I recently exposed the Diversity Indices to all users on Microbiome Prescription. It is on the [Research Features] tab.

I then computed the average and also the average percentile for each symptom. I prefer to use percentile because the distribution is not a bell curve. Converting to percentiles transform it to a uniform distribution which is easier to work with for statistical tests. Percentiles are also easier for people to understand.

See this write up by CosmosId to explain these indices. I also attach the data as a CSV file for those who want to play with sorting the data in different manners. For all of the Rank, 50 is what would be expected from a general healthy population.

These Measures are Age And Lab Sensitive

Symptom Name	Shannon	Simpson	Chao	Shannon Rank	Simpson Rank	Chao Rank	Obs
Age: 0-10	1.576	0.118	8788	33.1	65.2	44.8	21
Age: 20-30	1.599	0.065	11592	32.2	49.7	52.6	57
Age: 30-40	1.579	0.06	11119	31.9	43.5	52.9	153
Age: 40-50	1.62	0.067	10433	34.8	47.1	50.5	106
Age: 50-60	1.605	0.045	11728	32.8	34.1	55.3	47
Age: 60-70	1.488	0.033	13580	28	26	60.7	22

SymptomName	Shannon	Simpson	chao	Shannon Rank	Simpson Rank	Chao Rank	observations
Age: 20-30	2.18	0.06	2360	65	49.6	15.2	38
Age: 30-40	2.116	0.06	2058	61.6	50.3	13.9	69
Age: 40-50	1.848	0.071	1724	47.8	53.9	11.7	53
Age: 50-60	1.747	0.039	2019	42.8	32.5	13.9	47
Age: 60-70	1.926	0.058	1691	52.1	43.7	11.4	75

Symptom Name	Shannon	Simpson	chao	Shannon Rank	Simpson Rank	Chao Rank	observations
Age: 0-10	2.293	0.134	19797	64.1	67.7	69.8	52
Age: 20-30	2.616	0.103	21549	74.8	63.2	69.1	31
Age: 30-40	2.816	0.083	16394	81.7	63.4	67.2	96
Age: 40-50	2.89	0.09	20275	84.8	62.2	74.1	53
Age: 50-60	3.025	0.076	21956	86.6	54	75.9	38
Age: 60-70	2.596	0.077	27740	72.4	51	72.6	72

For anyone wishing to dig further, all of the raw data is on our citizen science site for download. For example, you can compute lab specific percentiles for each symptom.

Symptom Name	Shannon	Simpson	Chao	Shannon Rank	Simpson Rank	Chao Rank	Obs
Asymptomatic: Minor Health Issues (a few symptoms only)	1.931	0.048	4856.983	50.7	40.5	26	58
Official Diagnosis: Ulcerative colitis	1.705	0.08	5547.478	35.2	54.7	27.5	23
Neurological: Spatial instability and disorientation	2.049	0.072	5981.804	55.2	51.8	29.5	56
Asymptomatic: No Health Issues	2.012	0.066	8924.899	53.7	45.4	29.6	188
Joint: Sudden and severe episodes of pain	2.185	0.058	6160.833	58.5	48.5	30.6	48
Neuroendocrine: Feeling like you have a high temperature	1.967	0.075	6704.373	50.9	53.8	32.6	75
Autonomic: Blurred or tunnel vision after standing	1.907	0.054	6777.784	49.9	42.1	33.2	51
Neuroendocrine Manifestations: abnormal appetite	2.012	0.06	7345.455	53.2	44.8	34.1	77
Neurological: fasciculations	1.863	0.055	8333.9	47.9	43.3	34.2	70
Onset: over 31 years since onset	1.657	0.089	7253.219	38.7	47.2	34.6	32
Neurological: Confusion	1.918	0.067	7627.785	49.4	48.4	35	93
Immune Manifestations: Diarrhea	1.936	0.075	12798.57	48.9	52.4	35	178
Neuroendocrine: Feeling like you have a low temperature	1.963	0.069	7193.583	51.5	48	35.3	60
Neurological-Vision: Blurred Vision	1.867	0.059	7616.119	46.4	44	35.4	151
Autonomic: Graying or blacking out after standing	2.037	0.058	7603.086	55.9	45.3	35.5	35
Neuroendocrine: Chills or shivers	1.813	0.083	7818.411	45.2	52.6	35.6	56
Neuroendocrine Manifestations: recurrent feelings of feverishness	1.975	0.059	8146.892	51.2	48	36.2	65
Neurological: Difficulty processing information (Understanding)	1.9	0.071	8249.883	48.3	48.1	36.3	197
Neuroendocrine Manifestations: Neuralgia	1.91	0.067	10588.14	47.2	49.6	36.4	44
Neurological-Sleep: Chaotic diurnal sleep rhythms (Erratic Sleep)	2.009	0.059	11433.45	51.6	43.4	36.5	231
Neuroendocrine: Temperature fluctuations throughout the day	1.957	0.065	7482.103	49.8	50.3	36.5	68
Neurological: Impairment of concentration	1.981	0.059	10024.12	51.6	43.8	36.8	345
