Top Ten Symptoms By Vaccine

Exploratory Data Analysis

Determining the Top Ten symptoms for each of the 92 vaccines found in VAERS.

These results may be compared to documentation for vaccines and studies.

—

First see:

AD_2019_ALL_SYMP_NORM

AD_2019_ALL_VAX_NORM

Reactions By VAX Code

Symptom Counts By Vaccine

Number One Symptom By Vaccine

—


use vaers_2019
go


select 
   outter.vax
,  outter.symptom
,  outter.Vax_Symp_count
,  outter.Rank_In_Vax
from 
(

  Select 
    vs.vax
  , vs.symptom
  , vs.Vax_Symp_count
  , row_number() 
  over ( 
  partition by vs.vax 
  order by vs.Vax_Symp_count desc
  )  as Rank_In_Vax
  from 
    (
    Select 
      vax.vax
    , symp.symptom
    , count(*) Vax_Symp_count
    from dbo.[AD_2019_ALL_SYMP_NORM]  as symp
    join  dbo.[AD_2019_ALL_VAX_NORM]  as vax
      on symp.vaers_id = vax.vaers_id
    group by 
      vax.vax
    , symp.symptom
    )  as          vs

)  outter
where  outter.Rank_In_Vax <= 10
order by 1, 4

—-

Vax	Symptom	Vax_Symp_count	Rank_In_Vax
6VAX-F	Pyrexia	1,056	1
6VAX-F	Crying	667	2
6VAX-F	Pallor	519	3
6VAX-F	Hypotonia	518	4
6VAX-F	Vomiting	412	5
6VAX-F	Diarrhoea	318	6
6VAX-F	Cyanosis	316	7
6VAX-F	Hypotonic-hyporesponsive episode	254	8
6VAX-F	Body temperature increased	244	9
6VAX-F	Somnolence	243	10
ADEN	Guillain-Barre syndrome	5	1
ADEN	Pharyngitis	5	2
ADEN	Myasthenic syndrome	4	3
ADEN	Hypokinesia	3	4
ADEN	Hypertonia	2	5
ADEN	Hepatitis C virus	2	6
ADEN	Lymphadenopathy	2	7
ADEN	Epistaxis	2	8
ADEN	Neuropathy	2	9
ADEN	Rhinitis	2	10
ADEN_4_7	Anaphylactic shock	16	1
ADEN_4_7	Urticaria	12	2
ADEN_4_7	Rash	12	3
ADEN_4_7	Nausea	11	4
ADEN_4_7	Guillain-Barre syndrome	11	5
ADEN_4_7	Pruritus	10	6
ADEN_4_7	Dizziness	8	7
ADEN_4_7	Electromyogram abnormal	8	8
ADEN_4_7	Headache	8	9
ADEN_4_7	Arthralgia	8	10
ANTH	Headache	1,319	1
ANTH	Arthralgia	1,176	2
ANTH	Injection site erythema	1,133	3
ANTH	Pruritus	1,094	4
ANTH	Pain	1,077	5
ANTH	Erythema	931	6
ANTH	Pyrexia	908	7
ANTH	Injection site pain	903	8
ANTH	Rash	829	9
ANTH	Fatigue	810	10
BCG	Pyrexia	125	1
BCG	Death	45	2
BCG	Cough	41	3
BCG	Lymphadenopathy	35	4
BCG	Rash	30	5
BCG	Blood culture negative	29	6
BCG	CSF culture negative	28	7
BCG	Vomiting	28	8
BCG	Crying	26	9
BCG	Culture urine negative	26	10
CEE	Vomiting	2	1
CEE	Pyrexia	2	2
CEE	Abdominal pain	2	3
CEE	C-reactive protein increased	2	4
CEE	Headache	2	5
CEE	Heart rate irregular	1	6
CEE	Heart rate increased	1	7
CEE	Henoch-Schonlein purpura	1	8
CEE	Hyperhidrosis	1	9
CEE	Hypoaesthesia	1	10
CHOL	Pyrexia	46	1
CHOL	Headache	34	2
CHOL	Diarrhoea	32	3
CHOL	Nausea	28	4
CHOL	Vomiting	23	5
CHOL	Myalgia	19	6
CHOL	Fatigue	19	7
CHOL	Asthenia	19	8
CHOL	Chills	18	9
CHOL	Pain	18	10
DF	Pyrexia	3	1
DF	Platelet count decreased	2	2
DF	Thrombocytopenia	2	3
DF	Dengue fever	2	4
DF	Headache	2	5
DF	Eye pain	2	6
DF	Haematocrit increased	2	7
DF	Granulocyte count increased	1	8
DF	Haemoglobin normal	1	9
DF	Gastroenteritis	1	10
DPIPV	Strabismus	1	1
DPIPV	Pyrexia	1	2
DPIPV	Weight decreased	1	3
DPIPV	Yellow skin	1	4
DPIPV	Urinary incontinence	1	5
DPIPV	Blood bilirubin increased	1	6
DPIPV	Liver function test abnormal	1	7
