -- 4 Psicodelico Ultima Vez,
"n_5_psicodelicos_motivos" BIGINT -- 5 Psicodelicos Motivos,
"n_5_otro_motivo" VARCHAR -- 5 Otro Motivo,
"n_6_psicoactivos_cosumidos" BIGINT -- 6 Psicoactivos Cosumidos,
"n_6_otro_psicoactivo" VARCHAR -- 6 Otro Psicoactivo,
"n_7_marihuana" BIGINT -- 7 Marihuana,
"n_7_estimulantes" BIGINT -- 7 Estimulantes,
"n_7_sedativos" BIGINT -- 7 Sedativos,
"n_7_antidepresivos_o_antipsicoticos" BIGINT -- 7 Antidepresivos O Antipsicoticos,
"n_7_disociativos" BIGINT -- 7 Disociativos,
"n_7_mdma" BIGINT -- 7 Mdma,
"n_7_otro" BIGINT -- 7 Otro,
"n_7_marihuana_disminuyo_por_factores_externos" VARCHAR -- 7 Marihuana Disminuyo Por Factores Externos,
"n_7_estimulantes_disminuyo_por_factores_externos" VARCHAR -- 7 Estimulantes Disminuyo Por Factores Externos,
"n_7_sedativos_disminuyo_por_factores_externos" VARCHAR -- 7 Sedativos Disminuyo Por Factores Externos,
"n_7_antidepresivos_o_antipsicoticos_disminuyo_por_fact_25ce9d05" VARCHAR -- 7 Antidepresivos O Antipsicoticos Disminuyo Por Factores Externos,
"n_7_disociativos_disminuyo_por_factores_externos" VARCHAR -- 7 Disociativos Disminuyo Por Factores Externos,
"n_7_mdma_disminuyo_por_factores_externos" VARCHAR -- 7 Mdma Disminuyo Por Factores Externos,
"n_7_otro_disminuyo_por_factores_externos" VARCHAR -- 7 Otro Disminuyo Por Factores Externos,
"n_7_tabaco" BIGINT -- 7 Tabaco,
"n_7_tabaco_disminuyo_por_factores_externos" VARCHAR -- 7 Tabaco Disminuyo Por Factores Externos,
"n_7_cafe_na" BIGINT -- 7 CafeΓna,
"n_7_cafe_na_disminuyo_por_factores_externos" VARCHAR -- 7 CafeΓna Disminuyo Por Factores Externos,
"n_7_alcohol" BIGINT -- 7 Alcohol,
"n_7_alcohol_disminuyo_por_factores_externos" VARCHAR -- 7 Alcohol Disminuyo Por Factores Externos,
"n_8_calmado" BIGINT -- 8 Calmado,
"n_8_seguro" BIGINT -- 8 Seguro,
"n_8_tenso" BIGINT -- 8 Tenso,
"n_8_disgustado" BIGINT -- 8 Disgustado,
"n_8_como_pez_en_el_agua" BIGINT -- 8 Como Pez En El Agua,
"n_8_alterado" BIGINT -- 8 Alterado,
"n_8_preocupado_posible_problema" BIGINT -- 8 Preocupado Posible Problema,
"n_8_satisfecho" BIGINT -- 8 Satisfecho,
"n_8_asustado" BIGINT -- 8 Asustado,
"n_8_comodo" BIGINT -- 8 Comodo,
"n_8_confiado" BIGINT -- 8 Confiado,
"n_8_nervioso" BIGINT -- 8 Nervioso,
"n_8_agitado" BIGINT -- 8 Agitado,
"n_8_indeciso" BIGINT -- 8 Indeciso,
"n_8_tranquilo" BIGINT -- 8 Tranquilo,
"n_8_a_gusto" BIGINT -- 8 A Gusto,
"n_8_preocupado" BIGINT -- 8 Preocupado,
"n_8_aturdido" BIGINT -- 8 Aturdido,
"n_8_equilibrado" BIGINT -- 8 Equilibrado,
"n_8_bien" BIGINT -- 8 Bien,
"n_9_bien" BIGINT -- 9 Bien,
"n_9_nervioso" BIGINT -- 9 Nervioso,
"n_9_a_gusto" BIGINT -- 9 A Gusto,
"n_9_quisiera_ser_tan_feliz" BIGINT -- 9 Quisiera Ser Tan Feliz,
"n_9_siento_que_fallo" BIGINT -- 9 Siento Que Fallo,
"n_9_descansado" BIGINT -- 9 Descansado,
"n_9_tranquila_serena_calmada" BIGINT -- 9 Tranquila Serena Calmada,
"n_9_dificultades_se_amontonan" BIGINT -- 9 Dificultades Se Amontonan,
"n_9_preocupo_por_cosas_sin_importancia" BIGINT -- 9 Preocupo Por Cosas Sin Importancia,
"n_9_feliz" BIGINT -- 9 Feliz,
"n_9_malos_pensamientos" BIGINT -- 9 Malos Pensamientos,
"n_9_falta_confianza" BIGINT -- 9 Falta Confianza,
"n_9_seguro" BIGINT -- 9 Seguro,