Immune Manifestations: tender lymph nodes	1.981	0.057	8632.264	51.6	43.2	36.9	110
Sleep: Sleeping all day and staying awake all night	2.07	0.074	7632.563	56.3	54.3	37.1	32
Autonomic: Nausea	1.911	0.07	8689.976	48.8	51.7	37.1	85
Neurological: Short-term memory issues	2.001	0.062	8048.832	52.5	45.6	37.2	220
Neurological: Neuropathy	1.926	0.051	11019.76	48.2	41.4	37.5	71
Official Diagnosis: Metabolic Syndrome	1.748	0.067	8212.524	43.3	44.1	37.6	21
DePaul University Fatigue Questionnaire : Fever & Chills	1.728	0.102	9503.591	40.5	56.2	37.6	22
Neuroendocrine: Lack of appetite	1.946	0.064	9142.984	50.5	44.5	37.6	61
Neurological: Executive Decision Making (Difficulty making)	2.006	0.061	11185.76	52.4	44.4	37.7	289
Immune: Sensitivity to smell/food/medication/chemicals	1.979	0.067	9401.077	50	47.4	37.8	194
Immune Manifestations: Genitorinary / Nocturia – Urinary issues	2.085	0.07	7840.608	56	51.7	37.8	51
Neurological: emotional overload	2.065	0.066	8548.668	54.8	49.5	37.8	196
Neuroendocrine Manifestations: Muscle weakness	1.95	0.062	8751.741	49.6	46.2	37.9	216
General: Myalgia (pain)	2.009	0.059	13779.4	52.4	46.3	37.9	216
Onset: 2000-2010	1.949	0.064	8244.574	49.8	47.3	38	122
Neuroendocrine: Lost or gained weight without trying	1.993	0.07	8316.814	51.6	50.7	38.2	118
Immune Manifestations: new food sensitivities	1.983	0.067	9932.414	50.6	47.7	38.2	157
Onset: Gradual	2.043	0.062	13699.92	55	47.6	38.2	172
Neurological: High degree of Empathy before onset	1.975	0.07	8434.465	51	51.1	38.3	86
Comorbid-Mouth: Dry Mouth	1.856	0.055	8600.484	45.7	41.3	38.4	124
Neuroendocrine Manifestations: subnormal body temperature	1.999	0.057	12240.34	52.1	40.8	38.4	235
Neurological-Vision: Acquired or exertional dyslexia	1.911	0.076	8275.381	49.7	54.1	38.5	21
Neuroendocrine Manifestations: Dry Eye (Sicca or Sjogren Syndrome)	1.873	0.056	10422.66	45.7	42.4	38.5	136
Neurocognitive: Slowness of thought	1.958	0.061	12656.61	50.6	44.9	38.6	361
Neuroendocrine: Sweating hands	1.91	0.091	8249.438	48.2	56.6	38.7	48
Pain: Chest pain	2.124	0.069	10019.41	58.3	52.3	38.7	54
Blood Type: B Positive	1.753	0.085	8271.444	40.4	55.8	38.7	36
Neurological-Vision: inability to focus eye/vision	1.946	0.061	12655.22	49.6	42.1	38.8	224
Neurological: Difficulty reading	1.966	0.066	11904.13	50.5	45.1	39	283
Neurological-Vision: Impaired Depth Perceptions	1.917	0.093	9048.091	46.3	49.7	39	33
Asymptomatic: Live in house with person with probable microbiome dysfunction	1.954	0.057	9649.831	50.1	43.2	39	71
Neurocognitive: Absent-mindedness or forgetfulness	1.989	0.064	12091.81	51.5	45.6	39	389
Pain: Pain or aching in muscles	1.958	0.068	12992.8	49.7	51.1	39	182
Comorbid: Raynaud’s syndrome (Skin discoloration)	1.917	0.052	15270.64	48	44.7	39	33
Autonomic Manifestations: cardiac arrhythmias	1.955	0.054	9592.803	51.4	40.8	39	61
Pain: Myofascial pain	2.009	0.064	19489.55	53	47.8	39.1	89
Neuroendocrine Manifestations: Excessive adrenaline	2.027	0.064	8756.423	53.6	50.5	39.1	78
Official Diagnosis: Inflammatory Bowel Disease (IBD)	1.906	0.093	8392.806	47.6	58.5	39.2	31
Pain: Joint pain	2.003	0.066	10602.51	51.9	50.6	39.3	178
Joint: Stiffness and swelling	2.041	0.059	12655.61	53.1	43	39.3	246
Neurological-Sleep: Vivid Dreams/Nightmares	2.06	0.058	9058.67	54.6	45.4	39.3	100
Infection: Mycoplasma	2.054	0.075	11920.39	54	54	39.4	111
Neurological: Disorientation	2.102	0.077	8725.15	56.9	55	39.5	80
Comorbid-Mouth: Gingivits / Gum Disease	2.04	0.06	8021.06	55.7	47.7	39.8	67
Autonomic Manifestations: Cortisol disorders or irregularity	2.015	0.064	8834.639	51.8	47.6	39.8	97
General: Headaches	1.991	0.06	12468.8	51.2	44.8	39.9	309
Official Diagnosis: Mast Cell Dysfunction	2.012	0.06	13066.28	51.8	43.1	39.9	208
Autonomic: Dizziness or fainting	1.932	0.062	8867.455	49.6	45.5	39.9	112
Immune Manifestations: general malaise	1.962	0.061	13005.88	50.5	44.9	40	339
Comorbid: Hypothyroidism	1.982	0.061	12229.72	50.9	43.5	40	258
