Python, RapidAPI Terms

APIs and tooling like Jupyter docs allows many opportunities in fields like Data Science. As more and more developers use APIs, they build standards in how you setup a client, send requests and receive information...

import requests

url = "https://matchilling-tronald-dump-v1.p.rapidapi.com/random/quote"

headers = {
	"Accept": "application/hal+json",
	"X-RapidAPI-Key": "c1c04d301amshae9837f1f9f2f96p16c078jsn674cc5d8a3f9",
	"X-RapidAPI-Host": "matchilling-tronald-dump-v1.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers)

print("Quotes")
quotes = response.json()
print(quotes)

#for x in quotes:
  # for key, value in x.items():
   #   if (key == "appeared_at"):
    #     print("appeared_at:",value)
     # if (key == "created_at"):
      #   print("created_at:",value)
      #if (key == "quote_id"):
        # print("quote_id",value)
Quotes
{'appeared_at': '2016-06-03T13:13:50.000Z', 'created_at': '2016-11-20T01:31:40.442Z', 'quote_id': 'FD-bbzfeR8-FWuPUGRVqrg', 'tags': ['Hillary Clinton'], 'updated_at': '2016-11-20T01:31:40.442Z', 'value': "In Crooked Hillary's telepromter speech yesterday, she made up things that I said or believe but have no basis in fact. Not honest!", '_embedded': {'author': [{'author_id': 'wVE8Y7BoRKCBkxs1JkqAvw', 'bio': None, 'created_at': '2016-11-14T01:14:02.096Z', 'name': 'Donald Trump', 'slug': 'donald-trump', 'updated_at': '2016-11-14T01:14:02.096Z', '_links': {'self': {'href': 'http://api.tronalddump.io/author/wVE8Y7BoRKCBkxs1JkqAvw'}}}], 'source': [{'created_at': '2016-11-20T01:31:39.910Z', 'filename': None, 'quote_source_id': '0-4RwS84Qguy3wRcKjCYYw', 'remarks': None, 'updated_at': '2016-11-20T01:31:39.910Z', 'url': 'https://twitter.com/realDonaldTrump/status/738720347239809024', '_links': {'self': {'href': 'http://api.tronalddump.io/quote-source/0-4RwS84Qguy3wRcKjCYYw'}}}]}, '_links': {'self': {'href': 'http://api.tronalddump.io/quote/FD-bbzfeR8-FWuPUGRVqrg'}}}
import requests

url = "https://diagnosis.p.rapidapi.com/api/DDxItems/GetSymptoms"

querystring = {"AuthenticationID":"DEMO_AuthenticationID"}

headers = {
	"X-RapidAPI-Key": "59ac7d2cadmsh664b50412aa531bp133fd0jsn1da9685dbdb5",
	"X-RapidAPI-Host": "diagnosis.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers, params=querystring)

#print(response.json())