"n_9_decidirme_rapidamente" BIGINT -- 9 Decidirme Rapidamente,
"n_9_fuera_de_lugar" BIGINT -- 9 Fuera De Lugar,
"n_9_satisfecho" BIGINT -- 9 Satisfecho,
"n_9_cosas_poco_importantes_ocupan_molestan" BIGINT -- 9 Cosas Poco Importantes Ocupan Molestan,
"n_9_desenga_os_afectan" BIGINT -- 9 DesengaΓ±os Afectan,
"n_9_persona_estable" BIGINT -- 9 Persona Estable,
"n_9_cosas_entre_manos_nervioso_tenso" BIGINT -- 9 Cosas Entre Manos Nervioso Tenso,
"n_10_interesado" BIGINT -- 10 Interesado,
"n_10_angustiado" BIGINT -- 10 Angustiado,
"n_10_ilusionado_emocionado" BIGINT -- 10 Ilusionado Emocionado,
"n_10_afectado" BIGINT -- 10 Afectado,
"n_10_fuerte" BIGINT -- 10 Fuerte,
"n_10_culpable" BIGINT -- 10 Culpable,
"n_10_asustado" BIGINT -- 10 Asustado,
"n_10_agresivo" BIGINT -- 10 Agresivo,
"n_10_entusiasmado" BIGINT -- 10 Entusiasmado,
"n_10_satisfecho_consigo_mismo" BIGINT -- 10 Satisfecho Consigo Mismo,
"n_10_irritable" BIGINT -- 10 Irritable,
"n_10_despierto" BIGINT -- 10 Despierto,
"n_10_avergonzado" BIGINT -- 10 Avergonzado,
"n_10_inspirado" BIGINT -- 10 Inspirado,
"n_10_nervioso" BIGINT -- 10 Nervioso,
"n_10_decidido" BIGINT -- 10 Decidido,
"n_10_concentrado" BIGINT -- 10 Concentrado,
"n_10_agitado" BIGINT -- 10 Agitado,
"n_10_activo" BIGINT -- 10 Activo,
"n_10_miedoso" BIGINT -- 10 Miedoso
);CREATE TABLE ocean157ksafe (
"n_0_1" BIGINT -- 0β1,
"n_0_2" BIGINT -- 0β2,
"n_0_3" BIGINT -- 0β3,
"n_0_4" BIGINT -- 0β4,
"n_0_5" BIGINT -- 0β5,
"n_0_6" BIGINT -- 0β6,
"n_0_7" BIGINT -- 0β7,
"n_0_8" BIGINT -- 0β8,
"n_0_9" BIGINT -- 0β9,
"n_0_10" BIGINT -- 0β10,
"n_0_11" BIGINT -- 0β11,
"n_0_12" BIGINT -- 0β12,
"n_0_13" BIGINT -- 0β13,
"n_0_14" BIGINT -- 0β14,
"n_0_15" BIGINT -- 0β15,
"n_0_16" BIGINT -- 0β16,
"n_0_17" BIGINT -- 0β17,
"n_0_18" BIGINT -- 0β18,
"n_0_19" BIGINT -- 0β19,
"n_0_20" BIGINT -- 0β20,
"n_0_21" BIGINT -- 0β21,
"n_0_22" BIGINT -- 0β22,
"n_0_23" BIGINT -- 0β23,
"n_0_24" BIGINT -- 0β24,
"n_0_25" BIGINT -- 0β25,
"n_0_26" BIGINT -- 0β26,
"n_0_27" BIGINT -- 0β27,
"n_0_28" BIGINT -- 0β28,
"n_0_29" BIGINT -- 0β29,
"n_0_30" BIGINT -- 0β30,
"n_0_31" BIGINT -- 0β31,
"n_0_32" BIGINT -- 0β32,
"n_0_33" BIGINT -- 0β33,
"n_0_34" BIGINT -- 0β34,
"n_0_35" BIGINT -- 0β35,
"n_0_36" BIGINT -- 0β36,
"n_0_37" BIGINT -- 0β37,
"n_0_38" BIGINT -- 0β38,
"n_0_39" BIGINT -- 0β39,
"n_0_40" BIGINT -- 0β40,
"n_0_41" BIGINT -- 0β41,
"n_0_42" BIGINT -- 0β42,
"n_0_43" BIGINT -- 0β43,
"n_0_44" BIGINT -- 0β44,
"n_1_extraversion" BIGINT -- 1 Extraversion,
"n_1_agreeableness" BIGINT -- 1 Agreeableness,
"n_1_conscientiousness" BIGINT -- 1 Conscientiousness,
"n_1_neuroticism" BIGINT -- 1 Neuroticism,
"n_1_openness" BIGINT -- 1 Openness,
"n_1_percentil_extraversion" BIGINT -- 1 Percentil Extraversion,
"n_1_percentil_agreeableness" BIGINT -- 1 Percentil Agreeableness,
"n_1_percentil_conscientiousness" BIGINT -- 1 Percentil Conscientiousness,
"n_1_percentil_neuroticism" BIGINT -- 1 Percentil Neuroticism,
"n_1_percentil_openness" BIGINT -- 1 Percentil Openness,
"n_2_edad" BIGINT -- 2 Edad,
"n_2_genero" BIGINT -- 2 Genero,
"n_2_nacionalidad" BIGINT -- 2 Nacionalidad,
"n_2_pais_actual" BIGINT -- 2 Pais Actual,
"n_3_timestamp" VARCHAR -- 3 Timestamp,
"hash" BIGINT
);Anyone who has the link will be able to view this.