- 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.
Homepage: https://github.com/GoogleCloudPlatform/covid-19-open-data
Source code:
tfds.structured.covid19.Covid19
Versions:
1.0.0
(default): Initial release.
Download size:
693.43 MiB
Dataset size:
288.55 GiB
Auto-cached (documentation): No
Splits:
Split | Examples |
---|---|
'train' |
11,266,422 |
- Feature structure:
FeaturesDict({
'adult_female_mortality_rate': float64,
'adult_male_mortality_rate': float64,
'age_bin_0': string,
'age_bin_1': string,
'age_bin_2': string,
'age_bin_3': string,
'age_bin_4': string,
'age_bin_5': string,
'age_bin_6': string,
'age_bin_7': string,
'age_bin_8': string,
'age_bin_9': string,
'aggregation_level': float64,
'area_rural_sq_km': float64,
'area_sq_km': float64,
'area_urban_sq_km': float64,
'average_temperature_celsius': float64,
'cancel_public_events': float64,
'comorbidity_mortality_rate': float64,
'contact_tracing': float64,
'country_code': string,
'country_name': string,
'cumulative_confirmed': float64,
'cumulative_confirmed_age_0': float64,
'cumulative_confirmed_age_1': float64,
'cumulative_confirmed_age_2': float64,
'cumulative_confirmed_age_3': float64,
'cumulative_confirmed_age_4': float64,
'cumulative_confirmed_age_5': float64,
'cumulative_confirmed_age_6': float64,
'cumulative_confirmed_age_7': float64,
'cumulative_confirmed_age_8': float64,
'cumulative_confirmed_age_9': float64,
'cumulative_confirmed_female': float64,
'cumulative_confirmed_male': float64,
'cumulative_deceased': float64,
'cumulative_deceased_age_0': float64,
'cumulative_deceased_age_1': float64,
'cumulative_deceased_age_2': float64,
'cumulative_deceased_age_3': float64,
'cumulative_deceased_age_4': float64,
'cumulative_deceased_age_5': float64,
'cumulative_deceased_age_6': float64,
'cumulative_deceased_age_7': float64,
'cumulative_deceased_age_8': float64,
'cumulative_deceased_age_9': float64,
'cumulative_deceased_female': float64,
'cumulative_deceased_male': float64,
'cumulative_hospitalized_patients': float64,
'cumulative_hospitalized_patients_age_0': float64,
'cumulative_hospitalized_patients_age_1': float64,
'cumulative_hospitalized_patients_age_2': float64,
'cumulative_hospitalized_patients_age_3': float64,
'cumulative_hospitalized_patients_age_4': float64,
'cumulative_hospitalized_patients_age_5': float64,
'cumulative_hospitalized_patients_age_6': float64,
'cumulative_hospitalized_patients_age_7': float64,
'cumulative_hospitalized_patients_age_8': float64,
'cumulative_hospitalized_patients_age_9': float64,
'cumulative_hospitalized_patients_female': float64,
'cumulative_hospitalized_patients_male': float64,
'cumulative_intensive_care_patients': float64,
'cumulative_intensive_care_patients_age_0': float64,
'cumulative_intensive_care_patients_age_1': float64,
'cumulative_intensive_care_patients_age_2': float64,
'cumulative_intensive_care_patients_age_3': float64,
'cumulative_intensive_care_patients_age_4': float64,
'cumulative_intensive_care_patients_age_5': float64,
'cumulative_intensive_care_patients_age_6': float64,
'cumulative_intensive_care_patients_age_7': float64,
'cumulative_intensive_care_patients_age_8': float64,
'cumulative_intensive_care_patients_age_9': float64,
'cumulative_intensive_care_patients_female': float64,
'cumulative_intensive_care_patients_male': float64,
'cumulative_persons_fully_vaccinated': float64,
'cumulative_persons_fully_vaccinated_janssen': float64,
'cumulative_persons_fully_vaccinated_moderna': float64,
'cumulative_persons_fully_vaccinated_pfizer': float64,
'cumulative_persons_vaccinated': float64,
'cumulative_recovered': float64,
'cumulative_recovered_age_0': float64,
'cumulative_recovered_age_1': float64,
'cumulative_recovered_age_2': float64,
'cumulative_recovered_age_3': float64,
'cumulative_recovered_age_4': float64,
'cumulative_recovered_age_5': float64,
'cumulative_recovered_age_6': float64,
'cumulative_recovered_age_7': float64,
'cumulative_recovered_age_8': float64,
'cumulative_recovered_age_9': float64,
'cumulative_recovered_female': float64,
'cumulative_recovered_male': float64,
'cumulative_tested': float64,
'cumulative_tested_age_0': float64,
'cumulative_tested_age_1': float64,
'cumulative_tested_age_2': float64,
'cumulative_tested_age_3': float64,
'cumulative_tested_age_4': float64,
'cumulative_tested_age_5': float64,
'cumulative_tested_age_6': float64,
'cumulative_tested_age_7': float64,
'cumulative_tested_age_8': float64,
'cumulative_tested_age_9': float64,
'cumulative_tested_female': float64,
'cumulative_tested_male': float64,
'cumulative_vaccine_doses_administered': float64,
'cumulative_vaccine_doses_administered_janssen': float64,
'cumulative_vaccine_doses_administered_moderna': float64,
'cumulative_vaccine_doses_administered_pfizer': float64,
'cumulative_ventilator_patients': float64,
'current_hospitalized_patients': float64,
'current_intensive_care_patients': float64,
'current_ventilator_patients': float64,
'datacommons_id': string,
'date': string,
'debt_relief': float64,
'dew_point': float64,
'diabetes_prevalence': float64,
'elevation_m': float64,
'emergency_investment_in_healthcare': float64,
'facial_coverings': float64,
'fiscal_measures': float64,
'gdp_per_capita_usd': float64,
'gdp_usd': float64,
'health_expenditure_usd': float64,
'hospital_beds_per_1000': float64,
'human_capital_index': float64,
'human_development_index': float64,
'income_support': float64,
'infant_mortality_rate': float64,
'international_support': float64,
'international_travel_controls': float64,
'investment_in_vaccines': float64,
'iso_3166_1_alpha_2': string,
'iso_3166_1_alpha_3': string,
'latitude': float64,
'life_expectancy': float64,
'locality_code': string,
'locality_name': string,
'location_key': string,
'longitude': float64,
'maximum_temperature_celsius': float64,
'minimum_temperature_celsius': float64,
'mobility_grocery_and_pharmacy': float64,
'mobility_parks': float64,
'mobility_residential': float64,
'mobility_retail_and_recreation': float64,
'mobility_transit_stations': float64,
'mobility_workplaces': float64,
'new_confirmed': float64,
'new_confirmed_age_0': float64,
'new_confirmed_age_1': float64,
'new_confirmed_age_2': float64,
'new_confirmed_age_3': float64,
'new_confirmed_age_4': float64,
'new_confirmed_age_5': float64,
'new_confirmed_age_6': float64,
'new_confirmed_age_7': float64,
'new_confirmed_age_8': float64,
'new_confirmed_age_9': float64,
'new_confirmed_female': float64,
'new_confirmed_male': float64,
'new_deceased': float64,
'new_deceased_age_0': float64,
'new_deceased_age_1': float64,
'new_deceased_age_2': float64,
'new_deceased_age_3': float64,
'new_deceased_age_4': float64,
'new_deceased_age_5': float64,
'new_deceased_age_6': float64,
'new_deceased_age_7': float64,
'new_deceased_age_8': float64,
'new_deceased_age_9': float64,
'new_deceased_female': float64,
'new_deceased_male': float64,
'new_hospitalized_patients': float64,
'new_hospitalized_patients_age_0': float64,
'new_hospitalized_patients_age_1': float64,
'new_hospitalized_patients_age_2': float64,
'new_hospitalized_patients_age_3': float64,
'new_hospitalized_patients_age_4': float64,
'new_hospitalized_patients_age_5': float64,
'new_hospitalized_patients_age_6': float64,
'new_hospitalized_patients_age_7': float64,
'new_hospitalized_patients_age_8': float64,
'new_hospitalized_patients_age_9': float64,
'new_hospitalized_patients_female': float64,
'new_hospitalized_patients_male': float64,
'new_intensive_care_patients': float64,
'new_intensive_care_patients_age_0': float64,
'new_intensive_care_patients_age_1': float64,
'new_intensive_care_patients_age_2': float64,
'new_intensive_care_patients_age_3': float64,
'new_intensive_care_patients_age_4': float64,
'new_intensive_care_patients_age_5': float64,
'new_intensive_care_patients_age_6': float64,
'new_intensive_care_patients_age_7': float64,
