Counts of Each Symptom

Exploratory Data Analysis

Some symptoms after vaccination are more common than others.

What is the distribution of symptoms found for vaccinations?

First, see:
Normalized Table AD_2019_ALL_SYMP_NORM

—

 

use VAERS_2019
go

select sum(sym_cnt) Total_symptoms
from dbo.[VAERSDATA]
go

Total_symptoms:
2,834,970

—


select symptom,
count(*) Count
from dbo.[AD_2019_ALL_SYMP_NORM]
group by symptom  
order by 2 desc, 1

Rows: 10,961

Symptom	Count	Percent Weight	Percent Running Total
Pyrexia (fever)	121,099	4.37851	4.37851
Injection site erythema (redness of the skin)	80,757	2.91989	7.29839
No adverse event	68,141	2.46374	9.76213
Injection site pain	62,877	2.27341	12.03554	10%
Pain	58,674	2.12144	14.15698
Injection site swelling	53,941	1.95032	16.10730
Erythema (Redness of the skin)	50,436	1.82359	17.93088
Rash	50,229	1.81610	19.74698
Headache	49,446	1.78779	21.53478	20%
Pruritus (Severe Itching)	35,417	1.28055	22.81533
Pain in extremity	35,185	1.27216	24.08749
Nausea	34,809	1.25857	25.34606
Vomiting	33,780	1.22137	26.56743
Dizziness	32,759	1.18445	27.75188
Urticaria (Hives, Skin rash)	32,563	1.17736	28.92924
Injection site warmth	31,823	1.15061	30.07984	30%
Chills	29,395	1.06282	31.14266
Incorrect product storage	29,367	1.06181	32.20447
Fatigue	27,764	1.00385	33.20832
Myalgia (muscle pain)	25,950	0.93826	34.14658
Asthenia (weakness)	22,278	0.80549	34.95207
Injection site oedema (fluid retention)	22,034	0.79667	35.74874
Arthralgia (joint pain)	21,655	0.78297	36.53171
Malaise (general discomfort)	20,849	0.75383	37.28553
Dyspnoea (Shortness of breath)	20,226	0.73130	38.01683
Diarrhoea	19,963	0.72179	38.73862
Swelling	17,974	0.64988	39.38850
Injection site hypersensitivity	17,918	0.64785	40.03635	40%
Cough	16,117	0.58273	40.61909
Syncope (fainting)	15,637	0.56538	41.18446
Oedema peripheral (fluid causing swelling)	15,636	0.56534	41.74981
Herpes zoster (Shingles)	15,506	0.56064	42.31045
Paraesthesia (abnormal skin sensation)	15,405	0.55699	42.86744
Skin warm	15,119	0.54665	43.41409
Injection site induration	14,997	0.54224	43.95632
Crying	14,908	0.53902	44.49534
Injection site reaction	14,212	0.51386	45.00920
Pallor (pale skin)	14,057	0.50825	45.51745
Convulsion	14,019	0.50688	46.02433
Infection	13,341	0.48236	46.50669
Drug ineffective	12,666	0.45796	46.96465
Cellulitis (bacterial skin infection)	12,480	0.45123	47.41588
Injection site pruritus (skin itching irritation)	12,410	0.44870	47.86458
Hypoaesthesia (numbness)	11,699	0.42299	48.28758
Injection site mass	11,333	0.40976	48.69734
Tremor	11,090	0.40098	49.09831
Feeling hot	10,662	0.38550	49.48381
Product storage error	10,596	0.38311	49.86693
Hyperhidrosis (sweating)	10,579	0.38250	50.24943	50%
Vasodilatation (widening of blood vessels)	10,467	0.37845	50.62787
Agitation	10,407	0.37628	51.00415
Rash erythematous (redness of the skin)	10,282	0.37176	51.37592
Peripheral swelling	9,945	0.35958	51.73549
Injection site rash	9,796	0.35419	52.08968
Loss of consciousness	9,740	0.35216	52.44184
Body temperature increased	9,620	0.34783	52.78967
Somnolence (long sleeping)	9,087	0.32855	53.11822
Irritability	9,072	0.32801	53.44623
Inappropriate schedule of drug administration	8,868	0.32064	53.76687
Lymphadenopathy (lymph nodes abnormal in size)	8,775	0.31727	54.08414
Influenza like illness	8,758	0.31666	54.40080
Screaming	8,556	0.30936	54.71015
Hypersensitivity	8,416	0.30429	55.01445
Tenderness	8,304	0.30024	55.31469
Immediate post-injection reaction	8,213	0.29695	55.61164
Abdominal pain	8,087	0.29240	55.90404
Back pain	7,759	0.28054	56.18458
Oedema (fluid causing swelling)	7,716	0.27898	56.46356
Neck pain	7,608	0.27508	56.73864
Muscular weakness	7,427	0.26853	57.00717
Decreased appetite	7,414	0.26806	57.27524
Chest pain	7,258	0.26242	57.53766
Condition aggravated	7,170	0.25924	57.79690
Rash maculo-papular	7,071	0.25566	58.05256
Rash vesicular	7,061	0.25530	58.30786
Hypotonia (low muscle tone)	6,981	0.25241	58.56027
Musculoskeletal stiffness	6,976	0.25223	58.81250
Injected limb mobility decreased	6,966	0.25187	59.06437
Blister	6,959	0.25161	59.31598
Insomnia	6,914	0.24999	59.56596
Incorrect storage of drug	6,906	0.24970	59.81566
Mobility decreased	6,804	0.24601	60.06167	60%
Musculoskeletal pain	6,603	0.23874	60.30041
Lethargy	6,525	0.23592	60.53633
Rash generalised	6,424	0.23227	60.76860
Laboratory test abnormal	6,414	0.23191	61.00051
Gait disturbance	6,102	0.22063	61.22113
Unevaluable event	6,075	0.21965	61.44078
Wrong drug administered	5,937	0.21466	61.65544
Expired product administered	5,789	0.20931	61.86475
Feeling abnormal	5,754	0.20804	62.07280
Dermatitis bullous (autoimmune skin disease)	5,654	0.20443	62.27723
Rash pruritic	5,651	0.20432	62.48155
Influenza (flu)	5,518	0.19951	62.68106
Hypokinesia (decreased bodily movement)	5,370	0.19416	62.87522
Oropharyngeal (mouth and pharynx) pain	5,353	0.19355	63.06876
Cyanosis (bluish skin discolouration)	5,265	0.19036	63.25913
Febrile (fever) convulsion	5,248	0.18975	63.44888
Local reaction	5,150	0.18621	63.63508
Vaccination failure	5,062	0.18302	63.81811
Rash macular	5,010	0.18114	63.99925
Fall	4,978	0.17999	64.17924
Viral infection	4,888	0.17673	64.35597
Drug administered to patient of inappropriate age	4,844	0.17514	64.53111
Abdominal pain upper	4,758	0.17203	64.70314
Blood test	4,673	0.16896	64.87210
Induration (hardening of soft tissue)	4,643	0.16787	65.03998
Rhinorrhoea (nasal cavity filled with fluid)	4,617	0.16693	65.20691
Muscle spasms	4,338	0.15685	65.36376
Swelling face	4,289	0.15508	65.51883
Rash papular	4,288	0.15504	65.67387
Chest discomfort	4,283	0.15486	65.82873
Anorexia	4,255	0.15385	65.98257
Local swelling	4,179	0.15110	66.13367
Pneumonia	4,152	0.15012	66.28379
Expired drug administered	4,149	0.15001	66.43381
Wheezing	4,131	0.14936	66.58317
Pharyngitis (inflammation in back of the throat)	4,128	0.14925	66.73242
Death	4,071	0.14719	66.87962
Heart rate increased	4,047	0.14633	67.02594
Guillain-Barre syndrome (muscle weakness caused by immune system damage)	3,974	0.14369	67.16963
Injection site inflammation	3,852	0.13928	67.30890
Laboratory test	3,792	0.13711	67.44601
Contusion	3,787	0.13692	67.58293
Face oedema	3,697	0.13367	67.71660
Full blood count	3,679	0.13302	67.84962
Flushing	3,551	0.12839	67.97801
Activities of daily living impaired	3,449	0.12470	68.10272
Injection site urticaria	3,419	0.12362	68.22633
Burning sensation	3,399	0.12290	68.34923
Dyskinesia ( involuntary muscle movements)	3,391	0.12261	68.47184
Skin discolouration	3,370	0.12185	68.59368
Seizure	3,362	0.12156	68.71524
Anxiety	3,359	0.12145	68.83669
Apnoea	3,345	0.12094	68.95764
Muscle twitching	3,286	0.11881	69.07645
Vaccination complication	3,268	0.11816	69.19460
Exposure during pregnancy	3,262	0.11794	69.31255
Rhinitis	3,227	0.11668	69.42922
C-reactive protein increased	3,225	0.11661	69.54583
Discomfort	3,223	0.11653	69.66236
White blood cell count increased	3,197	0.11559	69.77795
Unresponsive to stimuli	3,188	0.11527	69.89322
Sleep disorder	3,179	0.11494	70.00816	70%
Extra dose administered	3,109	0.11241	70.12057
Laboratory test normal	3,107	0.11234	70.23291
Injection site cellulitis	3,069	0.11096	70.34387
Palpitations	3,067	0.11089	70.45476
Inflammation	3,058	0.11057	70.56533
Stupor	3,053	0.11039	70.67572
Incorrect dose administered	3,040	0.10992	70.78563
Full blood count normal	2,998	0.10840	70.89403
Tachycardia	2,976	0.10760	71.00163
Throat tightness	2,951	0.10670	71.10833
Skin ulcer	2,947	0.10655	71.21488
Hypotension	2,937	0.10619	71.32107
Gaze palsy	2,913	0.10532	71.42640
Dysphagia	2,904	0.10500	71.53140
Skin lesion	2,899	0.10482	71.63621
Dehydration	2,888	0.10442	71.74063
Vision blurred	2,885	0.10431	71.84494
Drug exposure during pregnancy	2,856	0.10326	71.94821
Asthma	2,818	0.10189	72.05010
Eye swelling	2,766	0.10001	72.15010
Nuclear magnetic resonance imaging	2,751	0.09947	72.24957
Nasal congestion	2,749	0.09939	72.34896
Medication error	2,738	0.09900	72.44796
Injection site vesicles	2,700	0.09762	72.54558
Joint range of motion decreased	2,685	0.09708	72.64266
Feeling cold	2,672	0.09661	72.73927
Lip swelling	2,669	0.09650	72.83577
Haematochezia	2,665	0.09636	72.93213