for symptom in response.json():
	#print(symptom)
	stext = symptom.get("symptom")
	if ("[" not in stext):
		print(stext.strip() + ": " + symptom.get("category"))
rapid breathing: Breathing
hurried respiration: Breathing
hyperventilation: Breathing
overbreathing: Breathing
breathing faster or deeper than normal: Breathing
increased breathing rate: Breathing
hurried breathing: Breathing
labored and unusually rapid breathing: Breathing
lethargy: Catastasis
confusion: Cognitive problems
anxiety: Cognitive problems
turmoil: Cognitive problems
tumult: Cognitive problems
disarray: Cognitive problems
commotion: Cognitive problems
agitation: Cognitive problems
restlessness: Cognitive problems
disorientation: Cognitive problems
nervousness: Cognitive problems
stupor: Catastasis
coma: Catastasis
easy fatigue: Catastasis
shortness of breath: Breathing
wheezing: Breathing
dyspnea: Breathing
dyspnoea: Breathing
breathlessness: Breathing
apnea: Breathing
wheeze: Breathing
labored breathing: Breathing
chest tightness: Breathing
sleepiness: Catastasis
hand tremor: Muscles
hand trembling: Muscles
hand shiver: Muscles
hand shudder: Muscles
hand tremble: Muscles
hand thrill: Muscles
lightheadedness: Catastasis
muscle twitching: Muscles
muscular contraction: Muscles
clonus: Muscles
tick: Muscles
teak: Muscles
tic: Muscles
ticking: Muscles
drill: Muscles
nausea: Catastasis
vomiting: Catastasis
vomit: Catastasis
emesis: Catastasis
retching: Catastasis
puke: Catastasis
vomitus: Catastasis
numbness or tingling in the face: Muscles
numbness or tingling in the hands: Muscles
numbness or tingling in the feet: Muscles
muscle spasms: Muscles
tetany: Muscles
tetanilla: Muscles
muscle cramp: Muscles
muscle convulsion: Muscles
muscle kink: Muscles
convulsions: Muscles
fever: Catastasis
low blood pressure: Catastasis
hypotension: Catastasis
blood in urine: Blood
protein in the urine: Urination
proteinuria: Urination
blood in the stool: Blood
headache: Pains
migraine: Pains
cephalgia: Pains
cephalalgia: Pains
woe: Pains
encephalalgia: Pains
small red dots on the skin: Skin
mucosal bleeding: Blood
epistaxis: Blood
bleeding from the nose: Blood
nose bleeding: Blood
gums bleeding: Blood
mouth bleeding: Blood
nosebleed: Blood
blackening of the skin: Skin
chest pain: Pains
cardiac pain: Pains
angina: Pains
chest pain on exertion: Pains
tightness: Pains
squeezing sensation of the chest: Pains
coughing up blood: Blood
difficulty breathing: Breathing
trouble breathing: Breathing
abdominal pain: Pains
decreased body hair: Skin
baldness: Skin
hair loss: Skin
alopecia: Skin
calvities: Skin
acomia: Skin
loss of hair: Skin
thinning hair: Skin
balding: Skin
dehydration: Catastasis
diarrhea: Stools
frequent bowel movements: Stools
flux: Stools
looseness: Stools
scour: Stools
intermittent diarrhea: Stools
constipation: Stools
fainting: Catastasis
unconsciousness: Catastasis
loss of consciousness: Catastasis
apsychia: Catastasis
faintness: Catastasis
insensibility: Catastasis
faint: Catastasis
syncope: Catastasis
swoon: Catastasis
fainting-fit: Catastasis
near fainting: Catastasis
fatigue: Catastasis
hyperpigmentation: Skin
dark patches of skin: Skin
darkening of the skin that's not related to sun exposure: Skin
darkening of skin color: Skin
discoloration: Skin
freckles: Skin
mottled skin: Skin
joint aches: Pains
muscle aches: Pains
muscle pain: Pains
muscle soreness: Pains
low blood sugar: Catastasis
muscle weakness: Muscles
myasthenia: Muscles
weight loss: Catastasis
salt craving: Appetite
foamy urine: Urination
hands swelling: Skin
feet swelling: Skin
face swelling: Skin
swelling: Skin
edema: Skin
hypostasis: Skin
puffy face: Skin
swollen face: Skin
edematous face: Skin
hydropic face: Skin
dropsical face: Skin
succulent face: Skin
abdomen swelling: Abdomen
redness: Skin
reddening: Skin
redden: Skin
rubor: Skin
rubeosis: Skin
ruddiness: Skin
skin redness: Skin
pain: Pains
pale skin: Skin
pallor: Skin
paleness: Skin
whiteness: Skin
pallescence: Skin
feebleness: Skin
pale-looking skin: Skin
fast heartbeat: Heart
irregular heartbeat: Heart
arrhythmia: Heart
arhythmia: Heart
anisorhythmia: Heart
abnormal heart rhythm: Heart
cognitive problems: Cognitive problems
loss of higher reasoning: Cognitive problems
difficulties with judgment and reasoning: Cognitive problems
forgetfulness: Cognitive problems
learning disabilities: Cognitive problems
problems with comprehension or understanding: Cognitive problems
concentration difficulties: Cognitive problems
decreased intelligence: Cognitive problems
impaired arithmetic, organizational, and language skills: Cognitive problems
problems performing multiple tasks: Cognitive problems
behavioral and emotional changes: Cognitive problems
delirium: Cognitive problems
delusion: Cognitive problems
ravings: Cognitive problems
drivel: Cognitive problems
rave: Cognitive problems
wanderings: Cognitive problems
cold extremities: Catastasis
brittle nails: Tissues
nail abnormalities: Tissues
nail dystrophy: Tissues
thickened nails: Tissues
pitted or ridged nails: Tissues
disfiguring nails: Tissues