DPIPV	Insomnia	1	8
DPIPV	Hepatitis cholestatic	1	9
DPP	Pyrexia	63	1
DPP	Injection site swelling	27	2
DPP	Injection site erythema	26	3
DPP	Crying	22	4
DPP	Vomiting	22	5
DPP	Diarrhoea	20	6
DPP	Pain	18	7
DPP	Irritability	17	8
DPP	Rash	16	9
DPP	Injection site pain	15	10
DT	Pyrexia	639	1
DT	Injection site hypersensitivity	374	2
DT	Injection site pain	320	3
DT	Injection site oedema	310	4
DT	Vasodilatation	241	5
DT	Pain	237	6
DT	Injection site erythema	225	7
DT	Rash	203	8
DT	Pruritus	175	9
DT	Myalgia	157	10
DTAP	Injection site erythema	14,251	1
DTAP	Pyrexia	12,493	2
DTAP	Injection site swelling	7,489	3
DTAP	Erythema	6,664	4
DTAP	Injection site oedema	5,930	5
DTAP	Injection site warmth	5,390	6
DTAP	Rash	4,238	7
DTAP	Injection site pain	4,224	8
DTAP	Urticaria	3,737	9
DTAP	Injection site induration	3,733	10
DTAPH	Pyrexia	230	1
DTAPH	Injection site erythema	134	2
DTAPH	Rash	77	3
DTAPH	Injection site swelling	76	4
DTAPH	Erythema	73	5
DTAPH	Inappropriate schedule of drug administration	57	6
DTAPH	Irritability	53	7
DTAPH	Crying	52	8
DTAPH	Injection site warmth	51	9
DTAPH	Injection site oedema	49	10
DTAPHEPBIP	Pyrexia	2,803	1
DTAPHEPBIP	Crying	1,242	2
DTAPHEPBIP	Irritability	1,146	3
DTAPHEPBIP	Injection site erythema	984	4
DTAPHEPBIP	Vomiting	966	5
DTAPHEPBIP	Rash	732	6
DTAPHEPBIP	Diarrhoea	720	7
DTAPHEPBIP	Injection site swelling	610	8
DTAPHEPBIP	Erythema	556	9
DTAPHEPBIP	Urticaria	503	10
DTAPIPV	Injection site erythema	3,286	1
DTAPIPV	Injection site swelling	2,386	2
DTAPIPV	Injection site warmth	1,538	3
DTAPIPV	Pyrexia	1,216	4
DTAPIPV	Injection site pain	1,016	5
DTAPIPV	Erythema	984	6
DTAPIPV	Injection site induration	617	7
DTAPIPV	Urticaria	504	8
DTAPIPV	Injection site pruritus	500	9
DTAPIPV	Vomiting	469	10
DTAPIPVHIB	Pyrexia	2,054	1
DTAPIPVHIB	Crying	1,254	2
DTAPIPVHIB	Vomiting	931	3
DTAPIPVHIB	Injection site erythema	898	4
DTAPIPVHIB	Irritability	867	5
DTAPIPVHIB	Injection site swelling	643	6
DTAPIPVHIB	Diarrhoea	639	7
DTAPIPVHIB	No adverse event	594	8
DTAPIPVHIB	Rash	522	9
DTAPIPVHIB	Pallor	482	10
DTIPV	Pyrexia	89	1
DTIPV	Headache	72	2
DTIPV	Fatigue	38	3
DTIPV	Vomiting	35	4
DTIPV	Nausea	31	5
DTIPV	Dizziness	30	6
DTIPV	Malaise	29	7
DTIPV	Asthenia	28	8
DTIPV	Arthralgia	26	9
DTIPV	Chills	23	10
DTOX	Pyrexia	17	1
DTOX	Injection site pain	16	2
DTOX	Injection site swelling	14	3
DTOX	Headache	13	4
DTOX	Injection site erythema	12	5
DTOX	Erythema	10	6
DTOX	Arthralgia	9	7
DTOX	Pain in extremity	9	8
DTOX	Asthenia	8	9
DTOX	Pain	7	10
DTP	Pyrexia	10,703	1
DTP	Agitation	4,308	2
DTP	Crying	3,423	3
DTP	Screaming	3,303	4
DTP	Injection site hypersensitivity	2,411	5
DTP	Convulsion	2,343	6
DTP	Injection site oedema	2,138	7
DTP	Vomiting	1,974	8
DTP	Rash	1,844	9
DTP	Vasodilatation	1,543	10
DTPHEP	Pyrexia	98	1
DTPHEP	Hypotonia	66	2
DTPHEP	Cyanosis	65	3
DTPHEP	Crying	54	4
DTPHEP	Pallor	44	5
DTPHEP	Body temperature increased	41	6
DTPHEP	Death	34	7
DTPHEP	Hypotonic-hyporesponsive episode	32	8
DTPHEP	Unresponsive to stimuli	27	9
DTPHEP	Vomiting	27	10
DTPHIB	Pyrexia	2,645	1
DTPHIB	Agitation	1,553	2
DTPHIB	Screaming	1,017	3
DTPHIB	Crying	984	4