Hypertonia	2,653	0.09592	73.02805
Blood test normal	2,625	0.09491	73.12297
Confusional state	2,613	0.09448	73.21744
Injection site nodule	2,606	0.09422	73.31167
Abnormal behaviour	2,578	0.09321	73.40488
Vertigo	2,522	0.09119	73.49606
Otitis media	2,515	0.09093	73.58700
Autism	2,475	0.08949	73.67648
Joint swelling	2,469	0.08927	73.76575
Cold sweat	2,424	0.08764	73.85340
Speech disorder	2,417	0.08739	73.94079
Intussusception ((intestine foldings)	2,394	0.08656	74.02735
Abdominal discomfort	2,360	0.08533	74.11268
Hypertension	2,351	0.08500	74.19768
Migraine	2,346	0.08482	74.28250
Arthritis	2,326	0.08410	74.36660
Ocular hyperaemia	2,321	0.08392	74.45052
Varicella (Chickenpox)	2,316	0.08374	74.53426
Anaphylactic (serious allergic) reaction	2,294	0.08294	74.61720
Dysphonia (hoarse voice)	2,259	0.08168	74.69888
Petechiae (small hematoma)	2,259	0.08168	74.78056
Nasopharyngitis (inflammation of the nasopharynx)	2,210	0.07991	74.86046
Chest X-ray normal	2,196	0.07940	74.93986
Presyncope (Lightheadedness)	2,195	0.07936	75.01923
Electrocardiogram normal	2,187	0.07907	75.09830
Computerised tomogram normal	2,172	0.07853	75.17683
Polymerase chain reaction	2,169	0.07842	75.25526
Injection site bruising	2,157	0.07799	75.33324
Balance disorder	2,142	0.07745	75.41069
Rotavirus test positive	2,090	0.07557	75.48626
Pharyngeal oedema	2,065	0.07466	75.56092
Vaccine positive rechallenge	2,065	0.07466	75.63559
Throat irritation	2,035	0.07358	75.70916
Pruritus generalised	2,021	0.07307	75.78224
Varicella post vaccine	1,975	0.07141	75.85364
Incorrect route of drug administration	1,972	0.07130	75.92495
Computerised tomogram	1,941	0.07018	75.99512
Electroencephalogram normal	1,918	0.06935	76.06447
Eye movement disorder	1,886	0.06819	76.13266
Electrocardiogram	1,884	0.06812	76.20078
Eye pain	1,877	0.06787	76.26865
Platelet count decreased	1,875	0.06779	76.33644
Nuclear magnetic resonance imaging normal	1,867	0.06750	76.40395
Pharyngolaryngeal pain	1,853	0.06700	76.47094
Paralysis	1,840	0.06653	76.53747
Blood pressure increased	1,827	0.06606	76.60353
Loss of personal independence in daily activities	1,822	0.06588	76.66941
Weight decreased	1,818	0.06573	76.73514
Staring	1,794	0.06487	76.80000
Disturbance in attention	1,775	0.06418	76.86418
Tinnitus	1,775	0.06418	76.92836
Alanine aminotransferase increased	1,754	0.06342	76.99178
Visual impairment	1,728	0.06248	77.05426
Abasia	1,721	0.06223	77.11648
Intensive care	1,717	0.06208	77.17856
Ear pain	1,708	0.06176	77.24032
Aspartate aminotransferase increased	1,688	0.06103	77.30135
Product administered to patient of inappropriate age	1,687	0.06100	77.36234
Head injury	1,682	0.06082	77.42316
Urine analysis normal	1,680	0.06074	77.48390
Erythema multiforme	1,671	0.06042	77.54432
Injection site discolouration	1,628	0.05886	77.60318
Leukocytosis	1,607	0.05810	77.66129
X-ray	1,606	0.05807	77.71935
Red blood cell sedimentation rate increased	1,604	0.05800	77.77735
Blood glucose normal	1,597	0.05774	77.83509
Blood culture negative	1,596	0.05771	77.89280
Vaccination site swelling	1,588	0.05742	77.95021
Chest X-ray	1,582	0.05720	78.00741
Neuralgia	1,579	0.05709	78.06450
Lumbar puncture	1,572	0.05684	78.12134
Constipation	1,571	0.05680	78.17814
Ecchymosis	1,557	0.05630	78.23444
Metabolic function test	1,553	0.05615	78.29059
Depressed level of consciousness	1,549	0.05601	78.34659
Gastroenteritis rotavirus	1,544	0.05583	78.40242
Skin nodule	1,543	0.05579	78.45821
Underdose	1,543	0.05579	78.51400
Myasthenic syndrome	1,541	0.05572	78.56972
Upper respiratory tract infection	1,539	0.05565	78.62536
Facial palsy	1,537	0.05557	78.68093
C-reactive protein normal	1,522	0.05503	78.73596
Electroencephalogram abnormal	1,522	0.05503	78.79099
Urine analysis	1,520	0.05496	78.84595
Hypersomnia	1,517	0.05485	78.90080
Immunoglobulin therapy	1,517	0.05485	78.95565
Respiratory tract congestion	1,510	0.05460	79.01025
Photophobia	1,507	0.05449	79.06473
Encephalitis	1,504	0.05438	79.11911
Influenza virus test negative	1,502	0.05431	79.17342
Hypotonic-hyporesponsive episode	1,497	0.05413	79.22755
Swollen tongue	1,496	0.05409	79.28164
Vaccination site pain	1,480	0.05351	79.33515
Conjunctivitis	1,468	0.05308	79.38823
Impaired work ability	1,467	0.05304	79.44127
Thrombocytopenia	1,443	0.05217	79.49344
Nuclear magnetic resonance imaging abnormal	1,437	0.05196	79.54540
Sepsis	1,437	0.05196	79.59735
Bronchitis	1,432	0.05178	79.64913
Bacterial infection	1,431	0.05174	79.70087
Meningitis	1,415	0.05116	79.75203
Haemoglobin normal	1,407	0.05087	79.80290
Depression	1,390	0.05026	79.85316
Restlessness	1,374	0.04968	79.90284
Grand mal convulsion	1,362	0.04925	79.95209
Paraesthesia oral	1,362	0.04925	80.00133	80%
Eyelid oedema	1,359	0.04914	80.05047
Axillary pain	1,355	0.04899	80.09946
Limb discomfort	1,355	0.04899	80.14845
Coma	1,342	0.04852	80.19697
Coordination abnormal	1,331	0.04812	80.24510
Gastrointestinal disorder	1,328	0.04802	80.29311
Anaemia	1,322	0.04780	80.34091
Nervous system disorder	1,322	0.04780	80.38871
Disorientation	1,309	0.04733	80.43604
Alopecia	1,307	0.04726	80.48330
Multiple sclerosis	1,307	0.04726	80.53055
Sudden infant death syndrome	1,307	0.04726	80.57781
Aphasia	1,289	0.04661	80.62441
Electroencephalogram	1,288	0.04657	80.67098
Blood pressure decreased	1,286	0.04650	80.71748
Amnesia	1,262	0.04563	80.76311
Dysgeusia	1,251	0.04523	80.80834
Dysstasia	1,251	0.04523	80.85357
CSF test abnormal	1,245	0.04502	80.89859
Respiratory disorder	1,229	0.04444	80.94303
Lacrimation increased	1,225	0.04429	80.98732
Rash pustular	1,225	0.04429	81.03161
Bradycardia	1,217	0.04400	81.07561
White blood cell count normal	1,217	0.04400	81.11961
Adverse event	1,214	0.04389	81.16351
Nodule	1,201	0.04342	81.20693
Neuropathy	1,200	0.04339	81.25032
Injection site abscess	1,198	0.04332	81.29363
Injection site haemorrhage	1,198	0.04332	81.33695
Pertussis	1,192	0.04310	81.38005
Sneezing	1,186	0.04288	81.42293
Joint stiffness	1,182	0.04274	81.46567
Respiratory tract infection	1,174	0.04245	81.50811
Blood glucose increased	1,171	0.04234	81.55045
Eczema	1,168	0.04223	81.59268
Epistaxis	1,166	0.04216	81.63484
No reaction on previous exposure to drug	1,162	0.04201	81.67686
Gastroenteritis	1,153	0.04169	81.71854
Mass	1,145	0.04140	81.75994
Epilepsy	1,144	0.04136	81.80131
Drug administered at inappropriate site	1,143	0.04133	81.84263
Memory impairment	1,141	0.04125	81.88389
Eye disorder	1,140	0.04122	81.92511
Ultrasound scan	1,129	0.04082	81.96593
Antibody test negative	1,126	0.04071	82.00664
Hyperaesthesia	1,120	0.04050	82.04713
Hyperventilation	1,115	0.04031	82.08745
Nervousness	1,115	0.04031	82.12776
Haemorrhage	1,112	0.04021	82.16797
Cognitive disorder	1,104	0.03992	82.20789
Sinusitis	1,104	0.03992	82.24780
Nuclear magnetic resonance imaging brain normal	1,103	0.03988	82.28768
Hypoxia	1,095	0.03959	82.32727
Sensory disturbance	1,091	0.03945	82.36672
Haemoglobin decreased	1,087	0.03930	82.40602
Urinary incontinence	1,085	0.03923	82.44525
Injection site haematoma	1,073	0.03880	82.48405
Osteoarthritis	1,073	0.03880	82.52284
Rash morbilliform	1,073	0.03880	82.56164
Chest X-ray abnormal	1,067	0.03858	82.60022
Scab	1,061	0.03836	82.63858
Eye pruritus	1,060	0.03833	82.67691
Visual disturbance	1,050	0.03796	82.71487
Ultrasound scan normal	1,049	0.03793	82.75280
Hypoaesthesia oral	1,038	0.03753	82.79033
Respiratory arrest	1,029	0.03721	82.82753
Bone pain	1,026	0.03710	82.86463
Urinary tract infection	1,025	0.03706	82.90169
Streptococcus test positive	1,017	0.03677	82.93846
Wrong product administered	1,015	0.03670	82.97516
Abortion spontaneous	1,013	0.03663	83.01179
Movement disorder	1,002	0.03623	83.04802
Surgery	998	0.03608	83.08410
Peripheral coldness	997	0.03605	83.12015
Abdominal distension	992	0.03587	83.15602
Dyspepsia	990	0.03580	83.19181
Rotavirus infection	989	0.03576	83.22757
Injection site discomfort	977	0.03533	83.26289
Skin exfoliation	969	0.03504	83.29793
Hot flush	968	0.03500	83.33293
Injury	957	0.03460	83.36753
Inappropriate schedule of product administration	954	0.03449	83.40202
Purpura	951	0.03439	83.43641
Lymph node pain	936	0.03384	83.47025
Night sweats	929	0.03359	83.50384
Abscess	926	0.03348	83.53732