'new_intensive_care_patients_age_8': float64,
'new_intensive_care_patients_age_9': float64,
'new_intensive_care_patients_female': float64,
'new_intensive_care_patients_male': float64,
'new_persons_fully_vaccinated': float64,
'new_persons_fully_vaccinated_janssen': float64,
'new_persons_fully_vaccinated_moderna': float64,
'new_persons_fully_vaccinated_pfizer': float64,
'new_persons_vaccinated': float64,
'new_recovered': float64,
'new_recovered_age_0': float64,
'new_recovered_age_1': float64,
'new_recovered_age_2': float64,
'new_recovered_age_3': float64,
'new_recovered_age_4': float64,
'new_recovered_age_5': float64,
'new_recovered_age_6': float64,
'new_recovered_age_7': float64,
'new_recovered_age_8': float64,
'new_recovered_age_9': float64,
'new_recovered_female': float64,
'new_recovered_male': float64,
'new_tested': float64,
'new_tested_age_0': float64,
'new_tested_age_1': float64,
'new_tested_age_2': float64,
'new_tested_age_3': float64,
'new_tested_age_4': float64,
'new_tested_age_5': float64,
'new_tested_age_6': float64,
'new_tested_age_7': float64,
'new_tested_age_8': float64,
'new_tested_age_9': float64,
'new_tested_female': float64,
'new_tested_male': float64,
'new_vaccine_doses_administered': float64,
'new_vaccine_doses_administered_janssen': float64,
'new_vaccine_doses_administered_moderna': float64,
'new_vaccine_doses_administered_pfizer': float64,
'new_ventilator_patients': float64,
'nurses_per_1000': float64,
'openstreetmap_id': string,
'out_of_pocket_health_expenditure_usd': float64,
'physicians_per_1000': float64,
'place_id': string,
'pollution_mortality_rate': float64,
'population': float64,
'population_age_00_09': float64,
'population_age_10_19': float64,
'population_age_20_29': float64,
'population_age_30_39': float64,
'population_age_40_49': float64,
'population_age_50_59': float64,
'population_age_60_69': float64,
'population_age_70_79': float64,
'population_age_80_and_older': float64,
'population_clustered': float64,
'population_density': float64,
'population_female': float64,
'population_largest_city': float64,
'population_male': float64,
'population_rural': float64,
'population_urban': float64,
'public_information_campaigns': float64,
'public_transport_closing': float64,
'rainfall_mm': float64,
'relative_humidity': float64,
'restrictions_on_gatherings': float64,
'restrictions_on_internal_movement': float64,
'school_closing': float64,
'search_trends_abdominal_obesity': float64,
'search_trends_abdominal_pain': float64,
'search_trends_acne': float64,
'search_trends_actinic_keratosis': float64,
'search_trends_acute_bronchitis': float64,
'search_trends_adrenal_crisis': float64,
'search_trends_ageusia': float64,
'search_trends_alcoholism': float64,
'search_trends_allergic_conjunctivitis': float64,
'search_trends_allergy': float64,
'search_trends_amblyopia': float64,
'search_trends_amenorrhea': float64,
'search_trends_amnesia': float64,
'search_trends_anal_fissure': float64,
'search_trends_anaphylaxis': float64,
'search_trends_anemia': float64,
'search_trends_angina_pectoris': float64,
'search_trends_angioedema': float64,
'search_trends_angular_cheilitis': float64,
'search_trends_anosmia': float64,
'search_trends_anxiety': float64,
'search_trends_aphasia': float64,
'search_trends_aphonia': float64,
'search_trends_apnea': float64,
'search_trends_arthralgia': float64,
'search_trends_arthritis': float64,
'search_trends_ascites': float64,
'search_trends_asperger_syndrome': float64,
'search_trends_asphyxia': float64,
'search_trends_asthma': float64,
'search_trends_astigmatism': float64,
'search_trends_ataxia': float64,
'search_trends_atheroma': float64,
'search_trends_attention_deficit_hyperactivity_disorder': float64,
'search_trends_auditory_hallucination': float64,
'search_trends_autoimmune_disease': float64,
'search_trends_avoidant_personality_disorder': float64,
'search_trends_back_pain': float64,
'search_trends_bacterial_vaginosis': float64,
'search_trends_balance_disorder': float64,
'search_trends_beaus_lines': float64,
'search_trends_bells_palsy': float64,
'search_trends_biliary_colic': float64,
'search_trends_binge_eating': float64,
'search_trends_bleeding': float64,
'search_trends_bleeding_on_probing': float64,
'search_trends_blepharospasm': float64,
'search_trends_bloating': float64,
'search_trends_blood_in_stool': float64,
'search_trends_blurred_vision': float64,
'search_trends_blushing': float64,
'search_trends_boil': float64,
'search_trends_bone_fracture': float64,
'search_trends_bone_tumor': float64,
'search_trends_bowel_obstruction': float64,
'search_trends_bradycardia': float64,
'search_trends_braxton_hicks_contractions': float64,
'search_trends_breakthrough_bleeding': float64,
'search_trends_breast_pain': float64,
'search_trends_bronchitis': float64,
'search_trends_bruise': float64,
'search_trends_bruxism': float64,
'search_trends_bunion': float64,
'search_trends_burn': float64,
'search_trends_burning_chest_pain': float64,
'search_trends_burning_mouth_syndrome': float64,
'search_trends_candidiasis': float64,
'search_trends_canker_sore': float64,
'search_trends_cardiac_arrest': float64,
'search_trends_carpal_tunnel_syndrome': float64,
'search_trends_cataplexy': float64,
'search_trends_cataract': float64,
'search_trends_chancre': float64,
'search_trends_cheilitis': float64,
'search_trends_chest_pain': float64,
'search_trends_chills': float64,
'search_trends_chorea': float64,
'search_trends_chronic_pain': float64,
'search_trends_cirrhosis': float64,
'search_trends_cleft_lip_and_cleft_palate': float64,
'search_trends_clouding_of_consciousness': float64,
'search_trends_cluster_headache': float64,
'search_trends_colitis': float64,
'search_trends_coma': float64,
'search_trends_common_cold': float64,
'search_trends_compulsive_behavior': float64,
'search_trends_compulsive_hoarding': float64,
'search_trends_confusion': float64,
'search_trends_congenital_heart_defect': float64,
'search_trends_conjunctivitis': float64,
'search_trends_constipation': float64,
'search_trends_convulsion': float64,
'search_trends_cough': float64,
'search_trends_crackles': float64,
'search_trends_cramp': float64,
'search_trends_crepitus': float64,
'search_trends_croup': float64,
'search_trends_cyanosis': float64,
'search_trends_dandruff': float64,
'search_trends_delayed_onset_muscle_soreness': float64,
'search_trends_dementia': float64,
'search_trends_dentin_hypersensitivity': float64,
'search_trends_depersonalization': float64,
'search_trends_depression': float64,
'search_trends_dermatitis': float64,
'search_trends_desquamation': float64,
'search_trends_developmental_disability': float64,
'search_trends_diabetes': float64,
'search_trends_diabetic_ketoacidosis': float64,
'search_trends_diarrhea': float64,
'search_trends_dizziness': float64,
'search_trends_dry_eye_syndrome': float64,
'search_trends_dysautonomia': float64,
'search_trends_dysgeusia': float64,
'search_trends_dysmenorrhea': float64,
'search_trends_dyspareunia': float64,
'search_trends_dysphagia': float64,
'search_trends_dysphoria': float64,
'search_trends_dystonia': float64,
'search_trends_dysuria': float64,
'search_trends_ear_pain': float64,
'search_trends_eczema': float64,
'search_trends_edema': float64,
'search_trends_encephalitis': float64,
'search_trends_encephalopathy': float64,
'search_trends_epidermoid_cyst': float64,
'search_trends_epilepsy': float64,
'search_trends_epiphora': float64,
'search_trends_erectile_dysfunction': float64,
'search_trends_erythema': float64,
'search_trends_erythema_chronicum_migrans': float64,
'search_trends_esophagitis': float64,
'search_trends_excessive_daytime_sleepiness': float64,
'search_trends_eye_pain': float64,
'search_trends_eye_strain': float64,
'search_trends_facial_nerve_paralysis': float64,
'search_trends_facial_swelling': float64,