DTPHIB	Injection site hypersensitivity	761	5
DTPHIB	Convulsion	641	6
DTPHIB	Injection site oedema	573	7
DTPHIB	Somnolence	448	8
DTPHIB	Rash	434	9
DTPHIB	Vomiting	432	10
DTPIHI	Pyrexia	48	1
DTPIHI	Crying	26	2
DTPIHI	Vomiting	21	3
DTPIHI	Pallor	12	4
DTPIHI	Hypotonia	12	5
DTPIHI	Diarrhoea	10	6
DTPIHI	Somnolence	10	7
DTPIHI	Hypotonic-hyporesponsive episode	9	8
DTPIHI	Laboratory test abnormal	9	9
DTPIHI	Dyspnoea	7	10
DTPIPV	Pyrexia	162	1
DTPIPV	Allergy to metals	84	2
DTPIPV	Injection site erythema	58	3
DTPIPV	Injection site pruritus	56	4
DTPIPV	Vaccination site granuloma	46	5
DTPIPV	Rash	40	6
DTPIPV	Vomiting	38	7
DTPIPV	Erythema	37	8
DTPIPV	Injection site swelling	35	9
DTPIPV	Skin test positive	35	10
DTPPHIB	Pyrexia	66	1
DTPPHIB	Allergy to metals	45	2
DTPPHIB	Skin test positive	21	3
DTPPHIB	Vaccination site granuloma	21	4
DTPPHIB	Vomiting	20	5
DTPPHIB	Injection site pruritus	20	6
DTPPHIB	Crying	16	7
DTPPHIB	Hypotonia	15	8
DTPPHIB	Pruritus	14	9
DTPPHIB	Injection site granuloma	13	10
FLU(H1N1)	Pyrexia	1,048	1
FLU(H1N1)	Dizziness	975	2
FLU(H1N1)	Headache	958	3
FLU(H1N1)	Nausea	732	4
FLU(H1N1)	Urticaria	703	5
FLU(H1N1)	Pain	659	6
FLU(H1N1)	Pruritus	637	7
FLU(H1N1)	Vomiting	611	8
FLU(H1N1)	Dyspnoea	581	9
FLU(H1N1)	Rash	550	10
FLU3	Pyrexia	12,614	1
FLU3	Injection site erythema	11,366	2
FLU3	Pain	11,255	3
FLU3	Injection site pain	11,000	4
FLU3	Erythema	8,102	5
FLU3	Pain in extremity	8,052	6
FLU3	Injection site swelling	7,762	7
FLU3	Headache	7,065	8
FLU3	Pruritus	6,257	9
FLU3	Chills	6,185	10
FLU4	Injection site erythema	3,476	1
FLU4	Injection site pain	3,277	2
FLU4	Injection site swelling	2,737	3
FLU4	Pyrexia	2,686	4
FLU4	Pain	2,629	5
FLU4	Pain in extremity	2,588	6
FLU4	Erythema	2,184	7
FLU4	Headache	1,680	8
FLU4	Injection site warmth	1,642	9
FLU4	Dizziness	1,427	10
FLUA3	Pain in extremity	356	1
FLUA3	Injection site pain	304	2
FLUA3	Pain	289	3
FLUA3	No adverse event	269	4
FLUA3	Injection site erythema	248	5
FLUA3	Pyrexia	231	6
FLUA3	Erythema	219	7
FLUA3	Injection site swelling	207	8
FLUA3	Headache	169	9
FLUA3	Chills	162	10
FLUC3	No adverse event	410	1
FLUC3	Drug administered to patient of inappropriate age	376	2
FLUC3	Product use issue	65	3
FLUC3	Pyrexia	65	4
FLUC3	Pain in extremity	64	5
FLUC3	Injection site pain	64	6
FLUC3	Rash	63	7
FLUC3	Pain	56	8
FLUC3	Headache	55	9
FLUC3	Pruritus	54	10
FLUC4	No adverse event	536	1
FLUC4	Injection site pain	374	2
FLUC4	Pain in extremity	358	3
FLUC4	Pain	316	4
FLUC4	Product storage error	287	5
FLUC4	Injection site erythema	281	6
FLUC4	Injection site swelling	239	7
FLUC4	Dizziness	221	8
FLUC4	Erythema	199	9
FLUC4	Pyrexia	197	10
FLUN(H1N1)	Pyrexia	528	1
FLUN(H1N1)	No adverse event	429	2
FLUN(H1N1)	Headache	393	3
FLUN(H1N1)	Cough	308	4
FLUN(H1N1)	Inappropriate schedule of drug administration	246	5
FLUN(H1N1)	Vomiting	230	6
FLUN(H1N1)	Urticaria	209	7
FLUN(H1N1)	Dizziness	207	8
FLUN(H1N1)	Oropharyngeal pain	198	9
FLUN(H1N1)	Expired drug administered	171	10
FLUN3	Expired drug administered	989	1
FLUN3	Pyrexia	977	2
FLUN3	No adverse event	869	3
FLUN3	Headache	562	4
FLUN3	Cough	466	5
FLUN3	Vomiting	376	6
FLUN3	Rhinorrhoea	357	7
