covid19

  • Description:

This repository attempts to assemble the largest Covid-19 epidemiological database in addition to a powerful set of expansive covariates. It includes open, publicly sourced, licensed data relating to demographics, economy, epidemiology, geography, health, hospitalizations, mobility, government response, weather, and more.

This particular dataset corresponds to a join of all the different tables that are part of the repository. Therefore, expect the resulting samples to be highly sparse.

Split Examples
'train' 11,266,422
  • Feature structure:
FeaturesDict({
    'adult_female_mortality_rate': float64,
    'adult_male_mortality_rate': float64,
    'age_bin_0': string,
    'age_bin_1': string,
    'age_bin_2': string,
    'age_bin_3': string,
    'age_bin_4': string,
    'age_bin_5': string,
    'age_bin_6': string,
    'age_bin_7': string,
    'age_bin_8': string,
    'age_bin_9': string,
    'aggregation_level': float64,
    'area_rural_sq_km': float64,
    'area_sq_km': float64,
    'area_urban_sq_km': float64,
    'average_temperature_celsius': float64,
    'cancel_public_events': float64,
    'comorbidity_mortality_rate': float64,
    'contact_tracing': float64,
    'country_code': string,
    'country_name': string,
    'cumulative_confirmed': float64,
    'cumulative_confirmed_age_0': float64,
    'cumulative_confirmed_age_1': float64,
    'cumulative_confirmed_age_2': float64,
    'cumulative_confirmed_age_3': float64,
    'cumulative_confirmed_age_4': float64,
    'cumulative_confirmed_age_5': float64,
    'cumulative_confirmed_age_6': float64,
    'cumulative_confirmed_age_7': float64,
    'cumulative_confirmed_age_8': float64,
    'cumulative_confirmed_age_9': float64,
    'cumulative_confirmed_female': float64,
    'cumulative_confirmed_male': float64,
    'cumulative_deceased': float64,
    'cumulative_deceased_age_0': float64,
    'cumulative_deceased_age_1': float64,
    'cumulative_deceased_age_2': float64,
    'cumulative_deceased_age_3': float64,
    'cumulative_deceased_age_4': float64,
    'cumulative_deceased_age_5': float64,
    'cumulative_deceased_age_6': float64,
    'cumulative_deceased_age_7': float64,
    'cumulative_deceased_age_8': float64,
    'cumulative_deceased_age_9': float64,
    'cumulative_deceased_female': float64,
    'cumulative_deceased_male': float64,
    'cumulative_hospitalized_patients': float64,
    'cumulative_hospitalized_patients_age_0': float64,
    'cumulative_hospitalized_patients_age_1': float64,
    'cumulative_hospitalized_patients_age_2': float64,
    'cumulative_hospitalized_patients_age_3': float64,
    'cumulative_hospitalized_patients_age_4': float64,
    'cumulative_hospitalized_patients_age_5': float64,
    'cumulative_hospitalized_patients_age_6': float64,
    'cumulative_hospitalized_patients_age_7': float64,
    'cumulative_hospitalized_patients_age_8': float64,
    'cumulative_hospitalized_patients_age_9': float64,
    'cumulative_hospitalized_patients_female': float64,
    'cumulative_hospitalized_patients_male': float64,
    'cumulative_intensive_care_patients': float64,
    'cumulative_intensive_care_patients_age_0': float64,
    'cumulative_intensive_care_patients_age_1': float64,
    'cumulative_intensive_care_patients_age_2': float64,
    'cumulative_intensive_care_patients_age_3': float64,
    'cumulative_intensive_care_patients_age_4': float64,
    'cumulative_intensive_care_patients_age_5': float64,
    'cumulative_intensive_care_patients_age_6': float64,
    'cumulative_intensive_care_patients_age_7': float64,
    'cumulative_intensive_care_patients_age_8': float64,
    'cumulative_intensive_care_patients_age_9': float64,
    'cumulative_intensive_care_patients_female': float64,
    'cumulative_intensive_care_patients_male': float64,
    'cumulative_persons_fully_vaccinated': float64,
    'cumulative_persons_fully_vaccinated_janssen': float64,
    'cumulative_persons_fully_vaccinated_moderna': float64,
    'cumulative_persons_fully_vaccinated_pfizer': float64,
    'cumulative_persons_vaccinated': float64,
    'cumulative_recovered': float64,
    'cumulative_recovered_age_0': float64,
    'cumulative_recovered_age_1': float64,
    'cumulative_recovered_age_2': float64,
    'cumulative_recovered_age_3': float64,
    'cumulative_recovered_age_4': float64,
    'cumulative_recovered_age_5': float64,
    'cumulative_recovered_age_6': float64,
    'cumulative_recovered_age_7': float64,
    'cumulative_recovered_age_8': float64,
    'cumulative_recovered_age_9': float64,
    'cumulative_recovered_female': float64,
    'cumulative_recovered_male': float64,
    'cumulative_tested': float64,
    'cumulative_tested_age_0': float64,
    'cumulative_tested_age_1': float64,
    'cumulative_tested_age_2': float64,
    'cumulative_tested_age_3': float64,
    'cumulative_tested_age_4': float64,
    'cumulative_tested_age_5': float64,
    'cumulative_tested_age_6': float64,
    'cumulative_tested_age_7': float64,
    'cumulative_tested_age_8': float64,
    'cumulative_tested_age_9': float64,
    'cumulative_tested_female': float64,
    'cumulative_tested_male': float64,
    'cumulative_vaccine_doses_administered': float64,
    'cumulative_vaccine_doses_administered_janssen': float64,
    'cumulative_vaccine_doses_administered_moderna': float64,
    'cumulative_vaccine_doses_administered_pfizer': float64,
    'cumulative_ventilator_patients': float64,
    'current_hospitalized_patients': float64,
    'current_intensive_care_patients': float64,
    'current_ventilator_patients': float64,
    'datacommons_id': string,
    'date': string,
    'debt_relief': float64,
    'dew_point': float64,
    'diabetes_prevalence': float64,
    'elevation_m': float64,
    'emergency_investment_in_healthcare': float64,
    'facial_coverings': float64,
    'fiscal_measures': float64,
    'gdp_per_capita_usd': float64,
    'gdp_usd': float64,
    'health_expenditure_usd': float64,
    'hospital_beds_per_1000': float64,
    'human_capital_index': float64,
    'human_development_index': float64,
    'income_support': float64,
    'infant_mortality_rate': float64,
    'international_support': float64,
    'international_travel_controls': float64,
    'investment_in_vaccines': float64,
    'iso_3166_1_alpha_2': string,
    'iso_3166_1_alpha_3': string,
    'latitude': float64,
    'life_expectancy': float64,
    'locality_code': string,
    'locality_name': string,
    'location_key': string,
    'longitude': float64,
    'maximum_temperature_celsius': float64,
    'minimum_temperature_celsius': float64,
    'mobility_grocery_and_pharmacy': float64,
    'mobility_parks': float64,
    'mobility_residential': float64,
    'mobility_retail_and_recreation': float64,
    'mobility_transit_stations': float64,
    'mobility_workplaces': float64,
    'new_confirmed': float64,
    'new_confirmed_age_0': float64,
    'new_confirmed_age_1': float64,
    'new_confirmed_age_2': float64,
    'new_confirmed_age_3': float64,
    'new_confirmed_age_4': float64,
    'new_confirmed_age_5': float64,
    'new_confirmed_age_6': float64,
    'new_confirmed_age_7': float64,
    'new_confirmed_age_8': float64,
    'new_confirmed_age_9': float64,
    'new_confirmed_female': float64,
    'new_confirmed_male': float64,
    'new_deceased': float64,
    'new_deceased_age_0': float64,
    'new_deceased_age_1': float64,
    'new_deceased_age_2': float64,