Autonomic Manifestations: nausea	1.862	0.067	9328.009	46.5	47.9	40.1	108
Age: 60-70	1.997	0.057	14128.26	51.2	40.1	40.2	195
Neuroendocrine Manifestations: Rapid muscular fatiguability	2.024	0.063	9405.636	53.4	46.7	40.2	165
Pain: Aching of the eyes or behind the eyes	1.954	0.058	11520.93	49.6	44.7	40.3	98
Immune Manifestations: Alcohol Intolerant	1.967	0.059	12012.28	49.9	41.8	40.5	303
Neurocognitive: Difficulty understanding things	1.942	0.071	9540.413	49.8	49.6	40.5	189
Neurological-Vision: photophobia (Light Sensitivity)	2.004	0.063	12593.74	51.2	44.7	40.5	276
Onset: less than 16 years since onset	1.954	0.057	8948.205	49.7	46.3	40.7	83
Autonomic Manifestations: irritable bowel syndrome	1.963	0.063	13226.9	50.8	44.2	40.8	378
Neurocognitive: Feeling disoriented	1.976	0.065	9168.405	50.8	49.3	40.8	126
Comorbid-Mouth: TMJ / Dysfunction of the temporomandibular joint syndrome	1.986	0.057	13336.82	50.9	40.2	40.8	223
Autonomic Manifestations: palpitations	1.876	0.064	9256.654	47	45.9	40.9	133
Infection: Human Herpesvirus 6 (HHV6)	2.056	0.068	14020.15	54.2	49.5	40.9	149
Neuroendocrine Manifestations: worsening of symptoms with stress.	1.989	0.061	10591.72	51.1	44.9	40.9	414
Autonomic Manifestations: Postural orthostatic tachycardia syndrome (POTS)	1.927	0.067	9603.289	48.8	45.2	40.9	128
Onset: less than 04 years since onset	2.034	0.073	8956.183	54.1	53.2	40.9	71
Immune Manifestations: Abdominal Pain	1.947	0.068	14265.76	49.4	46.5	41.1	326
Neurological: Word-finding problems	2.057	0.064	10858.39	53.5	46.9	41.2	289
Neurological-Audio: hypersensitivity to noise	1.958	0.064	11562.53	49.7	45.7	41.2	347
Immune Manifestations: recurrent flu-like symptoms	2.001	0.066	15145.96	51.8	48.4	41.2	124
Neuroendocrine: Alcohol intolerance	1.951	0.06	13204.94	49.6	41.8	41.3	278
Post-exertional malaise: Rapid muscular fatigability,	2.024	0.06	9815.645	52.8	44.1	41.4	169
Neurocognitive: Problems remembering things	1.99	0.065	11390.81	51.3	46.9	41.4	415
Comorbid: Constipation and Explosions (not diarrohea)	2.014	0.062	14823.47	52.2	41.9	41.5	170
Neuroendocrine Manifestations: intolerance of extremes of heat and cold	1.987	0.064	9946.112	50.9	47.3	41.5	249
Pain: Eye pain	1.978	0.046	14356.53	51	37.8	41.5	57
Neurological-Audio: Tinnitus (ringing in ear)	1.96	0.061	13969.85	49.5	44.8	41.5	392
Blood Type: A Negative	1.87	0.06	8845	47.9	42.9	41.5	24
Neurocognitive: Unable to focus vision and/or attention	2.01	0.065	12425.26	52	45.7	41.6	302
Other: Sensitivity to mold	2.043	0.067	9442.872	53.5	50.5	41.7	141
Neurocognitive: Can only focus on one thing at a time	1.981	0.06	11138.71	50.7	45	41.7	394
Neurological: Cognitive/Sensory Overload	1.988	0.067	10058.01	50.7	49.4	41.7	219
Immune Manifestations: medication sensitivities.	2.092	0.061	13364.06	55.5	44.5	41.7	142
Neurocognitive: Difficulty paying attention for a long period of time	2.002	0.064	11330.78	52	46.8	41.8	429
Immune Manifestations: hives	1.973	0.056	10904.28	50.2	38.6	41.9	46
Onset: Sudden	1.704	0.068	8797.214	39.9	47.7	41.9	70
Autonomic Manifestations: exertional dyspnea	1.771	0.061	9788.978	45.3	39.9	42	46
Comorbid: Mold Sensitivity / Exposure	2.072	0.066	9522.613	54.2	49.7	42.1	137
Sleep: Need to nap daily	1.955	0.061	9768.217	49.7	46.3	42.1	129
Neuroendocrine Manifestations: sweating episodes	2.074	0.071	13323.83	54.6	47.9	42.1	183
Post-exertional malaise: Inappropriate loss of physical and mental stamina,	2.034	0.063	9683.478	52.7	46.7	42.1	255
Autonomic Manifestations: urinary frequency dysfunction	2.023	0.07	8986.062	53.6	49.5	42.2	113
Neurocognitive: Difficulty expressing thoughts	1.996	0.074	10247.57	51.8	49.4	42.2	232
General: Fatigue	1.971	0.058	12031.46	50.6	44.5	42.3	554
Immune: Flu-like symptoms	2.032	0.067	17995.01	53.2	47.3	42.3	116
Neuroendocrine Manifestations: marked weight change	2.115	0.069	13678.23	55.3	50.2	42.3	119