Diplopia	924	0.03341	83.57073
Posture abnormal	919	0.03323	83.60396
Blood creatine phosphokinase increased	918	0.03319	83.63715
Metabolic function test normal	916	0.03312	83.67027
Dysarthria	907	0.03279	83.70306
Hyperpyrexia	905	0.03272	83.73578
Angioedema	901	0.03258	83.76836
Electrocardiogram abnormal	901	0.03258	83.80094
Ultrasound scan abnormal	899	0.03251	83.83344
Emotional distress	895	0.03236	83.86580
Eye irritation	886	0.03204	83.89784
Neurological examination normal	875	0.03164	83.92947
Nuclear magnetic resonance imaging brain abnormal	875	0.03164	83.96111
Immune system disorder	871	0.03149	83.99260
Respiratory distress	868	0.03138	84.02399
Computerised tomogram head	863	0.03120	84.05519
Lung disorder	861	0.03113	84.08632
Streptococcus test negative	860	0.03110	84.11742
Blindness	855	0.03091	84.14833
Culture urine negative	844	0.03052	84.17885
Listless	844	0.03052	84.20936
Cardiac arrest	841	0.03041	84.23977
Vaccination site warmth	841	0.03041	84.27018
Rheumatoid arthritis	838	0.03030	84.30048
Blood culture	829	0.02997	84.33045
Diet refusal	828	0.02994	84.36039
Dry skin	823	0.02976	84.39014
Antinuclear antibody negative	819	0.02961	84.41976
Arthropathy	818	0.02958	84.44933
Nuchal rigidity	817	0.02954	84.47887
Pain in jaw	815	0.02947	84.50834
Skin burning sensation	815	0.02947	84.53781
Hepatic function abnormal	811	0.02932	84.56713
Computerised tomogram head normal	810	0.02929	84.59642
Neuropathy peripheral	809	0.02925	84.62567
Laryngospasm	806	0.02914	84.65481
Bursitis	805	0.02911	84.68391
Retching	804	0.02907	84.71298
Muscle tightness	802	0.02900	84.74198
VIIth nerve paralysis	802	0.02900	84.77098
Dry mouth	801	0.02896	84.79994
Productive cough	800	0.02893	84.82887
Blood creatinine normal	799	0.02889	84.85776
CSF protein increased	799	0.02889	84.88664
Encephalopathy	794	0.02871	84.91535
Skin disorder	794	0.02871	84.94406
Adverse reaction	788	0.02849	84.97255
Platelet count normal	783	0.02831	85.00086
X-ray normal	781	0.02824	85.02910
Jaundice	770	0.02784	85.05694
Lumbar puncture normal	769	0.02780	85.08475
Faeces discoloured	766	0.02770	85.11244
Deafness	765	0.02766	85.14010
Thrombocytopenic purpura	761	0.02752	85.16762
General physical health deterioration	760	0.02748	85.19509
Vasculitis	742	0.02683	85.22192
Serum sickness	740	0.02676	85.24868
Injection site irritation	739	0.02672	85.27540
Ear infection	727	0.02629	85.30168
Polymerase chain reaction positive	724	0.02618	85.32786
Enema administration	721	0.02607	85.35393
Difficulty in walking	716	0.02589	85.37982
White blood cell count decreased	716	0.02589	85.40571
Flatulence	713	0.02578	85.43149
Poor quality sleep	713	0.02578	85.45727
C-reactive protein	711	0.02571	85.48297
Injection site infection	710	0.02567	85.50864
Sensation of heaviness	710	0.02567	85.53431
Hallucination	709	0.02564	85.55995
Red blood cell sedimentation rate normal	708	0.02560	85.58555
Shock	708	0.02560	85.61115
Hepatitis	704	0.02545	85.63660
Endotracheal intubation	703	0.02542	85.66202
Middle insomnia	701	0.02535	85.68736
Smear cervix abnormal	700	0.02531	85.71267
Pregnancy test positive	695	0.02513	85.73780
Delirium	688	0.02488	85.76268
Facial paralysis	686	0.02480	85.78748
Ultrasound abdomen abnormal	685	0.02477	85.81225
Hepatitis B antibody negative	683	0.02470	85.83694
Optic neuritis	682	0.02466	85.86160
Eye discharge	676	0.02444	85.88604
Muscle rigidity	675	0.02441	85.91045
Echocardiogram normal	674	0.02437	85.93482
Blood culture positive	673	0.02433	85.95915
Blood lactate dehydrogenase increased	673	0.02433	85.98349
Extensive swelling of vaccinated limb	672	0.02430	86.00778
Influenza A virus test positive	671	0.02426	86.03204
Product quality issue	671	0.02426	86.05630
Altered state of consciousness	670	0.02423	86.08053
Allergy to vaccine	669	0.02419	86.10472
Decreased immune responsiveness	669	0.02419	86.12891
Thirst	663	0.02397	86.15288
Gastrooesophageal reflux disease	662	0.02394	86.17681
Acne	661	0.02390	86.20071
Oxygen saturation decreased	661	0.02390	86.22461
Aggression	654	0.02365	86.24826
Skin reaction	653	0.02361	86.27187
Computerised tomogram abnormal	652	0.02357	86.29544
Mucous stools	652	0.02357	86.31902
Electromyogram abnormal	651	0.02354	86.34256
Seizure like phenomena	649	0.02347	86.36602
Demyelination	648	0.02343	86.38945
Incorrect route of product administration	648	0.02343	86.41288
Autopsy	646	0.02336	86.43624
Oral herpes	644	0.02329	86.45952
CSF test normal	642	0.02321	86.48273
CSF culture negative	637	0.02303	86.50577
Respiratory rate increased	636	0.02300	86.52876
Blood alkaline phosphatase increased	634	0.02292	86.55168
Blood sodium normal	634	0.02292	86.57461
Blood test abnormal	629	0.02274	86.59735
Heart rate decreased	623	0.02253	86.61988
Blood potassium normal	621	0.02245	86.64233
Salivary hypersecretion	620	0.02242	86.66475
Nuclear magnetic resonance imaging brain	614	0.02220	86.68695
Hemiparesis	612	0.02213	86.70907
Apathy	610	0.02206	86.73113
Alanine aminotransferase normal	608	0.02198	86.75311
Haematocrit decreased	608	0.02198	86.77510
Leukopenia	607	0.02195	86.79704
Bacterial test negative	606	0.02191	86.81895
Autoimmune disorder	605	0.02188	86.84083
Weight bearing difficulty	605	0.02188	86.86270
Haematocrit normal	601	0.02173	86.88443
Vasodilation procedure	599	0.02166	86.90609
Syringe issue	598	0.02162	86.92771
Blood creatinine increased	596	0.02155	86.94926
Cerebrovascular accident	595	0.02151	86.97077
Blood electrolytes normal	592	0.02141	86.99218
Fibromyalgia	592	0.02141	87.01358
Dysuria	591	0.02137	87.03495
Product preparation error	590	0.02133	87.05628
Borrelia test negative	588	0.02126	87.07754
Maternal exposure during pregnancy	586	0.02119	87.09873
Neurodevelopmental disorder	585	0.02115	87.11988
Abdominal X-ray	582	0.02104	87.14093
Pain of skin	581	0.02101	87.16193
Skin irritation	581	0.02101	87.18294
Ataxia	579	0.02094	87.20387
Gait inability	579	0.02094	87.22481
Vaccination site erythema	577	0.02086	87.24567
Product administered at inappropriate site	576	0.02083	87.26650
Grip strength decreased	572	0.02068	87.28718
Systemic lupus erythematosus	571	0.02065	87.30782
Blood urea normal	570	0.02061	87.32843
Mumps	567	0.02050	87.34893
Aspartate aminotransferase normal	565	0.02043	87.36936
Diabetes mellitus	563	0.02036	87.38972
Hepatitis B	563	0.02036	87.41007
Haematoma	559	0.02021	87.43029
Interchange of vaccine products	559	0.02021	87.45050
Mechanical ventilation	557	0.02014	87.47064
Body temperature	554	0.02003	87.49067
Opisthotonus	554	0.02003	87.51070
Biopsy skin abnormal	551	0.01992	87.53062
Mydriasis	550	0.01989	87.55051
Tongue oedema	549	0.01985	87.57036
Diarrhoea haemorrhagic	548	0.01981	87.59017
Resuscitation	548	0.01981	87.60998
Sensory loss	547	0.01978	87.62976
Antinuclear antibody	546	0.01974	87.64950
Incomplete course of vaccination	546	0.01974	87.66924
Liver function test abnormal	546	0.01974	87.68899
Foetal disorder	544	0.01967	87.70865
Vomiting projectile	544	0.01967	87.72832
Facial pain	543	0.01963	87.74796
Hypophagia	543	0.01963	87.76759
Myelitis transverse	536	0.01938	87.78697
Papule	536	0.01938	87.80635
Viral test negative	535	0.01934	87.82569
Arrhythmia	533	0.01927	87.84496
Caesarean section	533	0.01927	87.86424
Mental retardation severity unspecified	532	0.01924	87.88347
Red blood cell sedimentation rate	532	0.01924	87.90271
Mouth ulceration	530	0.01916	87.92187
Echocardiogram	528	0.01909	87.94096
Urine analysis abnormal	528	0.01909	87.96005
Neurological symptom	527	0.01905	87.97910
Hypoacusis	526	0.01902	87.99812
Blood bilirubin increased	525	0.01898	88.01710
Post herpetic neuralgia	525	0.01898	88.03609
Similar reaction on previous exposure to drug	520	0.01880	88.05489
Wrong technique in drug usage process	520	0.01880	88.07369
Autism spectrum disorder	517	0.01869	88.09238
Choking	517	0.01869	88.11108
Antinuclear antibody positive	516	0.01866	88.12973
Culture negative	514	0.01858	88.14832
Hypoventilation	514	0.01858	88.16690
Oral intake reduced	514	0.01858	88.18549
Stomatitis	514	0.01858	88.20407
Blood chloride normal	513	0.01855	88.22262
Ear disorder	513	0.01855	88.24117
X-ray abnormal	513	0.01855	88.25971
Dermatitis	512	0.01851	88.27823
Papilloma viral infection	512	0.01851	88.29674