spoon-shaped nails: Tissues
swollen tongue: Tissues
enlarged tongue: Tissues
sore tongue: Tissues
cracks or ulcers at the corners of the mouth: Oral
craving to eat unusual non-food substances such as ice or dirt: Appetite
slow reflexes: Catastasis
slow reaction: Catastasis
loss of balance: Vestibular
unsteady walking: Vestibular
unsteady gait: Vestibular
difficulty walking: Vestibular
depression: Cognitive problems
dementia: Cognitive problems
aphrenia: Cognitive problems
feeble-mindedness: Cognitive problems
mental debility: Cognitive problems
prolonged bleeding: Blood
easy bruising: Skin
bruise: Skin
mar: Skin
extravasation: Skin
hematoma: Skin
purplish bruises caused by bleeding under the skin: Skin
increased number and severity of infections: Catastasis
pulmonary hypertension: Heart
increased pressure over the pulmonary artery: Heart
ventricular heart failure: Heart
blindness: Catastasis
Loss of vision: Catastasis
deafness: Catastasis
facial feature abnormalities: Catastasis
larger and broader facial features: Catastasis
coarse facial features: Catastasis
thickening of the lips tongue and nostrils: Catastasis
broad nose and flared nostrils: Catastasis
inability to feel pain: Pains
stillbirth: Obstetric
dead birth: Obstetric
absence of brain: Brain
malformation of brainstem: Brain
absence of skull bone normally surrounding the brain: Brain
neonatal death: Obstetric
newborn death: Obstetric
death of newborn: Obstetric
loss of appetite: Appetite
numbness: Catastasis
pain in the lower back: Pains
pain in hips: Pains
stiffness in the lower back: Pains
stiffness in hips: Pains
reddened eyes: Eyes
eye pain: Eyes
pressure in eyes: Eyes
pain during eye movement: Eyes
optic neuritis: Eyes
sensitivity to light: Eyes
blurred vision: Eyes
diffuse vision: Eyes
indistinct vision: Eyes
nebulous vision: Eyes
reduced vision: Eyes
vision abnormalities: Eyes
disturbed vision: Eyes
heart valve inflammation: Heart
coughing: Breathing
cough: Breathing
hacking cough: Breathing
persistent cough: Breathing
dry cough: Breathing
coughing at night: Breathing
wheezing or coughing after exercise: Breathing
short breath during exercise: Breathing
shortness of breath with activity: Breathing
trouble sleeping: Catastasis
cramps: Abdomen
gripe: Abdomen
cramp: Abdomen
griping: Abdomen
bellyache: Abdomen
wring: Abdomen
itchy eyes: Eyes
sore throat: Oral
tickle in the throat: Oral
itchy throat: Oral
itchy roof of mouth: Oral
sneezing: Breathing
joint swelling: Pains
joint stiffness: Pains
joint redness: Pains
deformed joints: Pains
joint cracking: Pains
joint creaking: Pains
joint tenderness: Pains
joint loss of flexibility: Pains
joint grating sensation: Pains
joint bone spurs: Pains
sores: Skin
boils: Skin
pus in hair follicles: Skin
abscesses: Skin
carbuncles: Skin
sty: Skin
impetigo: Skin
granulomas: Skin
chills: Catastasis
shaking chills: Catastasis
chill: Catastasis
rigor: Catastasis
shakes: Catastasis
dither: Catastasis
algor: Catastasis
sweating: Skin
lower-than-normal body temperature: Catastasis
low body temperature: Catastasis
chest pain that fluctuates with breathing: Breathing
sluggishness: Catastasis
tardiness: Catastasis
deliberation: Catastasis
sloth: Catastasis
heaviness: Catastasis
non mentally alert: Catastasis
non-vigilantly attentive: Catastasis
non-watchful: Catastasis
dry skin: Skin
weight gain: Catastasis
get fat: Catastasis
muscle tenderness: Muscles
muscle stiffness: Muscles
muscle wasting: Muscles
rigid muscles: Muscles
menorrhagia: Blood
sensitivity to cold: Catastasis
intolerance to cold: Catastasis
blood in the vomit: Blood
hoarse voice: Breathing
raucous voice: Breathing
husky voice: Breathing
throaty voice: Breathing
wheezy voice: Breathing
gruff voice: Breathing
hoarseness: Breathing
deepened voice: Breathing
high cholesterol: Blood
irritability: Cognitive problems
irascibility: Cognitive problems
petulance: Cognitive problems
temper: Cognitive problems
impatience: Cognitive problems
peevishness: Cognitive problems
sensitivity to heat: Catastasis
thyroid gland enlargement: Catastasis
goiter: Catastasis
change in menstrual cycles: Sexual
erectile dysfunction: Sexual
male impotence: Sexual
reduced libido: Sexual
sexual dysfunction: Sexual
decreased libido: Sexual
decreased sexual interest: Sexual
low sex drive: Sexual
bulging eyes: Eyes
dry eyes: Eyes
irritated eyes: Eyes
gritty sensation in the eyes: Eyes
eyes that are burn itch or feel gritty: Eyes
puffy eyelids: Eyes
double vision: Eyes
limited eye movements: Eyes
corneal ulcer: Eyes
ulcers on the cornea: Eyes
ulcerative keratitis: Eyes
eyesore: Eyes
reddening and thickening of the skin: Skin
weak urine stream: Urination
decreased force in the stream of urine: Urination
slow urine flow: Urination
trouble urinating: Urination
frequent urination: Urination
urgent need to urinate: Urination
urinary urgency: Urination
loss of bladder control: Urination
urge to urinate: Urination
needing to urinate more often than normal: Urination
increased frequency of urination at night: Urination
