Drugs-NER-Data / README.md
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metadata
dataset_info:
  features:
    - name: tokens
      sequence: string
    - name: ner_tags
      sequence:
        class_label:
          names:
            '0': B-AIDS
            '1': B-AVBlock
            '2': B-AbnormalBloodClotting
            '3': B-AbnormalBloodTests
            '4': B-AbnormalKidneyFunction
            '5': B-AbnormalLiverFunction
            '6': B-AbnormalLiverFunctionTests
            '7': B-AbnormalVaginalBleeding
            '8': B-Accidents
            '9': B-Aches
            '10': B-ActiveBleeding
            '11': B-Activity
            '12': B-AddisonsDisease
            '13': B-AdrenalGlandDisorder
            '14': B-AdrenalGlandProblem
            '15': B-Age
            '16': B-Aggressive
            '17': B-Agitated
            '18': B-Agitation
            '19': B-AirRelease
            '20': B-AirTrapped
            '21': B-Alcohol
            '22': B-Alcoholism
            '23': B-Alertness
            '24': B-AllergicReaction
            '25': B-Allergy
            '26': B-AllergyTesting
            '27': B-AllergyTreatment
            '28': B-AlteredSenseOfTaste
            '29': B-AlteredTaste
            '30': B-Anemia
            '31': B-Angina
            '32': B-Ankles
            '33': B-Antacid
            '34': B-AntiEpileptic
            '35': B-Antibiotic
            '36': B-Antibiotics
            '37': B-Anticonvulsant
            '38': B-Antidepressant
            '39': B-Antidepressants
            '40': B-Antifungal
            '41': B-AntihypertensiveAgents
            '42': B-Antipsychotic
            '43': B-AntipsychoticMedicines
            '44': B-Antiviral
            '45': B-Anxiety
            '46': B-Anxious
            '47': B-AppetiteChanges
            '48': B-Artery
            '49': B-Arthritis
            '50': B-Aspirin
            '51': B-Asthma
            '52': B-AsthmaMedication
            '53': B-AutoimmuneDisorders
            '54': B-BackPain
            '55': B-Bacteria
            '56': B-BacterialInfection
            '57': B-BadBreath
            '58': B-BalanceProblems
            '59': B-BehaviorChanges
            '60': B-Beverages
            '61': B-BirthControl
            '62': B-BlackStools
            '63': B-Bladder
            '64': B-BladderBiopsy
            '65': B-BladderCancer
            '66': B-BladderControl
            '67': B-BladderInfection
            '68': B-BladderSymptoms
            '69': B-Bleed
            '70': B-Bleeding
            '71': B-BleedingAroundIV
            '72': B-BleedingGums
            '73': B-BleedingInBrain
            '74': B-BleedingInTheBrain
            '75': B-BleedingInjury
            '76': B-BleedingInsideBody
            '77': B-BleedingProblems
            '78': B-BleedingThatWillNotStop
            '79': B-Blinking
            '80': B-Blistering
            '81': B-Blisters
            '82': B-Bloating
            '83': B-Blockage
            '84': B-Blood
            '85': B-BloodCancerType
            '86': B-BloodCellDisorder
            '87': B-BloodCellLevels
            '88': B-BloodCells
            '89': B-BloodClot
            '90': B-BloodClots
            '91': B-BloodClottingTests
            '92': B-BloodInStools
            '93': B-BloodInUrine
            '94': B-BloodLevels
            '95': B-BloodPressure
            '96': B-BloodPressureMedication
            '97': B-BloodPressureMedicine
            '98': B-BloodTests
            '99': B-BloodThinner
            '100': B-BloodVesselConditions
            '101': B-BloodyDiarrhea
            '102': B-BloodyStools
            '103': B-BloodyTarryStools
            '104': B-BlueSkin
            '105': B-BlurredVision
            '106': B-Body
            '107': B-BodyAches
            '108': B-BodyFatChanges
            '109': B-BodyPart
            '110': B-BoosterDose
            '111': B-BowelHabits
            '112': B-Brain
            '113': B-BrainWaveTest
            '114': B-BreastCancer
            '115': B-BreastDischarge
            '116': B-BreastMilk
            '117': B-BreastSwelling
            '118': B-Breastfeeding
            '119': B-Breathing
            '120': B-BreathingDisorder
            '121': B-BreathingProblems
            '122': B-Bronchitis
            '123': B-BrownUrine
            '124': B-Bruising
            '125': B-BrushingTeeth
            '126': B-Bupropion
            '127': B-Burning
            '128': B-BurningEyes
            '129': B-BurningOrIrritation
            '130': B-BurningPain
            '131': B-BurningSensation
            '132': B-Burping
            '133': B-COPD
            '134': B-Cancer
            '135': B-CancerMedicine
            '136': B-CancerMedicines
            '137': B-CancerTreatments
            '138': B-CardiovascularImpairment
            '139': B-CardiovascularMortality
            '140': B-CataractFormation
            '141': B-Catheter
            '142': B-CeliacDisease
            '143': B-CerebralThrombosis
            '144': B-ChangesInKidneyFunction
            '145': B-ChangesInMenstrualPeriods
            '146': B-ChangesInTaste
            '147': B-ChangesInVision
            '148': B-ChangesInWeight
            '149': B-ChangesMenstrualPeriods
            '150': B-Chantix
            '151': B-Chemotherapy
            '152': B-Chest
            '153': B-ChestPain
            '154': B-ChestPressure
            '155': B-ChestTightness
            '156': B-Chewing
            '157': B-Child
            '158': B-Children
            '159': B-Chills
            '160': B-Choking
            '161': B-ChokingFeeling
            '162': B-CholesterolMedication
            '163': B-ChronicBronchitis
            '164': B-ClayColoredStools
            '165': B-Clinic
            '166': B-Coagulating
            '167': B-Coagulation
            '168': B-CoffeeGrounds
            '169': B-CoffeeGroundsVomiting
            '170': B-Cold
            '171': B-ColdExtremities
            '172': B-ColdFeeling
            '173': B-ColdFluRelief
            '174': B-ColdHandsFeet
            '175': B-ColdSores
            '176': B-ColdSymptoms
            '177': B-ColonPolyps
            '178': B-ColorChange
            '179': B-CommonSideEffects
            '180': B-Completeness
            '181': B-Confusion
            '182': B-CongenitalHypothyroidism
            '183': B-Congestion
            '184': B-CongestiveHeartFailure
            '185': B-Constipation
            '186': B-CoordinationProblems
            '187': B-CoronaryArteryDisease
            '188': B-Cough
            '189': B-CoughMucus
            '190': B-CoughingBlood
            '191': B-CoughingUpBlood
            '192': B-CoughingUpMucus
            '193': B-CoughingUpMucusBlood
            '194': B-Counseling
            '195': B-CreatinineClearance
            '196': B-Crusting
            '197': B-Crystals
            '198': B-CysticFibrosis
            '199': B-CytokineReleaseSyndrome
            '200': B-DarkUrine
            '201': B-Death
            '202': B-DecreasedAlertness
            '203': B-DecreasedBloodCellCounts
            '204': B-DecreasedBloodFlow
            '205': B-DecreasedNightVision
            '206': B-Dehydration
            '207': B-DementiaRelatedPsychosis
            '208': B-DentalWork
            '209': B-Dentist
            '210': B-Depressed
            '211': B-Depression
            '212': B-DermatitisHerpetiformis
            '213': B-Device
            '214': B-Diabetes
            '215': B-Dialysis
            '216': B-Diarrhea
            '217': B-Diet
            '218': B-DifficultBreathing
            '219': B-DifficultyBreathing
            '220': B-DigestiveTractBleeding
            '221': B-Diltiazem
            '222': B-Discharge
            '223': B-Disease
            '224': B-Diseases
            '225': B-Dizziness
            '226': B-Dizzy
            '227': B-Dosage
            '228': B-DosageInformation
            '229': B-DoubleVision
            '230': B-Drainage
            '231': B-Driving
            '232': B-Drooling
            '233': B-DroopingEyelids
            '234': B-Drowsiness