FLUN3	Urticaria	320	8
FLUN3	Pain	295	9
FLUN3	Nasal congestion	256	10
FLUN4	Pyrexia	539	1
FLUN4	Expired drug administered	352	2
FLUN4	Expired product administered	323	3
FLUN4	Drug administered to patient of inappropriate age	321	4
FLUN4	Headache	308	5
FLUN4	Cough	269	6
FLUN4	Rhinorrhoea	206	7
FLUN4	Vomiting	185	8
FLUN4	Influenza	168	9
FLUN4	Fatigue	163	10
FLUR3	Headache	27	1
FLUR3	Rash	25	2
FLUR3	Pruritus	24	3
FLUR3	Dizziness	23	4
FLUR3	Erythema	22	5
FLUR3	Injection site erythema	22	6
FLUR3	Nausea	21	7
FLUR3	Pain	18	8
FLUR3	Urticaria	18	9
FLUR3	Injection site pain	17	10
FLUR4	Product administered to patient of inappropriate age	234	1
FLUR4	No adverse event	209	2
FLUR4	Injection site erythema	95	3
FLUR4	Injection site pain	90	4
FLUR4	Pain in extremity	88	5
FLUR4	Injection site swelling	77	6
FLUR4	Erythema	73	7
FLUR4	Pain	65	8
FLUR4	Product storage error	58	9
FLUR4	Pyrexia	56	10
FLUX	Pyrexia	4,699	1
FLUX	Pain	3,231	2
FLUX	Headache	2,612	3
FLUX	Injection site pain	2,358	4
FLUX	Chills	2,012	5
FLUX	Pain in extremity	1,881	6
FLUX	Nausea	1,687	7
FLUX	Myalgia	1,650	8
FLUX	Asthenia	1,612	9
FLUX	Dizziness	1,611	10
FLUX(H1N1)	Pyrexia	572	1
FLUX(H1N1)	Headache	418	2
FLUX(H1N1)	Pain	266	3
FLUX(H1N1)	Dizziness	251	4
FLUX(H1N1)	Nausea	250	5
FLUX(H1N1)	Fatigue	227	6
FLUX(H1N1)	Cough	209	7
FLUX(H1N1)	Vomiting	209	8
FLUX(H1N1)	Urticaria	208	9
FLUX(H1N1)	Chills	187	10
H5N1	Fall	1	1
H5N1	Guillain-Barre syndrome	1	2
H5N1	Electromyogram normal	1	3
H5N1	Immunoglobulin therapy	1	4
H5N1	Hypnagogic hallucination	1	5
H5N1	Bradycardia	1	6
H5N1	Cataplexy	1	7
H5N1	Cardiovascular evaluation	1	8
H5N1	Chest discomfort	1	9
H5N1	CSF protein increased	1	10
HBHEPB	Pyrexia	1,734	1
HBHEPB	Rash	588	2
HBHEPB	Injection site erythema	582	3
HBHEPB	Irritability	491	4
HBHEPB	Crying	416	5
HBHEPB	Convulsion	404	6
HBHEPB	Screaming	352	7
HBHEPB	Erythema	337	8
HBHEPB	Vomiting	321	9
HBHEPB	Agitation	320	10
HBPV	Pyrexia	77	1
HBPV	Rash	34	2
HBPV	Irritability	28	3
HBPV	Infection	22	4
HBPV	Injection site erythema	20	5
HBPV	Crying	18	6
HBPV	Urticaria	18	7
HBPV	Convulsion	17	8
HBPV	Erythema	14	9
HBPV	Vomiting	14	10
HEP	Pyrexia	10,669	1
HEP	Rash	5,204	2
HEP	No adverse event	4,664	3
HEP	Headache	4,208	4
HEP	Vomiting	3,927	5
HEP	Nausea	3,917	6
HEP	Urticaria	3,869	7
HEP	Pruritus	3,801	8
HEP	Pain	3,785	9
HEP	Dizziness	3,435	10
HEPA	Pyrexia	5,313	1
HEPA	No adverse event	5,008	2
HEPA	Injection site erythema	4,818	3
HEPA	Rash	2,930	4
HEPA	Injection site swelling	2,929	5
HEPA	Erythema	2,813	6
HEPA	Urticaria	2,368	7
HEPA	Incorrect product storage	1,985	8
HEPA	Injection site pain	1,869	9
HEPA	Injection site warmth	1,821	10
HEPAB	Pyrexia	568	1
HEPAB	Headache	484	2
HEPAB	Nausea	431	3
HEPAB	Dizziness	405	4
HEPAB	Fatigue	389	5
HEPAB	Pain	386	6
HEPAB	Injection site pain	320	7
HEPAB	Rash	310	8
HEPAB	Pruritus	303	9
HEPAB	Pain in extremity	267	10
HEPATYP	Malaise	6	1
HEPATYP	Nausea	5	2
HEPATYP	Pain	5	3
HEPATYP	Pyrexia	5	4
HEPATYP	Headache	4	5
HEPATYP	Dizziness	4	6
HEPATYP	Ear pain	3	7
HEPATYP	Fatigue	3	8
HEPATYP	Abdominal pain	3	9
HEPATYP	Pallor	3	10
HIBV	Pyrexia	17,955	1
HIBV	Crying	6,395	2
HIBV	Agitation	5,081	3