No therapeutic response	511	0.01848	88.31521
Human papilloma virus test positive	506	0.01830	88.33351
Myelitis	506	0.01830	88.35181
Thinking abnormal	505	0.01826	88.37006
Generalised tonic-clonic seizure	503	0.01819	88.38825
Periarthritis	502	0.01815	88.40640
Foetal exposure during pregnancy	501	0.01811	88.42452
Electromyogram	499	0.01804	88.44256
Feeling of body temperature change	496	0.01793	88.46049
Drooling	495	0.01790	88.47839
Pneumococcal bacteraemia	495	0.01790	88.49629
Blood creatine phosphokinase normal	494	0.01786	88.51415
Henoch-Schonlein purpura	494	0.01786	88.53201
Platelet count increased	493	0.01783	88.54983
Angioneurotic oedema	490	0.01772	88.56755
Incorrect product formulation administered	489	0.01768	88.58523
Musculoskeletal disorder	481	0.01739	88.60262
Skin tightness	481	0.01739	88.62001
Drug administration error	479	0.01732	88.63733
Developmental delay	478	0.01728	88.65462
Tongue disorder	476	0.01721	88.67183
Drug toxicity	475	0.01717	88.68900
Hypothermia	475	0.01717	88.70617
Parotitis	475	0.01717	88.72335
Hyporeflexia	473	0.01710	88.74045
Kawasaki’s disease	473	0.01710	88.75755
Bordetella test positive	470	0.01699	88.77455
Tonic clonic movements	470	0.01699	88.79154
Pharyngeal erythema	469	0.01696	88.80850
Pollakiuria	469	0.01696	88.82545
Tendonitis	469	0.01696	88.84241
Gamma-glutamyltransferase increased	467	0.01689	88.85930
Pericarditis	467	0.01689	88.87618
Lymphadenitis	466	0.01685	88.89303
Personality disorder	465	0.01681	88.90984
Body temperature decreased	464	0.01678	88.92662
Nerve injury	464	0.01678	88.94340
Muscle atrophy	463	0.01674	88.96014
Culture stool negative	462	0.01670	88.97684
Liver function test normal	462	0.01670	88.99355
Myositis	462	0.01670	89.01025
Psychomotor hyperactivity	462	0.01670	89.02695
Respiratory failure	462	0.01670	89.04366
Hepatitis B surface antibody negative	458	0.01656	89.06022
Meningitis pneumococcal	458	0.01656	89.07678
Musculoskeletal discomfort	458	0.01656	89.09334
Abnormal faeces	457	0.01652	89.10986
Anaphylactoid reaction	457	0.01652	89.12638
Sensation of foreign body	457	0.01652	89.14291
Differential white blood cell count	454	0.01642	89.15932
Lumbar puncture abnormal	454	0.01642	89.17574
Hypoaesthesia facial	450	0.01627	89.19201
Amblyopia	449	0.01623	89.20824
Haematuria	449	0.01623	89.22448
Blood calcium normal	448	0.01620	89.24067
Hyperacusis	448	0.01620	89.25687
Visual acuity reduced	445	0.01609	89.27296
Bedridden	444	0.01605	89.28902
Laryngitis	444	0.01605	89.30507
Food allergy	443	0.01602	89.32109
Myocarditis	442	0.01598	89.33707
Vaccination site induration	442	0.01598	89.35305
Ophthalmic herpes zoster	439	0.01587	89.36892
Sinus congestion	438	0.01584	89.38476
Decreased eye contact	437	0.01580	89.40056
Disability	437	0.01580	89.41636
Areflexia	436	0.01576	89.43212
Cytomegalovirus test negative	434	0.01569	89.44782
Injection site streaking	434	0.01569	89.46351
Impaired driving ability	433	0.01566	89.47916
Blood thyroid stimulating hormone normal	432	0.01562	89.49478
Myoclonus	432	0.01562	89.51040
Culture	431	0.01558	89.52599
Monoplegia	431	0.01558	89.54157
Anaphylactic shock	429	0.01551	89.55708
Idiopathic thrombocytopenic purpura	428	0.01548	89.57255
Circulatory collapse	427	0.01544	89.58799
Musculoskeletal chest pain	426	0.01540	89.60340
Mood altered	424	0.01533	89.61873
Wrong technique in product usage process	424	0.01533	89.63406
Heart rate irregular	423	0.01529	89.64935
Rotator cuff syndrome	422	0.01526	89.66461
Vaccination site reaction	415	0.01501	89.67961
Measles antibody negative	411	0.01486	89.69447
Neuritis	411	0.01486	89.70933
CSF glucose normal	407	0.01472	89.72405
Facial paresis	407	0.01472	89.73877
Acute disseminated encephalomyelitis	406	0.01468	89.75345
Bronchospasm	405	0.01464	89.76809
Hepatitis B surface antigen positive	404	0.01461	89.78270
Shoulder pain	403	0.01457	89.79727
Atrial fibrillation	402	0.01454	89.81180
Hyperglycaemia	402	0.01454	89.82634
Varicella virus test positive	402	0.01454	89.84087
Ear discomfort	401	0.01450	89.85537
Ultrasound abdomen normal	401	0.01450	89.86987
Echocardiogram abnormal	400	0.01446	89.88433
Blood sodium decreased	399	0.01443	89.89876
HIV test negative	399	0.01443	89.91318
Immune thrombocytopenic purpura	399	0.01443	89.92761
Tic	399	0.01443	89.94204
Abortion	398	0.01439	89.95643
Neurological examination	398	0.01439	89.97082
Blood glucose decreased	396	0.01432	89.98514
Blood urea increased	396	0.01432	89.99945
Mental impairment	393	0.01421	90.01366	90%
Syncope vasovagal	393	0.01421	90.02787
Injection site anaesthesia	391	0.01414	90.04201
Walking aid user	390	0.01410	90.05611
Decreased activity	389	0.01407	90.07018
Injection site papule	387	0.01399	90.08417
Muscle contractions involuntary	385	0.01392	90.09809
Postural orthostatic tachycardia syndrome	384	0.01388	90.11197
Breast pain	383	0.01385	90.12582
Culture urine	382	0.01381	90.13963
X-ray limb normal	382	0.01381	90.15344
Overdose	381	0.01378	90.16722
Bronchiolitis	379	0.01370	90.18092
Dizziness postural	379	0.01370	90.19463
Cardiovascular disorder	378	0.01367	90.20829
Allergy test	376	0.01360	90.22189
Contraindication to vaccination	376	0.01360	90.23548
Neurological examination abnormal	376	0.01360	90.24908
Blood pressure	375	0.01356	90.26264
Hyporesponsive to stimuli	375	0.01356	90.27620
Mumps antibody test negative	375	0.01356	90.28975
Vaginal haemorrhage	375	0.01356	90.30331
Menstruation irregular	374	0.01352	90.31684
X-ray limb	373	0.01349	90.33032
Mental status changes	372	0.01345	90.34377
Product preparation issue	372	0.01345	90.35722
Motor dysfunction	369	0.01334	90.37056
Blood glucose	368	0.01331	90.38387
Neutrophil count increased	367	0.01327	90.39714
CSF white blood cell count increased	366	0.01323	90.41037
Generalised erythema	366	0.01323	90.42361
Myofascitis	366	0.01323	90.43684
Cervical dysplasia	365	0.01320	90.45004
Tonsillitis	365	0.01320	90.46323
Immunology test	364	0.01316	90.47639
Postictal state	362	0.01309	90.48948
Drug hypersensitivity	360	0.01302	90.50250
Head discomfort	359	0.01298	90.51548
Increased upper airway secretion	359	0.01298	90.52846
White blood cell count	359	0.01298	90.54144
Rubella antibody negative	358	0.01294	90.55438
Hepatic enzyme increased	356	0.01287	90.56725
Skin striae	355	0.01284	90.58009
Strabismus	353	0.01276	90.59285
Lymphocyte percentage increased	352	0.01273	90.60558
Blood immunoglobulin G	351	0.01269	90.61827
Blood immunoglobulin M	351	0.01269	90.63096
Breath sounds abnormal	351	0.01269	90.64365
Speech disorder developmental	351	0.01269	90.65634
Myocardial infarction	350	0.01266	90.66900
Neutropenia	349	0.01262	90.68162
Feeding disorder	347	0.01255	90.69416
Stridor	347	0.01255	90.70671
Livedo reticularis	346	0.01251	90.71922
Photosensitivity reaction	346	0.01251	90.73173
Weight increased	345	0.01247	90.74420
Eyelid ptosis	344	0.01244	90.75664
Injection site joint pain	344	0.01244	90.76908
Stomach discomfort	343	0.01240	90.78148
Nystagmus	342	0.01237	90.79385
Neutrophil percentage decreased	340	0.01229	90.80614
Blood bilirubin normal	339	0.01226	90.81840
Amenorrhoea	336	0.01215	90.83055
Chronic fatigue syndrome	336	0.01215	90.84269
Brain oedema	335	0.01211	90.85481
Deafness unilateral	335	0.01211	90.86692
Secretion discharge	335	0.01211	90.87903
Herpes simplex	334	0.01208	90.89111
Tachypnoea	334	0.01208	90.90318
Hepatitis B surface antigen negative	332	0.01200	90.91519
Muscle disorder	332	0.01200	90.92719
Petit mal epilepsy	331	0.01197	90.93916
Biopsy	330	0.01193	90.95109
CSF protein normal	330	0.01193	90.96302
Rheumatoid factor negative	330	0.01193	90.97495
Adenovirus test	329	0.01190	90.98685
Pneumococcal infection	329	0.01190	90.99875
Hemiplegia	327	0.01182	91.01057
Paraparesis	327	0.01182	91.02239
Blood thyroid stimulating hormone	326	0.01179	91.03418
Pleural effusion	326	0.01179	91.04597
Accidental exposure to product	325	0.01175	91.05772
Blood alkaline phosphatase normal	325	0.01175	91.06947
Unintended pregnancy	325	0.01175	91.08122
Blood immunoglobulin G normal	323	0.01168	91.09290
Epstein-Barr virus test negative	322	0.01164	91.10454
Peripheral vascular disorder	322	0.01164	91.11618
Antisocial behaviour	321	0.01161	91.12779
Scar	321	0.01161	91.13939