            '235': B-DrugClass
            '236': B-DrugCount
            '237': B-DrugDosageForm
            '238': B-DrugDose
            '239': B-DrugInteractions
            '240': B-DrugName
            '241': B-DryEye
            '242': B-DryEyes
            '243': B-DryMouth
            '244': B-DrySkin
            '245': B-Dryness
            '246': B-ECG
            '247': B-EasyBruising
            '248': B-EasyBruisingBleeding
            '249': B-EffectiveRefractoryPeriod
            '250': B-ElectrolyteImbalance
            '251': B-EmergencyMedicalAttention
            '252': B-EmergencyMedicalHelp
            '253': B-EmergencyMedicalLine
            '254': B-EmergencyMedicalLineNumber
            '255': B-Emphysema
            '256': B-EnlargedProstate
            '257': B-EnlargedThyroid
            '258': B-Epilepsy
            '259': B-ErectionProblems
            '260': B-Exercise
            '261': B-ExtremeFear
            '262': B-ExtremeWeakness
            '263': B-EyeDryness
            '264': B-EyeIrritation
            '265': B-EyeItching
            '266': B-EyeMovement
            '267': B-EyeMovementProblems
            '268': B-EyePain
            '269': B-EyePatches
            '270': B-EyeRedness
            '271': B-EyeSurgery
            '272': B-EyeSwelling
            '273': B-EyelidItching
            '274': B-EyelidSwelling
            '275': B-Eyes
            '276': B-Face
            '277': B-FacialRash
            '278': B-FacialSwelling
            '279': B-Faint
            '280': B-Fainting
            '281': B-Falls
            '282': B-FastHeartRate
            '283': B-FastHeartbeat
            '284': B-FastHeartbeats
            '285': B-FatalProblems
            '286': B-FeedingProblems
            '287': B-FeelingCold
            '288': B-FeelingDepressed
            '289': B-FeelingHot
            '290': B-FeelingLightHeaded
            '291': B-FeelingNervous
            '292': B-FeelingShortOfBreath
            '293': B-FeelingTiredShortOfBreath
            '294': B-FeelingUnsteady
            '295': B-Feet
            '296': B-Fertility
            '297': B-FertilityProblems
            '298': B-Fever
            '299': B-FeverRelief
            '300': B-FibrinSealant
            '301': B-Flu
            '302': B-FluLikeSymptoms
            '303': B-FluSymptoms
            '304': B-Fluids
            '305': B-Flushing
            '306': B-FlutteringChest
            '307': B-FoamyUrine
            '308': B-Food
            '309': B-FoodandDrugAdministration
            '310': B-FoodandDrugCallNumber
            '311': B-ForeignBodySensation
            '312': B-FreezeDriedProduct
            '313': B-FrequentUrination
            '314': B-Frowning
            '315': B-FruitJuice
            '316': B-FullFeeling
            '317': B-FungalInfection
            '318': B-GamblingUrges
            '319': B-Gas
            '320': B-GasPressure
            '321': B-Gasping
            '322': B-GeneralDiscomfort
            '323': B-GeneralIllFeeling
            '324': B-GenitalArea
            '325': B-Glaucoma
            '326': B-Goiter
            '327': B-GroupSupport
            '328': B-Gum
            '329': B-GumPain
            '330': B-HIV
            '331': B-HUV
            '332': B-HairDryness
            '333': B-HairLoss
            '334': B-Hallucinations
            '335': B-Halos
            '336': B-Hands
            '337': B-HarmfulSituation
            '338': B-HazardousActivity
            '339': B-HeadInjury
            '340': B-Headache
            '341': B-Headaches
            '342': B-HealthDepartment
            '343': B-HealthEmployee
            '344': B-HearingLoss
            '345': B-HearingProblems
            '346': B-Heart
            '347': B-HeartAttack
            '348': B-HeartAttackStroke
            '349': B-HeartBypassSurgery
            '350': B-HeartCondition
            '351': B-HeartConditions
            '352': B-HeartDisease
            '353': B-HeartFailure
            '354': B-HeartFunction
            '355': B-HeartMedication
            '356': B-HeartProblems
            '357': B-HeartRate
            '358': B-HeartRhythmDisorder
            '359': B-HeartRhythmMedicine
            '360': B-Heartbeats
            '361': B-Heartburn
            '362': B-HeatStroke
            '363': B-HeavyFeeling
            '364': B-HerbalProducts
            '365': B-HerbalSupplements
            '366': B-Hiccups
            '367': B-HighBloodPotassium
            '368': B-HighBloodPressure
            '369': B-HighCholesterol
            '370': B-HighDoses
            '371': B-HighFever
            '372': B-HighPressureSettings
            '373': B-HighTriglycerides
            '374': B-HighUricAcid
            '375': B-Hives
            '376': B-HoarseVoice
            '377': B-Hospital
            '378': B-Hostile
            '379': B-Hostility
            '380': B-HotFlashes
            '381': B-HotWeather
            '382': B-HumanPlasma
            '383': B-Hunger
            '384': B-Hyperactive
            '385': B-Hypertension
            '386': B-Hypokalemia
            '387': B-Hypothyroidism
            '388': B-IVHeartMedication
            '389': B-Ibuprofen
            '390': B-ImmuneSystem
            '391': B-Immunization
            '392': B-Impotence
            '393': B-Impulsive
            '394': B-ImpulsiveBehavior
            '395': B-IncreasedAppetite
            '396': B-IncreasedBloodPressure
            '397': B-IncreasedDreaming
            '398': B-IncreasedFluidIntake
            '399': B-IncreasedPressure
            '400': B-IncreasedSalivation
            '401': B-IncreasedSeizures
            '402': B-IncreasedSensitivityToLight
            '403': B-IncreasedSweating
            '404': B-IncreasedThirst
            '405': B-IncreasedUrination
            '406': B-Indigestion
            '407': B-Infection
            '408': B-Infections
            '409': B-Inflammation
            '410': B-InjectionSitePain
            '411': B-Injury
            '412': B-InstructionsForUse
            '413': B-IntenseUrges
            '414': B-InternalBleeding
            '415': B-IntestinalBleeding
            '416': B-Iodide
            '417': B-Iodine
            '418': B-IodinePoisoning
            '419': B-IrregularHeartbeats
            '420': B-IrregularMenstrualPeriods
            '421': B-Irritability
            '422': B-Irritable
            '423': B-Irritation
            '424': B-Itching
            '425': B-ItchingEars
            '426': B-ItchyEyelids
            '427': B-ItchySkinRash
            '428': B-Jaundice
            '429': B-JitteryFeeling
            '430': B-JointPain
            '431': B-Ketoprofen
            '432': B-KidneyDialysis
            '433': B-KidneyDisease
            '434': B-KidneyFailure
            '435': B-KidneyFunction
            '436': B-KidneyProblems
            '437': B-KidneyStones
            '438': B-LaboratoryStaff
            '439': B-LackOfCoordination
            '440': B-LackOfEnergy
            '441': B-LegCramps
            '442': B-LegPain
            '443': B-LegSwelling
            '444': B-LessSeriousSideEffects
            '445': B-Leukemia
            '446': B-LifeThreateningNerveProblems
            '447': B-LightHeaded
            '448': B-LightHeadedFeeling
            '449': B-LightHeadedness
            '450': B-LightSensitivity
            '451': B-LimpFeeling
            '452': B-LipSmacking
            '453': B-LiquidMedicine
            '454': B-Liquids
            '455': B-LittleUrination
            '456': B-LiveVaccine
            '457': B-LiverDamage
            '458': B-LiverDisease
            '459': B-LiverFunction
            '460': B-LiverFunctions
            '461': B-LiverProblems
            '462': B-Location
            '463': B-LongQTSyndrome
            '464': B-LongTermUse
            '465': B-LossOfAppetite
            '466': B-LossOfBalance
            '467': B-LossOfBladderControl
            '468': B-LossOfControl
            '469': B-LossOfCoordination
            '470': B-LossOfMovement
            '471': B-LowBirthWeight
            '472': B-LowBloodCellCounts
            '473': B-LowBloodPressure