Comorbid-Mouth: Bruxism – Jaw cleanching / Teeth grinding	2.005	0.062	13571.29	51.6	43.2	42.3	318
Neuroendocrine: Feeling hot or cold for no reason	1.985	0.067	10345.56	50.5	48.5	42.4	158
Autonomic: Ocassional Tachycardia (Rapid heart beat)	1.908	0.067	9478.579	48.1	49.2	42.4	121
Gender: Female	2	0.055	9736.427	51.3	43.3	42.4	372
Immune: Recurrent Sore throat	1.961	0.063	11439.67	49.5	45.9	42.5	134
Neurological-Sleep: Sleep Apnea	2.148	0.066	19898.1	58.2	52.3	42.6	103
Comorbid: Snoring (NOT Sleep Apnea	2.031	0.059	14436.91	52.7	41.6	42.6	185
Sleep: Waking up early in the morning (e.g. 3 AM)	2.057	0.062	12919.95	53.3	45	42.7	349
Neuroendocrine Manifestations: marked diurnal fluctuation	2.115	0.06	10086.79	58	45.6	42.7	24
Immune Manifestations: Mucus in the stool	2.045	0.078	14352.74	52.9	51.6	42.7	176
Neuroendocrine Manifestations: cold extremities	1.961	0.061	14395.2	49.6	45.3	42.8	267
Neuroendocrine Manifestations: loss of adaptability	1.963	0.065	22154.92	51	47.4	42.9	62
Neurological-Sleep: Night Sweats	2.071	0.065	13304.88	53.3	46.3	42.9	141
Pain: Sensitivity to pain	2.049	0.072	12457.74	53.1	51.1	42.9	181
Immune Manifestations: Bloating	1.977	0.063	13344.09	50.3	45	42.9	504
Post-exertional malaise: Difficulty reading after mild physical or mental activity	1.991	0.065	10766.63	51.2	47	42.9	192
Onset: less than 08 years since onset	2.054	0.059	9535.966	54.9	43.3	43	58
Neurological-Sleep: Insomnia	2.03	0.061	14473.17	52.3	44.6	43	339
Neuroendocrine: Cold limbs (e.g. arms, legs hands)	1.969	0.067	12977.49	50.6	46.4	43	191
Sleep: Unrefreshed sleep	1.989	0.059	12300.45	51.3	44.1	43	479
Immune Manifestations: Constipation	2.004	0.059	14280.13	52.1	43.2	43	395
General: Depression	2.11	0.067	12559.02	55.7	49.1	43	278
Official Diagnosis: Irritable Bowel Syndrome	1.999	0.065	14433.07	51.3	45	43.1	349
Comorbid: Multiple Chemical Sensitivity	2.053	0.056	12104.99	53.9	41.3	43.1	131
Neuroendocrine Manifestations: Air Hunger	1.931	0.058	9873.469	48.8	44.5	43.1	81
Sleep: Daytime drowsiness	2.018	0.065	14393.73	52.2	46.6	43.1	349
Autonomic: Shortness of breath	1.976	0.067	9794.895	50.5	47.8	43.1	124
Immune Manifestations: Thick blood / Hypercoagulation	1.99	0.061	9581.985	51.2	46.8	43.2	66
Sleep: Problems falling asleep	2.031	0.065	10621.44	52.4	47.8	43.2	221
Infection: Lyme	2.029	0.057	11234.89	52.6	46.8	43.2	71
Neurological-Sleep: Inability for deep (delta) sleep	2.097	0.071	14421.58	55.9	48.9	43.2	151
Onset: less than 02 years since onset	1.896	0.063	9318.657	46.1	46.3	43.3	67
Onset: 2010-2020	1.99	0.064	12458.24	50.4	44.7	43.4	325
Age: 10-20	2.014	0.071	9357.475	53.2	49.8	43.4	40
Autonomic Manifestations: light-headedness	1.988	0.07	10053.82	50.4	49.3	43.6	145
Sleep: Problems staying asleep	2.051	0.059	13891.49	52.9	44.1	43.7	380
Autonomic: Irregular heartbeats	2.047	0.068	14841.51	52.8	48	43.8	141
Comorbid: Histamine or Mast Cell issues	1.969	0.059	13247.94	49.7	43.5	43.8	355
Other: Sensitivity to vibrations	1.929	0.044	12403.73	47.9	37.3	43.9	52
Post-exertional malaise: Mentally tired after the slightest effort	2.018	0.063	10731.34	51.5	47.2	43.9	161
Official Diagnosis: Allergic Rhinitis (Hay Fever)	1.965	0.057	13655.98	49.7	41.6	43.9	232
Infection: Epstein-Barr virus	2.117	0.06	13402.13	55.8	45.4	44	240
Infection: Coxsackie	2.1	0.061	9782.615	57.3	47.6	44.2	39
Post-exertional malaise: Rapid cognitive fatigability,	2.055	0.061	10488.19	53.6	46.8	44.2	212
Neurocognitive: Brain Fog	1.982	0.064	12153.58	50.4	46.3	44.3	597
Comorbid: Small intestinal bacterial overgrowth (SIBO)	2.02	0.071	13923.31	51.2	52.7	44.4	191
Immune: Tender / sore lymph nodes	2.096	0.068	14842.85	53.6	46.7	44.4	111
Post-exertional malaise: Worsening of symptoms after mild mental activity	2.016	0.071	10902.02	51.9	51.4	44.4	165
General: Sinus issues with headaches	2.024	0.065	13296.41	52	46.4	44.5	124
Age: 20-30	1.974	0.07	16286.07	51.1	50.9	44.5	136