not being able to completely empty the bladder: Urination
continuous feeling of a full bladder: Urination
urinary tract infection: Urination
formation of stones in the bladder: Urination
reduced kidney function: Urination
dark urine: Urination
dark-colored urine: Urination
blood in the semen: Blood
pain in the pelvic area: Pains
pelvic pain: Pains
pelvis pain: Pains
discomfort in the pelvic area: Pains
pain or discomfort of the penis or testicles: Pains
pain in the groin: Pains
bone pain: Pains
pain when urinating: Pains
burning sensation when urinating: Pains
dysuria: Pains
burning feeling when urinate: Pains
painful urination: Pains
pain in the area between the scrotum and rectum: Pains
painful orgasms: Pains
painful ejaculations: Pains
pain during sexual intercourse: Pains
pain during intercourse: Pains
pyuria: Urination
flank pain: Pains
over the kidneys pain: Pains
pain felt near the kidneys: Pains
tumor: Skin
soreness: Catastasis
morbidity: Catastasis
painfulness: Catastasis
sickliness: Catastasis
morbidness: Catastasis
delicacy: Catastasis
itching: Skin
unusual discharge from the genitals: Urination
heavy bleeding from small cuts or dental work: Blood
swollen lymph nodes: Tissues
lymphadenitis: Tissues
lymph nodes swelling: Tissues
swollen lymph glands: Tissues
enlarged lymph nodes: Tissues
enlarged liver: Tissues
swollen spleen: Tissues
spleen swelling: Tissues
enlarged spleen: Tissues
swollen kidneys: Tissues
swollen testicles: Tissues
testicles swelling: Tissues
swelling and/or lump in one or both of the testes: Tissues
seizures: Catastasis
pain, numbness, weakness or coldness in legs or arms: Catastasis
leg pain: Catastasis
sudden numbness or weakness in arms or legs: Catastasis
fluttering in chest: Heart
slow heartbeat: Heart
bradycardia: Heart
heart murmur: Heart
pale gray or blue skin color: Skin
cyanosis: Skin
asphyxia: Skin
bluishness: Skin
cyanose: Skin
gray-blue skin: Skin
clammy bluish-colored skin: Skin
ankles swelling: Skin
easily becoming short of breath during exercise or activity: Catastasis
easily tiring during exercise or activity: Catastasis
built-up fluid in the heart or lungs: Heart
bloating of the abdomen with fluid: Abdomen
bloating: Abdomen
abdominal bloating: Abdomen
abdominal distention: Abdomen
abdominal cramps and gas: Abdomen
increase in the size of abdomen: Abdomen
bloating after meals: Abdomen
pericarditis, which affects the tissue surrounding the heart: Heart
myocarditis, which affects the muscular middle layer of the walls of the heart: Heart
myocardium: Heart
endocarditis, which affects the inner membrane that separates the chambers and heart valves: Heart
anemia: Catastasis
indigestion: Stools
skin rash: Skin
itchy and blistering skin: Skin
blisters: Skin
hives: Skin
mouth sores: Oral
tooth pain: Oral
tooth ache: Oral
dental condition: Oral
bone fracture: Pains
stooped posture: Catastasis
curved spine: Catastasis
hunched: Catastasis
foul-smelling or grayish stools that may be fatty or oily: Stools
stunted growth: Catastasis
reduced growth rate in human development: Catastasis
delayed growth or sexual development in children: Catastasis
growth retardation: Catastasis
growth failure: Catastasis
delayed puberty: Catastasis
poor growth: Catastasis
changes in dental enamel: Oral
flatulence: Stools
meteorism: Stools
flatulency: Stools
tympanites: Stools
aerocolia: Stools
tympania: Stools
jaundice: Skin
clay-coloured feces: Stools
clay-colored stool: Stools
pale-colored stool: Stools
putty-colored stool: Stools
pale bowel movements: Stools
tenderness in the area of liver: Pains
recurring respiratory infections: Breathing
repeated lung infections: Breathing
barrel-shaped chest: Catastasis
milky nipple discharge: Sexual
milky white discharge from nipples unrelated to breastfeeding: Sexual
breast milk production: Sexual
galactohhrea: Sexual
spontaneous flow of milk from the breast: Sexual
excess facial hair: Skin
greasy hair: Skin
oily skin: Skin
acne: Skin
small red or purplish acne: Skin
breakouts on the shoulders and back: Skin
more frequent acne: Skin
gynecomastia: Tissues
bad breath: Breathing
cutaneous striae in the deltopectoral area: Skin
increased body hair: Skin
increased length and thickness in hair (on body parts other than the head): Skin
skin eruptions: Skin
drastic appetite shifts: Appetite
appetite changes: Appetite
extreme hunger or lessened/loss of appetite: Appetite
overeating or undereating: Appetite
disrupted sleep patterns: Catastasis
needle stick marks in the buttocks, thighs, or deltoids: Skin
increased muscle size: Muscles
testicular atrophy: Sexual
hyperactivity: Catastasis
high blood pressure: Catastasis
elevated blood pressure: Catastasis
hypertension: Catastasis
regurgitation: Abdomen
heartburn: Abdomen
pyrosis: Abdomen
brash: Abdomen
epigastric burning: Abdomen
water brash: Abdomen
sour taste in mouth: Abdomen
esophageal reflux: Abdomen
difficulty swallowing: Abdomen
painful swallowing: Abdomen
odynophagia: Abdomen
pink or purple stretch marks (striae) on the skin of the abdomen, thighs, breasts and arms: Skin
slow skin healing: Skin