'search_trends_fasciculation': float64,
'search_trends_fatigue': float64,
'search_trends_fatty_liver_disease': float64,
'search_trends_fecal_incontinence': float64,
'search_trends_fever': float64,
'search_trends_fibrillation': float64,
'search_trends_fibrocystic_breast_changes': float64,
'search_trends_fibromyalgia': float64,
'search_trends_flatulence': float64,
'search_trends_floater': float64,
'search_trends_focal_seizure': float64,
'search_trends_folate_deficiency': float64,
'search_trends_food_craving': float64,
'search_trends_food_intolerance': float64,
'search_trends_frequent_urination': float64,
'search_trends_gastroesophageal_reflux_disease': float64,
'search_trends_gastroparesis': float64,
'search_trends_generalized_anxiety_disorder': float64,
'search_trends_genital_wart': float64,
'search_trends_gingival_recession': float64,
'search_trends_gingivitis': float64,
'search_trends_globus_pharyngis': float64,
'search_trends_goitre': float64,
'search_trends_gout': float64,
'search_trends_grandiosity': float64,
'search_trends_granuloma': float64,
'search_trends_guilt': float64,
'search_trends_hair_loss': float64,
'search_trends_halitosis': float64,
'search_trends_hay_fever': float64,
'search_trends_headache': float64,
'search_trends_heart_arrhythmia': float64,
'search_trends_heart_murmur': float64,
'search_trends_heartburn': float64,
'search_trends_hematochezia': float64,
'search_trends_hematoma': float64,
'search_trends_hematuria': float64,
'search_trends_hemolysis': float64,
'search_trends_hemoptysis': float64,
'search_trends_hemorrhoids': float64,
'search_trends_hepatic_encephalopathy': float64,
'search_trends_hepatitis': float64,
'search_trends_hepatotoxicity': float64,
'search_trends_hiccup': float64,
'search_trends_hip_pain': float64,
'search_trends_hives': float64,
'search_trends_hot_flash': float64,
'search_trends_hydrocephalus': float64,
'search_trends_hypercalcaemia': float64,
'search_trends_hypercapnia': float64,
'search_trends_hypercholesterolemia': float64,
'search_trends_hyperemesis_gravidarum': float64,
'search_trends_hyperglycemia': float64,
'search_trends_hyperhidrosis': float64,
'search_trends_hyperkalemia': float64,
'search_trends_hyperlipidemia': float64,
'search_trends_hypermobility': float64,
'search_trends_hyperpigmentation': float64,
'search_trends_hypersomnia': float64,
'search_trends_hypertension': float64,
'search_trends_hyperthermia': float64,
'search_trends_hyperthyroidism': float64,
'search_trends_hypertriglyceridemia': float64,
'search_trends_hypertrophy': float64,
'search_trends_hyperventilation': float64,
'search_trends_hypocalcaemia': float64,
'search_trends_hypochondriasis': float64,
'search_trends_hypoglycemia': float64,
'search_trends_hypogonadism': float64,
'search_trends_hypokalemia': float64,
'search_trends_hypomania': float64,
'search_trends_hyponatremia': float64,
'search_trends_hypotension': float64,
'search_trends_hypothyroidism': float64,
'search_trends_hypoxemia': float64,
'search_trends_hypoxia': float64,
'search_trends_impetigo': float64,
'search_trends_implantation_bleeding': float64,
'search_trends_impulsivity': float64,
'search_trends_indigestion': float64,
'search_trends_infection': float64,
'search_trends_inflammation': float64,
'search_trends_inflammatory_bowel_disease': float64,
'search_trends_ingrown_hair': float64,
'search_trends_insomnia': float64,
'search_trends_insulin_resistance': float64,
'search_trends_intermenstrual_bleeding': float64,
'search_trends_intracranial_pressure': float64,
'search_trends_iron_deficiency': float64,
'search_trends_irregular_menstruation': float64,
'search_trends_itch': float64,
'search_trends_jaundice': float64,
'search_trends_kidney_failure': float64,
'search_trends_kidney_stone': float64,
'search_trends_knee_pain': float64,
'search_trends_kyphosis': float64,
'search_trends_lactose_intolerance': float64,
'search_trends_laryngitis': float64,
'search_trends_leg_cramps': float64,
'search_trends_lesion': float64,
'search_trends_leukorrhea': float64,
'search_trends_lightheadedness': float64,
'search_trends_low_back_pain': float64,
'search_trends_low_grade_fever': float64,
'search_trends_lymphedema': float64,
'search_trends_major_depressive_disorder': float64,
'search_trends_malabsorption': float64,
'search_trends_male_infertility': float64,
'search_trends_manic_disorder': float64,
'search_trends_melasma': float64,
'search_trends_melena': float64,
'search_trends_meningitis': float64,
'search_trends_menorrhagia': float64,
'search_trends_middle_back_pain': float64,
'search_trends_migraine': float64,
'search_trends_milium': float64,
'search_trends_mitral_insufficiency': float64,
'search_trends_mood_disorder': float64,
'search_trends_mood_swing': float64,
'search_trends_morning_sickness': float64,
'search_trends_motion_sickness': float64,
'search_trends_mouth_ulcer': float64,
'search_trends_muscle_atrophy': float64,
'search_trends_muscle_weakness': float64,
'search_trends_myalgia': float64,
'search_trends_mydriasis': float64,
'search_trends_myocardial_infarction': float64,
'search_trends_myoclonus': float64,
'search_trends_nasal_congestion': float64,
'search_trends_nasal_polyp': float64,
'search_trends_nausea': float64,
'search_trends_neck_mass': float64,
'search_trends_neck_pain': float64,
'search_trends_neonatal_jaundice': float64,
'search_trends_nerve_injury': float64,
'search_trends_neuralgia': float64,
'search_trends_neutropenia': float64,
'search_trends_night_sweats': float64,
'search_trends_night_terror': float64,
'search_trends_nocturnal_enuresis': float64,
'search_trends_nodule': float64,
'search_trends_nosebleed': float64,
'search_trends_nystagmus': float64,
'search_trends_obesity': float64,
'search_trends_onychorrhexis': float64,
'search_trends_oral_candidiasis': float64,
'search_trends_orthostatic_hypotension': float64,
'search_trends_osteopenia': float64,
'search_trends_osteophyte': float64,
'search_trends_osteoporosis': float64,
'search_trends_otitis': float64,
'search_trends_otitis_externa': float64,
'search_trends_otitis_media': float64,
'search_trends_pain': float64,
'search_trends_palpitations': float64,
'search_trends_pancreatitis': float64,
'search_trends_panic_attack': float64,
'search_trends_papule': float64,
'search_trends_paranoia': float64,
'search_trends_paresthesia': float64,
'search_trends_pelvic_inflammatory_disease': float64,
'search_trends_pericarditis': float64,
'search_trends_periodontal_disease': float64,
'search_trends_periorbital_puffiness': float64,
'search_trends_peripheral_neuropathy': float64,
'search_trends_perspiration': float64,
'search_trends_petechia': float64,
'search_trends_phlegm': float64,
'search_trends_photodermatitis': float64,
'search_trends_photophobia': float64,
'search_trends_photopsia': float64,
'search_trends_pleural_effusion': float64,
'search_trends_pleurisy': float64,
'search_trends_pneumonia': float64,
'search_trends_podalgia': float64,
'search_trends_polycythemia': float64,
'search_trends_polydipsia': float64,
'search_trends_polyneuropathy': float64,
'search_trends_polyuria': float64,
'search_trends_poor_posture': float64,
'search_trends_post_nasal_drip': float64,
'search_trends_postural_orthostatic_tachycardia_syndrome': float64,
'search_trends_prediabetes': float64,
'search_trends_proteinuria': float64,
'search_trends_pruritus_ani': float64,
'search_trends_psychosis': float64,
'search_trends_ptosis': float64,
'search_trends_pulmonary_edema': float64,
'search_trends_pulmonary_hypertension': float64,
'search_trends_purpura': float64,
'search_trends_pus': float64,
'search_trends_pyelonephritis': float64,
'search_trends_radiculopathy': float64,
'search_trends_rectal_pain': float64,
'search_trends_rectal_prolapse': float64,
'search_trends_red_eye': float64,
'search_trends_renal_colic': float64,
'search_trends_restless_legs_syndrome': float64,