HIBV	Rash	4,804	4
HIBV	Screaming	4,215	5
HIBV	Vomiting	3,991	6
HIBV	Convulsion	3,789	7
HIBV	Injection site erythema	3,687	8
HIBV	No adverse event	3,075	9
HIBV	Urticaria	2,815	10
HPV2	Headache	829	1
HPV2	Syncope	613	2
HPV2	Dizziness	581	3
HPV2	Loss of consciousness	558	4
HPV2	Malaise	530	5
HPV2	Pain	456	6
HPV2	Pyrexia	438	7
HPV2	Nausea	436	8
HPV2	Pallor	399	9
HPV2	Presyncope	391	10
HPV4	No adverse event	6,462	1
HPV4	Dizziness	5,526	2
HPV4	Syncope	5,002	3
HPV4	Headache	4,844	4
HPV4	Nausea	3,589	5
HPV4	Fatigue	2,869	6
HPV4	Incorrect product storage	2,568	7
HPV4	Pyrexia	2,472	8
HPV4	Inappropriate schedule of drug administration	2,412	9
HPV4	Loss of consciousness	2,303	10
HPV9	No adverse event	5,114	1
HPV9	Incorrect product storage	2,384	2
HPV9	Product storage error	1,284	3
HPV9	Dizziness	1,047	4
HPV9	Syncope	1,043	5
HPV9	Headache	793	6
HPV9	Inappropriate schedule of drug administration	662	7
HPV9	Nausea	650	8
HPV9	Loss of consciousness	636	9
HPV9	Injection site pain	608	10
HPVX	Headache	302	1
HPVX	Dizziness	242	2
HPVX	Fatigue	222	3
HPVX	Pyrexia	177	4
HPVX	Syncope	173	5
HPVX	Pain	161	6
HPVX	Nausea	158	7
HPVX	Pain in extremity	140	8
HPVX	Asthenia	119	9
HPVX	Malaise	118	10
IPV	Injection site erythema	9,490	1
IPV	Pyrexia	8,525	2
IPV	Erythema	4,843	3
IPV	Injection site swelling	4,754	4
IPV	Injection site oedema	3,597	5
IPV	Injection site warmth	3,582	6
IPV	Rash	2,615	7
IPV	Injection site pain	2,562	8
IPV	Crying	2,491	9
IPV	Urticaria	2,471	10
JEV	Pruritus	91	1
JEV	Pyrexia	80	2
JEV	Headache	79	3
JEV	Urticaria	75	4
JEV	Rash	64	5
JEV	Nausea	60	6
JEV	Dizziness	50	7
JEV	Pain	40	8
JEV	Dyspnoea	37	9
JEV	Vomiting	36	10
JEV1	Pyrexia	64	1
JEV1	Headache	60	2
JEV1	Dizziness	52	3
JEV1	Nausea	45	4
JEV1	Rash	38	5
JEV1	Pain	35	6
JEV1	Pain in extremity	33	7
JEV1	Erythema	33	8
JEV1	Paraesthesia	31	9
JEV1	Urticaria	28	10
JEVX	Pyrexia	24	1
JEVX	Headache	12	2
JEVX	Vomiting	11	3
JEVX	Adverse event	10	4
JEVX	Injection site erythema	8	5
JEVX	Injection site swelling	8	6
JEVX	Injection site pain	7	7
JEVX	Diarrhoea	7	8
JEVX	Urticaria	7	9
JEVX	Nausea	6	10
LYME	Arthralgia	1,033	1
LYME	Pain	477	2
LYME	Fatigue	464	3
LYME	Headache	388	4
LYME	Myalgia	361	5
LYME	Arthritis	304	6
LYME	Pyrexia	271	7
LYME	Influenza like illness	209	8
LYME	Paraesthesia	197	9
LYME	Back pain	189	10
MEA	Pyrexia	245	1
MEA	Rash	125	2
MEA	Drug ineffective	66	3
MEA	Headache	50	4
MEA	Pruritus	44	5
MEA	Myalgia	39	6
MEA	Lymphadenopathy	39	7
MEA	Vomiting	36	8
MEA	Rash maculo-papular	33	9
MEA	Convulsion	33	10
MEN	Pyrexia	1,025	1
MEN	Headache	600	2
MEN	Dizziness	350	3
MEN	Pain	324	4
MEN	Nausea	311	5
MEN	Vomiting	306	6
MEN	Injection site erythema	275	7
MEN	Rash	269	8
MEN	Injection site pain	254	9
MEN	Fatigue	244	10
MENB	Pyrexia	2,130	1
MENB	Headache	1,116	2
MENB	Injection site pain	1,001	3
MENB	Pain	804	4
MENB	Injection site erythema	767	5
MENB	Pain in extremity	765	6
MENB	Nausea	732	7
MENB	Vomiting	704	8
MENB	Chills	626	9
MENB	Dizziness	621	10
MENHIB	Pyrexia	94	1
MENHIB	Vomiting	31	2
MENHIB	Rash	27	3
MENHIB	Decreased appetite	27	4
MENHIB	Crying	26	5
MENHIB	Irritability	26	6
MENHIB	Diarrhoea	24	7
MENHIB	Pain	19	8