Lacrimal disorder	320	0.01157	91.15096
Electromyogram normal	319	0.01153	91.16250
Staphylococcal infection	319	0.01153	91.17403
Type 1 diabetes mellitus	319	0.01153	91.18557
Wheelchair user	319	0.01153	91.19710
Renal failure	318	0.01150	91.20860
Hypoglycaemia	317	0.01146	91.22006
Moaning	316	0.01143	91.23148
Pneumonia pneumococcal	316	0.01143	91.24291
Flank pain	315	0.01139	91.25430
Neutrophil count decreased	314	0.01135	91.26565
Injection site discharge	313	0.01132	91.27697
Chromaturia	312	0.01128	91.28825
Respiration abnormal	312	0.01128	91.29953
Dry eye	311	0.01125	91.31078
Social avoidant behaviour	311	0.01125	91.32202
Abdominal pain lower	310	0.01121	91.33323
Hyperthermia	310	0.01121	91.34444
Neutrophil percentage increased	310	0.01121	91.35565
Panic attack	309	0.01117	91.36682
Vaccination site rash	309	0.01117	91.37799
Cardiac disorder	308	0.01114	91.38913
Injection site hypoaesthesia	306	0.01106	91.40019
Secondary transmission	306	0.01106	91.41125
Eating disorder	305	0.01103	91.42228
Full blood count abnormal	305	0.01103	91.43331
Nerve conduction studies	305	0.01103	91.44434
Accidental exposure	303	0.01096	91.45529
Vaccination error	302	0.01092	91.46621
Visual field defect	301	0.01088	91.47710
Autonomic nervous system imbalance	300	0.01085	91.48794
Blood urine present	300	0.01085	91.49879
Heart rate normal	300	0.01085	91.50964
Fasciitis	298	0.01078	91.52041
Streptococcus test	298	0.01078	91.53119
Allergy to metals	297	0.01074	91.54192
Foaming at mouth	297	0.01074	91.55266
Type III immune complex mediated reaction	297	0.01074	91.56340
Eye oedema	296	0.01070	91.57410
Injection site paraesthesia	296	0.01070	91.58481
Lower respiratory tract infection	296	0.01070	91.59551
Measles	296	0.01070	91.60621
Blood albumin decreased	295	0.01067	91.61688
Depressed mood	295	0.01067	91.62754
Injection site movement impairment	294	0.01063	91.63817
Injection site pustule	294	0.01063	91.64880
Streptococcus identification test negative	293	0.01059	91.65940
Sluggishness	292	0.01056	91.66995
Injection site extravasation	291	0.01052	91.68048
Nerve conduction studies abnormal	291	0.01052	91.69100
Occult blood positive	291	0.01052	91.70152
Differential white blood cell count normal	290	0.01049	91.71200
Ultrasound antenatal screen normal	290	0.01049	91.72249
Dermatitis allergic	289	0.01045	91.73294
Lymphocyte count increased	288	0.01041	91.74335
Thrombosis	288	0.01041	91.75376
Breath holding	285	0.01031	91.76407
Blood potassium decreased	284	0.01027	91.77434
Fluid intake reduced	284	0.01027	91.78461
Oxygen saturation normal	284	0.01027	91.79487
Uveitis	283	0.01023	91.80511
Anger	279	0.01009	91.81519
CSF test	279	0.01009	91.82528
Dysmenorrhoea	278	0.01005	91.83533
Herpes simplex serology negative	278	0.01005	91.84538
Infantile spasms	278	0.01005	91.85544
Haematemesis	277	0.01002	91.86545
Dermatitis contact	276	0.00998	91.87543
Ultrasound abdomen	276	0.00998	91.88541
Incorrect drug dosage form administered	275	0.00994	91.89535
Pulmonary oedema	275	0.00994	91.90530
Status epilepticus	274	0.00991	91.91520
Abortion induced	273	0.00987	91.92507
Gastrointestinal haemorrhage	273	0.00987	91.93494
Frequent bowel movements	272	0.00984	91.94478
Rotavirus test negative	272	0.00984	91.95461
Paresis	271	0.00980	91.96441
Parotid gland enlargement	271	0.00980	91.97421
Fear	270	0.00976	91.98397
Dry throat	269	0.00973	91.99370
Hearing impaired	269	0.00973	92.00342
Polymyalgia rheumatica	269	0.00973	92.01315
Oral pain	268	0.00969	92.02284
Influenza virus test positive	267	0.00965	92.03249
Menorrhagia	267	0.00965	92.04215
Plasmapheresis	264	0.00955	92.05169
Infantile spitting up	263	0.00951	92.06120
Scratch	263	0.00951	92.07071
Influenza serology negative	262	0.00947	92.08018
Psoriasis	262	0.00947	92.08966
Adverse drug reaction	261	0.00944	92.09909
Formication	260	0.00940	92.10850
Injection site scab	260	0.00940	92.11790
Red blood cell count normal	260	0.00940	92.12730
Face injury	258	0.00933	92.13663
Menstrual disorder	258	0.00933	92.14595
Oedema mouth	258	0.00933	92.15528
Hepatitis B surface antibody positive	257	0.00929	92.16457
Hypopnoea	257	0.00929	92.17387
Lymphocyte percentage decreased	256	0.00926	92.18312
Hyperbilirubinaemia	255	0.00922	92.19234
Quality of life decreased	254	0.00918	92.20153
Blood creatine phosphokinase	253	0.00915	92.21067
Central nervous system lesion	253	0.00915	92.21982
Hepatomegaly	253	0.00915	92.22897
Meningism	253	0.00915	92.23812
Nuclear magnetic resonance imaging spinal abnormal	252	0.00911	92.24723
Biopsy skin	251	0.00908	92.25630
Blood product transfusion	251	0.00908	92.26538
Cardiac failure	251	0.00908	92.27445
Polyneuropathy	251	0.00908	92.28353
Rectal haemorrhage	251	0.00908	92.29260
Blood albumin normal	250	0.00904	92.30164
Radiculitis brachial	250	0.00904	92.31068
CSF white blood cell count negative	249	0.00900	92.31969
Urinary retention	249	0.00900	92.32869
Upper respiratory tract congestion	248	0.00897	92.33765
Borrelia test	247	0.00893	92.34659
Fontanelle bulging	247	0.00893	92.35552
Hepatitis B core antibody positive	247	0.00893	92.36445
Allergy test positive	246	0.00889	92.37334
Injection site atrophy	246	0.00889	92.38224
Off label use	246	0.00889	92.39113
Blood count normal	245	0.00886	92.39999
Eosinophilia	244	0.00882	92.40881
Faecal incontinence	244	0.00882	92.41763
Scan brain	244	0.00882	92.42646
Antibody test positive	243	0.00879	92.43524
Hepatitis B DNA assay positive	243	0.00879	92.44403
Hypothyroidism	243	0.00879	92.45281
Gastritis	242	0.00875	92.46156
Bone disorder	241	0.00871	92.47028
Diplegia	241	0.00871	92.47899
Polyarthritis	241	0.00871	92.48770
Synovitis	241	0.00871	92.49642
Cold compress therapy	240	0.00868	92.50510
Emotional disorder	240	0.00868	92.51377
Skin test positive	240	0.00868	92.52245
Mononucleosis heterophile test negative	239	0.00864	92.53109
Laceration	238	0.00861	92.53970
Mental disorder	238	0.00861	92.54830
Colitis	237	0.00857	92.55687
Narcolepsy	237	0.00857	92.56544
Tension	237	0.00857	92.57401
Immunisation reaction	236	0.00853	92.58254
Chronic obstructive pulmonary disease	235	0.00850	92.59104
Culture positive	235	0.00850	92.59954
Erysipelas	235	0.00850	92.60803
Cyst	234	0.00846	92.61649
Hyperreflexia	234	0.00846	92.62495
Congenital anomaly	233	0.00842	92.63338
Culture throat negative	233	0.00842	92.64180
Hyperaemia	233	0.00842	92.65023
Apparent life threatening event	232	0.00839	92.65862
Maternal exposure before pregnancy	232	0.00839	92.66700
Personality change	232	0.00839	92.67539
Pulmonary congestion	232	0.00839	92.68378
Ageusia	230	0.00832	92.69210
Aphonia	230	0.00832	92.70041
Blood potassium increased	230	0.00832	92.70873
Influenza A virus test negative	230	0.00832	92.71704
Spinal pain	230	0.00832	92.72536
Erythema nodosum	229	0.00828	92.73364
No adverse effect	228	0.00824	92.74188
Clonus	227	0.00821	92.75009
Bed rest	226	0.00817	92.75826
Fluid retention	226	0.00817	92.76643
Antineutrophil cytoplasmic antibody negative	224	0.00810	92.77453
Axillary mass	223	0.00806	92.78260
Exposure via skin contact	222	0.00803	92.79062
Fungal infection	222	0.00803	92.79865
Bacterial test positive	221	0.00799	92.80664
Skin plaque	221	0.00799	92.81463
Toothache	221	0.00799	92.82262
Allergy test negative	220	0.00795	92.83058
Haemoptysis	220	0.00795	92.83853
Hyponatraemia	220	0.00795	92.84648
Oral mucosal blistering	220	0.00795	92.85444
Dermatitis atopic	219	0.00792	92.86236
Lymphocytosis	219	0.00792	92.87028
Troponin I increased	219	0.00792	92.87819
Urine human chorionic gonadotropin positive	219	0.00792	92.88611
Groin pain	218	0.00788	92.89399
Blepharospasm	217	0.00785	92.90184
Cheilitis	217	0.00785	92.90969
Viral test	217	0.00785	92.91753
Croup infectious	216	0.00781	92.92534
CSF cell count normal	216	0.00781	92.93315
Culture stool	216	0.00781	92.94096
Premature labour	216	0.00781	92.94877
Cardio-respiratory arrest	215	0.00777	92.95654
Incontinence	215	0.00777	92.96432
Partial seizures	215	0.00777	92.97209
Periorbital oedema	215	0.00777	92.97987
Sinus headache	215	0.00777	92.98764
Stevens-Johnson syndrome	215	0.00777	92.99541
Trismus	215	0.00777	93.00319
Glossodynia	214	0.00774	93.01092
Influenza B virus test	214	0.00774	93.01866