    'new_deceased_age_3': float64,
    'new_deceased_age_4': float64,
    'new_deceased_age_5': float64,
    'new_deceased_age_6': float64,
    'new_deceased_age_7': float64,
    'new_deceased_age_8': float64,
    'new_deceased_age_9': float64,
    'new_deceased_female': float64,
    'new_deceased_male': float64,
    'new_hospitalized_patients': float64,
    'new_hospitalized_patients_age_0': float64,
    'new_hospitalized_patients_age_1': float64,
    'new_hospitalized_patients_age_2': float64,
    'new_hospitalized_patients_age_3': float64,
    'new_hospitalized_patients_age_4': float64,
    'new_hospitalized_patients_age_5': float64,
    'new_hospitalized_patients_age_6': float64,
    'new_hospitalized_patients_age_7': float64,
    'new_hospitalized_patients_age_8': float64,
    'new_hospitalized_patients_age_9': float64,
    'new_hospitalized_patients_female': float64,
    'new_hospitalized_patients_male': float64,
    'new_intensive_care_patients': float64,
    'new_intensive_care_patients_age_0': float64,
    'new_intensive_care_patients_age_1': float64,
    'new_intensive_care_patients_age_2': float64,
    'new_intensive_care_patients_age_3': float64,
    'new_intensive_care_patients_age_4': float64,
    'new_intensive_care_patients_age_5': float64,
    'new_intensive_care_patients_age_6': float64,
    'new_intensive_care_patients_age_7': float64,
    'new_intensive_care_patients_age_8': float64,
    'new_intensive_care_patients_age_9': float64,
    'new_intensive_care_patients_female': float64,
    'new_intensive_care_patients_male': float64,
    'new_persons_fully_vaccinated': float64,
    'new_persons_fully_vaccinated_janssen': float64,
    'new_persons_fully_vaccinated_moderna': float64,
    'new_persons_fully_vaccinated_pfizer': float64,
    'new_persons_vaccinated': float64,
    'new_recovered': float64,
    'new_recovered_age_0': float64,
    'new_recovered_age_1': float64,
    'new_recovered_age_2': float64,
    'new_recovered_age_3': float64,
    'new_recovered_age_4': float64,
    'new_recovered_age_5': float64,
    'new_recovered_age_6': float64,
    'new_recovered_age_7': float64,
    'new_recovered_age_8': float64,
    'new_recovered_age_9': float64,
    'new_recovered_female': float64,
    'new_recovered_male': float64,
    'new_tested': float64,
    'new_tested_age_0': float64,
    'new_tested_age_1': float64,
    'new_tested_age_2': float64,
    'new_tested_age_3': float64,
    'new_tested_age_4': float64,
    'new_tested_age_5': float64,
    'new_tested_age_6': float64,
    'new_tested_age_7': float64,
    'new_tested_age_8': float64,
    'new_tested_age_9': float64,
    'new_tested_female': float64,
    'new_tested_male': float64,
    'new_vaccine_doses_administered': float64,
    'new_vaccine_doses_administered_janssen': float64,
    'new_vaccine_doses_administered_moderna': float64,
    'new_vaccine_doses_administered_pfizer': float64,
    'new_ventilator_patients': float64,
    'nurses_per_1000': float64,
    'openstreetmap_id': string,
    'out_of_pocket_health_expenditure_usd': float64,
    'physicians_per_1000': float64,
    'place_id': string,
    'pollution_mortality_rate': float64,
    'population': float64,
    'population_age_00_09': float64,
    'population_age_10_19': float64,
    'population_age_20_29': float64,
    'population_age_30_39': float64,
    'population_age_40_49': float64,
    'population_age_50_59': float64,
    'population_age_60_69': float64,
    'population_age_70_79': float64,
    'population_age_80_and_older': float64,
    'population_clustered': float64,
    'population_density': float64,
    'population_female': float64,
    'population_largest_city': float64,
    'population_male': float64,
    'population_rural': float64,
    'population_urban': float64,
    'public_information_campaigns': float64,
    'public_transport_closing': float64,
    'rainfall_mm': float64,
    'relative_humidity': float64,
    'restrictions_on_gatherings': float64,
    'restrictions_on_internal_movement': float64,
    'school_closing': float64,
    'search_trends_abdominal_obesity': float64,
    'search_trends_abdominal_pain': float64,
    'search_trends_acne': float64,
    'search_trends_actinic_keratosis': float64,
    'search_trends_acute_bronchitis': float64,
    'search_trends_adrenal_crisis': float64,
    'search_trends_ageusia': float64,
    'search_trends_alcoholism': float64,
    'search_trends_allergic_conjunctivitis': float64,
    'search_trends_allergy': float64,
    'search_trends_amblyopia': float64,
    'search_trends_amenorrhea': float64,
    'search_trends_amnesia': float64,
    'search_trends_anal_fissure': float64,
    'search_trends_anaphylaxis': float64,
    'search_trends_anemia': float64,
    'search_trends_angina_pectoris': float64,
    'search_trends_angioedema': float64,
    'search_trends_angular_cheilitis': float64,
    'search_trends_anosmia': float64,
    'search_trends_anxiety': float64,
    'search_trends_aphasia': float64,
    'search_trends_aphonia': float64,
    'search_trends_apnea': float64,
    'search_trends_arthralgia': float64,
    'search_trends_arthritis': float64,
    'search_trends_ascites': float64,
    'search_trends_asperger_syndrome': float64,
    'search_trends_asphyxia': float64,
    'search_trends_asthma': float64,
    'search_trends_astigmatism': float64,
    'search_trends_ataxia': float64,
    'search_trends_atheroma': float64,
    'search_trends_attention_deficit_hyperactivity_disorder': float64,
    'search_trends_auditory_hallucination': float64,
    'search_trends_autoimmune_disease': float64,
    'search_trends_avoidant_personality_disorder': float64,
    'search_trends_back_pain': float64,
    'search_trends_bacterial_vaginosis': float64,
    'search_trends_balance_disorder': float64,
    'search_trends_beaus_lines': float64,
    'search_trends_bells_palsy': float64,
    'search_trends_biliary_colic': float64,
    'search_trends_binge_eating': float64,
    'search_trends_bleeding': float64,
    'search_trends_bleeding_on_probing': float64,
    'search_trends_blepharospasm': float64,
    'search_trends_bloating': float64,
    'search_trends_blood_in_stool': float64,
    'search_trends_blurred_vision': float64,
    'search_trends_blushing': float64,
    'search_trends_boil': float64,
    'search_trends_bone_fracture': float64,
    'search_trends_bone_tumor': float64,
    'search_trends_bowel_obstruction': float64,
    'search_trends_bradycardia': float64,
    'search_trends_braxton_hicks_contractions': float64,
    'search_trends_breakthrough_bleeding': float64,
    'search_trends_breast_pain': float64,
    'search_trends_bronchitis': float64,
    'search_trends_bruise': float64,
    'search_trends_bruxism': float64,
    'search_trends_bunion': float64,
    'search_trends_burn': float64,
    'search_trends_burning_chest_pain': float64,
    'search_trends_burning_mouth_syndrome': float64,
    'search_trends_candidiasis': float64,
    'search_trends_canker_sore': float64,
    'search_trends_cardiac_arrest': float64,
    'search_trends_carpal_tunnel_syndrome': float64,
    'search_trends_cataplexy': float64,
    'search_trends_cataract': float64,
    'search_trends_chancre': float64,
    'search_trends_cheilitis': float64,
    'search_trends_chest_pain': float64,
    'search_trends_chills': float64,
    'search_trends_chorea': float64,
    'search_trends_chronic_pain': float64,