'search_trends_rheum': float64,
'search_trends_rhinitis': float64,
'search_trends_rhinorrhea': float64,
'search_trends_rosacea': float64,
'search_trends_round_ligament_pain': float64,
'search_trends_rumination': float64,
'search_trends_scar': float64,
'search_trends_sciatica': float64,
'search_trends_scoliosis': float64,
'search_trends_seborrheic_dermatitis': float64,
'search_trends_self_harm': float64,
'search_trends_sensitivity_to_sound': float64,
'search_trends_sexual_dysfunction': float64,
'search_trends_shallow_breathing': float64,
'search_trends_sharp_pain': float64,
'search_trends_shivering': float64,
'search_trends_shortness_of_breath': float64,
'search_trends_shyness': float64,
'search_trends_sinusitis': float64,
'search_trends_skin_condition': float64,
'search_trends_skin_rash': float64,
'search_trends_skin_tag': float64,
'search_trends_skin_ulcer': float64,
'search_trends_sleep_apnea': float64,
'search_trends_sleep_deprivation': float64,
'search_trends_sleep_disorder': float64,
'search_trends_snoring': float64,
'search_trends_sore_throat': float64,
'search_trends_spasticity': float64,
'search_trends_splenomegaly': float64,
'search_trends_sputum': float64,
'search_trends_stomach_rumble': float64,
'search_trends_strabismus': float64,
'search_trends_stretch_marks': float64,
'search_trends_stridor': float64,
'search_trends_stroke': float64,
'search_trends_stuttering': float64,
'search_trends_subdural_hematoma': float64,
'search_trends_suicidal_ideation': float64,
'search_trends_swelling': float64,
'search_trends_swollen_feet': float64,
'search_trends_swollen_lymph_nodes': float64,
'search_trends_syncope': float64,
'search_trends_tachycardia': float64,
'search_trends_tachypnea': float64,
'search_trends_telangiectasia': float64,
'search_trends_tenderness': float64,
'search_trends_testicular_pain': float64,
'search_trends_throat_irritation': float64,
'search_trends_thrombocytopenia': float64,
'search_trends_thyroid_nodule': float64,
'search_trends_tic': float64,
'search_trends_tinnitus': float64,
'search_trends_tonsillitis': float64,
'search_trends_toothache': float64,
'search_trends_tremor': float64,
'search_trends_trichoptilosis': float64,
'search_trends_tumor': float64,
'search_trends_type_2_diabetes': float64,
'search_trends_unconsciousness': float64,
'search_trends_underweight': float64,
'search_trends_upper_respiratory_tract_infection': float64,
'search_trends_urethritis': float64,
'search_trends_urinary_incontinence': float64,
'search_trends_urinary_tract_infection': float64,
'search_trends_urinary_urgency': float64,
'search_trends_uterine_contraction': float64,
'search_trends_vaginal_bleeding': float64,
'search_trends_vaginal_discharge': float64,
'search_trends_vaginitis': float64,
'search_trends_varicose_veins': float64,
'search_trends_vasculitis': float64,
'search_trends_ventricular_fibrillation': float64,
'search_trends_ventricular_tachycardia': float64,
'search_trends_vertigo': float64,
'search_trends_viral_pneumonia': float64,
'search_trends_visual_acuity': float64,
'search_trends_vomiting': float64,
'search_trends_wart': float64,
'search_trends_water_retention': float64,
'search_trends_weakness': float64,
'search_trends_weight_gain': float64,
'search_trends_wheeze': float64,
'search_trends_xeroderma': float64,
'search_trends_xerostomia': float64,
'search_trends_yawn': float64,
'smoking_prevalence': float64,
'snowfall_mm': float64,
'stay_at_home_requirements': float64,
'stringency_index': float64,
'subregion1_code': string,
'subregion1_name': string,
'subregion2_code': string,
'subregion2_name': string,
'testing_policy': float64,
'vaccination_policy': float64,
'wikidata_id': string,
'workplace_closing': float64,
})
- Feature documentation:
Feature | Class | Shape | Dtype | Description |
---|---|---|---|---|
FeaturesDict | ||||
adult_female_mortality_rate | Tensor | float64 | ||
adult_male_mortality_rate | Tensor | float64 | ||
age_bin_0 | Tensor | string | ||
age_bin_1 | Tensor | string | ||
age_bin_2 | Tensor | string | ||
age_bin_3 | Tensor | string | ||
age_bin_4 | Tensor | string | ||
age_bin_5 | Tensor | string | ||
age_bin_6 | Tensor | string | ||
age_bin_7 | Tensor | string | ||
age_bin_8 | Tensor | string | ||
age_bin_9 | Tensor | string | ||
aggregation_level | Tensor | float64 | ||
area_rural_sq_km | Tensor | float64 | ||
area_sq_km | Tensor | float64 | ||
area_urban_sq_km | Tensor | float64 | ||
average_temperature_celsius | Tensor | float64 | ||
cancel_public_events | Tensor | float64 | ||
comorbidity_mortality_rate | Tensor | float64 | ||
contact_tracing | Tensor | float64 | ||
country_code | Tensor | string | ||
country_name | Tensor | string | ||
cumulative_confirmed | Tensor | float64 | ||
cumulative_confirmed_age_0 | Tensor | float64 | ||
cumulative_confirmed_age_1 | Tensor | float64 | ||
cumulative_confirmed_age_2 | Tensor | float64 | ||
cumulative_confirmed_age_3 | Tensor | float64 | ||
cumulative_confirmed_age_4 | Tensor | float64 | ||
cumulative_confirmed_age_5 | Tensor | float64 | ||
cumulative_confirmed_age_6 | Tensor | float64 | ||
cumulative_confirmed_age_7 | Tensor | float64 | ||
cumulative_confirmed_age_8 | Tensor | float64 | ||
cumulative_confirmed_age_9 | Tensor | float64 | ||
cumulative_confirmed_female | Tensor | float64 | ||
cumulative_confirmed_male | Tensor | float64 | ||
cumulative_deceased | Tensor | float64 | ||
cumulative_deceased_age_0 | Tensor | float64 | ||
cumulative_deceased_age_1 | Tensor | float64 | ||
cumulative_deceased_age_2 | Tensor | float64 | ||
cumulative_deceased_age_3 | Tensor | float64 | ||
cumulative_deceased_age_4 | Tensor | float64 | ||
cumulative_deceased_age_5 | Tensor | float64 | ||
cumulative_deceased_age_6 | Tensor | float64 | ||
cumulative_deceased_age_7 | Tensor | float64 | ||
cumulative_deceased_age_8 | Tensor | float64 | ||
cumulative_deceased_age_9 | Tensor | float64 | ||
cumulative_deceased_female | Tensor | float64 | ||
cumulative_deceased_male | Tensor | float64 | ||
cumulative_hospitalized_patients | Tensor | float64 | ||
cumulative_hospitalized_patients_age_0 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_1 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_2 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_3 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_4 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_5 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_6 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_7 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_8 | Tensor | float64 | ||
cumulative_hospitalized_patients_age_9 | Tensor | float64 | ||
cumulative_hospitalized_patients_female | Tensor | float64 | ||
cumulative_hospitalized_patients_male | Tensor | float64 | ||
cumulative_intensive_care_patients | Tensor | float64 | ||
cumulative_intensive_care_patients_age_0 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_1 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_2 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_3 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_4 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_5 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_6 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_7 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_8 | Tensor | float64 | ||
cumulative_intensive_care_patients_age_9 | Tensor | float64 | ||
cumulative_intensive_care_patients_female | Tensor | float64 | ||
cumulative_intensive_care_patients_male | Tensor | float64 | ||
cumulative_persons_fully_vaccinated | Tensor | float64 | ||
cumulative_persons_fully_vaccinated_janssen | Tensor | float64 | ||
cumulative_persons_fully_vaccinated_moderna | Tensor | float64 | ||
cumulative_persons_fully_vaccinated_pfizer | Tensor | float64 | ||
cumulative_persons_vaccinated | Tensor | float64 | ||
