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
  • Features:
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,
})
  • 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},
}