    'search_trends_cirrhosis': float64,
    'search_trends_cleft_lip_and_cleft_palate': float64,
    'search_trends_clouding_of_consciousness': float64,
    'search_trends_cluster_headache': float64,
    'search_trends_colitis': float64,
    'search_trends_coma': float64,
    'search_trends_common_cold': float64,
    'search_trends_compulsive_behavior': float64,
    'search_trends_compulsive_hoarding': float64,
    'search_trends_confusion': float64,
    'search_trends_congenital_heart_defect': float64,
    'search_trends_conjunctivitis': float64,
    'search_trends_constipation': float64,
    'search_trends_convulsion': float64,
    'search_trends_cough': float64,
    'search_trends_crackles': float64,
    'search_trends_cramp': float64,
    'search_trends_crepitus': float64,
    'search_trends_croup': float64,
    'search_trends_cyanosis': float64,
    'search_trends_dandruff': float64,
    'search_trends_delayed_onset_muscle_soreness': float64,
    'search_trends_dementia': float64,
    'search_trends_dentin_hypersensitivity': float64,
    'search_trends_depersonalization': float64,
    'search_trends_depression': float64,
    'search_trends_dermatitis': float64,
    'search_trends_desquamation': float64,
    'search_trends_developmental_disability': float64,
    'search_trends_diabetes': float64,
    'search_trends_diabetic_ketoacidosis': float64,
    'search_trends_diarrhea': float64,
    'search_trends_dizziness': float64,
    'search_trends_dry_eye_syndrome': float64,
    'search_trends_dysautonomia': float64,
    'search_trends_dysgeusia': float64,
    'search_trends_dysmenorrhea': float64,
    'search_trends_dyspareunia': float64,
    'search_trends_dysphagia': float64,
    'search_trends_dysphoria': float64,
    'search_trends_dystonia': float64,
    'search_trends_dysuria': float64,
    'search_trends_ear_pain': float64,
    'search_trends_eczema': float64,
    'search_trends_edema': float64,
    'search_trends_encephalitis': float64,
    'search_trends_encephalopathy': float64,
    'search_trends_epidermoid_cyst': float64,
    'search_trends_epilepsy': float64,
    'search_trends_epiphora': float64,
    'search_trends_erectile_dysfunction': float64,
    'search_trends_erythema': float64,
    'search_trends_erythema_chronicum_migrans': float64,
    'search_trends_esophagitis': float64,
    'search_trends_excessive_daytime_sleepiness': float64,
    'search_trends_eye_pain': float64,
    'search_trends_eye_strain': float64,
    'search_trends_facial_nerve_paralysis': float64,
    'search_trends_facial_swelling': float64,
    'search_trends_fasciculation': float64,
    'search_trends_fatigue': float64,
    'search_trends_fatty_liver_disease': float64,
    'search_trends_fecal_incontinence': float64,
    'search_trends_fever': float64,
    'search_trends_fibrillation': float64,
    'search_trends_fibrocystic_breast_changes': float64,
    'search_trends_fibromyalgia': float64,
    'search_trends_flatulence': float64,
    'search_trends_floater': float64,
    'search_trends_focal_seizure': float64,
    'search_trends_folate_deficiency': float64,
    'search_trends_food_craving': float64,
    'search_trends_food_intolerance': float64,
    'search_trends_frequent_urination': float64,
    'search_trends_gastroesophageal_reflux_disease': float64,
    'search_trends_gastroparesis': float64,
    'search_trends_generalized_anxiety_disorder': float64,
    'search_trends_genital_wart': float64,
    'search_trends_gingival_recession': float64,
    'search_trends_gingivitis': float64,
    'search_trends_globus_pharyngis': float64,
    'search_trends_goitre': float64,
    'search_trends_gout': float64,
    'search_trends_grandiosity': float64,
    'search_trends_granuloma': float64,
    'search_trends_guilt': float64,
    'search_trends_hair_loss': float64,
    'search_trends_halitosis': float64,
    'search_trends_hay_fever': float64,
    'search_trends_headache': float64,
    'search_trends_heart_arrhythmia': float64,
    'search_trends_heart_murmur': float64,
    'search_trends_heartburn': float64,
    'search_trends_hematochezia': float64,
    'search_trends_hematoma': float64,
    'search_trends_hematuria': float64,
    'search_trends_hemolysis': float64,
    'search_trends_hemoptysis': float64,
    'search_trends_hemorrhoids': float64,
    'search_trends_hepatic_encephalopathy': float64,
    'search_trends_hepatitis': float64,
    'search_trends_hepatotoxicity': float64,
    'search_trends_hiccup': float64,
    'search_trends_hip_pain': float64,
    'search_trends_hives': float64,
    'search_trends_hot_flash': float64,
    'search_trends_hydrocephalus': float64,
    'search_trends_hypercalcaemia': float64,
    'search_trends_hypercapnia': float64,
    'search_trends_hypercholesterolemia': float64,
    'search_trends_hyperemesis_gravidarum': float64,
    'search_trends_hyperglycemia': float64,
    'search_trends_hyperhidrosis': float64,
    'search_trends_hyperkalemia': float64,
    'search_trends_hyperlipidemia': float64,
    'search_trends_hypermobility': float64,
    'search_trends_hyperpigmentation': float64,
    'search_trends_hypersomnia': float64,
    'search_trends_hypertension': float64,
    'search_trends_hyperthermia': float64,
    'search_trends_hyperthyroidism': float64,
    'search_trends_hypertriglyceridemia': float64,
    'search_trends_hypertrophy': float64,
    'search_trends_hyperventilation': float64,
    'search_trends_hypocalcaemia': float64,
    'search_trends_hypochondriasis': float64,
    'search_trends_hypoglycemia': float64,
    'search_trends_hypogonadism': float64,
    'search_trends_hypokalemia': float64,
    'search_trends_hypomania': float64,
    'search_trends_hyponatremia': float64,
    'search_trends_hypotension': float64,
    'search_trends_hypothyroidism': float64,
    'search_trends_hypoxemia': float64,
    'search_trends_hypoxia': float64,
    'search_trends_impetigo': float64,
    'search_trends_implantation_bleeding': float64,
    'search_trends_impulsivity': float64,
    'search_trends_indigestion': float64,
    'search_trends_infection': float64,
    'search_trends_inflammation': float64,
    'search_trends_inflammatory_bowel_disease': float64,
    'search_trends_ingrown_hair': float64,
    'search_trends_insomnia': float64,
    'search_trends_insulin_resistance': float64,
    'search_trends_intermenstrual_bleeding': float64,
    'search_trends_intracranial_pressure': float64,
    'search_trends_iron_deficiency': float64,
    'search_trends_irregular_menstruation': float64,
    'search_trends_itch': float64,
    'search_trends_jaundice': float64,
    'search_trends_kidney_failure': float64,
    'search_trends_kidney_stone': float64,
    'search_trends_knee_pain': float64,
    'search_trends_kyphosis': float64,
    'search_trends_lactose_intolerance': float64,
    'search_trends_laryngitis': float64,
    'search_trends_leg_cramps': float64,
    'search_trends_lesion': float64,
    'search_trends_leukorrhea': float64,
    'search_trends_lightheadedness': float64,
    'search_trends_low_back_pain': float64,
    'search_trends_low_grade_fever': float64,
    'search_trends_lymphedema': float64,
    'search_trends_major_depressive_disorder': float64,
    'search_trends_malabsorption': float64,
    'search_trends_male_infertility': float64,
    'search_trends_manic_disorder': float64,
    'search_trends_melasma': float64,
