Distribution of Symptom Counts

Exploratory Data Analysis
The distribution of symptom counts

In the VAERS database, some people report more symptoms than others.

What is the distribution of symptom counts?
How many symptoms are the most common?

—-

Counts:

use VAERS_2019
go

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

Total_symptoms:
2,834,970

select count(*) Count
from dbo.[VAERSDATA]

Count:
759,483

Average symptoms per VAERS_ID:
= 2,834,970 / 759,483
= 3.73

—-

Distribution:

SELECT sym_cnt as Symptom_Count
, count(*) Count
from dbo.[VAERSDATA]
group by sym_cnt 
order by 1

—-

Symptom_CountCountPercent WeightPercent Running Total
02570.033840.03384
1138,87618.2856018.31944
2202,62826.6797344.99916
3129,93117.1078262.10699
495,73712.6055574.71253
562,8768.2787982.99132
639,8515.2471288.23845
725,9063.4110091.64945
820,1292.6503694.29981
910,3611.3642295.66402
107,0440.9274796.59150
115,0930.6705997.26208
123,6840.4850797.74715
132,8590.3764498.12359
142,1980.2894198.41300
151,6810.2213398.63433
161,3800.1817098.81604
171,1470.1510298.96706
189160.1206199.08767
196950.0915199.17918
207170.0944199.27358
215520.0726899.34627
224740.0624199.40868
233970.0522799.46095
243550.0467499.50769
253350.0441199.55180
262740.0360899.58788
272380.0313499.61921
282220.0292399.64845
292110.0277899.67623
302050.0269999.70322
311600.0210799.72429
321530.0201599.74443
331490.0196299.76405
341350.0177899.78183
351160.0152799.79710
361090.0143599.81145
371070.0140999.82554
381040.0136999.83923
39990.0130499.85227
40720.0094899.86175
41830.0109399.87268
42630.0083099.88097
43630.0083099.88927
44670.0088299.89809
45600.0079099.90599
46580.0076499.91363
47540.0071199.92074
48340.0044899.92521
49430.0056699.93087
50380.0050099.93588
51280.0036999.93956
52330.0043599.94391
53250.0032999.94720
54280.0036999.95089
55160.0021199.95299
56340.0044899.95747
57230.0030399.96050
58190.0025099.96300
59180.0023799.96537
6090.0011999.96656
61200.0026399.96919
62160.0021199.97130
6390.0011999.97248
64160.0021199.97459
65100.0013299.97590
66120.0015899.97748
67120.0015899.97906
68120.0015899.98064
69130.0017199.98236
7030.0004099.98275
7130.0004099.98315
7280.0010599.98420
73130.0017199.98591
7420.0002699.98617
7560.0007999.98696
7650.0006699.98762
7740.0005399.98815
7850.0006699.98881
7970.0009299.98973
8010.0001399.98986
8160.0007999.99065
8270.0009299.99157
8320.0002699.99184
8450.0006699.99249
8540.0005399.99302
8640.0005399.99355
8720.0002699.99381
8830.0004099.99421
8910.0001399.99434
9010.0001399.99447
9110.0001399.99460
9220.0002699.99486
9320.0002699.99513
9470.0009299.99605
9520.0002699.99631
9610.0001399.99644
9720.0002699.99671
9810.0001399.99684
10050.0006699.99750
10110.0001399.99763
10210.0001399.99776
10310.0001399.99789
10520.0002699.99816
10710.0001399.99829
10920.0002699.99855
11120.0002699.99881
11410.0001399.99895
11610.0001399.99908
12210.0001399.99921
12310.0001399.99934
12610.0001399.99947
12910.0001399.99960
14110.0001399.99974
15510.0001399.99987
18810.00013100
    
Total759,483100 
Rows116 

—-

Notes:

All data: all VAERS_ID, all years, all symptoms

The most common number of symptoms in VAERS is 2

The average number of symptoms in VAERS is 3.73

99.3% of all VAERS_IDs have 20 symptoms or less

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