            '474': B-LowBloodSugar
            '475': B-LowHemoglobin
            '476': B-LowPlatelets
            '477': B-LowPotassium
            '478': B-LowRedBloodCells
            '479': B-LowSaltDiet
            '480': B-LowSodium
            '481': B-LowThyroid
            '482': B-LowWBC
            '483': B-LowWhiteBloodCellCount
            '484': B-LowWhiteBloodCellCounts
            '485': B-LowWhiteBloodCells
            '486': B-LowerBackPain
            '487': B-LowerJaw
            '488': B-LowerLegs
            '489': B-Lozenges
            '490': B-LungProblems
            '491': B-Lymphoma
            '492': B-Malaria
            '493': B-MalariaMedicine
            '494': B-MeaslesDisease
            '495': B-MeasuringDevice
            '496': B-MedicalAlert
            '497': B-MedicalConditions
            '498': B-MedicalEmergency
            '499': B-MedicalProcedure
            '500': B-MedicalProduct
            '501': B-MedicalProducts
            '502': B-MedicalSetting
            '503': B-MedicalTests
            '504': B-MedicationForm
            '505': B-MedicationGuide
            '506': B-MedicationLabel
            '507': B-Medications
            '508': B-Medicines
            '509': B-MemoryProblems
            '510': B-MenstrualChanges
            '511': B-MentalIllness
            '512': B-MetallicTaste
            '513': B-Migraine
            '514': B-MildBurning
            '515': B-MildHeadache
            '516': B-MildIrritation
            '517': B-MildItching
            '518': B-MildRash
            '519': B-MildStinging
            '520': B-Milk
            '521': B-MinorBurning
            '522': B-Miscarriage
            '523': B-MissingAppointment
            '524': B-MissingDose
            '525': B-MoodChanges
            '526': B-MoodDisorder
            '527': B-MoreDepressed
            '528': B-Mouth
            '529': B-MouthSoreness
            '530': B-MouthSores
            '531': B-MovementDisorder
            '532': B-MovementLoss
            '533': B-Mucus
            '534': B-MultipleSclerosis
            '535': B-MumpsVirus
            '536': B-MuscleAches
            '537': B-MuscleCramps
            '538': B-MuscleDisorder
            '539': B-MuscleDisorders
            '540': B-MusclePain
            '541': B-MuscleStiffness
            '542': B-MuscleTwitching
            '543': B-MuscleWeakness
            '544': B-MyastheniaGravis
            '545': B-MyocardialInfarction
            '546': B-MyotoniaCongenita
            '547': B-Myxedema
            '548': B-NSAID
            '549': B-Naproxen
            '550': B-Nausea
            '551': B-Neck
            '552': B-NerveDamage
            '553': B-NervePain
            '554': B-NerveProblems
            '555': B-Nervous
            '556': B-Nervousness
            '557': B-NewBreathingProblems
            '558': B-NewChestPain
            '559': B-NewCough
            '560': B-NewInfection
            '561': B-NewVisionChanges
            '562': B-Newborn
            '563': B-Nicardipine
            '564': B-Nicotine
            '565': B-NightSweats
            '566': B-NoUrination
            '567': B-NoisyBreathing
            '568': B-Nosebleed
            '569': B-Nosebleeds
            '570': B-NuclearRadiation
            '571': B-NuclearRadiationEmergency
            '572': B-Number
            '573': B-Numbness
            '574': B-NumbnessTinglyFeeling
            '575': B-OTC
            '576': B-Obesity
            '577': B-Odor
            '578': B-OlderAdults
            '579': B-OngoingDiarrhea
            '580': B-Oozing
            '581': B-OpioidMedication
            '582': B-OrganTransplant
            '583': B-OverDose
            '584': B-OverDoseSymptoms
            '585': B-OverTheCounter
            '586': B-OveractiveThyroid
            '587': B-Overdose
            '588': B-Overheating
            '589': B-Pain
            '590': B-PainBehindEyes
            '591': B-PainInLimb
            '592': B-PainRelief
            '593': B-PainSpreading
            '594': B-PainfulSkinSores
            '595': B-PainfulSores
            '596': B-PainfulUrination
            '597': B-PaleSkin
            '598': B-PancreasProblems
            '599': B-Pancreatitis
            '600': B-Panic
            '601': B-PanicAttacks
            '602': B-ParkinsonsDisease
            '603': B-PartialHairLoss
            '604': B-PartialSeizures
            '605': B-Peeling
            '606': B-PelvicPain
            '607': B-PenisInfection
            '608': B-Perforation
            '609': B-PeripheralNeuropathy
            '610': B-PeripheralVascularDisease
            '611': B-Petechiae
            '612': B-Pharmacist
            '613': B-Phenothiazine
            '614': B-Phenylalanine
            '615': B-Phenylketonuria
            '616': B-PinkUrine
            '617': B-Platelets
            '618': B-PotassiumChannelBlockers
            '619': B-PotassiumIodide
            '620': B-PoundingHeartbeats
            '621': B-PoundingInNeck
            '622': B-Pregnancy
            '623': B-PrematureBirth
            '624': B-Prescription
            '625': B-PricklyFeeling
            '626': B-ProblemsWithHearing
            '627': B-ProblemsWithSpeech
            '628': B-Protein
            '629': B-Psoriasis
            '630': B-PuffyEyes
            '631': B-PurpleSpots
            '632': B-QTInterval
            '633': B-QTc
            '634': B-Radiation
            '635': B-RadiationTreatments
            '636': B-RadioactiveIodine
            '637': B-Radioiodine
            '638': B-RapidHeartRate
            '639': B-RapidWeightGain
            '640': B-Rash
            '641': B-RaynaudSyndrome
            '642': B-Reactions
            '643': B-RedEyelids
            '644': B-RedRash
            '645': B-RedSkinRash
            '646': B-RedUrine
            '647': B-Redness
            '648': B-ReducedUrination
            '649': B-ReflexProblems
            '650': B-Reinfarction
            '651': B-ReplacementProduct
            '652': B-Restless
            '653': B-Restlessness
            '654': B-RheumatoidArthritis
            '655': B-RightSidedPain
            '656': B-RightSidedStomachPain
            '657': B-RigidMuscles
            '658': B-RingingEars
            '659': B-RingingInEars
            '660': B-Rotavirus
            '661': B-RubellaVirus
            '662': B-RunnyNose
            '663': B-RunnyOrStuffyNose
            '664': B-Salicylates
            '665': B-Schedule
            '666': B-Schizophrenia
            '667': B-SeeingHalos
            '668': B-Seizure
            '669': B-SeizureDisorder
            '670': B-SeizureMedicine
            '671': B-Seizures
            '672': B-SelfHarmThoughts
            '673': B-SensitivityToLight
            '674': B-SeriousBloodClottingProblem
            '675': B-SeriousDrugReaction
            '676': B-SeriousEffects
            '677': B-SeriousHeartProblem
            '678': B-SeriousInfections
            '679': B-SeriousMovementDisorder
            '680': B-SeriousSideEffect
            '681': B-SeriousSideEffects
            '682': B-SevereAllergicReaction
            '683': B-SevereBleeding
            '684': B-SevereBurning
            '685': B-SevereConstipation
            '686': B-SevereDiarrhea
            '687': B-SevereDiscomfort
            '688': B-SevereDizziness
            '689': B-SevereEyeRedness
            '690': B-SevereHeadache
            '691': B-SevereInflammation
            '692': B-SevereInjuries
            '693': B-SevereIrritation
            '694': B-SevereItching
            '695': B-SevereLiverDisease
            '696': B-SevereMouthThroatIrritation
            '697': B-SevereNervousSystemReaction
            '698': B-SeverePain
            '699': B-SeverePainUpperStomach
            '700': B-SevereRedness
            '701': B-SevereSkinRash
            '702': B-SevereSkinReaction
            '703': B-SevereStinging
            '704': B-SevereStomachCramps
            '705': B-SevereStomachPain
            '706': B-SevereSwelling
            '707': B-SevereWeakness
            '708': B-SexualUrges
            '709': B-Shaving