cumulative_recovered | Tensor | float64 | ||
cumulative_recovered_age_0 | Tensor | float64 | ||
cumulative_recovered_age_1 | Tensor | float64 | ||
cumulative_recovered_age_2 | Tensor | float64 | ||
cumulative_recovered_age_3 | Tensor | float64 | ||
cumulative_recovered_age_4 | Tensor | float64 | ||
cumulative_recovered_age_5 | Tensor | float64 | ||
cumulative_recovered_age_6 | Tensor | float64 | ||
cumulative_recovered_age_7 | Tensor | float64 | ||
cumulative_recovered_age_8 | Tensor | float64 | ||
cumulative_recovered_age_9 | Tensor | float64 | ||
cumulative_recovered_female | Tensor | float64 | ||
cumulative_recovered_male | Tensor | float64 | ||
cumulative_tested | Tensor | float64 | ||
cumulative_tested_age_0 | Tensor | float64 | ||
cumulative_tested_age_1 | Tensor | float64 | ||
cumulative_tested_age_2 | Tensor | float64 | ||
cumulative_tested_age_3 | Tensor | float64 | ||
cumulative_tested_age_4 | Tensor | float64 | ||
cumulative_tested_age_5 | Tensor | float64 | ||
cumulative_tested_age_6 | Tensor | float64 | ||
cumulative_tested_age_7 | Tensor | float64 | ||
cumulative_tested_age_8 | Tensor | float64 | ||
cumulative_tested_age_9 | Tensor | float64 | ||
cumulative_tested_female | Tensor | float64 | ||
cumulative_tested_male | Tensor | float64 | ||
cumulative_vaccine_doses_administered | Tensor | float64 | ||
cumulative_vaccine_doses_administered_janssen | Tensor | float64 | ||
cumulative_vaccine_doses_administered_moderna | Tensor | float64 | ||
cumulative_vaccine_doses_administered_pfizer | Tensor | float64 | ||
cumulative_ventilator_patients | Tensor | float64 | ||
current_hospitalized_patients | Tensor | float64 | ||
current_intensive_care_patients | Tensor | float64 | ||
current_ventilator_patients | Tensor | float64 | ||
datacommons_id | Tensor | string | ||
date | Tensor | string | ||
debt_relief | Tensor | float64 | ||
dew_point | Tensor | float64 | ||
diabetes_prevalence | Tensor | float64 | ||
elevation_m | Tensor | float64 | ||
emergency_investment_in_healthcare | Tensor | float64 | ||
facial_coverings | Tensor | float64 | ||
fiscal_measures | Tensor | float64 | ||
gdp_per_capita_usd | Tensor | float64 | ||
gdp_usd | Tensor | float64 | ||
health_expenditure_usd | Tensor | float64 | ||
hospital_beds_per_1000 | Tensor | float64 | ||
human_capital_index | Tensor | float64 | ||
human_development_index | Tensor | float64 | ||
income_support | Tensor | float64 | ||
infant_mortality_rate | Tensor | float64 | ||
international_support | Tensor | float64 | ||
international_travel_controls | Tensor | float64 | ||
investment_in_vaccines | Tensor | float64 | ||
iso_3166_1_alpha_2 | Tensor | string | ||
iso_3166_1_alpha_3 | Tensor | string | ||
latitude | Tensor | float64 | ||
life_expectancy | Tensor | float64 | ||
locality_code | Tensor | string | ||
locality_name | Tensor | string | ||
location_key | Tensor | string | ||
longitude | Tensor | float64 | ||
maximum_temperature_celsius | Tensor | float64 | ||
minimum_temperature_celsius | Tensor | float64 | ||
mobility_grocery_and_pharmacy | Tensor | float64 | ||
mobility_parks | Tensor | float64 | ||
mobility_residential | Tensor | float64 | ||
mobility_retail_and_recreation | Tensor | float64 | ||
mobility_transit_stations | Tensor | float64 | ||
mobility_workplaces | Tensor | float64 | ||
new_confirmed | Tensor | float64 | ||
new_confirmed_age_0 | Tensor | float64 | ||
new_confirmed_age_1 | Tensor | float64 | ||
new_confirmed_age_2 | Tensor | float64 | ||
new_confirmed_age_3 | Tensor | float64 | ||
new_confirmed_age_4 | Tensor | float64 | ||
new_confirmed_age_5 | Tensor | float64 | ||
new_confirmed_age_6 | Tensor | float64 | ||
new_confirmed_age_7 | Tensor | float64 | ||
new_confirmed_age_8 | Tensor | float64 | ||
new_confirmed_age_9 | Tensor | float64 | ||
new_confirmed_female | Tensor | float64 | ||
new_confirmed_male | Tensor | float64 | ||
new_deceased | Tensor | float64 | ||
new_deceased_age_0 | Tensor | float64 | ||
new_deceased_age_1 | Tensor | float64 | ||
new_deceased_age_2 | Tensor | float64 | ||
new_deceased_age_3 | Tensor | float64 | ||
new_deceased_age_4 | Tensor | float64 | ||
new_deceased_age_5 | Tensor | float64 | ||
new_deceased_age_6 | Tensor | float64 | ||
new_deceased_age_7 | Tensor | float64 | ||
new_deceased_age_8 | Tensor | float64 | ||
new_deceased_age_9 | Tensor | float64 | ||
new_deceased_female | Tensor | float64 | ||
new_deceased_male | Tensor | float64 | ||
new_hospitalized_patients | Tensor | float64 | ||
new_hospitalized_patients_age_0 | Tensor | float64 | ||
new_hospitalized_patients_age_1 | Tensor | float64 | ||
new_hospitalized_patients_age_2 | Tensor | float64 | ||
new_hospitalized_patients_age_3 | Tensor | float64 | ||
new_hospitalized_patients_age_4 | Tensor | float64 | ||
new_hospitalized_patients_age_5 | Tensor | float64 | ||
new_hospitalized_patients_age_6 | Tensor | float64 | ||
new_hospitalized_patients_age_7 | Tensor | float64 | ||
new_hospitalized_patients_age_8 | Tensor | float64 | ||
new_hospitalized_patients_age_9 | Tensor | float64 | ||
new_hospitalized_patients_female | Tensor | float64 | ||
new_hospitalized_patients_male | Tensor | float64 | ||
new_intensive_care_patients | Tensor | float64 | ||
new_intensive_care_patients_age_0 | Tensor | float64 | ||
new_intensive_care_patients_age_1 | Tensor | float64 | ||
new_intensive_care_patients_age_2 | Tensor | float64 | ||
new_intensive_care_patients_age_3 | Tensor | float64 | ||
new_intensive_care_patients_age_4 | Tensor | float64 | ||
new_intensive_care_patients_age_5 | Tensor | float64 | ||
new_intensive_care_patients_age_6 | Tensor | float64 | ||
new_intensive_care_patients_age_7 | Tensor | float64 | ||
new_intensive_care_patients_age_8 | Tensor | float64 | ||
new_intensive_care_patients_age_9 | Tensor | float64 | ||
new_intensive_care_patients_female | Tensor | float64 | ||
new_intensive_care_patients_male | Tensor | float64 | ||
new_persons_fully_vaccinated | Tensor | float64 | ||
new_persons_fully_vaccinated_janssen | Tensor | float64 | ||
new_persons_fully_vaccinated_moderna | Tensor | float64 | ||
new_persons_fully_vaccinated_pfizer | Tensor | float64 | ||
new_persons_vaccinated | Tensor | float64 | ||
new_recovered | Tensor | float64 | ||
new_recovered_age_0 | Tensor | float64 | ||
new_recovered_age_1 | Tensor | float64 | ||
new_recovered_age_2 | Tensor | float64 | ||
new_recovered_age_3 | Tensor | float64 | ||
new_recovered_age_4 | Tensor | float64 | ||
new_recovered_age_5 | Tensor | float64 | ||
new_recovered_age_6 | Tensor | float64 | ||
new_recovered_age_7 | Tensor | float64 | ||
new_recovered_age_8 | Tensor | float64 | ||
new_recovered_age_9 | Tensor | float64 | ||
new_recovered_female | Tensor | float64 | ||
new_recovered_male | Tensor | float64 | ||
new_tested | Tensor | float64 | ||
new_tested_age_0 | Tensor | float64 | ||
new_tested_age_1 | Tensor | float64 | ||
new_tested_age_2 | Tensor | float64 | ||
new_tested_age_3 | Tensor | float64 | ||
new_tested_age_4 | Tensor | float64 | ||
new_tested_age_5 | Tensor | float64 | ||
new_tested_age_6 | Tensor | float64 | ||
new_tested_age_7 | Tensor | float64 | ||
new_tested_age_8 | Tensor | float64 | ||
new_tested_age_9 | Tensor | float64 | ||
new_tested_female | Tensor | float64 | ||
new_tested_male | Tensor | float64 | ||
new_vaccine_doses_administered | Tensor | float64 | ||
new_vaccine_doses_administered_janssen | Tensor | float64 | ||
new_vaccine_doses_administered_moderna | Tensor | float64 | ||
new_vaccine_doses_administered_pfizer | Tensor | float64 | ||
new_ventilator_patients | Tensor | float64 | ||
nurses_per_1000 | Tensor | float64 | ||
openstreetmap_id | Tensor | string | ||
out_of_pocket_health_expenditure_usd | Tensor | float64 | ||
physicians_per_1000 | Tensor | float64 | ||
place_id | Tensor | string | ||