    'search_trends_melena': float64,
    'search_trends_meningitis': float64,
    'search_trends_menorrhagia': float64,
    'search_trends_middle_back_pain': float64,
    'search_trends_migraine': float64,
    'search_trends_milium': float64,
    'search_trends_mitral_insufficiency': float64,
    'search_trends_mood_disorder': float64,
    'search_trends_mood_swing': float64,
    'search_trends_morning_sickness': float64,
    'search_trends_motion_sickness': float64,
    'search_trends_mouth_ulcer': float64,
    'search_trends_muscle_atrophy': float64,
    'search_trends_muscle_weakness': float64,
    'search_trends_myalgia': float64,
    'search_trends_mydriasis': float64,
    'search_trends_myocardial_infarction': float64,
    'search_trends_myoclonus': float64,
    'search_trends_nasal_congestion': float64,
    'search_trends_nasal_polyp': float64,
    'search_trends_nausea': float64,
    'search_trends_neck_mass': float64,
    'search_trends_neck_pain': float64,
    'search_trends_neonatal_jaundice': float64,
    'search_trends_nerve_injury': float64,
    'search_trends_neuralgia': float64,
    'search_trends_neutropenia': float64,
    'search_trends_night_sweats': float64,
    'search_trends_night_terror': float64,
    'search_trends_nocturnal_enuresis': float64,
    'search_trends_nodule': float64,
    'search_trends_nosebleed': float64,
    'search_trends_nystagmus': float64,
    'search_trends_obesity': float64,
    'search_trends_onychorrhexis': float64,
    'search_trends_oral_candidiasis': float64,
    'search_trends_orthostatic_hypotension': float64,
    'search_trends_osteopenia': float64,
    'search_trends_osteophyte': float64,
    'search_trends_osteoporosis': float64,
    'search_trends_otitis': float64,
    'search_trends_otitis_externa': float64,
    'search_trends_otitis_media': float64,
    'search_trends_pain': float64,
    'search_trends_palpitations': float64,
    'search_trends_pancreatitis': float64,
    'search_trends_panic_attack': float64,
    'search_trends_papule': float64,
    'search_trends_paranoia': float64,
    'search_trends_paresthesia': float64,
    'search_trends_pelvic_inflammatory_disease': float64,
    'search_trends_pericarditis': float64,
    'search_trends_periodontal_disease': float64,
    'search_trends_periorbital_puffiness': float64,
    'search_trends_peripheral_neuropathy': float64,
    'search_trends_perspiration': float64,
    'search_trends_petechia': float64,
    'search_trends_phlegm': float64,
    'search_trends_photodermatitis': float64,
    'search_trends_photophobia': float64,
    'search_trends_photopsia': float64,
    'search_trends_pleural_effusion': float64,
    'search_trends_pleurisy': float64,
    'search_trends_pneumonia': float64,
    'search_trends_podalgia': float64,
    'search_trends_polycythemia': float64,
    'search_trends_polydipsia': float64,
    'search_trends_polyneuropathy': float64,
    'search_trends_polyuria': float64,
    'search_trends_poor_posture': float64,
    'search_trends_post_nasal_drip': float64,
    'search_trends_postural_orthostatic_tachycardia_syndrome': float64,
    'search_trends_prediabetes': float64,
    'search_trends_proteinuria': float64,
    'search_trends_pruritus_ani': float64,
    'search_trends_psychosis': float64,
    'search_trends_ptosis': float64,
    'search_trends_pulmonary_edema': float64,
    'search_trends_pulmonary_hypertension': float64,
    'search_trends_purpura': float64,
    'search_trends_pus': float64,
    'search_trends_pyelonephritis': float64,
    'search_trends_radiculopathy': float64,
    'search_trends_rectal_pain': float64,
    'search_trends_rectal_prolapse': float64,
    'search_trends_red_eye': float64,
    'search_trends_renal_colic': float64,
    'search_trends_restless_legs_syndrome': float64,
    'search_trends_rheum': float64,
    'search_trends_rhinitis': float64,
    'search_trends_rhinorrhea': float64,
    'search_trends_rosacea': float64,
    'search_trends_round_ligament_pain': float64,
    'search_trends_rumination': float64,
    'search_trends_scar': float64,
    'search_trends_sciatica': float64,
    'search_trends_scoliosis': float64,
    'search_trends_seborrheic_dermatitis': float64,
    'search_trends_self_harm': float64,
    'search_trends_sensitivity_to_sound': float64,
    'search_trends_sexual_dysfunction': float64,
    'search_trends_shallow_breathing': float64,
    'search_trends_sharp_pain': float64,
    'search_trends_shivering': float64,
    'search_trends_shortness_of_breath': float64,
    'search_trends_shyness': float64,
    'search_trends_sinusitis': float64,
    'search_trends_skin_condition': float64,
    'search_trends_skin_rash': float64,
    'search_trends_skin_tag': float64,
    'search_trends_skin_ulcer': float64,
    'search_trends_sleep_apnea': float64,
    'search_trends_sleep_deprivation': float64,
    'search_trends_sleep_disorder': float64,
    'search_trends_snoring': float64,
    'search_trends_sore_throat': float64,
    'search_trends_spasticity': float64,
    'search_trends_splenomegaly': float64,
    'search_trends_sputum': float64,
    'search_trends_stomach_rumble': float64,
    'search_trends_strabismus': float64,
    'search_trends_stretch_marks': float64,
    'search_trends_stridor': float64,
    'search_trends_stroke': float64,
    'search_trends_stuttering': float64,
    'search_trends_subdural_hematoma': float64,
    'search_trends_suicidal_ideation': float64,
    'search_trends_swelling': float64,
    'search_trends_swollen_feet': float64,
    'search_trends_swollen_lymph_nodes': float64,
    'search_trends_syncope': float64,
    'search_trends_tachycardia': float64,
    'search_trends_tachypnea': float64,
    'search_trends_telangiectasia': float64,
    'search_trends_tenderness': float64,
    'search_trends_testicular_pain': float64,
    'search_trends_throat_irritation': float64,
    'search_trends_thrombocytopenia': float64,
    'search_trends_thyroid_nodule': float64,
    'search_trends_tic': float64,
    'search_trends_tinnitus': float64,
    'search_trends_tonsillitis': float64,
    'search_trends_toothache': float64,
    'search_trends_tremor': float64,
    'search_trends_trichoptilosis': float64,
    'search_trends_tumor': float64,
    'search_trends_type_2_diabetes': float64,
    'search_trends_unconsciousness': float64,
    'search_trends_underweight': float64,
    'search_trends_upper_respiratory_tract_infection': float64,
    'search_trends_urethritis': float64,
    'search_trends_urinary_incontinence': float64,
    'search_trends_urinary_tract_infection': float64,
    'search_trends_urinary_urgency': float64,
    'search_trends_uterine_contraction': float64,
    'search_trends_vaginal_bleeding': float64,
    'search_trends_vaginal_discharge': float64,
    'search_trends_vaginitis': float64,
    'search_trends_varicose_veins': float64,
    'search_trends_vasculitis': float64,
    'search_trends_ventricular_fibrillation': float64,
    'search_trends_ventricular_tachycardia': float64,
    'search_trends_vertigo': float64,
    'search_trends_viral_pneumonia': float64,
    'search_trends_visual_acuity': float64,
    'search_trends_vomiting': float64,
    'search_trends_wart': float64,
    'search_trends_water_retention': float64,
    'search_trends_weakness': float64,
    'search_trends_weight_gain': float64,
    'search_trends_wheeze': float64,
    'search_trends_xeroderma': float64,