            '710': B-ShortnessOfBreath
            '711': B-ShoulderPain
            '712': B-SideEffects
            '713': B-SideOfBody
            '714': B-SidePain
            '715': B-SignsOfCHF
            '716': B-SignsOfInfection
            '717': B-SignsOfStomachBleeding
            '718': B-SinusPain
            '719': B-SkeletalMuscleBreakdown
            '720': B-SkinIrritation
            '721': B-SkinPain
            '722': B-SkinRash
            '723': B-SkinReaction
            '724': B-SkinSores
            '725': B-SkinTissues
            '726': B-SkinWound
            '727': B-SleepProblems
            '728': B-Sleepy
            '729': B-SlowBreathing
            '730': B-SlowHealing
            '731': B-SlowHeartRate
            '732': B-SlowHeartbeats
            '733': B-SlurredSpeech
            '734': B-Smoking
            '735': B-SmokingCessation
            '736': B-SmokingCessationMedicine
            '737': B-Sneezing
            '738': B-SoreThroat
            '739': B-SpeechProblems
            '740': B-SpinalBloodClot
            '741': B-SpinningSensation
            '742': B-SprayApplication
            '743': B-SprayDevice
            '744': B-SpreadingPain
            '745': B-SpreadingPainBack
            '746': B-StatusEpilepticus
            '747': B-Stent
            '748': B-Stents
            '749': B-Steroids
            '750': B-Sticking
            '751': B-Stiffness
            '752': B-Stillbirth
            '753': B-Stinging
            '754': B-Stomach
            '755': B-StomachBleeding
            '756': B-StomachBloating
            '757': B-StomachCramps
            '758': B-StomachDiscomfort
            '759': B-StomachPain
            '760': B-StomachUlcer
            '761': B-Stools
            '762': B-StorageConditions
            '763': B-Stroke
            '764': B-StuffyNose
            '765': B-SuddenDizziness
            '766': B-SuddenNumbness
            '767': B-SuddenVisionChanges
            '768': B-SuicidalThoughts
            '769': B-Surgeon
            '770': B-Surgery
            '771': B-Swallowing
            '772': B-Sweating
            '773': B-Swelling
            '774': B-SwellingFeetAnkles
            '775': B-SwellingMouthTongue
            '776': B-SwellingRapidWeightGain
            '777': B-SwellingRelief
            '778': B-SwollenGlands
            '779': B-SwollenGums
            '780': B-Symptoms
            '781': B-Tablet
            '782': B-TarryStools
            '783': B-Teenager
            '784': B-TeethProblems
            '785': B-Tenderness
            '786': B-Tests
            '787': B-Tg
            '788': B-ThiazideDiuretic
            '789': B-ThiazideDiuretics
            '790': B-Thinking
            '791': B-ThinkingProblems
            '792': B-ThoughtProblems
            '793': B-Throat
            '794': B-ThroatIrritation
            '795': B-ThroatPain
            '796': B-ThroatSoreness
            '797': B-Thyroid
            '798': B-ThyroidDisorder
            '799': B-ThyroidHarm
            '800': B-ThyroidNodules
            '801': B-ThyroidProblems
            '802': B-ThyroidToxicity
            '803': B-Thyroidectomy
            '804': B-Thyroiditis
            '805': B-Thyrotoxicosis
            '806': B-Tightness
            '807': B-Time
            '808': B-Tingling
            '809': B-TinglingArmsLegs
            '810': B-TinglyFeeling
            '811': B-Tinnitus
            '812': B-TiredFeeling
            '813': B-Tiredness
            '814': B-TobaccoProducts
            '815': B-TongueMovement
            '816': B-ToothPain
            '817': B-TorsadeDePointes
            '818': B-TreatedArea
            '819': B-Treatment
            '820': B-Treatments
            '821': B-Tremors
            '822': B-TroubleBreathing
            '823': B-TroubleConcentrating
            '824': B-TroubleSleeping
            '825': B-TroubleSpeaking
            '826': B-TroubleSwallowing
            '827': B-TroubleUnderstanding
            '828': B-Tuberculosis
            '829': B-TuberculosisMedicine
            '830': B-TumorCells
            '831': B-Tumors
            '832': B-TunnelVision
            '833': B-TyphoidFever
            '834': B-UncontrolledMovements
            '835': B-UncontrolledMuscleMovements
            '836': B-UncontrolledTwitching
            '837': B-UnevenHeartbeats
            '838': B-UnusualBleeding
            '839': B-UnusualBruising
            '840': B-UnusualCrying
            '841': B-UnusualTasteMouth
            '842': B-UnusualThoughts
            '843': B-UnusualTiredness
            '844': B-UnusualVaginalBleeding
            '845': B-UnwantedBloodClot
            '846': B-UpperBody
            '847': B-UpperBodyRash
            '848': B-UpperStomachPain
            '849': B-UpsetStomach
            '850': B-Urgency
            '851': B-UrinatingLess
            '852': B-Urination
            '853': B-UrinationPain
            '854': B-UrinationProblems
            '855': B-UrineColor
            '856': B-UrineStream
            '857': B-UrineTests
            '858': B-UseOfPeople
            '859': B-VaginalBurning
            '860': B-VaginalItching
            '861': B-VaginalRedness
            '862': B-VaginalSymptoms
            '863': B-Varenicline
            '864': B-Varicella
            '865': B-VaughanWilliamsClassification
            '866': B-Verapamil
            '867': B-ViralInfection
            '868': B-Viruses
            '869': B-Vision
            '870': B-VisionProblems
            '871': B-Vitamins
            '872': B-Vomit
            '873': B-VomitCoffeeGrounds
            '874': B-Vomiting
            '875': B-VomitingBlood
            '876': B-Warmth
            '877': B-Water
            '878': B-WateryDiarrhea
            '879': B-WateryEyes
            '880': B-WeakBreathing
            '881': B-WeakFeeling
            '882': B-WeakImmuneSystem
            '883': B-WeakPulse
            '884': B-Weakness
            '885': B-Weight
            '886': B-WeightChange
            '887': B-WeightChanges
            '888': B-WeightGain
            '889': B-WeightLoss
            '890': B-WeightProblems
            '891': B-Wellbutrin
            '892': B-Wheezing
            '893': B-WhiteBloodCells
            '894': B-WithdrawalSymptoms
            '895': B-WorseningBreathingProblems
            '896': B-WorseningLungProblems
            '897': B-WorseningTremors
            '898': B-WoundThatWillNotHeal
            '899': B-YellowFeverVirus
            '900': B-YellowedSkin
            '901': B-Zoster
            '902': B-Zyban
            '903': I-AVBlock
            '904': I-AbnormalBloodClotting
            '905': I-AbnormalBloodTests
            '906': I-AbnormalKidneyFunction
            '907': I-AbnormalLiverFunction
            '908': I-AbnormalLiverFunctionTests
            '909': I-AbnormalVaginalBleeding
            '910': I-ActiveBleeding
            '911': I-AddisonsDisease
            '912': I-AdrenalGlandDisorder
            '913': I-AdrenalGlandProblem
            '914': I-Age
            '915': I-AirRelease
            '916': I-AirTrapped
            '917': I-Alcohol
            '918': I-AllergicReaction
            '919': I-Allergy
            '920': I-AllergyTreatment
            '921': I-AlteredSenseOfTaste
            '922': I-AlteredTaste
            '923': I-Anemia
            '924': I-Angina
            '925': I-AntiEpileptic
            '926': I-Antifungal
            '927': I-AntihypertensiveAgents
            '928': I-Antipsychotic
            '929': I-AntipsychoticMedicines
            '930': I-Antiviral
            '931': I-Anxious
            '932': I-AppetiteChanges
            '933': I-AsthmaMedication
            '934': I-AutoimmuneDisorders
            '935': I-BackPain
            '936': I-BadBreath
            '937': I-BalanceProblems
            '938': I-BehaviorChanges
            '939': I-BirthControl
            '940': I-BlackStools
            '941': I-BladderBiopsy
            '942': I-BladderCancer
            '943': I-BladderControl
            '944': I-BladderInfection
            '945': I-BladderSymptoms
            '946': I-Bleeding
            '947': I-BleedingAroundIV