MENHIB	Lethargy	18	9
MENHIB	Body temperature increased	17	10
MER	Pyrexia	72	1
MER	Rash	35	2
MER	Arthralgia	23	3
MER	Headache	21	4
MER	Pain	20	5
MER	Lymphadenopathy	16	6
MER	Erythema	16	7
MER	Pruritus	15	8
MER	Myalgia	14	9
MER	Vomiting	14	10
MM	Pyrexia	42	1
MM	Convulsion	16	2
MM	Infection	14	3
MM	Rash	13	4
MM	Erythema	10	5
MM	Encephalitis	9	6
MM	Injection site warmth	9	7
MM	Injection site erythema	9	8
MM	Cough	8	9
MM	Injection site swelling	7	10
MMR	Pyrexia	20,898	1
MMR	Rash	11,350	2
MMR	Injection site erythema	10,816	3
MMR	Erythema	5,921	4
MMR	Injection site swelling	5,758	5
MMR	No adverse event	5,616	6
MMR	Urticaria	4,652	7
MMR	Injection site oedema	4,334	8
MMR	Pruritus	4,270	9
MMR	Injection site warmth	4,130	10
MMRV	No adverse event	5,817	1
MMRV	Incorrect product storage	2,615	2
MMRV	Injection site erythema	2,416	3
MMRV	Pyrexia	1,771	4
MMRV	Injection site swelling	1,686	5
MMRV	Product storage error	1,455	6
MMRV	Injection site warmth	1,079	7
MMRV	Erythema	929	8
MMRV	Rash	925	9
MMRV	Injection site pain	658	10
MNC	Pyrexia	23	1
MNC	Pallor	15	2
MNC	Hypotonia	11	3
MNC	Inappropriate schedule of drug administration	11	4
MNC	Cyanosis	11	5
MNC	Crying	10	6
MNC	Syncope	10	7
MNC	Bradycardia	9	8
MNC	Convulsion	8	9
MNC	Agitation	7	10
MNQ	Injection site erythema	3,386	1
MNQ	Pyrexia	2,741	2
MNQ	Headache	2,595	3
MNQ	Dizziness	2,590	4
MNQ	Injection site swelling	2,585	5
MNQ	Erythema	2,272	6
MNQ	Syncope	2,067	7
MNQ	Injection site pain	1,778	8
MNQ	No adverse event	1,775	9
MNQ	Nausea	1,701	10
MNQHIB	Diarrhoea	5	1
MNQHIB	Pain	5	2
MNQHIB	Pyrexia	5	3
MNQHIB	Vomiting	3	4
MNQHIB	Rash	2	5
MNQHIB	Pruritus	2	6
MNQHIB	Syncope	2	7
MNQHIB	Occult blood positive	2	8
MNQHIB	Myalgia	2	9
MNQHIB	Musculoskeletal stiffness	2	10
MU	Pyrexia	49	1
MU	Headache	16	2
MU	Drug ineffective	15	3
MU	Pain	12	4
MU	Rash	11	5
MU	Mumps antibody test negative	10	6
MU	Arthralgia	10	7
MU	Convulsion	10	8
MU	Lymphadenopathy	9	9
MU	Injection site pain	9	10
MUR	Pyrexia	10	1
MUR	Nausea	4	2
MUR	Injection site pain	4	3
MUR	Injection site erythema	3	4
MUR	Injection site swelling	3	5
MUR	Erythema	3	6
MUR	Dizziness	3	7
MUR	Arthralgia	3	8
MUR	Rash	3	9
MUR	Pain in extremity	2	10
OPV	Pyrexia	10,333	1
OPV	Agitation	4,819	2
OPV	Screaming	3,544	3
OPV	Injection site hypersensitivity	3,341	4
OPV	Crying	3,237	5
OPV	Injection site oedema	2,558	6
OPV	Convulsion	2,346	7
OPV	Rash	2,274	8
OPV	Vasodilatation	2,139	9
OPV	Vomiting	1,992	10
PER	Pyrexia	40	1
PER	Convulsion	21	2
PER	Pain	18	3
PER	Vomiting	17	4
PER	Pertussis	16	5
PER	Cough	16	6
PER	Headache	14	7
PER	Rash	13	8
PER	Pain in extremity	12	9
PER	Urticaria	12	10
PLAGUE	Pyrexia	11	1
PLAGUE	Dizziness	5	2
PLAGUE	Injection site pain	4	3
PLAGUE	Nausea	4	4
PLAGUE	Vasodilatation	4	5
PLAGUE	Myalgia	3	6
PLAGUE	Malaise	3	7
PLAGUE	Rash	3	8
PLAGUE	Injection site oedema	3	9
PLAGUE	Injection site abscess	3	10
PNC	Pyrexia	7,948	1
PNC	Injection site erythema	3,026	2
PNC	Crying	2,609	3
PNC	Irritability	2,370	4
PNC	Rash	2,293	5
PNC	Vomiting	2,023	6
PNC	Erythema	1,764	7
PNC	Convulsion	1,709	8
PNC	Urticaria	1,597	9
PNC	Injection site swelling	1,520	10
PNC10	Pyrexia	170	1