slow healing of cuts; insect bites and infections: Skin
poor wound healing: Skin
sores that are not heal: Skin
palpitations: Heart
enlarged clitoris: Sexual
hallucinations: Cognitive problems
paranoia: Cognitive problems
red urine: Urination
skin swelling: Skin
decreased urine output: Urination
restless legs syndrome: Cognitive problems
painful menstruation: Pains
kidney stones: Urination
renal calculi: Urination
excessive thirst: Catastasis
fruity-scented breath: Breathing
fruity odor to the breath: Breathing
smell fruity breath: Breathing
fruity breath odor: Breathing
abdominal pain that radiates to back: Pains
abdominal pain that feels worse after eating: Pains
abdominal symptoms that occur within minutes after a meal: Pains
social withdrawal: Cognitive problems
lack of motivation or focus: Cognitive problems
absence in desire: Cognitive problems
lack of enthusiasm: Cognitive problems
deficiency in desire: Cognitive problems
inability to urinate: Urination
increased hunger: Appetite
increased appetite: Appetite
tender breasts: Pregnancy
increased urine output: Urination
excretion of an excessive amount of diluted urine: Urination
excessive urine production: Urination
cramping: Pregnancy
no signs of pregnancy: Pregnancy
loss of pregnancy symptoms: Pregnancy
frequent contractions - a tightening sensation in the abdomen: Pregnancy
constant low dull backache: Pregnancy
sensation of pelvic or lower abdominal pressure: Pregnancy
mild abdominal cramps: Pregnancy
watery vaginal discharge (water breaking): Pregnancy
change in vaginal discharge: Pregnancy
change in color: Pregnancy
odor or amount of discharge from vagina: Pregnancy
shoulder pain: Pains
an urge to have a bowel movement: Stools
shock: Catastasis
temporary loss of vision: Eyes
sudden vision loss: Eyes
partial loss of vision: Eyes
no symptoms: Catastasis
facial pain: Pains
swollen blue-colored skin under the eyes: Eyes
decreased sense of smell or taste: Catastasis
red to brownish-gray colored patches: Skin
small, raised bumps, which may leak fluid and crust over when scratched: Skin
raw, sensitive skin from scratching: Skin
burns or redness around the mouth and lips: Poison
breath that smells like chemicals, such as gasoline or paint thinner: Poison
lips or fingernails turn blue or gray: Catastasis
difficulty speaking: Catastasis
pain in the calf muscles when walking: Pains
claudication: Pains
decreased pulses in the feet: Heart
weight changes including unintended loss or gain: Catastasis
unexplained weight gain or loss: Catastasis
changes to existing moles: Skin
weak hand grip: Muscles
hand weakness: Muscles
purple or violet colored upper eyelids: Eyes
purple-red skin rash: Skin
purple skin splotches: Skin
difficulty raising arms over head: Catastasis
swollen tips of the fingers or toes: Tissues
pain in  tips of the fingers or toes: Pains
red patches of skin covered with silvery scales: Skin
small scaling spots: Skin
buttocks pain: Pains
pulsating feeling near the navel: Catastasis
cold foot: Catastasis
black or blue painful toe: Catastasis
cold fingers and toes: Catastasis
sequence of color changes in skin in response to cold or stress: Skin
numb, prickly feeling or stinging pain upon warming or relief of stress: Catastasis
claudication: Pains
legs' and feet's (arms and hands) pain affects even when you are at rest: Pains
pain that may come and go in legs and feet or arms and hands: Pains
inflammation along a vein just below the skin's surface (due to a blood clot in the vein): Tissues
painful open sores on fingers and toes: Skin
ulcers on the fingers or toes: Skin
veins protrude or bulge from under the skin and feel ropey: Skin
sores around varicose veins: Skin
skin ulcers around varicose veins: Skin
ongoing irritation, swelling, and painful rashes on the legs: Skin
legs often ache and feel heavy and itchy: Pains
burning or itching sensation in the legs: Pains
distention of surface veins: Skin
skin that feels warm to the touch: Skin
skin warmth: Skin
tight fitting rings or shoes: Skin
infections in the extremity: Skin
drainage in swollen areas: Skin
heaviness of the limb: Muscles
less flexibility: Muscles
movement issues in an arm or leg: Muscles
pain in arms, neck, jaw, shoulder or back accompanying chest pain: Heart
gradual loss of peripheral vision, usually in both eyes: Eyes
tunnel vision in the advanced stages: Eyes
sudden onset of visual disturbance, often in low light: Eyes
halos around lights: Eyes
prosthetic heart valve replacement: Heart
fewer PMS symptoms: Pregnancy
dark hair growth in man-like places, on the lips, chest, and chin: Skin
excess facial and body hair in woman: Skin
excess androgen in woman: Skin
severe adolescent acne in woman: Skin
male-pattern baldness in woman: Skin
androgenic alopecia in woman: Skin
low sperm count: Sexual
pain, lump, or swelling in the testicles: Sexual
pain or discomfort in a testicle or the scrotum: Sexual
small, firm testes: Sexual
vaginal dryness: Sexual
hot flashes: Sexual
loss of breast fullness: Sexual
increased abdominal fat: Abdomen