            '948': I-BleedingGums
            '949': I-BleedingInBrain
            '950': I-BleedingInTheBrain
            '951': I-BleedingInjury
            '952': I-BleedingInsideBody
            '953': I-BleedingProblems
            '954': I-BleedingThatWillNotStop
            '955': I-Blinking
            '956': I-Blistering
            '957': I-Blisters
            '958': I-BloodCancerType
            '959': I-BloodCellDisorder
            '960': I-BloodCellLevels
            '961': I-BloodCells
            '962': I-BloodClot
            '963': I-BloodClots
            '964': I-BloodClottingTests
            '965': I-BloodInStools
            '966': I-BloodInUrine
            '967': I-BloodInUrineStools
            '968': I-BloodLevels
            '969': I-BloodPressure
            '970': I-BloodPressureMedication
            '971': I-BloodPressureMedicine
            '972': I-BloodTests
            '973': I-BloodThinner
            '974': I-BloodVesselConditions
            '975': I-BloodyStools
            '976': I-BloodyTarryStools
            '977': I-BlueSkin
            '978': I-BlurredVision
            '979': I-BodyAches
            '980': I-BodyFatChanges
            '981': I-BodyPart
            '982': I-BoosterDose
            '983': I-BowelHabits
            '984': I-BrainWaveTest
            '985': I-BreastCancer
            '986': I-BreastMilk
            '987': I-BreastSwelling
            '988': I-Breastfeeding
            '989': I-Breathing
            '990': I-BreathingDisorder
            '991': I-BreathingProblems
            '992': I-BrownUrine
            '993': I-Bruising
            '994': I-BrushingTeeth
            '995': I-Burning
            '996': I-BurningEyes
            '997': I-BurningOrIrritation
            '998': I-BurningPain
            '999': I-BurningSensation
            '1000': I-COPD
            '1001': I-Cancer
            '1002': I-CancerMedicine
            '1003': I-CancerMedicines
            '1004': I-CancerTreatments
            '1005': I-CardiovascularMortality
            '1006': I-CataractFormation
            '1007': I-CeliacDisease
            '1008': I-CerebralThrombosis
            '1009': I-ChangesInKidneyFunction
            '1010': I-ChangesInMenstrualPeriods
            '1011': I-ChangesInTaste
            '1012': I-ChangesInVision
            '1013': I-ChangesInWeight
            '1014': I-ChangesMenstrualPeriods
            '1015': I-ChestPain
            '1016': I-ChestTightness
            '1017': I-ChokingFeeling
            '1018': I-CholesterolMedication
            '1019': I-ChronicBronchitis
            '1020': I-ClayColoredStools
            '1021': I-Coagulating
            '1022': I-Coagulation
            '1023': I-CoffeeGrounds
            '1024': I-CoffeeGroundsVomiting
            '1025': I-ColdExtremities
            '1026': I-ColdFeeling
            '1027': I-ColdFluRelief
            '1028': I-ColdHandsFeet
            '1029': I-ColdSores
            '1030': I-ColdSymptoms
            '1031': I-ColonPolyps
            '1032': I-ColorChange
            '1033': I-CommonSideEffects
            '1034': I-Completeness
            '1035': I-Confusion
            '1036': I-CongenitalHypothyroidism
            '1037': I-CongestiveHeartFailure
            '1038': I-CoordinationProblems
            '1039': I-CoronaryArteryDisease
            '1040': I-CoughMucus
            '1041': I-CoughingBlood
            '1042': I-CoughingUpBlood
            '1043': I-CoughingUpMucus
            '1044': I-CoughingUpMucusBlood
            '1045': I-CreatinineClearance
            '1046': I-Crusting
            '1047': I-CysticFibrosis
            '1048': I-CytokineReleaseSyndrome
            '1049': I-DarkUrine
            '1050': I-DecreasedAlertness
            '1051': I-DecreasedBloodCellCounts
            '1052': I-DecreasedBloodFlow
            '1053': I-DecreasedNightVision
            '1054': I-DementiaRelatedPsychosis
            '1055': I-DentalWork
            '1056': I-Depressed
            '1057': I-DermatitisHerpetiformis
            '1058': I-DifficultBreathing
            '1059': I-DifficultyBreathing
            '1060': I-DigestiveTractBleeding
            '1061': I-Diseases
            '1062': I-Dosage
            '1063': I-DosageInformation
            '1064': I-DoubleVision
            '1065': I-Drainage
            '1066': I-DroopingEyelids
            '1067': I-DrugClass
            '1068': I-DrugDose
            '1069': I-DrugInteractions
            '1070': I-DrugName
            '1071': I-DryEye
            '1072': I-DryEyes
            '1073': I-DryMouth
            '1074': I-DrySkin
            '1075': I-ECG
            '1076': I-EasyBruising
            '1077': I-EasyBruisingBleeding
            '1078': I-EffectiveRefractoryPeriod
            '1079': I-ElectrolyteImbalance
            '1080': I-EmergencyMedicalAttention
            '1081': I-EmergencyMedicalHelp
            '1082': I-EmergencyMedicalLine
            '1083': I-EnlargedProstate
            '1084': I-EnlargedThyroid
            '1085': I-ErectionProblems
            '1086': I-ExtremeFear
            '1087': I-ExtremeWeakness
            '1088': I-EyeDryness
            '1089': I-EyeInfection
            '1090': I-EyeIrritation
            '1091': I-EyeItching
            '1092': I-EyeMovement
            '1093': I-EyeMovementProblems
            '1094': I-EyePain
            '1095': I-EyePatches
            '1096': I-EyeRedness
            '1097': I-EyeSurgery
            '1098': I-EyeSwelling
            '1099': I-EyelidItching
            '1100': I-EyelidSwelling
            '1101': I-Eyes
            '1102': I-Face
            '1103': I-FacialRash
            '1104': I-FacialSwelling
            '1105': I-FastHeartRate
            '1106': I-FastHeartbeat
            '1107': I-FastHeartbeats
            '1108': I-FatalProblems
            '1109': I-FeedingProblems
            '1110': I-FeelingCold
            '1111': I-FeelingDepressed
            '1112': I-FeelingHot
            '1113': I-FeelingLightHeaded
            '1114': I-FeelingNervous
            '1115': I-FeelingShortOfBreath
            '1116': I-FeelingTiredShortOfBreath
            '1117': I-FeelingUnsteady
            '1118': I-Fertility
            '1119': I-FertilityProblems
            '1120': I-FibrinSealant
            '1121': I-Flu
            '1122': I-FluLikeSymptoms
            '1123': I-FluSymptoms
            '1124': I-Flushing
            '1125': I-FlutteringChest
            '1126': I-FoamyUrine
            '1127': I-FoodandDrugAdministration
            '1128': I-ForeignBodySensation
            '1129': I-FreezeDriedProduct
            '1130': I-FrequentUrination
            '1131': I-FruitJuice
            '1132': I-FullFeeling
            '1133': I-GamblingUrges
            '1134': I-GasPressure
            '1135': I-Gasping
            '1136': I-GeneralDiscomfort
            '1137': I-GeneralIllFeeling
            '1138': I-GenitalArea
            '1139': I-Goiter
            '1140': I-GroupSupport
            '1141': I-GumPain
            '1142': I-HIV
            '1143': I-HUV
            '1144': I-HairDryness
            '1145': I-HairLoss
            '1146': I-Hallucinations
            '1147': I-Halos
            '1148': I-HazardousActivity
            '1149': I-HeadInjury
            '1150': I-Headache
            '1151': I-HealthDepartment
            '1152': I-HealthEmployee
            '1153': I-HearingLoss
            '1154': I-HearingProblems
            '1155': I-HeartAttack
            '1156': I-HeartAttackStroke
            '1157': I-HeartBypassSurgery
            '1158': I-HeartCondition
            '1159': I-HeartDisease
            '1160': I-HeartFailure
            '1161': I-HeartFunction
            '1162': I-HeartProblems
            '1163': I-HeartRate
            '1164': I-HeartRhythmDisorder
            '1165': I-HeartRhythmMedicine
            '1166': I-Heartbeats
            '1167': I-HeatStroke
            '1168': I-HeavyFeeling
            '1169': I-HerbalProducts
            '1170': I-HerbalSupplements
            '1171': I-HighBloodPotassium
            '1172': I-HighBloodPressure
            '1173': I-HighCholesterol