PNC10	Hypotonic-hyporesponsive episode	103	2
PNC10	Crying	99	3
PNC10	Hypotonia	62	4
PNC10	Pallor	52	5
PNC10	Vomiting	49	6
PNC10	Diarrhoea	37	7
PNC10	Febrile convulsion	36	8
PNC10	Cyanosis	36	9
PNC10	Injection site erythema	32	10
PNC13	Pyrexia	6,702	1
PNC13	Injection site erythema	4,965	2
PNC13	Injection site swelling	3,295	3
PNC13	Erythema	2,855	4
PNC13	Injection site pain	2,578	5
PNC13	Rash	2,301	6
PNC13	Crying	2,021	7
PNC13	Vomiting	1,970	8
PNC13	Injection site warmth	1,805	9
PNC13	Pain	1,771	10
PPV	Injection site erythema	13,859	1
PPV	Pyrexia	13,110	2
PPV	Injection site pain	12,235	3
PPV	Injection site swelling	10,842	4
PPV	Erythema	10,632	5
PPV	Pain	8,576	6
PPV	Pain in extremity	7,186	7
PPV	Injection site warmth	5,561	8
PPV	No adverse event	4,718	9
PPV	Chills	4,424	10
RAB	Pyrexia	893	1
RAB	Headache	861	2
RAB	Nausea	690	3
RAB	Urticaria	518	4
RAB	Myalgia	483	5
RAB	Dizziness	476	6
RAB	Pain	442	7
RAB	Pruritus	430	8
RAB	Paraesthesia	389	9
RAB	Vomiting	377	10
RUB	Arthralgia	274	1
RUB	Rash	241	2
RUB	Pyrexia	211	3
RUB	Lymphadenopathy	124	4
RUB	Pain	98	5
RUB	Drug ineffective	81	6
RUB	Headache	72	7
RUB	Osteoarthritis	71	8
RUB	Myalgia	70	9
RUB	Rash maculo-papular	68	10
RV	Diarrhoea	214	1
RV	Pyrexia	195	2
RV	Vomiting	177	3
RV	Agitation	119	4
RV	Gastrointestinal haemorrhage	95	5
RV	Abdominal pain	71	6
RV	Anorexia	59	7
RV	Intussusception	49	8
RV	Dehydration	46	9
RV	Somnolence	46	10
RV1	Pyrexia	1,618	1
RV1	Vomiting	1,540	2
RV1	Diarrhoea	1,441	3
RV1	Rotavirus test positive	1,297	4
RV1	Vaccination failure	1,118	5
RV1	Gastroenteritis rotavirus	1,061	6
RV1	Intussusception	877	7
RV1	Crying	874	8
RV1	Haematochezia	866	9
RV1	Rotavirus infection	600	10
RV5	No adverse event	6,639	1
RV5	Incorrect product storage	3,818	2
RV5	Pyrexia	2,356	3
RV5	Vomiting	2,281	4
RV5	Diarrhoea	2,247	5
RV5	Crying	1,507	6
RV5	Product storage error	1,398	7
RV5	Irritability	1,319	8
RV5	Intussusception	1,311	9
RV5	Haematochezia	1,235	10
RVX	Pyrexia	372	1
RVX	Crying	245	2
RVX	Vomiting	198	3
RVX	Diarrhoea	189	4
RVX	Irritability	143	5
RVX	Hypotonia	99	6
RVX	Pallor	98	7
RVX	Screaming	95	8
RVX	Cyanosis	90	9
RVX	Gastroenteritis rotavirus	88	10
SMALL	Pyrexia	832	1
SMALL	Chest pain	736	2
SMALL	Headache	650	3
SMALL	Rash	627	4
SMALL	Erythema	573	5
SMALL	Pain	569	6
SMALL	Pruritus	558	7
SMALL	Injection site erythema	479	8
SMALL	Lymphadenopathy	462	9
SMALL	Dyspnoea	400	10
SSEV	Injection site swelling	3	1
SSEV	Injection site pruritus	2	2
SSEV	Injection site pain	2	3
SSEV	Headache	2	4
SSEV	Dizziness	2	5
SSEV	Dysphagia	2	6
SSEV	Visual impairment	2	7
SSEV	Pruritus	2	8
SSEV	Neck pain	2	9
SSEV	Musculoskeletal pain	2	10
TBE	Pyrexia	32	1
TBE	Headache	29	2
TBE	Asthenia	19	3
TBE	Myalgia	16	4
TBE	Chills	11	5
TBE	Dizziness	10	6
TBE	Pain in extremity	10	7
TBE	C-reactive protein increased	9	8
TBE	Arthralgia	9	9
TBE	Paraesthesia	8	10
TD	Pyrexia	3,547	1
TD	Injection site pain	3,510	2
TD	Injection site hypersensitivity	3,107	3
TD	Injection site oedema	2,922	4
TD	Pain	2,809	5
TD	Injection site erythema	2,124	6
TD	Vasodilatation	1,956	7
TD	Pruritus	1,796	8
TD	Myalgia	1,708	9
TD	Headache	1,563	10