    'search_trends_xerostomia': float64,
    'search_trends_yawn': float64,
    'smoking_prevalence': float64,
    'snowfall_mm': float64,
    'stay_at_home_requirements': float64,
    'stringency_index': float64,
    'subregion1_code': string,
    'subregion1_name': string,
    'subregion2_code': string,
    'subregion2_name': string,
    'testing_policy': float64,
    'vaccination_policy': float64,
    'wikidata_id': string,
    'workplace_closing': float64,
})
  • Feature documentation:
Feature Class Shape Dtype Description
FeaturesDict
adult_female_mortality_rate Tensor float64
adult_male_mortality_rate Tensor float64
age_bin_0 Tensor string
age_bin_1 Tensor string
age_bin_2 Tensor string
age_bin_3 Tensor string
age_bin_4 Tensor string
age_bin_5 Tensor string
age_bin_6 Tensor string
age_bin_7 Tensor string
age_bin_8 Tensor string
age_bin_9 Tensor string
aggregation_level Tensor float64
area_rural_sq_km Tensor float64
area_sq_km Tensor float64
area_urban_sq_km Tensor float64
average_temperature_celsius Tensor float64
cancel_public_events Tensor float64
comorbidity_mortality_rate Tensor float64
contact_tracing Tensor float64
country_code Tensor string
country_name Tensor string
cumulative_confirmed Tensor float64
cumulative_confirmed_age_0 Tensor float64
cumulative_confirmed_age_1 Tensor float64
cumulative_confirmed_age_2 Tensor float64
cumulative_confirmed_age_3 Tensor float64
cumulative_confirmed_age_4 Tensor float64
cumulative_confirmed_age_5 Tensor float64
cumulative_confirmed_age_6 Tensor float64
cumulative_confirmed_age_7 Tensor float64
cumulative_confirmed_age_8 Tensor float64
cumulative_confirmed_age_9 Tensor float64
cumulative_confirmed_female Tensor float64
cumulative_confirmed_male Tensor float64
cumulative_deceased Tensor float64
cumulative_deceased_age_0 Tensor float64
cumulative_deceased_age_1 Tensor float64
cumulative_deceased_age_2 Tensor float64
cumulative_deceased_age_3 Tensor float64
cumulative_deceased_age_4 Tensor float64
cumulative_deceased_age_5 Tensor float64
cumulative_deceased_age_6 Tensor float64
cumulative_deceased_age_7 Tensor float64
cumulative_deceased_age_8 Tensor float64
cumulative_deceased_age_9 Tensor float64
cumulative_deceased_female Tensor float64
cumulative_deceased_male Tensor float64
cumulative_hospitalized_patients Tensor float64
cumulative_hospitalized_patients_age_0 Tensor float64
cumulative_hospitalized_patients_age_1 Tensor float64
cumulative_hospitalized_patients_age_2 Tensor float64
cumulative_hospitalized_patients_age_3 Tensor float64
cumulative_hospitalized_patients_age_4 Tensor float64
cumulative_hospitalized_patients_age_5 Tensor float64
cumulative_hospitalized_patients_age_6 Tensor float64
cumulative_hospitalized_patients_age_7 Tensor float64
cumulative_hospitalized_patients_age_8 Tensor float64
cumulative_hospitalized_patients_age_9 Tensor float64
cumulative_hospitalized_patients_female Tensor float64
cumulative_hospitalized_patients_male Tensor float64
cumulative_intensive_care_patients Tensor float64
cumulative_intensive_care_patients_age_0 Tensor float64
cumulative_intensive_care_patients_age_1 Tensor float64
cumulative_intensive_care_patients_age_2 Tensor float64
cumulative_intensive_care_patients_age_3 Tensor float64
cumulative_intensive_care_patients_age_4 Tensor float64
cumulative_intensive_care_patients_age_5 Tensor float64
cumulative_intensive_care_patients_age_6 Tensor float64
cumulative_intensive_care_patients_age_7 Tensor float64
cumulative_intensive_care_patients_age_8 Tensor float64
cumulative_intensive_care_patients_age_9 Tensor float64
cumulative_intensive_care_patients_female Tensor float64
cumulative_intensive_care_patients_male Tensor float64
cumulative_persons_fully_vaccinated Tensor float64
cumulative_persons_fully_vaccinated_janssen Tensor float64
cumulative_persons_fully_vaccinated_moderna Tensor float64
cumulative_persons_fully_vaccinated_pfizer Tensor float64
cumulative_persons_vaccinated Tensor float64
cumulative_recovered Tensor float64
cumulative_recovered_age_0 Tensor float64
cumulative_recovered_age_1 Tensor float64
cumulative_recovered_age_2 Tensor float64
cumulative_recovered_age_3 Tensor float64
cumulative_recovered_age_4 Tensor float64
cumulative_recovered_age_5 Tensor float64
cumulative_recovered_age_6 Tensor float64
cumulative_recovered_age_7 Tensor float64
cumulative_recovered_age_8 Tensor float64
cumulative_recovered_age_9 Tensor float64
cumulative_recovered_female Tensor float64
cumulative_recovered_male Tensor float64
cumulative_tested Tensor float64
cumulative_tested_age_0 Tensor float64
cumulative_tested_age_1 Tensor float64
cumulative_tested_age_2 Tensor float64
cumulative_tested_age_3 Tensor float64
cumulative_tested_age_4 Tensor float64
cumulative_tested_age_5 Tensor float64
cumulative_tested_age_6 Tensor float64
cumulative_tested_age_7 Tensor float64
cumulative_tested_age_8 Tensor float64
cumulative_tested_age_9 Tensor float64
cumulative_tested_female Tensor float64
cumulative_tested_male Tensor float64
cumulative_vaccine_doses_administered Tensor float64
cumulative_vaccine_doses_administered_janssen Tensor float64
cumulative_vaccine_doses_administered_moderna Tensor float64
cumulative_vaccine_doses_administered_pfizer Tensor float64
cumulative_ventilator_patients Tensor float64
current_hospitalized_patients Tensor float64
current_intensive_care_patients Tensor float64
current_ventilator_patients Tensor float64
datacommons_id Tensor string
date Tensor string
debt_relief Tensor float64
dew_point Tensor float64
diabetes_prevalence Tensor float64
elevation_m Tensor float64
emergency_investment_in_healthcare Tensor float64
facial_coverings Tensor float64
fiscal_measures Tensor float64
gdp_per_capita_usd Tensor float64
gdp_usd Tensor float64
health_expenditure_usd Tensor float64
hospital_beds_per_1000 Tensor float64
human_capital_index Tensor float64
human_development_index Tensor float64
income_support Tensor float64
infant_mortality_rate Tensor float64
international_support Tensor float64
international_travel_controls Tensor float64
investment_in_vaccines Tensor float64
iso_3166_1_alpha_2 Tensor string
iso_3166_1_alpha_3 Tensor string
latitude Tensor float64
life_expectancy Tensor float64
locality_code Tensor string
locality_name Tensor string
location_key Tensor string
longitude Tensor float64
maximum_temperature_celsius Tensor float64
minimum_temperature_celsius Tensor float64
mobility_grocery_and_pharmacy Tensor float64
mobility_parks Tensor float64
mobility_residential Tensor float64
mobility_retail_and_recreation Tensor float64
mobility_transit_stations Tensor float64
mobility_workplaces Tensor float64
new_confirmed Tensor float64
new_confirmed_age_0 Tensor float64
new_confirmed_age_1 Tensor float64
new_confirmed_age_2 Tensor float64
new_confirmed_age_3 Tensor float64
new_confirmed_age_4 Tensor float64
new_confirmed_age_5 Tensor float64
new_confirmed_age_6 Tensor float64
new_confirmed_age_7 Tensor float64
new_confirmed_age_8 Tensor float64
new_confirmed_age_9 Tensor float64
new_confirmed_female Tensor float64
new_confirmed_male Tensor float64
new_deceased Tensor float64
new_deceased_age_0 Tensor float64
new_deceased_age_1 Tensor float64
new_deceased_age_2 Tensor float64
new_deceased_age_3 Tensor float64
new_deceased_age_4 Tensor float64
new_deceased_age_5 Tensor float64
new_deceased_age_6 Tensor float64
new_deceased_age_7 Tensor float64
new_deceased_age_8 Tensor float64