tingling or burning in fingertips, toes and lips: Pains
paresthesias: Pains
twitching or spasms of muscles around mouth: Muscles
patchy hair loss: Skin
thinning of eyebrows: Skin
loss of armpit or pubic hair: Skin
stress: Cognitive problems
too much exercises: Catastasis
too much physical activities: Catastasis
excessive exercise: Catastasis
rectal pain: Pains
feeling of stool urgency: Stools
urgent need bowel movements: Stools
bowel movements urgency: Stools
feeling of constantly needing to pass stools: Stools
tenesmus: Stools
intestine ulcers: Abdomen
having a sense of impending danger, panic or doom: Cognitive problems
fear of loss of control or death: Cognitive problems
feeling apprehensive: Cognitive problems
feeling of extreme fright: Cognitive problems
fright: Cognitive problems
scare: Cognitive problems
feel panic: Cognitive problems
panic: Cognitive problems
panic attack: Cognitive problems
fear: Cognitive problems
disfiguring skin sores may occur on nose, cheeks and ears: Skin
trembling: Cognitive problems
shiver: Cognitive problems
tremors: Cognitive problems
uncontrolled movements: Cognitive problems
vaginal itching: Sexual
fatty skin deposits over parts of the hands, elbows, knees, ankles, and around the cornea of the eye: Skin
xanthomas: Skin
cholesterol deposits in the eyelids: Eyes
areas of skin may get darker or lighter in color: Skin
skin that is abnormally dark or light: Skin
nodules under skin: Skin
skin thickening, stiffness, and tightness of fingers, hands, and forearm: Skin
small white lumps beneath the skin, sometimes oozing a white substance that looks like toothpaste: Skin
sores (ulcers) on the fingertips or toes: Skin
tight and mask-like skin on the face: Skin
wrist pain: Pains
fingers pain: Pains
problems controlling stools: Stools
dry mouth: Oral
mouth feels like it is full of cotton: Oral
swollen salivary glands: Oral
osteomalacia: Tissues
malacosteon: Tissues
soft bones: Tissues
softening of the bones: Tissues
rickets: Catastasis
skeletal deformities: Tissues
skeletal limb abnormalities: Tissues
bowed legs: Tissues
abnormally curved spine: Tissues
thickened wrists and ankles: Tissues
breastbone projection: Tissues
abnormal bone size or shape and other skeletal irregularities: Tissues
pain in the spine: Pains
red, flat facial rash over the bridge of nose: Skin
facial rash ("butterfly rash"): Skin
brittle hair: Skin
malaise: Catastasis
poor health: Catastasis
general sense of not feeling well: Catastasis
feel unwell: Catastasis
uneasiness: Catastasis
general malaise: Catastasis
vague feeling of illness: Catastasis
feeling sick: Catastasis
frequent complaints of illness with no apparent cause: Catastasis
gangrene skin ranging from pale to blue, purple, black, bronze or red: Skin
foul-smelling discharge leaking from a sore: Skin
frostbite: Skin
temperature regulation abnormalities: Catastasis
temperature-regulating system problems: Catastasis
dizziness on standing: Catastasis
inability to have a bowel movement: Stools
basal body temperature stays high: Pregnancy
claw-like hands: Catastasis
protrusion of the lower jaw so the lower teeth extend beyond the upper teeth: Oral
small skin outgrowths: Skin
skin tags: Skin
snoring: Breathing
sleep apnea: Breathing
frequent brief interruptions in nighttime breathing: Breathing
breathing intermittently stops during sleep: Breathing
enlarged liver, heart, kidneys, spleen and other organs: Tissues
increased sensitivity to the effects of alcohol: Pains
pain in lymph nodes after drinking alcohol: Pains
failure to release milk (in women): Sexual
protruding tongue: Catastasis
skin lesions on the back: Skin
skin lesions on upper arms: Skin
progressive loss of hearing: Catastasis
carpal tunnel syndrome: Pains
entrapment median neuropathy: Pains
fullness: Catastasis
general epigastric discomfort: Pains
pain in upper middle abdomen: Pains
left arm pain: Heart
nail weakness: Tissues
nail loss: Tissues
blood underneath the nail: Blood
fibro fog: Cognitive problems
loss of mental clarity and problems with memory: Cognitive problems
brain fog: Cognitive problems
lapses in memory; word mix-ups and difficulty concentrating: Cognitive problems
difficulty thinking clearly: Cognitive problems
cravings for carbohydrate and chocolate: Appetite
delayed reactions to physical exertion or stressful events: Cognitive problems
morning stiffness: Pains
diffuse swelling: Pains
interstitial edema: Pains
ringing ears: Ears
earaches: Ears
itchy ears: Ears
pain in ears: Ears
teeth grinding: Oral
directional disorientation: Cognitive problems
sensitivity to odors: Catastasis
sensitivity to noise: Catastasis
difficulty lifting the front part of foot and toes: Muscles
tongue cramps and twitching: Muscles
bullseye rash pattern: Skin
chest pain under the rib cage: Pains
lumps of tissue under the skin on the chest: Skin
lumps of tissue in the abdomen: Skin
electric-shock sensations that occur with certain head movements: Pains
switch between constipation and diarrhea or mostly have one or the other: Stools