            '1174': I-HighFever
            '1175': I-HighPressureSettings
            '1176': I-HighUricAcid
            '1177': I-HoarseVoice
            '1178': I-Hostility
            '1179': I-HotFlashes
            '1180': I-HotWeather
            '1181': I-HumanPlasma
            '1182': I-Hyperactive
            '1183': I-Hypertension
            '1184': I-Hypokalemia
            '1185': I-Hypothyroidism
            '1186': I-IVHeartMedication
            '1187': I-Ibuprofen
            '1188': I-ImmuneSystem
            '1189': I-Immunization
            '1190': I-IncreasedAppetite
            '1191': I-IncreasedBloodPressure
            '1192': I-IncreasedDreaming
            '1193': I-IncreasedFluidIntake
            '1194': I-IncreasedPressure
            '1195': I-IncreasedSalivation
            '1196': I-IncreasedSeizures
            '1197': I-IncreasedSensitivityToLight
            '1198': I-IncreasedSweating
            '1199': I-IncreasedThirst
            '1200': I-IncreasedUrination
            '1201': I-Infection
            '1202': I-Infections
            '1203': I-Inflammation
            '1204': I-InjectionSitePain
            '1205': I-InstructionsForUse
            '1206': I-IntenseUrges
            '1207': I-InternalBleeding
            '1208': I-IntestinalBleeding
            '1209': I-IodinePoisoning
            '1210': I-IrregularHeartbeats
            '1211': I-IrregularMenstrualPeriods
            '1212': I-Irritation
            '1213': I-Itching
            '1214': I-ItchingEars
            '1215': I-ItchyEyelids
            '1216': I-ItchySkinRash
            '1217': I-Jaundice
            '1218': I-JitteryFeeling
            '1219': I-JointPain
            '1220': I-KidneyDialysis
            '1221': I-KidneyDisease
            '1222': I-KidneyFailure
            '1223': I-KidneyFunction
            '1224': I-KidneyProblems
            '1225': I-KidneyStones
            '1226': I-LaboratoryStaff
            '1227': I-LackOfCoordination
            '1228': I-LackOfEnergy
            '1229': I-LegCramps
            '1230': I-LegPain
            '1231': I-LegSwelling
            '1232': I-LessSeriousSideEffects
            '1233': I-LifeThreateningNerveProblems
            '1234': I-LightHeaded
            '1235': I-LightHeadedFeeling
            '1236': I-LightHeadedness
            '1237': I-LightSensitivity
            '1238': I-LimpFeeling
            '1239': I-LipSmacking
            '1240': I-LiquidMedicine
            '1241': I-LittleUrination
            '1242': I-LiveVaccine
            '1243': I-LiverDamage
            '1244': I-LiverDisease
            '1245': I-LiverFunction
            '1246': I-LiverFunctions
            '1247': I-LiverProblems
            '1248': I-LongQTSyndrome
            '1249': I-LongTermUse
            '1250': I-LossOfAppetite
            '1251': I-LossOfBalance
            '1252': I-LossOfBladderControl
            '1253': I-LossOfControl
            '1254': I-LossOfCoordination
            '1255': I-LossOfMovement
            '1256': I-LowBirthWeight
            '1257': I-LowBloodCellCounts
            '1258': I-LowBloodPressure
            '1259': I-LowBloodSugar
            '1260': I-LowHemoglobin
            '1261': I-LowPlatelets
            '1262': I-LowPotassium
            '1263': I-LowRedBloodCells
            '1264': I-LowSaltDiet
            '1265': I-LowSodium
            '1266': I-LowThyroid
            '1267': I-LowWBC
            '1268': I-LowWhiteBloodCellCount
            '1269': I-LowWhiteBloodCellCounts
            '1270': I-LowWhiteBloodCells
            '1271': I-LowerBackPain
            '1272': I-LowerJaw
            '1273': I-LowerLegs
            '1274': I-LungProblems
            '1275': I-MalariaMedicine
            '1276': I-MeasuringDevice
            '1277': I-MedicalAlert
            '1278': I-MedicalConditions
            '1279': I-MedicalEmergency
            '1280': I-MedicalProcedure
            '1281': I-MedicalProduct
            '1282': I-MedicalProducts
            '1283': I-MedicalSetting
            '1284': I-MedicalTests
            '1285': I-MedicationGuide
            '1286': I-MedicationLabel
            '1287': I-Medicines
            '1288': I-MemoryProblems
            '1289': I-MenstrualChanges
            '1290': I-MentalIllness
            '1291': I-MetallicTaste
            '1292': I-Migraine
            '1293': I-MildBurning
            '1294': I-MildHeadache
            '1295': I-MildIrritation
            '1296': I-MildItching
            '1297': I-MildRash
            '1298': I-MildStinging
            '1299': I-MinorBurning
            '1300': I-MinorStinging
            '1301': I-MissingAppointment
            '1302': I-MissingDose
            '1303': I-MoodChanges
            '1304': I-MoodDisorder
            '1305': I-MoreDepressed
            '1306': I-MouthSores
            '1307': I-MovementDisorder
            '1308': I-MovementLoss
            '1309': I-MultipleSclerosis
            '1310': I-MuscleAches
            '1311': I-MuscleCramps
            '1312': I-MuscleDisorder
            '1313': I-MuscleDisorders
            '1314': I-MusclePain
            '1315': I-MuscleStiffness
            '1316': I-MuscleTwitching
            '1317': I-MuscleWeakness
            '1318': I-MyastheniaGravis
            '1319': I-MyocardialInfarction
            '1320': I-MyotoniaCongenita
            '1321': I-NSAID
            '1322': I-Naproxen
            '1323': I-Nausea
            '1324': I-NerveDamage
            '1325': I-NerveProblems
            '1326': I-Nervous
            '1327': I-Nervousness
            '1328': I-NewBreathingProblems
            '1329': I-NewChestPain
            '1330': I-NewCough
            '1331': I-NewInfection
            '1332': I-NewVisionChanges
            '1333': I-Newborn
            '1334': I-NightSweats
            '1335': I-NoUrination
            '1336': I-NoisyBreathing
            '1337': I-Nosebleeds
            '1338': I-NuclearRadiation
            '1339': I-NuclearRadiationEmergency
            '1340': I-Numbness
            '1341': I-NumbnessTinglyFeeling
            '1342': I-OTC
            '1343': I-OlderAdults
            '1344': I-OngoingDiarrhea
            '1345': I-OpioidMedication
            '1346': I-OrganTransplant
            '1347': I-OverDoseSymptoms
            '1348': I-OverTheCounter
            '1349': I-OveractiveThyroid
            '1350': I-Overdose
            '1351': I-Pain
            '1352': I-PainBehindEyes
            '1353': I-PainInLimb
            '1354': I-PainSpreading
            '1355': I-PainfulSkinSores
            '1356': I-PainfulSores
            '1357': I-PainfulUrination
            '1358': I-PaleSkin
            '1359': I-PancreasProblems
            '1360': I-PanicAttacks
            '1361': I-ParkinsonsDisease
            '1362': I-PartialHairLoss
            '1363': I-PartialSeizures
            '1364': I-Peeling
            '1365': I-PelvicPain
            '1366': I-PenisInfection
            '1367': I-Perforation
            '1368': I-PeripheralNeuropathy
            '1369': I-PeripheralVascularDisease
            '1370': I-Petechiae
            '1371': I-Phenothiazine
            '1372': I-Phenylketonuria
            '1373': I-PinkUrine
            '1374': I-PotassiumChannelBlockers
            '1375': I-PotassiumIodide
            '1376': I-PoundingHeartbeats
            '1377': I-PoundingInNeck
            '1378': I-Pregnancy
            '1379': I-PrematureBirth
            '1380': I-Prescription
            '1381': I-PricklyFeeling
            '1382': I-ProblemsWithHearing
            '1383': I-ProblemsWithSpeech
            '1384': I-Protein
            '1385': I-PuffyEyes
            '1386': I-PurpleSpots
            '1387': I-QTc
            '1388': I-RadiationTreatments
            '1389': I-RadioactiveIodine
            '1390': I-Radioiodine
            '1391': I-RapidHeartRate
            '1392': I-RapidWeightGain
            '1393': I-RaynaudSyndrome
            '1394': I-RedEyelids
            '1395': I-RedRash
            '1396': I-RedSkinRash
            '1397': I-RedUrine
            '1398': I-Redness
            '1399': I-ReducedUrination