new_deceased_age_9 Tensor float64
new_deceased_female Tensor float64
new_deceased_male Tensor float64
new_hospitalized_patients Tensor float64
new_hospitalized_patients_age_0 Tensor float64
new_hospitalized_patients_age_1 Tensor float64
new_hospitalized_patients_age_2 Tensor float64
new_hospitalized_patients_age_3 Tensor float64
new_hospitalized_patients_age_4 Tensor float64
new_hospitalized_patients_age_5 Tensor float64
new_hospitalized_patients_age_6 Tensor float64
new_hospitalized_patients_age_7 Tensor float64
new_hospitalized_patients_age_8 Tensor float64
new_hospitalized_patients_age_9 Tensor float64
new_hospitalized_patients_female Tensor float64
new_hospitalized_patients_male Tensor float64
new_intensive_care_patients Tensor float64
new_intensive_care_patients_age_0 Tensor float64
new_intensive_care_patients_age_1 Tensor float64
new_intensive_care_patients_age_2 Tensor float64
new_intensive_care_patients_age_3 Tensor float64
new_intensive_care_patients_age_4 Tensor float64
new_intensive_care_patients_age_5 Tensor float64
new_intensive_care_patients_age_6 Tensor float64
new_intensive_care_patients_age_7 Tensor float64
new_intensive_care_patients_age_8 Tensor float64
new_intensive_care_patients_age_9 Tensor float64
new_intensive_care_patients_female Tensor float64
new_intensive_care_patients_male Tensor float64
new_persons_fully_vaccinated Tensor float64
new_persons_fully_vaccinated_janssen Tensor float64
new_persons_fully_vaccinated_moderna Tensor float64
new_persons_fully_vaccinated_pfizer Tensor float64
new_persons_vaccinated Tensor float64
new_recovered Tensor float64
new_recovered_age_0 Tensor float64
new_recovered_age_1 Tensor float64
new_recovered_age_2 Tensor float64
new_recovered_age_3 Tensor float64
new_recovered_age_4 Tensor float64
new_recovered_age_5 Tensor float64
new_recovered_age_6 Tensor float64
new_recovered_age_7 Tensor float64
new_recovered_age_8 Tensor float64
new_recovered_age_9 Tensor float64
new_recovered_female Tensor float64
new_recovered_male Tensor float64
new_tested Tensor float64
new_tested_age_0 Tensor float64
new_tested_age_1 Tensor float64
new_tested_age_2 Tensor float64
new_tested_age_3 Tensor float64
new_tested_age_4 Tensor float64
new_tested_age_5 Tensor float64
new_tested_age_6 Tensor float64
new_tested_age_7 Tensor float64
new_tested_age_8 Tensor float64
new_tested_age_9 Tensor float64
new_tested_female Tensor float64
new_tested_male Tensor float64
new_vaccine_doses_administered Tensor float64
new_vaccine_doses_administered_janssen Tensor float64
new_vaccine_doses_administered_moderna Tensor float64
new_vaccine_doses_administered_pfizer Tensor float64
new_ventilator_patients Tensor float64
nurses_per_1000 Tensor float64
openstreetmap_id Tensor string
out_of_pocket_health_expenditure_usd Tensor float64
physicians_per_1000 Tensor float64
place_id Tensor string
pollution_mortality_rate Tensor float64
population Tensor float64
population_age_00_09 Tensor float64
population_age_10_19 Tensor float64
population_age_20_29 Tensor float64
population_age_30_39 Tensor float64
population_age_40_49 Tensor float64
population_age_50_59 Tensor float64
population_age_60_69 Tensor float64
population_age_70_79 Tensor float64
population_age_80_and_older Tensor float64
population_clustered Tensor float64
population_density Tensor float64
population_female Tensor float64
population_largest_city Tensor float64
population_male Tensor float64
population_rural Tensor float64
population_urban Tensor float64
public_information_campaigns Tensor float64
public_transport_closing Tensor float64
rainfall_mm Tensor float64
relative_humidity Tensor float64
restrictions_on_gatherings Tensor float64
restrictions_on_internal_movement Tensor float64
school_closing Tensor float64
search_trends_abdominal_obesity Tensor float64
search_trends_abdominal_pain Tensor float64
search_trends_acne Tensor float64
search_trends_actinic_keratosis Tensor float64
search_trends_acute_bronchitis Tensor float64
search_trends_adrenal_crisis Tensor float64
search_trends_ageusia Tensor float64
search_trends_alcoholism Tensor float64
search_trends_allergic_conjunctivitis Tensor float64
search_trends_allergy Tensor float64
search_trends_amblyopia Tensor float64
search_trends_amenorrhea Tensor float64
search_trends_amnesia Tensor float64
search_trends_anal_fissure Tensor float64
search_trends_anaphylaxis Tensor float64
search_trends_anemia Tensor float64
search_trends_angina_pectoris Tensor float64
search_trends_angioedema Tensor float64
search_trends_angular_cheilitis Tensor float64
search_trends_anosmia Tensor float64
search_trends_anxiety Tensor float64
search_trends_aphasia Tensor float64
search_trends_aphonia Tensor float64
search_trends_apnea Tensor float64
search_trends_arthralgia Tensor float64
search_trends_arthritis Tensor float64
search_trends_ascites Tensor float64
search_trends_asperger_syndrome Tensor float64
search_trends_asphyxia Tensor float64
search_trends_asthma Tensor float64
search_trends_astigmatism Tensor float64
search_trends_ataxia Tensor float64
search_trends_atheroma Tensor float64
search_trends_attention_deficit_hyperactivity_disorder Tensor float64
search_trends_auditory_hallucination Tensor float64
search_trends_autoimmune_disease Tensor float64
search_trends_avoidant_personality_disorder Tensor float64
search_trends_back_pain Tensor float64
search_trends_bacterial_vaginosis Tensor float64
search_trends_balance_disorder Tensor float64
search_trends_beaus_lines Tensor float64
search_trends_bells_palsy Tensor float64
search_trends_biliary_colic Tensor float64
search_trends_binge_eating Tensor float64
search_trends_bleeding Tensor float64
search_trends_bleeding_on_probing Tensor float64
search_trends_blepharospasm Tensor float64
search_trends_bloating Tensor float64
search_trends_blood_in_stool Tensor float64
search_trends_blurred_vision Tensor float64
search_trends_blushing Tensor float64
search_trends_boil Tensor float64
search_trends_bone_fracture Tensor float64
search_trends_bone_tumor Tensor float64
search_trends_bowel_obstruction Tensor float64
search_trends_bradycardia Tensor float64
search_trends_braxton_hicks_contractions Tensor float64
search_trends_breakthrough_bleeding Tensor float64
search_trends_breast_pain Tensor float64
search_trends_bronchitis Tensor float64
search_trends_bruise Tensor float64
search_trends_bruxism Tensor float64
search_trends_bunion Tensor float64
search_trends_burn Tensor float64
search_trends_burning_chest_pain Tensor float64
search_trends_burning_mouth_syndrome Tensor float64
search_trends_candidiasis Tensor float64
search_trends_canker_sore Tensor float64
search_trends_cardiac_arrest Tensor float64
search_trends_carpal_tunnel_syndrome Tensor float64
search_trends_cataplexy Tensor float64
search_trends_cataract Tensor float64
search_trends_chancre Tensor float64
search_trends_cheilitis Tensor float64
search_trends_chest_pain Tensor float64
search_trends_chills Tensor float64
search_trends_chorea Tensor float64
search_trends_chronic_pain Tensor float64
search_trends_cirrhosis Tensor float64
search_trends_cleft_lip_and_cleft_palate Tensor float64
search_trends_clouding_of_consciousness Tensor float64
search_trends_cluster_headache Tensor float64
search_trends_colitis Tensor float64
search_trends_coma Tensor float64
search_trends_common_cold Tensor float64
search_trends_compulsive_behavior Tensor float64