Post-exertional malaise: Next-day soreness after everyday activities	2.104	0.064	12530.68	54.4	47.2	44.5	198
Immune Manifestations: Inflammation of skin, eyes or joints	2.097	0.068	16251.55	54.8	51.1	44.6	228
Post-exertional malaise: General	2.053	0.063	13379.21	53.4	48.9	44.6	243
Neurological: Slowed speech	2.179	0.08	14630.11	57.9	49.4	44.7	108
Post-exertional malaise: Post-exertional malaise	2.072	0.06	10683.72	53.8	46.3	44.7	269
Neurological: Joint hypermobility	2.063	0.072	15030.99	53.3	48.8	44.8	167
Neurological: Seasonal Affective Disorder (SAD)	2.171	0.073	12976.18	58.7	49.8	44.9	127
Neuroendocrine Manifestations: Laboured breathing	2.003	0.077	11266.07	52.1	51.8	44.9	30
Autonomic Manifestations: delayed postural hypotension	2.091	0.08	10730.32	56.3	51.3	44.9	28
Infection: Parasite – Other	2.089	0.079	13683.44	55.4	52.2	44.9	81
Autonomic: Heart rate increase after standing	1.946	0.058	10621.93	50.4	44.6	44.9	145
Comorbid: Inflammatory bowel disease	2.096	0.078	15575.55	54.1	51.6	45	162
Immune: Chronic Sinusitis	1.969	0.056	9423.875	49.4	44.9	45	80
Neuroendocrine Manifestations: Paraesthesia (tingling burning of skin)	2.177	0.075	15722.67	57.3	52.5	45.1	129
Immune Manifestations: Hair loss	2.111	0.075	17633.89	55.2	53.5	45.1	218
Onset: 1990-2000	2.132	0.056	30905.83	56.2	46.3	45.1	42
Post-exertional malaise: Physically drained or sick after mild activity	2.092	0.063	11092.9	55.3	47.1	45.1	207
Neurological-Sleep: Prolonged Sleep	1.922	0.059	9645.784	48.1	41.6	45.2	37
Official Diagnosis: Autism	2	0.081	11715.03	50.2	52.3	45.2	207
Age: 50-60	2.013	0.049	16092.02	50.4	37	45.4	142
Official Diagnosis: Chronic Fatigue Syndrome (CFS/ME)	2.046	0.052	13112.63	52.8	40.9	45.6	528
Post-exertional malaise: Muscle fatigue after mild physical activity	2.087	0.069	12312.77	54	50.1	45.6	265
Autonomic Manifestations: Orthostatic intolerance	2.087	0.069	14092.74	54.9	49.7	45.7	164
Comorbid: Fibromyalgia	2.099	0.074	18779.22	55.9	53.2	46	107
Neurological: Myoclonic jerks or seizures	1.982	0.053	11801.6	49.9	36.9	46	50
Official Diagnosis: Depression	2.137	0.069	13752.19	57	50.9	46	99
Autonomic Manifestations: bladder dysfunction	1.947	0.064	10480.63	50.3	43.6	46.1	56
Official Diagnosis: Fibromyalgia	2.042	0.071	20205.99	53.1	50.8	46.1	73
Age: 40-50	1.989	0.073	10590.26	50.3	52.1	46.2	216
Joint: Tenderness	2.141	0.074	19366.06	56.4	51.8	46.2	173
Gender: Male	2.066	0.067	14723.23	53.5	49	46.2	507
Post-exertional malaise: Physically tired after minimum exercise	2.053	0.064	13813.96	52.7	47.5	46.2	268
Post-exertional malaise: Worsening of symptoms after mild physical activity	2.1	0.062	12504.35	54.6	46.6	46.4	282
Immune Manifestations: High Altitude Intolerance	1.997	0.067	27233.9	51.5	48	46.5	49
Official Diagnosis: High Blood Pressure (Hypertension)	2.149	0.079	24512.04	56.7	62.8	46.6	27
Comorbid: High Anxiety	2.085	0.066	16472	54.3	47.4	46.6	302
Blood Type: O Positive	2.107	0.061	14366.56	54.8	43.4	46.7	262
Autonomic: Inability to tolerate an upright position	2.119	0.074	16184.94	56.3	50.2	47	136
Official Diagnosis: Autoimmune Disease	2.217	0.069	18238.23	59.4	49.8	47.3	184
Comorbid: Methylation issues (MTHFR)	2.158	0.066	11514.35	57.8	52	47.3	113
Comorbid: Restless Leg	2.071	0.065	10681.73	54.5	48.8	47.4	93
Official Diagnosis: Mood Disorders	2.294	0.074	10430.17	62.8	57.7	47.6	54
Immune Manifestations: Inflammation (General)	2.087	0.071	16527.17	54.1	51.9	47.6	277
Onset: less than 32 years since onset	2.053	0.063	12146.14	51.7	52.7	47.6	70
Neurological: Dysautonomia	2.025	0.067	14155.11	51.8	46.9	47.8	156
Age: 30-40	2.058	0.066	11989.15	53.1	49.9	48	330
DePaul University Fatigue Questionnaire : Feeling like you have a temperature	1.938	0.074	10889.88	47.3	55.3	48.2	43
DePaul University Fatigue Questionnaire : New trouble with math	2.19	0.072	11232.03	54.9	57.6	48.4	35
DePaul University Fatigue Questionnaire : Chilled or shivery	1.931	0.071	26909.26	46.4	50.9	48.6	47