TDAP	Injection site erythema	6,845	1
TDAP	Pyrexia	5,489	2
TDAP	Injection site swelling	5,375	3
TDAP	Injection site pain	5,287	4
TDAP	Erythema	4,535	5
TDAP	Pain	4,351	6
TDAP	Headache	3,869	7
TDAP	Pain in extremity	3,559	8
TDAP	Nausea	3,136	9
TDAP	Injection site warmth	3,109	10
TDAPIPV	Pertussis	21	1
TDAPIPV	Vaccination failure	18	2
TDAPIPV	Pyrexia	14	3
TDAPIPV	Bordetella test positive	14	4
TDAPIPV	Headache	12	5
TDAPIPV	Loss of consciousness	10	6
TDAPIPV	Hyperpyrexia	9	7
TDAPIPV	Malaise	8	8
TDAPIPV	Nausea	7	9
TDAPIPV	Exposure during pregnancy	7	10
TTOX	Pyrexia	563	1
TTOX	Pain	544	2
TTOX	Injection site pain	502	3
TTOX	Injection site oedema	360	4
TTOX	Injection site hypersensitivity	358	5
TTOX	Injection site erythema	340	6
TTOX	Headache	309	7
TTOX	Pruritus	276	8
TTOX	Myalgia	268	9
TTOX	Nausea	265	10
TYP	Pyrexia	1,494	1
TYP	Headache	1,203	2
TYP	Nausea	1,010	3
TYP	Pain	726	4
TYP	Rash	714	5
TYP	Chills	660	6
TYP	Dizziness	643	7
TYP	Diarrhoea	643	8
TYP	Pruritus	635	9
TYP	Vomiting	605	10
UNK	Pyrexia	999	1
UNK	Pain	538	2
UNK	Headache	485	3
UNK	Injection site erythema	474	4
UNK	Erythema	452	5
UNK	Injection site pain	388	6
UNK	Rash	364	7
UNK	No adverse event	347	8
UNK	Injection site swelling	326	9
UNK	Chills	320	10
VARCEL	Pyrexia	11,518	1
VARCEL	No adverse event	10,791	2
VARCEL	Injection site erythema	10,458	3
VARCEL	Rash	8,264	4
VARCEL	Drug ineffective	7,032	5
VARCEL	Infection	7,010	6
VARCEL	Injection site swelling	6,601	7
VARCEL	Erythema	5,790	8
VARCEL	Incorrect product storage	5,098	9
VARCEL	Dermatitis bullous	4,666	10
VARZOS	Injection site erythema	12,394	1
VARZOS	Herpes zoster	12,194	2
VARZOS	Pain	10,116	3
VARZOS	Injection site pain	9,393	4
VARZOS	Pyrexia	9,092	5
VARZOS	Injection site swelling	8,086	6
VARZOS	Headache	7,747	7
VARZOS	Chills	7,147	8
VARZOS	Rash	6,747	9
VARZOS	Pain in extremity	6,319	10
YF	Pyrexia	790	1
YF	Headache	589	2
YF	Urticaria	401	3
YF	Pruritus	393	4
YF	Injection site erythema	386	5
YF	Nausea	385	6
YF	Pain	378	7
YF	Rash	300	8
YF	Dizziness	296	9
YF	Myalgia	283	10

919 rows	Total	1,216,283

—-

Analysis:

As noted before, Pyrexia (fever), is the number one symptom for 58 vaccines. In some cases, Pyrexia is not the most common reaction for a vaccine, but still found in the top ten. Ie. DTAP, HPV4, IPV, PPV

Other number one symptoms include:
Injection site erythema (redness of the skin), Headache.

For the number two symptoms, common symptoms included
Agitation, Crying, Dizziness, Headache, Injection site erythema (redness of the skin), Injection site pain, Pain, Pyrexia (again), Rash

Other common symptoms in the top ten include:
Erythema. Injection site swelling, Nausea, Pain in extremity, Urticaria, Vomiting

Some VAX codes report very few symptoms, indicating that the vaccine could be discontinued.

ie. results for ADEN_4_7 showed Anaphylactic shock as the number one symptom. However, this is only 134 rows in the table AD_2019_ALL_VAX_NORM, representing only .01160% of the 1,155,341 rows.

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Top Ten Symptoms By Vaccine

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