Sialoadenitis	214	0.00774	93.02640
Tendon disorder	214	0.00774	93.03414
Dermatitis exfoliative	213	0.00770	93.04184
Eyelid function disorder	213	0.00770	93.04954
Feeling jittery	213	0.00770	93.05724
Pelvic pain	213	0.00770	93.06494
Eosinophil percentage	212	0.00767	93.07261
Lymphocyte percentage	212	0.00767	93.08027
Myopathy	212	0.00767	93.08794
Painful respiration	212	0.00767	93.09560
Blood cholesterol increased	211	0.00763	93.10323
Eosinophil count increased	211	0.00763	93.11086
Influenza B virus test positive	211	0.00763	93.11849
Stress	211	0.00763	93.12612
Lymphangitis	210	0.00759	93.13371
Varicella virus test negative	210	0.00759	93.14130
Renal impairment	209	0.00756	93.14886
Borrelia burgdorferi serology negative	208	0.00752	93.15638
Respiratory syncytial virus test negative	208	0.00752	93.16390
Skin infection	208	0.00752	93.17142
Grunting	207	0.00748	93.17891
Stool analysis	207	0.00748	93.18639
Vertical infection transmission	207	0.00748	93.19388
Clumsiness	206	0.00745	93.20132
Dysaesthesia	205	0.00741	93.20874
Joint effusion	205	0.00741	93.21615
Localised oedema	205	0.00741	93.22356
No adverse reaction	205	0.00741	93.23097
Proteinuria	205	0.00741	93.23838
Appendicectomy	204	0.00738	93.24576
Chemotherapy	204	0.00738	93.25314
Infectious mononucleosis	204	0.00738	93.26051
Monocyte percentage increased	204	0.00738	93.26789
Purulent discharge	204	0.00738	93.27526
Thyroid function test normal	204	0.00738	93.28264
Complement factor C3	203	0.00734	93.28998
Intestinal obstruction	203	0.00734	93.29732
Delivery	202	0.00730	93.30462
Dysphemia	202	0.00730	93.31193
Rhabdomyolysis	202	0.00730	93.31923
Anogenital warts	201	0.00727	93.32650
Antibody test	201	0.00727	93.33376
Circumstance or information capable of leading to medication error	201	0.00727	93.34103
Enterovirus test negative	201	0.00727	93.34830
Premature baby	201	0.00727	93.35557
Biopsy muscle abnormal	200	0.00723	93.36280
Intracranial pressure increased	199	0.00720	93.36999
Red blood cell count decreased	199	0.00720	93.37719
Skin papilloma	199	0.00720	93.38438
Blood immunoglobulin M normal	198	0.00716	93.39154
Immunology test normal	198	0.00716	93.39870
Dermatitis diaper	197	0.00712	93.40582
Rheumatoid factor	197	0.00712	93.41295
Atelectasis	196	0.00709	93.42003
Body temperature normal	196	0.00709	93.42712
Needle issue	196	0.00709	93.43421
Basophil percentage decreased	195	0.00705	93.44126
Computerised tomogram head abnormal	195	0.00705	93.44831
Hepatitis A	195	0.00705	93.45536
High-pitched crying	195	0.00705	93.46241
Infection transmission via personal contact	195	0.00705	93.46946
Mood swings	195	0.00705	93.47651
Nephrotic syndrome	195	0.00705	93.48356
Neuralgic amyotrophy	195	0.00705	93.49061
Tonic convulsion	195	0.00705	93.49766
Vaccination site inflammation	195	0.00705	93.50471
Bacteraemia	194	0.00701	93.51173
Granuloma	194	0.00701	93.51874
Nuclear magnetic resonance imaging spinal	194	0.00701	93.52576
Orthostatic intolerance	194	0.00701	93.53277
Stool analysis normal	194	0.00701	93.53978
Vaccination site oedema	194	0.00701	93.54680
Blindness unilateral	193	0.00698	93.55378
Incisional drainage	193	0.00698	93.56075
Transfusion	193	0.00698	93.56773
Angiogram	192	0.00694	93.57468
CSF culture positive	192	0.00694	93.58162
Splenomegaly	192	0.00694	93.58856
Barium enema	191	0.00691	93.59547
Blood pressure normal	191	0.00691	93.60237
Monocyte count increased	191	0.00691	93.60928
Muscle fatigue	191	0.00691	93.61618
Stool analysis abnormal	191	0.00691	93.62309
Coagulation test normal	190	0.00687	93.62996
Computerised tomogram thorax abnormal	190	0.00687	93.63683
Eosinophil count normal	190	0.00687	93.64370
Eye rolling	190	0.00687	93.65057
Measles post vaccine	190	0.00687	93.65744
Nonspecific reaction	190	0.00687	93.66431
Pancreatitis	190	0.00687	93.67118
Hypokalaemia	189	0.00683	93.67801
Blood calcium decreased	188	0.00680	93.68481
Culture stool positive	187	0.00676	93.69157
Inflammatory marker increased	186	0.00673	93.69829
Cystitis	185	0.00669	93.70498
Laryngeal oedema	185	0.00669	93.71167
White blood cell disorder	185	0.00669	93.71836
Blood immunoglobulin G increased	184	0.00665	93.72501
Vaccination site cellulitis	184	0.00665	93.73167
Oral administration complication	183	0.00662	93.73828
Post-tussive vomiting	183	0.00662	93.74490
Accidental overdose	182	0.00658	93.75148
Exposure to communicable disease	182	0.00658	93.75806
Incoherent	182	0.00658	93.76464
Protein urine present	182	0.00658	93.77122
Regressive behaviour	182	0.00658	93.77780
Wound	182	0.00658	93.78438
Blood amylase increased	181	0.00654	93.79093
Cardiac monitoring	181	0.00654	93.79747
Oxygen supplementation	181	0.00654	93.80402
Pericardial effusion	181	0.00654	93.81056
Angina pectoris	179	0.00647	93.81703
Concussion	179	0.00647	93.82350
Post vaccination syndrome	179	0.00647	93.82998
Pulse absent	179	0.00647	93.83645
Complex regional pain syndrome	178	0.00644	93.84288
Epstein-Barr virus antibody negative	178	0.00644	93.84932
Limb mass	178	0.00644	93.85576
Affect lability	177	0.00640	93.86216
Gastrointestinal tube insertion	177	0.00640	93.86855
Ultrasound Doppler	177	0.00640	93.87495
Urine output decreased	177	0.00640	93.88135
Basophil percentage	176	0.00636	93.88772
Cardiomyopathy	176	0.00636	93.89408
Troponin increased	176	0.00636	93.90044
Cerebellar ataxia	175	0.00633	93.90677
Hepatitis C test negative	175	0.00633	93.91310
Influenza virus test	175	0.00633	93.91943
Nightmare	175	0.00633	93.92575
Transaminases increased	175	0.00633	93.93208
Viral rash	175	0.00633	93.93841
Bacterial test	174	0.00629	93.94470
Cerebral haemorrhage	174	0.00629	93.95099
Mean cell volume normal	174	0.00629	93.95728
Meningococcal infection	174	0.00629	93.96357
Eosinophil percentage increased	173	0.00626	93.96983
Hepatitis C antibody negative	173	0.00626	93.97608
Torticollis	173	0.00626	93.98234
X-ray limb abnormal	173	0.00626	93.98859
Blood bicarbonate normal	172	0.00622	93.99481
Dystonia	172	0.00622	94.00103
Herpes virus infection	172	0.00622	94.00725
Antibody test abnormal	171	0.00618	94.01343
Blood immunoglobulin A normal	171	0.00618	94.01962
Excessive eye blinking	171	0.00618	94.02580
Gingival bleeding	171	0.00618	94.03198
Lymphocyte count normal	171	0.00618	94.03816
Apgar score normal	170	0.00615	94.04431
Complement factor C4	170	0.00615	94.05046
Excoriation	170	0.00615	94.05660
Viral upper respiratory tract infection	170	0.00615	94.06275
Brain injury	169	0.00611	94.06886
Yellow skin	169	0.00611	94.07497
Crohn’s disease	168	0.00607	94.08105
Liver function test	168	0.00607	94.08712
Meningitis viral	168	0.00607	94.09319
Hepatitis B test negative	167	0.00604	94.09923
Pulse abnormal	167	0.00604	94.10527
Abnormal dreams	166	0.00600	94.11127
Activated partial thromboplastin time normal	166	0.00600	94.11727
Basophil count decreased	166	0.00600	94.12328
Diagnostic procedure	166	0.00600	94.12928
Pregnancy test urine positive	166	0.00600	94.13528
Salivary gland enlargement	166	0.00600	94.14128
Lividity	165	0.00597	94.14725
Neonatal disorder	165	0.00597	94.15321
Product use issue	165	0.00597	94.15918
Therapy non-responder	165	0.00597	94.16515
Blood magnesium normal	164	0.00593	94.17108
Colitis ulcerative	164	0.00593	94.17701
Orthostatic hypotension	164	0.00593	94.18293
Coagulopathy	163	0.00589	94.18883
Hepatitis B core antibody negative	163	0.00589	94.19472
Liver disorder	163	0.00589	94.20062
Mean cell volume decreased	163	0.00589	94.20651
Neisseria test positive	163	0.00589	94.21240
Neutrophil percentage	163	0.00589	94.21830
Pulmonary embolism	163	0.00589	94.22419
Renal pain	163	0.00589	94.23008
Thrombocythaemia	163	0.00589	94.23598
Abscess drainage	162	0.00586	94.24183
Autoimmune thyroiditis	162	0.00586	94.24769
Odynophagia	162	0.00586	94.25355
Alpha 1 foetoprotein normal	161	0.00582	94.25937
Blood immunoglobulin E increased	161	0.00582	94.26519
Furuncle	161	0.00582	94.27101
Gene sequencing	161	0.00582	94.27683
Haemolytic anaemia	161	0.00582	94.28265
Muscle swelling	161	0.00582	94.28848
Neoplasm malignant	161	0.00582	94.29430
Ophthalmological examination normal	161	0.00582	94.30012
Renal function test normal	161	0.00582	94.30594
Acidosis	160	0.00579	94.31172
Exercise tolerance decreased	160	0.00579	94.31751