diarrhea or constipation; sometimes even alternating bouts of constipation and diarrhea: Stools
mucus in the stool: Stools
gray hair: Skin
go gray (hair): Skin
loss of sensation in one or more areas of the body: Catastasis
loss of fine motor skills, such as picking up objects: Muscles
loss of muscle coordination: Muscles
bladder and prostate gland can become inflamed: Urination
thoughts of self-harm: Cognitive problems
suicide: Cognitive problems
red, painless skin spots on the palms and soles: Skin
red, painful nodes in the pads of the fingers and toes: Skin
Osler's nodes: Skin
lump in neck: Pains
ear infection: Ears
cysts in the ear: Ears
fluid that oozes from the ear: Ears
pain in throat: Pains
pain in neck: Pains
stiff neck: Pains
chalky stool: Stools
bleeding from enlarged veins (varices) in the digestive tract: Blood
variceal bleeding: Blood
abdominal tenderness: Abdomen
problems controlling urination: Urination
urine leakage: Urination
urine incontinence: Urination
loss of urination control: Urination
pain behind the eyes: Eyes
cough may bring up mucus: Breathing
coughing up yellow phlegm: Breathing
cough that produces thick spit (sputum) and mucus: Breathing
difficulty breathing when lying down: Breathing
feel air hunger or drowning: Breathing
feeling wakes from sleep and causes to sit up and try to catch breath: Breathing
paroxysmal nocturnal dyspnea: Breathing
grunting, gurgling, or wheezing sounds with breathing: Breathing
weak, rapid, and thready pulse: Heart
S3 gallop: Heart
exophthalmos: Eyes
visible pulsation of eyes: Eyes
distention of neck veins: Skin
sharp, piercing chest pain over the center or left side of your chest: Pains
intestinal blockage: Abdomen
bluish discoloration of the fingers: Catastasis
afraid of gaining weight: Cognitive problems
changed ability to feel pain, touch, pressure, or different temperatures: Catastasis
difficulty writing or reading: Cognitive problems
numbness or tingling on one side of the body: Muscles
back pain between shoulder blades: Pains
pain in right shoulder: Pains
anal itching: Stools
bright red blood on toilet tissue, stool, or in the toilet bowl: Stools
painless bleeding during bowel movements: Stools
lump near anus, which may be sensitive or painful: Stools
swelling around your anus: Stools
leakage of feces: Stools
pain during bowel movements: Pains
pain is often sudden, severe and located in the lower left side of the abdomen: Pains
pain in upper arms: Pains
stiffness in affected areas, particularly in the morning or after being inactive for a long time, such as a long car ride: Pains
scalp tenderness: Pains
scalp sensitivity: Pains
scalp pain: Pains
tenderness of the scalp: Pains
pain in the jaw when repetitively chewing: Pains
slowed movement: Catastasis
bradykinesia: Catastasis
decreased ability to perform unconscious movements: blinking, smiling or swinging arms when walking: Catastasis
paroxysms (fits) of many, rapid coughs followed by a high-pitched "whoop": Breathing
paroxysms of intense coughing lasting up to several minutes occasionally followed by a loud whoop: Breathing
painful and prolonged erection: Sexual
small size at birth: Catastasis
low birth weight: Catastasis
blisters or ulcers on genitals: Skin
sudden, sharp chest pain on the same side as the affected lung: Breathing
chest pain  doesn't worsen when breathe in and out: Breathing
pathognomonic enanthem: Tissues
wide or web-like neck: Turner Syndrome
receding or small lower jaw: Turner Syndrome
high, narrow roof of the mouth (palate): Turner Syndrome
low-set ears: Turner Syndrome
low hairline at the back of the head: Turner Syndrome
drooping eyelids: Turner Syndrome
broad chest with widely spaced nipples: Turner Syndrome
short fingers and toes: Turner Syndrome
arms that turn outward at the elbows (cubitus valgus): Turner Syndrome
fingernails turned upward: Turner Syndrome
inability to conceive a child without fertility treatment: Turner Syndrome
short stature: Catastasis
difficulty in social situations, such as problems understanding other people's emotions or reactions: Cognitive problems
redness, throbbing and burning pain in the hands and feet: Pains
impaired growth of body hair: Sexual
decrease in beard and body hair growth: Sexual
decrease in muscle mass: Muscles
impaired growth of the penis and testicles: Sexual
sudden collection of fluid in the scrotum: Sexual
infertility: Sexual
tongue biting: Tissues
drooling and froth in mouth after night sleep: Catastasis
person forgets what has happened at night sleep: Catastasis
shaking of body or particular limb in sleep: Catastasis
teeth clenching at night sleep: Catastasis
muscle spasms resulting in jerks and twitches at night sleep: Muscles
increase in daytime drowsiness: Catastasis
wake up with headache after night sleep: Catastasis
headache when getting up: Catastasis
unwanted erection lasting more than four hours: Sexual
rigid penile shaft, but usually soft tip of penis (glans): Sexual
erection not related to sexual stimulation or persistent after stimulation: Sexual
loose teeth when it would not expected or swollen gums: Oral