DePaul University Fatigue Questionnaire : Sweating hands	1.859	0.091	10413.74	42.2	55.8	48.9	27
Official Diagnosis: COVID19 (Long Hauler)	1.617	0.083	10288.01	33.5	54.3	48.9	203
Comorbid-Mouth: Mouth Sores	2.146	0.066	17904.74	55	45.6	48.9	70
Comorbid-Mouth: Ulcers (mouth)	1.964	0.062	11296.41	49.6	45.9	49	27
Official Diagnosis: Osteoporosis	1.888	0.054	10854.14	47.1	40.8	49	21
Immune: Viral infections with prolonged recovery periods	2.066	0.066	11620.85	53.6	48.8	49	99
Comorbid: Salicylate sensitive	1.529	0.048	10532.92	30.1	37.5	49.1	36
Comorbid: Mood Swings	1.99	0.07	11071.23	48.6	51.5	49.4	97
DePaul University Fatigue Questionnaire : Tingling feeling	1.705	0.072	14165.09	37.1	49.1	49.4	66
Blood Type: O Negative	1.945	0.077	11344.33	47.7	45.4	49.5	30
Comorbid: Electromagnetic Sensitivity (EMF)	2.224	0.065	12963.08	60.2	47.6	49.5	39
Neurological-Sleep: Sleep Reversal	2.225	0.065	10837.67	60.1	53.2	49.6	33
Neuroendocrine Manifestations: Painful menstrual periods	2.145	0.059	11232.21	57.6	45.4	49.6	57
DePaul University Fatigue Questionnaire : Impaired Memory & concentration	2.037	0.069	17173.98	51.4	49.3	49.7	298
Comorbid: Carbohydrate intolerance	1.961	0.061	12491.89	51.1	45.3	49.9	46
DePaul University Fatigue Questionnaire : Frequently get words or numbers in the wrong order	2.095	0.077	12878.05	53	54.6	49.9	56
DePaul University Fatigue Questionnaire : Chest pain	1.966	0.078	13689.93	47.9	55.4	50.3	27
Onset: 1980-1990	2.043	0.047	37107.56	53.8	36.7	50.4	32
DePaul University Fatigue Questionnaire : Poor Appetite	1.949	0.054	14012.92	48.5	43.7	50.5	37
Official Diagnosis: Attention deficit hyperactivity disorder (ADHD)	2.081	0.078	11843.49	55.1	54.8	50.5	80
Comorbid-Mouth: Periradicular periodontitis inflammatory / chronic lesion around roots of teeth	2.031	0.048	11195.24	54.4	38.9	50.6	25
DePaul University Fatigue Questionnaire : Nausea	1.856	0.074	12353	44.3	51.8	50.7	63
Physical: Eastern European	1.71	0.057	11299.21	36.8	45.9	50.8	34
DePaul University Fatigue Questionnaire : Difficulty reasoning things out	1.955	0.078	11585.79	48	52.9	50.9	79
Joint: Redness	2.274	0.072	22181.72	61.8	50	51	46
DePaul University Fatigue Questionnaire : Blurred Vision	1.766	0.062	11329.24	39.4	45.9	51	62
DePaul University Fatigue Questionnaire : Difficulty falling asleep	2.024	0.08	12073.2	50.1	53.8	51	133
DePaul University Fatigue Questionnaire : Unrefreshing Sleep, that is waking up feeling tired	2.062	0.068	16938.43	52	48.9	51.4	334
DePaul University Fatigue Questionnaire : Racing heart	1.953	0.075	22527.55	46.7	51.5	51.4	67
DePaul University Fatigue Questionnaire : Feel unsteady on feet	2.026	0.057	13562.46	50.1	37.9	51.9	41
DePaul University Fatigue Questionnaire : Fatigue	2.093	0.067	16345.97	53.2	48.8	52.1	380
DePaul University Fatigue Questionnaire : Muscle Pain (i.e., sensations of pain or aching in your muscles. This does not include weakness or pain in other areas such as joints)	1.968	0.072	20265.4	47.3	53.1	52.2	117
General: Heavy feeling in arms and legs	2.066	0.066	12763.22	53.3	48.9	52.3	104
DePaul University Fatigue Questionnaire : Upset stomach	1.839	0.07	21705.82	42.8	47.5	52.3	79
DePaul University Fatigue Questionnaire : Weight change	2.006	0.067	11665.45	50.4	50.4	52.5	60
DePaul University Fatigue Questionnaire : Pain in Multiple Joints without Swelling or Redness	1.946	0.06	15796.95	46.6	49.3	52.5	74
Autism: More Inappropriate Social Interaction	2.086	0.086	11929.54	54.1	54.1	52.6	24
Comorbid: Constipation and Diarrohea (not explosions)	1.957	0.063	12512.67	48.7	48	52.7	98
Comorbid: Sleep Apnea Diagnosis	2.054	0.059	41891.19	52.7	47.8	52.7	47
DePaul University Fatigue Questionnaire : Difficulty retaining information	2.028	0.066	18395.93	50.8	48.6	53	134
DePaul University Fatigue Questionnaire : Mood swings	2.14	0.073	12088.44	53.3	52.2	53.2	81