Melaena	160	0.00579	94.32329
Regurgitation	160	0.00579	94.32908
Arthropod bite	159	0.00575	94.33483
Culture throat	159	0.00575	94.34058
Eructation	159	0.00575	94.34633
Monocyte percentage	159	0.00575	94.35207
Oral discomfort	159	0.00575	94.35782
Blood lactic acid increased	158	0.00571	94.36354
Dyspnoea exertional	158	0.00571	94.36925
Lymphocyte count decreased	158	0.00571	94.37496
Basophil count normal	157	0.00568	94.38064
Head banging	157	0.00568	94.38631
Limb injury	157	0.00568	94.39199
Nuclear magnetic resonance imaging spinal normal	157	0.00568	94.39767
Skin mass	157	0.00568	94.40334
Sudden death	157	0.00568	94.40902
Generalised oedema	156	0.00564	94.41466
Irritable bowel syndrome	156	0.00564	94.42030
Tearfulness	156	0.00564	94.42594
Upper extremity mass	156	0.00564	94.43158
Aphthous stomatitis	155	0.00560	94.43719
Culture urine positive	155	0.00560	94.44279
Lymphoedema	155	0.00560	94.44840
Necrosis	155	0.00560	94.45400
Platelet count	155	0.00560	94.45960
Blindness transient	154	0.00557	94.46517
Haemoglobin	154	0.00557	94.47074
Meningitis aseptic	154	0.00557	94.47631
Panic reaction	154	0.00557	94.48188
Computerised tomogram abdomen abnormal	153	0.00553	94.48741
Oxygen saturation	153	0.00553	94.49294
Cardiomegaly	152	0.00550	94.49844
Eye inflammation	152	0.00550	94.50393
Hyperkinesia	152	0.00550	94.50943
Immunology test abnormal	152	0.00550	94.51492
Fibrosis tendinous	151	0.00546	94.52038
Herpes simplex test negative	151	0.00546	94.52584
Lip blister	151	0.00546	94.53130
CSF protein	150	0.00542	94.53673
Gastric disorder	150	0.00542	94.54215
Measles antibody positive	150	0.00542	94.54757
Serology test	150	0.00542	94.55300
Ultrasound antenatal screen abnormal	150	0.00542	94.55842
Conversion disorder	149	0.00539	94.56381
Gastrointestinal pain	149	0.00539	94.56919
Sinus disorder	149	0.00539	94.57458
Streptococcus identification test	149	0.00539	94.57997
Carpal tunnel syndrome	148	0.00535	94.58532
Cerebellar syndrome	148	0.00535	94.59067
Influenza serology positive	148	0.00535	94.59602
Joint injury	148	0.00535	94.60137
Mouth swelling	148	0.00535	94.60672
Oral pruritus	148	0.00535	94.61208
Skin laceration	148	0.00535	94.61743
Skin swelling	148	0.00535	94.62278
Body temperature fluctuation	147	0.00532	94.62809
Chronic inflammatory demyelinating polyradiculoneuropathy	147	0.00532	94.63341
Ear swelling	147	0.00532	94.63872
Ophthalmological examination	147	0.00532	94.64404
Respiratory syncytial virus infection	147	0.00532	94.64935
Blood creatine phosphokinase MB increased	146	0.00528	94.65463
Immunoglobulins increased	146	0.00528	94.65991
Metal poisoning	146	0.00528	94.66519
Milk allergy	146	0.00528	94.67047
Mouth haemorrhage	146	0.00528	94.67575
Tonsillar hypertrophy	146	0.00528	94.68103
Bruxism	145	0.00524	94.68627
Carbon dioxide normal	145	0.00524	94.69151
Complement factor normal	145	0.00524	94.69675
CSF oligoclonal band present	145	0.00524	94.70200
Cytomegalovirus test positive	145	0.00524	94.70724
Ophthalmoplegia	145	0.00524	94.71248
Polyuria	145	0.00524	94.71772
Thermal burn	145	0.00524	94.72297
Viral test positive	145	0.00524	94.72821
Injection site necrosis	144	0.00521	94.73342
Muscle strain	144	0.00521	94.73862
Feeding disorder of infancy or early childhood	143	0.00517	94.74379
Macule	143	0.00517	94.74896
Monoparesis	143	0.00517	94.75413
Ophthalmological examination abnormal	143	0.00517	94.75930
Pregnancy test negative	143	0.00517	94.76448
Food intolerance	142	0.00513	94.76961
Gastroenteritis viral	142	0.00513	94.77474
Hepatic enzyme abnormal	142	0.00513	94.77988
Photopsia	142	0.00513	94.78501
Drug screen negative	141	0.00510	94.79011
Ill-defined disorder	141	0.00510	94.79521
Poor feeding infant	141	0.00510	94.80031
Cerebral infarction	140	0.00506	94.80537
CSF cell count increased	140	0.00506	94.81043
Enteritis	140	0.00506	94.81549
Epstein-Barr virus antibody positive	140	0.00506	94.82055
Extensor plantar response	140	0.00506	94.82562
Obsessive-compulsive disorder	140	0.00506	94.83068
Pharyngitis streptococcal	140	0.00506	94.83574
Acute kidney injury	139	0.00503	94.84077
Auricular swelling	139	0.00503	94.84579
Blood immunoglobulin G decreased	139	0.00503	94.85082
Carbon dioxide decreased	139	0.00503	94.85584
Nerve conduction studies normal	139	0.00503	94.86087
Aspiration	138	0.00499	94.86586
Immunodeficiency	138	0.00499	94.87085
Respiratory rate decreased	138	0.00499	94.87584
Attention deficit/hyperactivity disorder	137	0.00495	94.88079
Conjunctival hyperaemia	137	0.00495	94.88574
Heart rate	137	0.00495	94.89070
Asphyxia	136	0.00492	94.89561
Blood pH normal	136	0.00492	94.90053
Mucous membrane disorder	136	0.00492	94.90545
Troponin I	136	0.00492	94.91037
Blood creatinine decreased	135	0.00488	94.91525
Cardiac failure congestive	135	0.00488	94.92013
Faeces pale	135	0.00488	94.92501
Therapeutic response decreased	135	0.00488	94.92989
Vaccination site granuloma	135	0.00488	94.93477
Blood phosphorus normal	134	0.00485	94.93962
Blood thyroid stimulating hormone decreased	134	0.00485	94.94446
Childhood disintegrative disorder	134	0.00485	94.94931
Deep vein thrombosis	134	0.00485	94.95415
Abdominal tenderness	133	0.00481	94.95896
Haemorrhage subcutaneous	133	0.00481	94.96377
HIV antibody negative	133	0.00481	94.96858
Menstruation delayed	133	0.00481	94.97339
Growth retardation	132	0.00477	94.97816
Intra-uterine death	132	0.00477	94.98293
Neoplasm	132	0.00477	94.98771
Blood creatinine	131	0.00474	94.99244
Blood electrolytes	131	0.00474	94.99718
Blood pH decreased	131	0.00474	95.00191	95%
Cardiac murmur	131	0.00474	95.00665
Quadriplegia	131	0.00474	95.01139
Raynaud’s phenomenon	131	0.00474	95.01612
Sleep apnoea syndrome	131	0.00474	95.02086
Slow response to stimuli	131	0.00474	95.02560
Vaccine breakthrough infection	131	0.00474	95.03033
Aphagia	130	0.00470	95.03503
Cow pox	130	0.00470	95.03973
Hallucination, visual	130	0.00470	95.04443
…
Vitamin K decreased	1	0.00004	99.99812
Vitamin K deficiency	1	0.00004	99.99816
Vitreoretinal traction syndrome	1	0.00004	99.99819
Vitreous opacities	1	0.00004	99.99823
Vocal cord atrophy	1	0.00004	99.99826
Vocal cord inflammation	1	0.00004	99.99830
Vocal cord polyp	1	0.00004	99.99834
Volume blood	1	0.00004	99.99837
Volume blood increased	1	0.00004	99.99841
Volvulus of small bowel	1	0.00004	99.99845
Von Willebrand’s factor antigen abnormal	1	0.00004	99.99848
Von Willebrand’s factor antigen increased	1	0.00004	99.99852
Von Willebrand’s factor antigen normal	1	0.00004	99.99855
Von Willebrand’s factor multimers normal	1	0.00004	99.99859
Von Willebrand’s factor multimers test	1	0.00004	99.99863
Vth nerve injury	1	0.00004	99.99866
Vulva cyst	1	0.00004	99.99870
Vulval haemorrhage	1	0.00004	99.99873
Vulval laceration	1	0.00004	99.99877
Vulval operation	1	0.00004	99.99881
Vulvovaginal ulceration	1	0.00004	99.99884
Waist circumference decreased	1	0.00004	99.99888
Waist circumference increased	1	0.00004	99.99892
Walking distance test	1	0.00004	99.99895
Water deprivation test	1	0.00004	99.99899
Waxy flexibility	1	0.00004	99.99902
Wean from ventilator	1	0.00004	99.99906
Weber tuning fork test normal	1	0.00004	99.99910
Weber-Christian disease	1	0.00004	99.99913
Weight abnormal	1	0.00004	99.99917
Weight above normal	1	0.00004	99.99920
Weight loss diet	1	0.00004	99.99924
Wernicke-Korsakoff syndrome	1	0.00004	99.99928
Whiplash injury	1	0.00004	99.99931
White blood cell analysis abnormal	1	0.00004	99.99935
White blood cell analysis normal	1	0.00004	99.99939
White blood cell morphology normal	1	0.00004	99.99942
Williams syndrome	1	0.00004	99.99946
Wound contamination	1	0.00004	99.99949
Wound debridement	1	0.00004	99.99953
Wound haematoma	1	0.00004	99.99957
Wound infection bacterial	1	0.00004	99.99960
Wrist deformity	1	0.00004	99.99964
Wrong schedule	1	0.00004	99.99967
Xeroderma	1	0.00004	99.99971
X-linked chromosomal disorder	1	0.00004	99.99975
X-ray therapy to joint	1	0.00004	99.99978
X-ray therapy to lung	1	0.00004	99.99982
X-ray with contrast lower gastrointestinal tract normal	1	0.00004	99.99986
Yellow nail syndrome	1	0.00004	99.99989
Yersinia serology	1	0.00004	99.99993
Yersinia test positive	1	0.00004	99.99996
Young’s syndrome	1	0.00004	100	100%