            '1400': I-ReflexProblems
            '1401': I-ReplacementProduct
            '1402': I-Restless
            '1403': I-Restlessness
            '1404': I-RheumatoidArthritis
            '1405': I-RightSidedPain
            '1406': I-RightSidedStomachPain
            '1407': I-RigidMuscles
            '1408': I-RingingEars
            '1409': I-RingingInEars
            '1410': I-RunnyNose
            '1411': I-RunnyOrStuffyNose
            '1412': I-Schedule
            '1413': I-SeeingHalos
            '1414': I-Seizure
            '1415': I-SeizureDisorder
            '1416': I-SeizureMedicine
            '1417': I-Seizures
            '1418': I-SelfHarmThoughts
            '1419': I-SensitivityToLight
            '1420': I-SeriousBloodClottingProblem
            '1421': I-SeriousDrugReaction
            '1422': I-SeriousEffects
            '1423': I-SeriousHeartProblem
            '1424': I-SeriousMovementDisorder
            '1425': I-SeriousSideEffect
            '1426': I-SeriousSideEffects
            '1427': I-SevereAllergicReaction
            '1428': I-SevereBleeding
            '1429': I-SevereBurning
            '1430': I-SevereConstipation
            '1431': I-SevereDiarrhea
            '1432': I-SevereDiscomfort
            '1433': I-SevereDizziness
            '1434': I-SevereEyeItching
            '1435': I-SevereEyeRedness
            '1436': I-SevereHeadache
            '1437': I-SevereInflammation
            '1438': I-SevereInjuries
            '1439': I-SevereIrritation
            '1440': I-SevereItching
            '1441': I-SevereLiverDisease
            '1442': I-SevereMouthThroatIrritation
            '1443': I-SevereNervousSystemReaction
            '1444': I-SeverePain
            '1445': I-SeverePainUpperStomach
            '1446': I-SevereRedness
            '1447': I-SevereSkinRash
            '1448': I-SevereSkinReaction
            '1449': I-SevereStinging
            '1450': I-SevereStomachCramps
            '1451': I-SevereStomachPain
            '1452': I-SevereWeakness
            '1453': I-SexualUrges
            '1454': I-ShortnessOfBreath
            '1455': I-ShoulderPain
            '1456': I-SideEffects
            '1457': I-SideOfBody
            '1458': I-SidePain
            '1459': I-SignsOfCHF
            '1460': I-SignsOfInfection
            '1461': I-SignsOfStomachBleeding
            '1462': I-SinusPain
            '1463': I-SkeletalMuscleBreakdown
            '1464': I-SkinIrritation
            '1465': I-SkinPain
            '1466': I-SkinRash
            '1467': I-SkinReaction
            '1468': I-SkinSores
            '1469': I-SkinTissues
            '1470': I-SkinWound
            '1471': I-SleepProblems
            '1472': I-SlowBreathing
            '1473': I-SlowHealing
            '1474': I-SlowHeartRate
            '1475': I-SlowHeartbeats
            '1476': I-SlurredSpeech
            '1477': I-Smoking
            '1478': I-SmokingCessation
            '1479': I-SmokingCessationMedicine
            '1480': I-SoreThroat
            '1481': I-SpeechProblems
            '1482': I-SpinalBloodClot
            '1483': I-SpinningSensation
            '1484': I-SprayApplication
            '1485': I-SprayDevice
            '1486': I-SpreadingPain
            '1487': I-SpreadingPainBack
            '1488': I-StatusEpilepticus
            '1489': I-Stent
            '1490': I-Steroids
            '1491': I-Sticking
            '1492': I-Stiffness
            '1493': I-StomachBleeding
            '1494': I-StomachBloating
            '1495': I-StomachCramps
            '1496': I-StomachDiscomfort
            '1497': I-StomachPain
            '1498': I-StomachUlcer
            '1499': I-Stools
            '1500': I-StorageConditions
            '1501': I-StuffyNose
            '1502': I-SuddenDizziness
            '1503': I-SuddenNumbness
            '1504': I-SuddenVisionChanges
            '1505': I-SuicidalThoughts
            '1506': I-Swallowing
            '1507': I-Sweating
            '1508': I-Swelling
            '1509': I-SwellingFeetAnkles
            '1510': I-SwellingMouthTongue
            '1511': I-SwellingRapidWeightGain
            '1512': I-SwollenGlands
            '1513': I-SwollenGums
            '1514': I-Symptoms
            '1515': I-TarryStools
            '1516': I-TeethProblems
            '1517': I-Tenderness
            '1518': I-Tg
            '1519': I-ThiazideDiuretic
            '1520': I-ThiazideDiuretics
            '1521': I-ThinkingProblems
            '1522': I-ThroatIrritation
            '1523': I-ThroatPain
            '1524': I-ThroatSoreness
            '1525': I-Thyroid
            '1526': I-ThyroidDisorder
            '1527': I-ThyroidHarm
            '1528': I-ThyroidNodules
            '1529': I-ThyroidProblems
            '1530': I-ThyroidToxicity
            '1531': I-Tightness
            '1532': I-Time
            '1533': I-Tingling
            '1534': I-TinglingArmsLegs
            '1535': I-TinglyFeeling
            '1536': I-Tinnitus
            '1537': I-TiredFeeling
            '1538': I-Tiredness
            '1539': I-TobaccoProducts
            '1540': I-TongueMovement
            '1541': I-TorsadeDePointes
            '1542': I-TreatedArea
            '1543': I-Treatment
            '1544': I-TroubleBreathing
            '1545': I-TroubleConcentrating
            '1546': I-TroubleSleeping
            '1547': I-TroubleSpeaking
            '1548': I-TroubleSwallowing
            '1549': I-TroubleUnderstanding
            '1550': I-Tuberculosis
            '1551': I-TuberculosisMedicine
            '1552': I-TumorCells
            '1553': I-TunnelVision
            '1554': I-UncontrolledMovements
            '1555': I-UncontrolledMuscleMovements
            '1556': I-UncontrolledTwitching
            '1557': I-UnevenHeartbeats
            '1558': I-UnusualBleeding
            '1559': I-UnusualBruising
            '1560': I-UnusualCrying
            '1561': I-UnusualTasteMouth
            '1562': I-UnusualThoughts
            '1563': I-UnusualTiredness
            '1564': I-UnusualVaginalBleeding
            '1565': I-UnwantedBloodClot
            '1566': I-UpperBody
            '1567': I-UpperBodyRash
            '1568': I-UpperStomachPain
            '1569': I-UpsetStomach
            '1570': I-Urgency
            '1571': I-UrinatingLess
            '1572': I-Urination
            '1573': I-UrinationPain
            '1574': I-UrinationProblems
            '1575': I-UrineColor
            '1576': I-UrineStream
            '1577': I-UrineTests
            '1578': I-UseOfPeople
            '1579': I-VaginalBurning
            '1580': I-VaginalItching
            '1581': I-VaginalRedness
            '1582': I-VaginalSymptoms
            '1583': I-Varicella
            '1584': I-VaughanWilliamsClassification
            '1585': I-ViralInfection
            '1586': I-VisionProblems
            '1587': I-VomitCoffeeGrounds
            '1588': I-Vomiting
            '1589': I-VomitingBlood
            '1590': I-WateryEyes
            '1591': I-WeakBreathing
            '1592': I-WeakImmuneSystem
            '1593': I-WeakPulse
            '1594': I-Weakness
            '1595': I-Weight
            '1596': I-WeightChange
            '1597': I-WeightChanges
            '1598': I-WeightGain
            '1599': I-WeightLoss
            '1600': I-WeightProblems
            '1601': I-WhiteBloodCells
            '1602': I-WithdrawalSymptoms
            '1603': I-WorseningBreathingProblems
            '1604': I-WorseningLungProblems
            '1605': I-WorseningTremors
            '1606': I-WoundThatWillNotHeal
            '1607': I-YellowFeverVirus
            '1608': I-YellowedSkin
            '1609': I-Zoster
            '1610': O
  splits:
    - name: train
      num_bytes: 7121451.112111866
      num_examples: 42279
    - name: validation
      num_bytes: 890202.4439440671
      num_examples: 5285
    - name: test
      num_bytes: 890202.4439440671
      num_examples: 5285
  download_size: 943997
  dataset_size: 8901856
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*
task_categories:
  - token-classification
language:
  - en
tags:
  - medical
  - biology
size_categories:
  - 10K<n<100K