search_trends_compulsive_hoarding Tensor float64
search_trends_confusion Tensor float64
search_trends_congenital_heart_defect Tensor float64
search_trends_conjunctivitis Tensor float64
search_trends_constipation Tensor float64
search_trends_convulsion Tensor float64
search_trends_cough Tensor float64
search_trends_crackles Tensor float64
search_trends_cramp Tensor float64
search_trends_crepitus Tensor float64
search_trends_croup Tensor float64
search_trends_cyanosis Tensor float64
search_trends_dandruff Tensor float64
search_trends_delayed_onset_muscle_soreness Tensor float64
search_trends_dementia Tensor float64
search_trends_dentin_hypersensitivity Tensor float64
search_trends_depersonalization Tensor float64
search_trends_depression Tensor float64
search_trends_dermatitis Tensor float64
search_trends_desquamation Tensor float64
search_trends_developmental_disability Tensor float64
search_trends_diabetes Tensor float64
search_trends_diabetic_ketoacidosis Tensor float64
search_trends_diarrhea Tensor float64
search_trends_dizziness Tensor float64
search_trends_dry_eye_syndrome Tensor float64
search_trends_dysautonomia Tensor float64
search_trends_dysgeusia Tensor float64
search_trends_dysmenorrhea Tensor float64
search_trends_dyspareunia Tensor float64
search_trends_dysphagia Tensor float64
search_trends_dysphoria Tensor float64
search_trends_dystonia Tensor float64
search_trends_dysuria Tensor float64
search_trends_ear_pain Tensor float64
search_trends_eczema Tensor float64
search_trends_edema Tensor float64
search_trends_encephalitis Tensor float64
search_trends_encephalopathy Tensor float64
search_trends_epidermoid_cyst Tensor float64
search_trends_epilepsy Tensor float64
search_trends_epiphora Tensor float64
search_trends_erectile_dysfunction Tensor float64
search_trends_erythema Tensor float64
search_trends_erythema_chronicum_migrans Tensor float64
search_trends_esophagitis Tensor float64
search_trends_excessive_daytime_sleepiness Tensor float64
search_trends_eye_pain Tensor float64
search_trends_eye_strain Tensor float64
search_trends_facial_nerve_paralysis Tensor float64
search_trends_facial_swelling Tensor float64
search_trends_fasciculation Tensor float64
search_trends_fatigue Tensor float64
search_trends_fatty_liver_disease Tensor float64
search_trends_fecal_incontinence Tensor float64
search_trends_fever Tensor float64
search_trends_fibrillation Tensor float64
search_trends_fibrocystic_breast_changes Tensor float64
search_trends_fibromyalgia Tensor float64
search_trends_flatulence Tensor float64
search_trends_floater Tensor float64
search_trends_focal_seizure Tensor float64
search_trends_folate_deficiency Tensor float64
search_trends_food_craving Tensor float64
search_trends_food_intolerance Tensor float64
search_trends_frequent_urination Tensor float64
search_trends_gastroesophageal_reflux_disease Tensor float64
search_trends_gastroparesis Tensor float64
search_trends_generalized_anxiety_disorder Tensor float64
search_trends_genital_wart Tensor float64
search_trends_gingival_recession Tensor float64
search_trends_gingivitis Tensor float64
search_trends_globus_pharyngis Tensor float64
search_trends_goitre Tensor float64
search_trends_gout Tensor float64
search_trends_grandiosity Tensor float64
search_trends_granuloma Tensor float64
search_trends_guilt Tensor float64
search_trends_hair_loss Tensor float64
search_trends_halitosis Tensor float64
search_trends_hay_fever Tensor float64
search_trends_headache Tensor float64
search_trends_heart_arrhythmia Tensor float64
search_trends_heart_murmur Tensor float64
search_trends_heartburn Tensor float64
search_trends_hematochezia Tensor float64
search_trends_hematoma Tensor float64
search_trends_hematuria Tensor float64
search_trends_hemolysis Tensor float64
search_trends_hemoptysis Tensor float64
search_trends_hemorrhoids Tensor float64
search_trends_hepatic_encephalopathy Tensor float64
search_trends_hepatitis Tensor float64
search_trends_hepatotoxicity Tensor float64
search_trends_hiccup Tensor float64
search_trends_hip_pain Tensor float64
search_trends_hives Tensor float64
search_trends_hot_flash Tensor float64
search_trends_hydrocephalus Tensor float64
search_trends_hypercalcaemia Tensor float64
search_trends_hypercapnia Tensor float64
search_trends_hypercholesterolemia Tensor float64
search_trends_hyperemesis_gravidarum Tensor float64
search_trends_hyperglycemia Tensor float64
search_trends_hyperhidrosis Tensor float64
search_trends_hyperkalemia Tensor float64
search_trends_hyperlipidemia Tensor float64
search_trends_hypermobility Tensor float64
search_trends_hyperpigmentation Tensor float64
search_trends_hypersomnia Tensor float64
search_trends_hypertension Tensor float64
search_trends_hyperthermia Tensor float64
search_trends_hyperthyroidism Tensor float64
search_trends_hypertriglyceridemia Tensor float64
search_trends_hypertrophy Tensor float64
search_trends_hyperventilation Tensor float64
search_trends_hypocalcaemia Tensor float64
search_trends_hypochondriasis Tensor float64
search_trends_hypoglycemia Tensor float64
search_trends_hypogonadism Tensor float64
search_trends_hypokalemia Tensor float64
search_trends_hypomania Tensor float64
search_trends_hyponatremia Tensor float64
search_trends_hypotension Tensor float64
search_trends_hypothyroidism Tensor float64
search_trends_hypoxemia Tensor float64
search_trends_hypoxia Tensor float64
search_trends_impetigo Tensor float64
search_trends_implantation_bleeding Tensor float64
search_trends_impulsivity Tensor float64
search_trends_indigestion Tensor float64
search_trends_infection Tensor float64
search_trends_inflammation Tensor float64
search_trends_inflammatory_bowel_disease Tensor float64
search_trends_ingrown_hair Tensor float64
search_trends_insomnia Tensor float64
search_trends_insulin_resistance Tensor float64
search_trends_intermenstrual_bleeding Tensor float64
search_trends_intracranial_pressure Tensor float64
search_trends_iron_deficiency Tensor float64
search_trends_irregular_menstruation Tensor float64
search_trends_itch Tensor float64
search_trends_jaundice Tensor float64
search_trends_kidney_failure Tensor float64
search_trends_kidney_stone Tensor float64
search_trends_knee_pain Tensor float64
search_trends_kyphosis Tensor float64
search_trends_lactose_intolerance Tensor float64
search_trends_laryngitis Tensor float64
search_trends_leg_cramps Tensor float64
search_trends_lesion Tensor float64
search_trends_leukorrhea Tensor float64
search_trends_lightheadedness Tensor float64
search_trends_low_back_pain Tensor float64
search_trends_low_grade_fever Tensor float64
search_trends_lymphedema Tensor float64
search_trends_major_depressive_disorder Tensor float64
search_trends_malabsorption Tensor float64
search_trends_male_infertility Tensor float64
search_trends_manic_disorder Tensor float64
search_trends_melasma Tensor float64
search_trends_melena Tensor float64
search_trends_meningitis Tensor float64
search_trends_menorrhagia Tensor float64
search_trends_middle_back_pain Tensor float64
search_trends_migraine Tensor float64
search_trends_milium Tensor float64
search_trends_mitral_insufficiency Tensor float64
search_trends_mood_disorder Tensor float64
search_trends_mood_swing Tensor float64
search_trends_morning_sickness Tensor float64
search_trends_motion_sickness Tensor float64
search_trends_mouth_ulcer Tensor float64
search_trends_muscle_atrophy Tensor float64