DePaul University Fatigue Questionnaire : Shortness of breath	2.031	0.072	12631.27	49.1	47.8	53.2	71
DePaul University Fatigue Questionnaire : Difficulty recalling information	1.98	0.067	17335.97	49	49.5	53.2	152
DePaul University Fatigue Questionnaire : Eye pain	1.881	0.051	16658.33	43.1	42.9	53.3	60
DePaul University Fatigue Questionnaire : Headaches	1.938	0.077	21075.7	46.7	51.7	53.3	97
Physical: Long term antibiotics(over 6 months)	1.953	0.082	13398.78	47.4	62.5	53.3	32
Comorbid: Migraine	2.07	0.072	18043.71	51.2	50.5	53.4	90
DePaul University Fatigue Questionnaire : Sore Throat	1.964	0.068	14178.04	48.4	45.3	53.5	57
Physical: Long term (chronic) stress	1.849	0.06	19406.05	43.2	46.1	53.5	102
DePaul University Fatigue Questionnaire : Forgetting what you are trying to say	2.039	0.069	18515.81	50.3	51.4	53.6	122
DePaul University Fatigue Questionnaire : Night sweats	2.038	0.068	12137.17	49.1	47.1	53.8	46
DePaul University Fatigue Questionnaire : Frequently loose train of thought	2.105	0.079	12781.15	53.7	57.3	53.8	107
DePaul University Fatigue Questionnaire : Difficulty following things	1.995	0.08	13048.19	49	53.9	54	89
DePaul University Fatigue Questionnaire : Depression	2.069	0.065	19883.27	52.7	49.7	54	99
DePaul University Fatigue Questionnaire : Allergies	1.921	0.059	12296.65	47.2	45.5	54	141
DePaul University Fatigue Questionnaire : Difficulty comprehending Information	1.972	0.083	12479.67	47.7	54.4	54.1	121
DePaul University Fatigue Questionnaire : Abdomen pain	1.958	0.074	22318.12	48.2	53	54.2	78
DePaul University Fatigue Questionnaire : Hot or Cold spells	1.935	0.065	23234.88	47.4	45.4	54.2	68
Blood Type: A Positive	2.167	0.078	16858.1	55.6	53	54.2	112
DePaul University Fatigue Questionnaire : Muscle weakness	1.958	0.066	12329.4	47.8	49.4	54.2	123
DePaul University Fatigue Questionnaire : Sensitivity to Alcohol	2.056	0.065	16243.8	51.6	46.2	54.3	98
DePaul University Fatigue Questionnaire : Difficulty finding the right word	2.031	0.069	17169.14	50.8	49.8	54.4	181
DePaul University Fatigue Questionnaire : Does physical activity make you feel worse	2.04	0.059	17569.78	51.4	47.2	54.5	160
Physical: Steps Per Day 2000-4000	1.898	0.057	12403.9	45.5	41.9	54.7	69
Physical: Northern European	1.847	0.062	13131.31	43.2	44.9	54.7	116
DePaul University Fatigue Questionnaire : Temperature lower than normal	2.05	0.06	13048.24	50.3	44.8	54.8	63
Comorbid: Sugars cause sleep or cognitive issues	1.988	0.071	14434.56	51.9	54.8	54.8	32
DePaul University Fatigue Questionnaire : Difficulty staying asleep	2.135	0.065	18877.49	54	48.8	54.9	141
Age: 0-10	2.083	0.116	14335.89	55.4	62.6	54.9	87
Official Diagnosis: Celiac Disease	2.036	0.08	20864.15	51.1	54.9	55	34
Condition: Acne	1.926	0.055	18545.04	47.3	45.1	55.1	80
DePaul University Fatigue Questionnaire : Walking up early in the morning (e.g. 3AM)	2.136	0.06	21152.2	54.3	47.7	55.1	102
Autism: More deficits in Language Comprehension	2.118	0.093	12237.69	55.8	60.2	55.1	35
DePaul University Fatigue Questionnaire : Confusion/disorientation	1.905	0.075	12532.17	45.7	53.7	55.1	60
DePaul University Fatigue Questionnaire : Need to nap during each day	1.869	0.065	25116.62	44.8	47.6	55.3	85
DePaul University Fatigue Questionnaire : Trouble expressing thoughts	2.048	0.079	12709.91	50.5	56	55.3	91
Autism: More Decrease in Speaking	1.956	0.089	11878.78	49.8	52.4	55.4	41
DePaul University Fatigue Questionnaire : Tense muscles	1.884	0.065	21790.03	45.6	46.9	55.5	81
DePaul University Fatigue Questionnaire : Post-exertional malaise, feeling worse after doing activities that require either physical or mental exertion	2.044	0.064	13295.65	50.9	49.3	55.5	191
Condition: Non-alcoholic Fatty Liver Disease	1.927	0.071	12291.76	48.4	49	55.7	29
DePaul University Fatigue Questionnaire : Rash	2.141	0.07	12809.34	56	49	55.9	41
Condition: Post-Traumatic Stress Disorder	2.073	0.066	13172	52.1	51.4	56.1	61