Named Entity Recognition (NER) Dataset

Overview

This dataset is designed for Named Entity Recognition (NER) tasks. It contains annotated text data with entities classified into various categories. The dataset is split into training, validation, and test sets, and is suitable for training and evaluating NER models.

Dataset Description

Features

The dataset includes the following features:

  • tokens: A sequence of strings representing the words or tokens in the text.
  • ner_tags: A sequence of integers representing the NER tags assigned to each token. The tags correspond to specific named entities in the text.

Label Mapping

The ner_tags feature uses a set of predefined labels mapped to integers as follows:

  • 0: B-AIDS
  • 1: B-AVBlock
  • 2: B-AbnormalBloodClotting
  • 3: B-AbnormalBloodTests
  • 4: B-AbnormalKidneyFunction
  • 5: B-AbnormalLiverFunction
  • 6: B-AbnormalLiverFunctionTests
  • 7: B-AbnormalVaginalBleeding
  • 8: B-Accidents
  • 9: B-Aches
  • ... (and so on) ...
  • 1610: O

Each integer represents a specific label used to annotate the entities in the text.

Splits

The dataset is divided into three splits:

  • Training Set: 80% of the dataset, used for training the NER models.

    • Number of Examples: 14,205
    • Size: 8,592,704 bytes
  • Validation Set: 10% of the dataset, used for tuning hyperparameters and validating the model.

    • Number of Examples: 5285
  • Test Set: 10% of the dataset, used for evaluating the final performance of the model.

    • Number of Examples: 5285

Usage

To load the dataset, use the datasets library as follows:

from datasets import load_dataset

dataset = load_dataset("pnr-svc/Drugs-NER-Data")