in tensorflow_datasets/structured/covid19/covid19.py [0:0]
def _info(self) -> tfds.core.DatasetInfo:
"""Returns the dataset metadata."""
return tfds.core.DatasetInfo(
builder=self,
description=_DESCRIPTION,
features=tfds.features.FeaturesDict({
'location_key':
tf.string,
'date':
tf.string,
'place_id':
tf.string,
'wikidata_id':
tf.string,
'datacommons_id':
tf.string,
'country_code':
tf.string,
'country_name':
tf.string,
'iso_3166_1_alpha_2':
tf.string,
'iso_3166_1_alpha_3':
tf.string,
'aggregation_level':
tf.float64,
'new_confirmed':
tf.float64,
'new_deceased':
tf.float64,
'cumulative_confirmed':
tf.float64,
'cumulative_deceased':
tf.float64,
'cumulative_tested':
tf.float64,
'new_persons_vaccinated':
tf.float64,
'cumulative_persons_vaccinated':
tf.float64,
'new_persons_fully_vaccinated':
tf.float64,
'cumulative_persons_fully_vaccinated':
tf.float64,
'new_vaccine_doses_administered':
tf.float64,
'cumulative_vaccine_doses_administered':
tf.float64,
'population':
tf.float64,
'population_male':
tf.float64,
'population_female':
tf.float64,
'population_rural':
tf.float64,
'population_urban':
tf.float64,
'population_density':
tf.float64,
'human_development_index':
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,
'gdp_usd':
tf.float64,
'gdp_per_capita_usd':
tf.float64,
'openstreetmap_id':
tf.string,
'latitude':
tf.float64,
'longitude':
tf.float64,
'area_sq_km':
tf.float64,
'smoking_prevalence':
tf.float64,
'diabetes_prevalence':
tf.float64,
'infant_mortality_rate':
tf.float64,
'nurses_per_1000':
tf.float64,
'physicians_per_1000':
tf.float64,
'health_expenditure_usd':
tf.float64,
'out_of_pocket_health_expenditure_usd':
tf.float64,
'school_closing':
tf.float64,
'workplace_closing':
tf.float64,
'cancel_public_events':
tf.float64,
'restrictions_on_gatherings':
tf.float64,
'public_transport_closing':
tf.float64,
'stay_at_home_requirements':
tf.float64,
'restrictions_on_internal_movement':
tf.float64,
'international_travel_controls':
tf.float64,
'income_support':
tf.float64,
'debt_relief':
tf.float64,
'fiscal_measures':
tf.float64,
'international_support':
tf.float64,
'public_information_campaigns':
tf.float64,
'testing_policy':
tf.float64,
'contact_tracing':
tf.float64,
'emergency_investment_in_healthcare':
tf.float64,
'investment_in_vaccines':
tf.float64,
'facial_coverings':
tf.float64,
'vaccination_policy':
tf.float64,
'stringency_index':
tf.float64,
'average_temperature_celsius':
tf.float64,
'minimum_temperature_celsius':
tf.float64,
'maximum_temperature_celsius':
tf.float64,
'rainfall_mm':
tf.float64,
'snowfall_mm':
tf.float64,
'dew_point':
tf.float64,
'relative_humidity':
tf.float64,
'new_tested':
tf.float64,
'population_largest_city':
tf.float64,
'population_clustered':
tf.float64,
'human_capital_index':
tf.float64,
'area_rural_sq_km':
tf.float64,
'area_urban_sq_km':
tf.float64,
'life_expectancy':
tf.float64,
'adult_male_mortality_rate':
tf.float64,
'adult_female_mortality_rate':
tf.float64,
'pollution_mortality_rate':
tf.float64,
'comorbidity_mortality_rate':
tf.float64,
'mobility_retail_and_recreation':
tf.float64,
'mobility_grocery_and_pharmacy':
tf.float64,
'mobility_parks':
tf.float64,
'mobility_transit_stations':
tf.float64,
'mobility_workplaces':
tf.float64,
'mobility_residential':
tf.float64,
'hospital_beds_per_1000':
tf.float64,
'subregion1_code':
tf.string,
'subregion1_name':
tf.string,
'new_recovered':
tf.float64,
'cumulative_recovered':
tf.float64,
'elevation_m':
tf.float64,
'new_hospitalized_patients':
tf.float64,
'cumulative_hospitalized_patients':
tf.float64,
'new_intensive_care_patients':
tf.float64,
'cumulative_intensive_care_patients':
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,
'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,
'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,
'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,
'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,
'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,
'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,
'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,
'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,
'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,
# Stored as string because values look like "30-39"
'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,
'new_confirmed_male':
tf.float64,
'new_confirmed_female':
tf.float64,
'cumulative_confirmed_male':
tf.float64,
'cumulative_confirmed_female':
tf.float64,
'new_deceased_male':
tf.float64,
'new_deceased_female':
tf.float64,
'cumulative_deceased_male':
tf.float64,
'cumulative_deceased_female':
tf.float64,
'new_tested_male':
tf.float64,
'new_tested_female':
tf.float64,
'cumulative_tested_male':
tf.float64,
'cumulative_tested_female':
tf.float64,
'new_hospitalized_patients_male':
tf.float64,
'new_hospitalized_patients_female':
tf.float64,
'cumulative_hospitalized_patients_male':
tf.float64,
'cumulative_hospitalized_patients_female':
tf.float64,
'new_intensive_care_patients_male':
tf.float64,
'new_intensive_care_patients_female':
tf.float64,
'cumulative_intensive_care_patients_male':
tf.float64,
'cumulative_intensive_care_patients_female':
tf.float64,
'subregion2_code':
tf.string,
'subregion2_name':
tf.string,
'current_hospitalized_patients':
tf.float64,
'current_intensive_care_patients':
tf.float64,
'current_ventilator_patients':
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,
'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,
'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,
'new_recovered_male':
tf.float64,
'new_recovered_female':
tf.float64,
'cumulative_recovered_male':
tf.float64,
'cumulative_recovered_female':
tf.float64,
'locality_code':
tf.string,
'locality_name':
tf.string,
'new_ventilator_patients':
tf.float64,
'cumulative_ventilator_patients':
tf.float64,
'new_persons_fully_vaccinated_pfizer':
tf.float64,
'cumulative_persons_fully_vaccinated_pfizer':
tf.float64,
'new_vaccine_doses_administered_pfizer':
tf.float64,
'cumulative_vaccine_doses_administered_pfizer':
tf.float64,
'new_persons_fully_vaccinated_moderna':
tf.float64,
'cumulative_persons_fully_vaccinated_moderna':
tf.float64,
'new_vaccine_doses_administered_moderna':
tf.float64,
'cumulative_vaccine_doses_administered_moderna':
tf.float64,
'new_persons_fully_vaccinated_janssen':
tf.float64,
'cumulative_persons_fully_vaccinated_janssen':
tf.float64,
'new_vaccine_doses_administered_janssen':
tf.float64,
'cumulative_vaccine_doses_administered_janssen':
tf.float64,
}),
supervised_keys=None,
homepage='https://github.com/GoogleCloudPlatform/covid-19-open-data',
citation=_CITATION,
)