search_trends_muscle_weakness Tensor float64
search_trends_myalgia Tensor float64
search_trends_mydriasis Tensor float64
search_trends_myocardial_infarction Tensor float64
search_trends_myoclonus Tensor float64
search_trends_nasal_congestion Tensor float64
search_trends_nasal_polyp Tensor float64
search_trends_nausea Tensor float64
search_trends_neck_mass Tensor float64
search_trends_neck_pain Tensor float64
search_trends_neonatal_jaundice Tensor float64
search_trends_nerve_injury Tensor float64
search_trends_neuralgia Tensor float64
search_trends_neutropenia Tensor float64
search_trends_night_sweats Tensor float64
search_trends_night_terror Tensor float64
search_trends_nocturnal_enuresis Tensor float64
search_trends_nodule Tensor float64
search_trends_nosebleed Tensor float64
search_trends_nystagmus Tensor float64
search_trends_obesity Tensor float64
search_trends_onychorrhexis Tensor float64
search_trends_oral_candidiasis Tensor float64
search_trends_orthostatic_hypotension Tensor float64
search_trends_osteopenia Tensor float64
search_trends_osteophyte Tensor float64
search_trends_osteoporosis Tensor float64
search_trends_otitis Tensor float64
search_trends_otitis_externa Tensor float64
search_trends_otitis_media Tensor float64
search_trends_pain Tensor float64
search_trends_palpitations Tensor float64
search_trends_pancreatitis Tensor float64
search_trends_panic_attack Tensor float64
search_trends_papule Tensor float64
search_trends_paranoia Tensor float64
search_trends_paresthesia Tensor float64
search_trends_pelvic_inflammatory_disease Tensor float64
search_trends_pericarditis Tensor float64
search_trends_periodontal_disease Tensor float64
search_trends_periorbital_puffiness Tensor float64
search_trends_peripheral_neuropathy Tensor float64
search_trends_perspiration Tensor float64
search_trends_petechia Tensor float64
search_trends_phlegm Tensor float64
search_trends_photodermatitis Tensor float64
search_trends_photophobia Tensor float64
search_trends_photopsia Tensor float64
search_trends_pleural_effusion Tensor float64
search_trends_pleurisy Tensor float64
search_trends_pneumonia Tensor float64
search_trends_podalgia Tensor float64
search_trends_polycythemia Tensor float64
search_trends_polydipsia Tensor float64
search_trends_polyneuropathy Tensor float64
search_trends_polyuria Tensor float64
search_trends_poor_posture Tensor float64
search_trends_post_nasal_drip Tensor float64
search_trends_postural_orthostatic_tachycardia_syndrome Tensor float64
search_trends_prediabetes Tensor float64
search_trends_proteinuria Tensor float64
search_trends_pruritus_ani Tensor float64
search_trends_psychosis Tensor float64
search_trends_ptosis Tensor float64
search_trends_pulmonary_edema Tensor float64
search_trends_pulmonary_hypertension Tensor float64
search_trends_purpura Tensor float64
search_trends_pus Tensor float64
search_trends_pyelonephritis Tensor float64
search_trends_radiculopathy Tensor float64
search_trends_rectal_pain Tensor float64
search_trends_rectal_prolapse Tensor float64
search_trends_red_eye Tensor float64
search_trends_renal_colic Tensor float64
search_trends_restless_legs_syndrome Tensor float64
search_trends_rheum Tensor float64
search_trends_rhinitis Tensor float64
search_trends_rhinorrhea Tensor float64
search_trends_rosacea Tensor float64
search_trends_round_ligament_pain Tensor float64
search_trends_rumination Tensor float64
search_trends_scar Tensor float64
search_trends_sciatica Tensor float64
search_trends_scoliosis Tensor float64
search_trends_seborrheic_dermatitis Tensor float64
search_trends_self_harm Tensor float64
search_trends_sensitivity_to_sound Tensor float64
search_trends_sexual_dysfunction Tensor float64
search_trends_shallow_breathing Tensor float64
search_trends_sharp_pain Tensor float64
search_trends_shivering Tensor float64
search_trends_shortness_of_breath Tensor float64
search_trends_shyness Tensor float64
search_trends_sinusitis Tensor float64
search_trends_skin_condition Tensor float64
search_trends_skin_rash Tensor float64
search_trends_skin_tag Tensor float64
search_trends_skin_ulcer Tensor float64
search_trends_sleep_apnea Tensor float64
search_trends_sleep_deprivation Tensor float64
search_trends_sleep_disorder Tensor float64
search_trends_snoring Tensor float64
search_trends_sore_throat Tensor float64
search_trends_spasticity Tensor float64
search_trends_splenomegaly Tensor float64
search_trends_sputum Tensor float64
search_trends_stomach_rumble Tensor float64
search_trends_strabismus Tensor float64
search_trends_stretch_marks Tensor float64
search_trends_stridor Tensor float64
search_trends_stroke Tensor float64
search_trends_stuttering Tensor float64
search_trends_subdural_hematoma Tensor float64
search_trends_suicidal_ideation Tensor float64
search_trends_swelling Tensor float64
search_trends_swollen_feet Tensor float64
search_trends_swollen_lymph_nodes Tensor float64
search_trends_syncope Tensor float64
search_trends_tachycardia Tensor float64
search_trends_tachypnea Tensor float64
search_trends_telangiectasia Tensor float64
search_trends_tenderness Tensor float64
search_trends_testicular_pain Tensor float64
search_trends_throat_irritation Tensor float64
search_trends_thrombocytopenia Tensor float64
search_trends_thyroid_nodule Tensor float64
search_trends_tic Tensor float64
search_trends_tinnitus Tensor float64
search_trends_tonsillitis Tensor float64
search_trends_toothache Tensor float64
search_trends_tremor Tensor float64
search_trends_trichoptilosis Tensor float64
search_trends_tumor Tensor float64
search_trends_type_2_diabetes Tensor float64
search_trends_unconsciousness Tensor float64
search_trends_underweight Tensor float64
search_trends_upper_respiratory_tract_infection Tensor float64
search_trends_urethritis Tensor float64
search_trends_urinary_incontinence Tensor float64
search_trends_urinary_tract_infection Tensor float64
search_trends_urinary_urgency Tensor float64
search_trends_uterine_contraction Tensor float64
search_trends_vaginal_bleeding Tensor float64
search_trends_vaginal_discharge Tensor float64
search_trends_vaginitis Tensor float64
search_trends_varicose_veins Tensor float64
search_trends_vasculitis Tensor float64
search_trends_ventricular_fibrillation Tensor float64
search_trends_ventricular_tachycardia Tensor float64
search_trends_vertigo Tensor float64
search_trends_viral_pneumonia Tensor float64
search_trends_visual_acuity Tensor float64
search_trends_vomiting Tensor float64
search_trends_wart Tensor float64
search_trends_water_retention Tensor float64
search_trends_weakness Tensor float64
search_trends_weight_gain Tensor float64
search_trends_wheeze Tensor float64
search_trends_xeroderma Tensor float64
search_trends_xerostomia Tensor float64
search_trends_yawn Tensor float64
smoking_prevalence Tensor float64
snowfall_mm Tensor float64
stay_at_home_requirements Tensor float64
stringency_index Tensor float64
subregion1_code Tensor string
subregion1_name Tensor string
subregion2_code Tensor string
subregion2_name Tensor string
testing_policy Tensor float64
vaccination_policy Tensor float64
wikidata_id Tensor string
workplace_closing Tensor float64
  • Citation:
@article{Wahltinez2020,
  author = "O. Wahltinez and others",
  year = 2020,
  title = "COVID-19 Open-Data: curating a fine-grained, global-scale data repository for SARS-CoV-2",
  note = "Work in progress",
  url = {https://goo.gle/covid-19-open-data},
}