pollution_mortality_rate | Tensor | float64 | ||
population | Tensor | float64 | ||
population_age_00_09 | Tensor | float64 | ||
population_age_10_19 | Tensor | float64 | ||
population_age_20_29 | Tensor | float64 | ||
population_age_30_39 | Tensor | float64 | ||
population_age_40_49 | Tensor | float64 | ||
population_age_50_59 | Tensor | float64 | ||
population_age_60_69 | Tensor | float64 | ||
population_age_70_79 | Tensor | float64 | ||
population_age_80_and_older | Tensor | float64 | ||
population_clustered | Tensor | float64 | ||
population_density | Tensor | float64 | ||
population_female | Tensor | float64 | ||
population_largest_city | Tensor | float64 | ||
population_male | Tensor | float64 | ||
population_rural | Tensor | float64 | ||
population_urban | Tensor | float64 | ||
public_information_campaigns | Tensor | float64 | ||
public_transport_closing | Tensor | float64 | ||
rainfall_mm | Tensor | float64 | ||
relative_humidity | Tensor | float64 | ||
restrictions_on_gatherings | Tensor | float64 | ||
restrictions_on_internal_movement | Tensor | float64 | ||
school_closing | Tensor | float64 | ||
search_trends_abdominal_obesity | Tensor | float64 | ||
search_trends_abdominal_pain | Tensor | float64 | ||
search_trends_acne | Tensor | float64 | ||
search_trends_actinic_keratosis | Tensor | float64 | ||
search_trends_acute_bronchitis | Tensor | float64 | ||
search_trends_adrenal_crisis | Tensor | float64 | ||
search_trends_ageusia | Tensor | float64 | ||
search_trends_alcoholism | Tensor | float64 | ||
search_trends_allergic_conjunctivitis | Tensor | float64 | ||
search_trends_allergy | Tensor | float64 | ||
search_trends_amblyopia | Tensor | float64 | ||
search_trends_amenorrhea | Tensor | float64 | ||
search_trends_amnesia | Tensor | float64 | ||
search_trends_anal_fissure | Tensor | float64 | ||
search_trends_anaphylaxis | Tensor | float64 | ||
search_trends_anemia | Tensor | float64 | ||
search_trends_angina_pectoris | Tensor | float64 | ||
search_trends_angioedema | Tensor | float64 | ||
search_trends_angular_cheilitis | Tensor | float64 | ||
search_trends_anosmia | Tensor | float64 | ||
search_trends_anxiety | Tensor | float64 | ||
search_trends_aphasia | Tensor | float64 | ||
search_trends_aphonia | Tensor | float64 | ||
search_trends_apnea | Tensor | float64 | ||
search_trends_arthralgia | Tensor | float64 | ||
search_trends_arthritis | Tensor | float64 | ||
search_trends_ascites | Tensor | float64 | ||
search_trends_asperger_syndrome | Tensor | float64 | ||
search_trends_asphyxia | Tensor | float64 | ||
search_trends_asthma | Tensor | float64 | ||
search_trends_astigmatism | Tensor | float64 | ||
search_trends_ataxia | Tensor | float64 | ||
search_trends_atheroma | Tensor | float64 | ||
search_trends_attention_deficit_hyperactivity_disorder | Tensor | float64 | ||
search_trends_auditory_hallucination | Tensor | float64 | ||
search_trends_autoimmune_disease | Tensor | float64 | ||
search_trends_avoidant_personality_disorder | Tensor | float64 | ||
search_trends_back_pain | Tensor | float64 | ||
search_trends_bacterial_vaginosis | Tensor | float64 | ||
search_trends_balance_disorder | Tensor | float64 | ||
search_trends_beaus_lines | Tensor | float64 | ||
search_trends_bells_palsy | Tensor | float64 | ||
search_trends_biliary_colic | Tensor | float64 | ||
search_trends_binge_eating | Tensor | float64 | ||
search_trends_bleeding | Tensor | float64 | ||
search_trends_bleeding_on_probing | Tensor | float64 | ||
search_trends_blepharospasm | Tensor | float64 | ||
search_trends_bloating | Tensor | float64 | ||
search_trends_blood_in_stool | Tensor | float64 | ||
search_trends_blurred_vision | Tensor | float64 | ||
search_trends_blushing | Tensor | float64 | ||
search_trends_boil | Tensor | float64 | ||
search_trends_bone_fracture | Tensor | float64 | ||
search_trends_bone_tumor | Tensor | float64 | ||
search_trends_bowel_obstruction | Tensor | float64 | ||
search_trends_bradycardia | Tensor | float64 | ||
search_trends_braxton_hicks_contractions | Tensor | float64 | ||
search_trends_breakthrough_bleeding | Tensor | float64 | ||
search_trends_breast_pain | Tensor | float64 | ||
search_trends_bronchitis | Tensor | float64 | ||
search_trends_bruise | Tensor | float64 | ||
search_trends_bruxism | Tensor | float64 | ||
search_trends_bunion | Tensor | float64 | ||
search_trends_burn | Tensor | float64 | ||
search_trends_burning_chest_pain | Tensor | float64 | ||
search_trends_burning_mouth_syndrome | Tensor | float64 | ||
search_trends_candidiasis | Tensor | float64 | ||
search_trends_canker_sore | Tensor | float64 | ||
search_trends_cardiac_arrest | Tensor | float64 | ||
search_trends_carpal_tunnel_syndrome | Tensor | float64 | ||
search_trends_cataplexy | Tensor | float64 | ||
search_trends_cataract | Tensor | float64 | ||
search_trends_chancre | Tensor | float64 | ||
search_trends_cheilitis | Tensor | float64 | ||
search_trends_chest_pain | Tensor | float64 | ||
search_trends_chills | Tensor | float64 | ||
search_trends_chorea | Tensor | float64 | ||
search_trends_chronic_pain | Tensor | float64 | ||
search_trends_cirrhosis | Tensor | float64 | ||
search_trends_cleft_lip_and_cleft_palate | Tensor | float64 | ||
search_trends_clouding_of_consciousness | Tensor | float64 | ||
search_trends_cluster_headache | Tensor | float64 | ||
search_trends_colitis | Tensor | float64 | ||
search_trends_coma | Tensor | float64 | ||
search_trends_common_cold | Tensor | float64 | ||
search_trends_compulsive_behavior | Tensor | float64 | ||
search_trends_compulsive_hoarding | Tensor | float64 | ||
search_trends_confusion | Tensor | float64 | ||
search_trends_congenital_heart_defect | Tensor | float64 | ||
search_trends_conjunctivitis | Tensor | float64 | ||
search_trends_constipation | Tensor | float64 | ||
search_trends_convulsion | Tensor | float64 | ||
search_trends_cough | Tensor | float64 | ||
search_trends_crackles | Tensor | float64 | ||
search_trends_cramp | Tensor | float64 | ||
search_trends_crepitus | Tensor | float64 | ||
search_trends_croup | Tensor | float64 | ||
search_trends_cyanosis | Tensor | float64 | ||
search_trends_dandruff | Tensor | float64 | ||
search_trends_delayed_onset_muscle_soreness | Tensor | float64 | ||
search_trends_dementia | Tensor | float64 | ||
search_trends_dentin_hypersensitivity | Tensor | float64 | ||
search_trends_depersonalization | Tensor | float64 | ||
search_trends_depression | Tensor | float64 | ||
search_trends_dermatitis | Tensor | float64 | ||
search_trends_desquamation | Tensor | float64 | ||
search_trends_developmental_disability | Tensor | float64 | ||
search_trends_diabetes | Tensor | float64 | ||
search_trends_diabetic_ketoacidosis | Tensor | float64 | ||
search_trends_diarrhea | Tensor | float64 | ||
search_trends_dizziness | Tensor | float64 | ||
search_trends_dry_eye_syndrome | Tensor | float64 | ||
search_trends_dysautonomia | Tensor | float64 | ||
search_trends_dysgeusia | Tensor | float64 | ||
search_trends_dysmenorrhea | Tensor | float64 | ||
search_trends_dyspareunia | Tensor | float64 | ||
search_trends_dysphagia | Tensor | float64 | ||
search_trends_dysphoria | Tensor | float64 | ||
search_trends_dystonia | Tensor | float64 | ||
search_trends_dysuria | Tensor | float64 | ||
search_trends_ear_pain | Tensor | float64 | ||
search_trends_eczema | Tensor | float64 | ||
search_trends_edema | Tensor | float64 | ||
search_trends_encephalitis | Tensor | float64 | ||
search_trends_encephalopathy | Tensor | float64 | ||
search_trends_epidermoid_cyst | Tensor | float64 | ||
search_trends_epilepsy | Tensor | float64 | ||
search_trends_epiphora | Tensor | float64 | ||
search_trends_erectile_dysfunction | Tensor | float64 | ||
search_trends_erythema | Tensor | float64 | ||
search_trends_erythema_chronicum_migrans | Tensor | float64 | ||