Total	2,765,759
Rows (Unique spellings of symptoms)	10,961

—

Analysis:

This query is a summary of:
All symptoms, from all VAERS_ID, and all vaccines

Total symptoms recorded: n=2,765,759
Total VAERS_ID: 759,483

Average symptoms per VAERS_ID:
= 2,765,759 / 759,483
= 3.64

Unique spellings of different symptoms: 10,961

(While there are 10,961 unique symptoms, only 1,340 rows are shown for readability.)

30% of all symptoms are found in the first 16 symptom names
50% of all symptoms are found in the first 49 symptom names
70% of all symptoms are found in the first 144 symptom names
90% of all symptoms are found in the first 665 symptom names
95% of all symptoms are found in the first 1277 symptom names

The remaining 5% of all symptoms, are found in 9,684 rows (10,961 – 1277).

Another long tail.

There are many symptoms that are either very similar, a different spelling of the same symptom, or a more specific listing of the symptom. ie.

A search for the phrase Pain, finds the phrase 106 times. ie. Injection site pain (4th most common symptom), Pain, Pain in extremity, Abdominal pain, Pharyngolaryngeal pain, etc.

A search for Erythema (redness of the skin), finds the phrase 45 times. ie. Injection site erythema, Erythema, Rash erythematous, Erythema multiforme, etc.

A search for Shock, finds the phrase 16 times. ie. Shock, Anaphylactic shock, Septic shock, etc.

A search for the phrase, Paralys, finds the phrase 26 times. ie. Paralys, VIIth nerve paralysis, Facial paralysis, Paralysis flaccid, etc.

Definitions in brackets are not found in VAERS. They have has been added for readability.

CSV File For Download:

For researchers who would like to see the almost 11K rows, you may download a zipped CSV file here, 126 kb in size.

Symptoms_By_Count.zip
Zipped CSV file, 126 kb

Unzip the file, and load it into a spreadsheet.

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Counts of Each Symptom

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