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