Autism: More Avoidance of Eye Contact or Poor Eye Contact	1.954	0.087	14132.08	49.9	52.4	56.2	26
Condition: ME/CFS with IBS	1.941	0.064	21176.43	47.6	46.6	56.2	146
DePaul University Fatigue Questionnaire : Absent-mindedness	2.006	0.07	19498.31	49.6	52	56.2	119
Autism: More Behavioral Disturbances	2.381	0.105	13815.91	66.7	63.9	56.3	23
Condition: ME/CFS without IBS	1.984	0.062	12510.58	49.1	45.9	56.4	89
Physical: Paleo Diet	1.768	0.038	12820.74	40.5	31.5	56.5	23
DePaul University Fatigue Questionnaire : Slowness of thought	1.941	0.07	12898.63	46.8	49.4	56.6	104
DePaul University Fatigue Questionnaire : Abnormal sensitivity to light	2.014	0.069	14154	48.9	49.3	56.7	102
Official Diagnosis: Gastroesophageal reflux disease (GERD)	2.015	0.057	19077.8	51.7	44.8	56.7	65
Autism: More Sleep Disturbances	2.136	0.084	13719.14	56.2	55.9	56.8	36
Physical: Good Air Quality	1.715	0.055	12224.21	37.6	42.9	56.8	29
DePaul University Fatigue Questionnaire : Need to have to focus on one thing at a time	1.949	0.061	13809.39	48.2	45.6	56.8	120
Physical: Steps Per Day 4000-8000	1.913	0.066	12897.58	45.5	47.1	57	60
Autism: More Repetitive Movements	2.038	0.105	12658.48	53.6	62.3	57	29
DePaul University Fatigue Questionnaire : Ringing in the Ears	1.998	0.062	20337.6	48.4	47.5	57.2	126
DePaul University Fatigue Questionnaire : Dizziness	1.983	0.066	14162.57	46.5	48.5	57.3	65
DePaul University Fatigue Questionnaire : Chemical sensitivity	2.221	0.066	14833.72	57.1	48.5	57.3	79
DePaul University Fatigue Questionnaire : Anxiety/tension	2.037	0.067	18111.31	51.4	49.2	57.5	159
Autism: More Intense Focus on One Topic	2.355	0.059	15148.77	63.7	47.7	57.5	22
Physical: Tonsils removed	2.077	0.069	13512.92	54.6	45.4	57.7	49
General: Anhedonia (inability to feel pleasure)	1.983	0.069	16245.07	47.5	54.1	57.8	27
DePaul University Fatigue Questionnaire : Poor hand to eye coodination	2.329	0.07	14096.38	57.2	52.1	58	21
Condition: Psoriasis	2.174	0.08	26532.52	56.8	54.4	58.2	33
Neuroendocrine Manifestations: Poor gut motility	1.888	0.067	19063.31	44.1	48.4	58.3	133
DePaul University Fatigue Questionnaire : Concern with driving	2.084	0.053	13892.65	53.3	43.1	58.3	40
DePaul University Fatigue Questionnaire : Easily irritated	2.077	0.07	15797.35	52.6	51.3	58.4	142
Physical: Work-Sitting	1.924	0.062	18699.64	46.1	45.2	58.5	139
Physical: Breastfed	2.17	0.049	16236.93	54.1	41.1	58.8	73
Neurocognitive: Aphantasia ( inability to visualize mental images)	1.939	0.078	14582.46	47.7	57.4	58.8	26
Official Diagnosis: Hypercholesterolemia (High Cholesterol)	2.034	0.063	13217.88	50.9	48	59.2	40
Condition: Non-Celiac Gluten Sensitivity	2.019	0.057	13551.54	50.2	44.8	59.4	78
DePaul University Fatigue Questionnaire : Slow to react	2.113	0.07	14951.93	52.7	51.2	59.4	75
Condition: Asthma	2.202	0.071	14193.31	56.9	55.2	59.5	32
Physical: Steps Per Day 8000-16000	2.18	0.063	19185.95	55.5	47.8	60.1	37
Immune Manifestations: Chronic Flatus / Flatulence / gas	2.058	0.071	22413	52.4	49.4	60.2	98
Physical: Amalgam fillings	2.108	0.055	29287.59	54.2	39.9	60.4	49
Condition: Generalized anxiety disorder	2.183	0.077	39061	57.5	54.7	60.5	45
Physical: Appendix removed	2.159	0.052	19123.71	55.6	42	60.8	28
Physical: Pets	2.122	0.068	24978.46	53.6	45.7	60.8	90
DePaul University Fatigue Questionnaire : Does physical activity make you feel better	1.909	0.07	20720.16	47.4	51.9	61.3	38
Autism: High Functioning	2.383	0.061	15824.14	66.9	46.5	61.3	42
Physical: Steps Per Day < 2000	1.998	0.056	16104.52	49.7	42.5	61.5	63
Comorbid: Panic Attacks	2.194	0.073	32169.33	57	50.3	62.3	48
Official Diagnosis: COVID19 (Fully Recovered)	2.09	0.058	15757.67	52.4	47.1	62.4	27
Condition: Osteoarthritis	1.892	0.057	14280.87	48.6	44	63.1	23
Physical: Organic Diet	2.131	0.071	26542.31	53.6	46	63.5	65
Immune Manifestations: Hyperphagia (abnormally hunger or desire to eat)	2.01	0.051	14582.67	49.9	43.5	63.7	21