search_trends_esophagitis | Tensor | float64 | ||
search_trends_excessive_daytime_sleepiness | Tensor | float64 | ||
search_trends_eye_pain | Tensor | float64 | ||
search_trends_eye_strain | Tensor | float64 | ||
search_trends_facial_nerve_paralysis | Tensor | float64 | ||
search_trends_facial_swelling | Tensor | float64 | ||
search_trends_fasciculation | Tensor | float64 | ||
search_trends_fatigue | Tensor | float64 | ||
search_trends_fatty_liver_disease | Tensor | float64 | ||
search_trends_fecal_incontinence | Tensor | float64 | ||
search_trends_fever | Tensor | float64 | ||
search_trends_fibrillation | Tensor | float64 | ||
search_trends_fibrocystic_breast_changes | Tensor | float64 | ||
search_trends_fibromyalgia | Tensor | float64 | ||
search_trends_flatulence | Tensor | float64 | ||
search_trends_floater | Tensor | float64 | ||
search_trends_focal_seizure | Tensor | float64 | ||
search_trends_folate_deficiency | Tensor | float64 | ||
search_trends_food_craving | Tensor | float64 | ||
search_trends_food_intolerance | Tensor | float64 | ||
search_trends_frequent_urination | Tensor | float64 | ||
search_trends_gastroesophageal_reflux_disease | Tensor | float64 | ||
search_trends_gastroparesis | Tensor | float64 | ||
search_trends_generalized_anxiety_disorder | Tensor | float64 | ||
search_trends_genital_wart | Tensor | float64 | ||
search_trends_gingival_recession | Tensor | float64 | ||
search_trends_gingivitis | Tensor | float64 | ||
search_trends_globus_pharyngis | Tensor | float64 | ||
search_trends_goitre | Tensor | float64 | ||
search_trends_gout | Tensor | float64 | ||
search_trends_grandiosity | Tensor | float64 | ||
search_trends_granuloma | Tensor | float64 | ||
search_trends_guilt | Tensor | float64 | ||
search_trends_hair_loss | Tensor | float64 | ||
search_trends_halitosis | Tensor | float64 | ||
search_trends_hay_fever | Tensor | float64 | ||
search_trends_headache | Tensor | float64 | ||
search_trends_heart_arrhythmia | Tensor | float64 | ||
search_trends_heart_murmur | Tensor | float64 | ||
search_trends_heartburn | Tensor | float64 | ||
search_trends_hematochezia | Tensor | float64 | ||
search_trends_hematoma | Tensor | float64 | ||
search_trends_hematuria | Tensor | float64 | ||
search_trends_hemolysis | Tensor | float64 | ||
search_trends_hemoptysis | Tensor | float64 | ||
search_trends_hemorrhoids | Tensor | float64 | ||
search_trends_hepatic_encephalopathy | Tensor | float64 | ||
search_trends_hepatitis | Tensor | float64 | ||
search_trends_hepatotoxicity | Tensor | float64 | ||
search_trends_hiccup | Tensor | float64 | ||
search_trends_hip_pain | Tensor | float64 | ||
search_trends_hives | Tensor | float64 | ||
search_trends_hot_flash | Tensor | float64 | ||
search_trends_hydrocephalus | Tensor | float64 | ||
search_trends_hypercalcaemia | Tensor | float64 | ||
search_trends_hypercapnia | Tensor | float64 | ||
search_trends_hypercholesterolemia | Tensor | float64 | ||
search_trends_hyperemesis_gravidarum | Tensor | float64 | ||
search_trends_hyperglycemia | Tensor | float64 | ||
search_trends_hyperhidrosis | Tensor | float64 | ||
search_trends_hyperkalemia | Tensor | float64 | ||
search_trends_hyperlipidemia | Tensor | float64 | ||
search_trends_hypermobility | Tensor | float64 | ||
search_trends_hyperpigmentation | Tensor | float64 | ||
search_trends_hypersomnia | Tensor | float64 | ||
search_trends_hypertension | Tensor | float64 | ||
search_trends_hyperthermia | Tensor | float64 | ||
search_trends_hyperthyroidism | Tensor | float64 | ||
search_trends_hypertriglyceridemia | Tensor | float64 | ||
search_trends_hypertrophy | Tensor | float64 | ||
search_trends_hyperventilation | Tensor | float64 | ||
search_trends_hypocalcaemia | Tensor | float64 | ||
search_trends_hypochondriasis | Tensor | float64 | ||
search_trends_hypoglycemia | Tensor | float64 | ||
search_trends_hypogonadism | Tensor | float64 | ||
search_trends_hypokalemia | Tensor | float64 | ||
search_trends_hypomania | Tensor | float64 | ||
search_trends_hyponatremia | Tensor | float64 | ||
search_trends_hypotension | Tensor | float64 | ||
search_trends_hypothyroidism | Tensor | float64 | ||
search_trends_hypoxemia | Tensor | float64 | ||
search_trends_hypoxia | Tensor | float64 | ||
search_trends_impetigo | Tensor | float64 | ||
search_trends_implantation_bleeding | Tensor | float64 | ||
search_trends_impulsivity | Tensor | float64 | ||
search_trends_indigestion | Tensor | float64 | ||
search_trends_infection | Tensor | float64 | ||
search_trends_inflammation | Tensor | float64 | ||
search_trends_inflammatory_bowel_disease | Tensor | float64 | ||
search_trends_ingrown_hair | Tensor | float64 | ||
search_trends_insomnia | Tensor | float64 | ||
search_trends_insulin_resistance | Tensor | float64 | ||
search_trends_intermenstrual_bleeding | Tensor | float64 | ||
search_trends_intracranial_pressure | Tensor | float64 | ||
search_trends_iron_deficiency | Tensor | float64 | ||
search_trends_irregular_menstruation | Tensor | float64 | ||
search_trends_itch | Tensor | float64 | ||
search_trends_jaundice | Tensor | float64 | ||
search_trends_kidney_failure | Tensor | float64 | ||
search_trends_kidney_stone | Tensor | float64 | ||
search_trends_knee_pain | Tensor | float64 | ||
search_trends_kyphosis | Tensor | float64 | ||
search_trends_lactose_intolerance | Tensor | float64 | ||
search_trends_laryngitis | Tensor | float64 | ||
search_trends_leg_cramps | Tensor | float64 | ||
search_trends_lesion | Tensor | float64 | ||
search_trends_leukorrhea | Tensor | float64 | ||
search_trends_lightheadedness | Tensor | float64 | ||
search_trends_low_back_pain | Tensor | float64 | ||
search_trends_low_grade_fever | Tensor | float64 | ||
search_trends_lymphedema | Tensor | float64 | ||
search_trends_major_depressive_disorder | Tensor | float64 | ||
search_trends_malabsorption | Tensor | float64 | ||
search_trends_male_infertility | Tensor | float64 | ||
search_trends_manic_disorder | Tensor | float64 | ||
search_trends_melasma | Tensor | float64 | ||
search_trends_melena | Tensor | float64 | ||
search_trends_meningitis | Tensor | float64 | ||
search_trends_menorrhagia | Tensor | float64 | ||
search_trends_middle_back_pain | Tensor | float64 | ||
search_trends_migraine | Tensor | float64 | ||
search_trends_milium | Tensor | float64 | ||
search_trends_mitral_insufficiency | Tensor | float64 | ||
search_trends_mood_disorder | Tensor | float64 | ||
search_trends_mood_swing | Tensor | float64 | ||
search_trends_morning_sickness | Tensor | float64 | ||
search_trends_motion_sickness | Tensor | float64 | ||
search_trends_mouth_ulcer | Tensor | float64 | ||
search_trends_muscle_atrophy | Tensor | float64 | ||
search_trends_muscle_weakness | Tensor | float64 | ||
search_trends_myalgia | Tensor | float64 | ||
search_trends_mydriasis | Tensor | float64 | ||
search_trends_myocardial_infarction | Tensor | float64 | ||
search_trends_myoclonus | Tensor | float64 | ||
search_trends_nasal_congestion | Tensor | float64 | ||
search_trends_nasal_polyp | Tensor | float64 | ||
search_trends_nausea | Tensor | float64 | ||
search_trends_neck_mass | Tensor | float64 | ||
search_trends_neck_pain | Tensor | float64 | ||
search_trends_neonatal_jaundice | Tensor | float64 | ||
search_trends_nerve_injury | Tensor | float64 | ||
search_trends_neuralgia | Tensor | float64 | ||
search_trends_neutropenia | Tensor | float64 | ||
search_trends_night_sweats | Tensor | float64 | ||
search_trends_night_terror | Tensor | float64 | ||
search_trends_nocturnal_enuresis | Tensor | float64 | ||
search_trends_nodule | Tensor | float64 | ||
search_trends_nosebleed | Tensor | float64 | ||
search_trends_nystagmus | Tensor | float64 | ||
search_trends_obesity | Tensor | float64 | ||
search_trends_onychorrhexis | Tensor | float64 | ||
search_trends_oral_candidiasis | Tensor | float64 | ||
search_trends_orthostatic_hypotension | Tensor | float64 | ||
search_trends_osteopenia | Tensor | float64 | ||
search_trends_osteophyte | Tensor | float64 | ||
search_trends_osteoporosis | Tensor | float64 | ||
search_trends_otitis | Tensor | float64 | ||
search_trends_otitis_externa | Tensor | float64 | ||
search_trends_otitis_media | Tensor | float64 | ||
search_trends_pain | Tensor | float64 | ||
search_trends_palpitations | Tensor | float64 | ||
search_trends_pancreatitis | Tensor | float64 | ||
search_trends_panic_attack | Tensor | float64 | ||
search_trends_papule | Tensor | float64 | ||
search_trends_paranoia | Tensor | float64 | ||
search_trends_paresthesia | Tensor | float64 | ||
search_trends_pelvic_inflammatory_disease | Tensor | float64 | ||
search_trends_pericarditis | Tensor | float64 | ||
search_trends_periodontal_disease | Tensor | float64 | ||
search_trends_periorbital_puffiness | Tensor | float64 | ||
search_trends_peripheral_neuropathy | Tensor | float64 | ||
search_trends_perspiration | Tensor | float64 | ||
search_trends_petechia | Tensor | float64 | ||
search_trends_phlegm | Tensor | float64 | ||
search_trends_photodermatitis | Tensor | float64 | ||
search_trends_photophobia | Tensor | float64 | ||
search_trends_photopsia | Tensor | float64 | ||
search_trends_pleural_effusion | Tensor | float64 | ||
search_trends_pleurisy | Tensor | float64 | ||
search_trends_pneumonia | Tensor | float64 | ||
search_trends_podalgia | Tensor | float64 | ||
search_trends_polycythemia | Tensor | float64 | ||
search_trends_polydipsia | Tensor | float64 | ||
search_trends_polyneuropathy | Tensor | float64 | ||
search_trends_polyuria | Tensor | float64 | ||
search_trends_poor_posture | Tensor | float64 | ||
search_trends_post_nasal_drip | Tensor | float64 | ||
search_trends_postural_orthostatic_tachycardia_syndrome | Tensor | float64 | ||
search_trends_prediabetes | Tensor | float64 | ||
search_trends_proteinuria | Tensor | float64 | ||
search_trends_pruritus_ani | Tensor | float64 | ||
search_trends_psychosis | Tensor | float64 | ||
search_trends_ptosis | Tensor | float64 | ||
search_trends_pulmonary_edema | Tensor | float64 | ||
search_trends_pulmonary_hypertension | Tensor | float64 | ||
search_trends_purpura | Tensor | float64 | ||
search_trends_pus | Tensor | float64 | ||
search_trends_pyelonephritis | Tensor | float64 | ||
search_trends_radiculopathy | Tensor | float64 | ||
search_trends_rectal_pain | Tensor | float64 | ||
search_trends_rectal_prolapse | Tensor | float64 | ||
search_trends_red_eye | Tensor | float64 | ||
search_trends_renal_colic | Tensor | float64 | ||
search_trends_restless_legs_syndrome | Tensor | float64 | ||
search_trends_rheum | Tensor | float64 | ||
search_trends_rhinitis | Tensor | float64 | ||
search_trends_rhinorrhea | Tensor | float64 | ||
search_trends_rosacea | Tensor | float64 | ||
search_trends_round_ligament_pain | Tensor | float64 | ||
search_trends_rumination | Tensor | float64 | ||
search_trends_scar | Tensor | float64 | ||
search_trends_sciatica | Tensor | float64 | ||
search_trends_scoliosis | Tensor | float64 | ||
search_trends_seborrheic_dermatitis | Tensor | float64 | ||
search_trends_self_harm | Tensor | float64 | ||
search_trends_sensitivity_to_sound | Tensor | float64 | ||
search_trends_sexual_dysfunction | Tensor | float64 | ||
search_trends_shallow_breathing | Tensor | float64 | ||
search_trends_sharp_pain | Tensor | float64 | ||
search_trends_shivering | Tensor | float64 | ||
search_trends_shortness_of_breath | Tensor | float64 | ||
search_trends_shyness | Tensor | float64 | ||
search_trends_sinusitis | Tensor | float64 | ||
search_trends_skin_condition | Tensor | float64 | ||
search_trends_skin_rash | Tensor | float64 | ||
search_trends_skin_tag | Tensor | float64 | ||
search_trends_skin_ulcer | Tensor | float64 | ||
search_trends_sleep_apnea | Tensor | float64 | ||
search_trends_sleep_deprivation | Tensor | float64 | ||
search_trends_sleep_disorder | Tensor | float64 | ||
search_trends_snoring | Tensor | float64 | ||
search_trends_sore_throat | Tensor | float64 | ||
search_trends_spasticity | Tensor | float64 | ||
search_trends_splenomegaly | Tensor | float64 | ||
search_trends_sputum | Tensor | float64 | ||
search_trends_stomach_rumble | Tensor | float64 | ||
search_trends_strabismus | Tensor | float64 | ||
search_trends_stretch_marks | Tensor | float64 | ||
search_trends_stridor | Tensor | float64 | ||
search_trends_stroke | Tensor | float64 | ||
search_trends_stuttering | Tensor | float64 | ||
search_trends_subdural_hematoma | Tensor | float64 | ||
search_trends_suicidal_ideation | Tensor | float64 | ||
search_trends_swelling | Tensor | float64 | ||
search_trends_swollen_feet | Tensor | float64 | ||
search_trends_swollen_lymph_nodes | Tensor | float64 | ||
search_trends_syncope | Tensor | float64 | ||
search_trends_tachycardia | Tensor | float64 | ||
search_trends_tachypnea | Tensor | float64 | ||
search_trends_telangiectasia | Tensor | float64 | ||
search_trends_tenderness | Tensor | float64 | ||
search_trends_testicular_pain | Tensor | float64 | ||
search_trends_throat_irritation | Tensor | float64 | ||
search_trends_thrombocytopenia | Tensor | float64 | ||
search_trends_thyroid_nodule | Tensor | float64 | ||
search_trends_tic | Tensor | float64 | ||
search_trends_tinnitus | Tensor | float64 | ||
search_trends_tonsillitis | Tensor | float64 | ||
search_trends_toothache | Tensor | float64 | ||
search_trends_tremor | Tensor | float64 | ||
search_trends_trichoptilosis | Tensor | float64 | ||
search_trends_tumor | Tensor | float64 | ||
search_trends_type_2_diabetes | Tensor | float64 | ||
search_trends_unconsciousness | Tensor | float64 | ||
search_trends_underweight | Tensor | float64 | ||
search_trends_upper_respiratory_tract_infection | Tensor | float64 | ||
search_trends_urethritis | Tensor | float64 | ||
search_trends_urinary_incontinence | Tensor | float64 | ||
search_trends_urinary_tract_infection | Tensor | float64 | ||
search_trends_urinary_urgency | Tensor | float64 | ||
search_trends_uterine_contraction | Tensor | float64 | ||
search_trends_vaginal_bleeding | Tensor | float64 | ||
search_trends_vaginal_discharge | Tensor | float64 | ||
search_trends_vaginitis | Tensor | float64 | ||
search_trends_varicose_veins | Tensor | float64 | ||
search_trends_vasculitis | Tensor | float64 | ||
search_trends_ventricular_fibrillation | Tensor | float64 | ||
search_trends_ventricular_tachycardia | Tensor | float64 | ||
search_trends_vertigo | Tensor | float64 | ||
search_trends_viral_pneumonia | Tensor | float64 | ||
search_trends_visual_acuity | Tensor | float64 | ||
search_trends_vomiting | Tensor | float64 | ||
search_trends_wart | Tensor | float64 | ||
search_trends_water_retention | Tensor | float64 | ||
search_trends_weakness | Tensor | float64 | ||
search_trends_weight_gain | Tensor | float64 | ||
search_trends_wheeze | Tensor | float64 | ||
search_trends_xeroderma | Tensor | float64 | ||
search_trends_xerostomia | Tensor | float64 | ||
search_trends_yawn | Tensor | float64 | ||
smoking_prevalence | Tensor | float64 | ||
snowfall_mm | Tensor | float64 | ||
stay_at_home_requirements | Tensor | float64 | ||
stringency_index | Tensor | float64 | ||
subregion1_code | Tensor | string | ||
subregion1_name | Tensor | string | ||
subregion2_code | Tensor | string | ||
subregion2_name | Tensor | string | ||
testing_policy | Tensor | float64 | ||
vaccination_policy | Tensor | float64 | ||
wikidata_id | Tensor | string | ||
workplace_closing | Tensor | float64 |
Supervised keys (See
as_supervised
doc):None
Figure (tfds.show_examples): Not supported.
Examples (tfds.as_dataframe):
- 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},
}