Final Project API Example

We found this API online and thought it had a lot of symptoms to pick from, so we decided to try and use it for now.

import requests

url = "https://endlessmedicalapi1.p.rapidapi.com/UpdateFeature"

querystring = {"name":"Amay Advani","value":"rapidapi","SessionID":"K1wQE9gDabe3J9jV"}

headers = {
	"X-RapidAPI-Key": "c1c04d301amshae9837f1f9f2f96p16c078jsn674cc5d8a3f9",
	"X-RapidAPI-Host": "endlessmedicalapi1.p.rapidapi.com"
}

response = requests.request("POST", url, headers=headers, params=querystring)

print(response.text)
{"status":"error","error":"Terms Of Use has to be accepted."}
import requests

url = "https://endlessmedicalapi1.p.rapidapi.com/GetOutcomes"

headers = {
	"X-RapidAPI-Key": "c1c04d301amshae9837f1f9f2f96p16c078jsn674cc5d8a3f9",
	"X-RapidAPI-Host": "endlessmedicalapi1.p.rapidapi.com"
}

response = requests.request("GET", url, headers=headers)

print(response.text)
{"status":"ok","data":["DM2","ANEMIAA","Thrombocytopenia","GcCervicitis","ProstatisA","GcUA","Covid19Test","CUA","Covid19Contact","CAPPNA","Covid19URTI","Covid19PNA","CommonCold","PancreatitisETOH","PancreatitisA","ClusterHeadache","UncontrolledHTN","DiabetesKACA","FusobacteriumNecrophorumPharyngitisComplicatedWithLemierreSyndrome","PrimaryArterialHypertension","PrimaryArterialHypertensionByHx","PancreatitisHyperTGL","PancreatitisGAP","PancreatitisHIV","HypertensiveEmergencyA","PancreatitisPancreaticCa","HeadacheAfterNitrates","HeadacheDueToHTN","HypertensiveUrgencyA","HeadacheDueToCaffeineWithdrawal","PancreatitisDueToMeds","PancreatitisHyperCalcemia","TensionHeadache","PancreatitisOddis","PancreatitisERCP","GastrittisBleedingA","MigraineHeadache","FusobacteriumNecrophorumPharyngitis","Leukopenia","BRONCHITISA","FluA","AorticDissectionThoracic","PeritionitisA","VaricealBleedingA","PTXA","ChronsA","TracheobronchitisA","PericarditisA","ViralPharyngitis","AllergicRhinitisToPollen","AllergicRhinitisToDustMites","StrepThroatA","LVFA","GERDA","EsophagealSpasmA","GERDAWEsophagitisWOBleed","SinusitisC","RVFA","PleuralEffusionA","FissureA","SinusitisA","GERDAWEsophagitisWBleed","LaryngitisA","RespiratoryAcidosis","ANEMIAAFromAcuteBloodLoss","ObesityHypeventA","PE","GastroenteritisViralA","AppendicitisA","PUDPerfA","SepsticShockA","Shock","ShockLiver","HypertensiveNephropathy","AnaphylacticShock","HCAP","SVT","DVT","COPDA","ACEinhibitorRelatedCough","AsthmaA","BowelObstructionA","AsthmaARFA","PulmTBA","NonTBMycobacteriaeA","LungAbscessA","EmpyemaA","OtitisMediaA","OtitisExternaA","AcuteEyeEmergencyA","AnxietyA","AorticStenosisA","AorticRegurgitationA","MitralRegurgitationA","PulmonaryRegurgitationA","ThyroidGoiterA","MIA","DiabetesHONKA","ACSA","VSDA","CostochondritisAMSKChestPain","SpinalfacetjointsCPA","TSpineCPA","SpinalDiscopathyCPA","PleuritisA","AtelectasisA","LobarObstructionA","HealthyA","HealthyAllA","OvarianTorsionA","MissedAA","DeathA","TesticularTorsionA","HemorrhoidsA","PUDBleed","GastroenteritisBacterialA","PortalVeinThrombosisA","BuddChiariA","DM1","HyperTGL","PancreaticCaA","CholecystitisA","GoutFlair","ToeTraumaPain","GoutFlairFromDiuretics","GerdA","BIA","CDCA","SepsisA","SuicidialOverdoseA","BeerA","HypoNaA","HypoNaSIADHA","HyperKA","HyperCaA","HyperParaCaA","MeningitisA","EncephalitisA","HypercapnicA","SSA","OpiatesA","TCAA","StarvationKA","Starvation","MetabolicGapAcidosis","MetabolicNonGapAcidosis","LacticAcidosis","HypoA","HypoThyroA","HyperthyroidCrisisA","GastroparesisA","ARFA","UTIA","PIDA","EPA","NeutropA","NeutroponicFeverA","MSPregnancyA","OtherDxA","BacterialEndocarditisA","TVBacterialEndocarditisA","MetastaticAbscessesA","PleurisyA","HPTXA","HTXA","SciaticaA","MechanicalLBPA","CystitisUTIA","PyelonephritisUTIA","SuicideA","AcetaminophenOverdoseA","EthyleneGlycolOverdoseA","CNeoMeningitisA","FungoMeningitisA","HSVEncephalitisA","BrainCaA","ICH","ContusionA","SpineCaA","SAHA","IschemicCVADisease","LEMSA","MyastheniaA","BenzosA","StomachCa","MechanicalSmallBowelObstructionA","AdynamicSmallBowelObstructionA","LargeBowelObstructionA","SmallBowelObstruction","MesentericIschemiaA","MesentericIschemiaC","EmbolicLowerLimbIschemiaA","Atheroscleroticlowerextremitiesischemia","IschCoitisA","AcuteDiverticulitisA","AcuteappendicitisA","ChlamydialUA","ChlamydialCervicitis","Urethritis","BacterialvagA","CandidalvagA","TrichomonasvagA","AtrophicVaginitis","URetenA","OrchitisA","MENPA","Menstruation","FUO","PulmonaryEdema","Choledocholithiasis","AnticholinergicsOverdose","EthanolOverdose","HypoxicRespiratoryfailure","HypercapnicRespiratoryfailure","PulmonaryArteryPressingOnLMCAAngina","PulmonaryArteryAneurysm","AnginaCausedByLowCardiacOutput","LowCardiacOutputSyndrome","AnginaAS","DemandMyocardialIschaemia","Graves","Painlessthyroiditis","NSTEMI","Myocarditis","STEMI","Delirium","Gastritis","AcutUpperGIBleed","AcuteLowerGIBleed","HemorrhaficShock","Anaphylaxis","Hydronephrosis","HemolyticAnemia","PCaC","CUC","SecondaryArterialHypertensionObesity","CoronaryArteryDiseaseCAD","UnstableAngina","SecondaryArterialHypertensionCKD","PancreatitisC","SecondaryArterialHypertension","Ureterolithiasis","SecondaryArterialHypertensionSecondaryRASAtherosclerotic","SecondaryArterialHypertensionHyperaldo","CKD","!CKD","BRCA12Carier","HxOfPE","HxOfDVT","HxOfCHF","HxOfCAD","HxOfAfibAflut","HxOfCVA","Transaminitis","SecondaryArterialHypertensionOSA","DM1ByHx","DiabeticNephropathy","AtopicDermatitis","OSA","PCDiabetesC","PUDA","HPylor","DM2ByHx","SecondaryArterialHypertensionSecondaryRASFibromuscularDysplasia","MNKD","PastHxOfPregnancy","PastHxOfSpontaneousAbortion","STATA","DMKD","PulmonaryHypertensionC","COPDC","AsthmaC","CSSC","LVFC","HypertrophicCardiomyopathyC","DilatedCardiomyopathyC","TricuspidRegurgitationC","InsulinomaC","ASDC","VSDC","PDAC","MitralRegurgitationC","MitralStenosisC","RVFC","NonConstrictivePericarditisC","ConstrictivePericarditisC","Hyperaldosteronism","BrainNeoC","MSC","ANEMIAC","ObesityC","NormalWeightC","OverweightC","ExtremeObesityC","BRONCHITISC","ILDC","LCC","PFC","ThyroidGoiterC","NonTBMycobacteriaeC","HealthyC","CCC","EndomC","OvarianC","CervicalC","EAC","IDAC","ID","CKDAnemia","B12DAC","B12D","FolateDAC","FolateD","PernDAC","IntenParasC","HepA","HepCA","HepBC","HIVC","SyphilisC","HemorrhoidsC","IschCoitisC","EndometriosisC","DepressC","HypogonadismC","KCC","BladderCC","StressIC","MixedIC","UrgencyIC","OverflowIC","UreterCC","GDS","AntiGBM","ASpondC","SSC","MetasSpineC","VascKD","IgAKD","FGKD","PSKD","MCKD","FSGSKD","MPKD","KC","ATN","AIN","CSDC","ADC","PregnancyC","BladderTumorC","BPHC","TesticC","VaricoceleC","EpididymitisC","EpiSperC","GallStonesC","IBSC","AscariasisC","EnterobiasisC","GiardiasisC","ChronsC","HealthyAllC","HypoThyroC","HyperThyroC","PheoC","CarcinoidC","MetSynC","PDA","ChronicAspiration","Nephrolithiasis","BreastCancer","ThromboembolicPulmonaryHypertensionCTEPH","PulmonaryHTNSecondaryToLHD","Hypercholesterolemia","BladderOutletObstructionMale","BladderOutletObstructionFeMale","NephroticSyndrome","NephriticSyndrome","MembranousNephropathy","PrimaryMembranousNephropathy","SecondaryMembranousNephropathy","AnemiaInMale","AnemiaInFemale","StateOfHealth"]}

Hacks

Find and use an API as part of your project. An API and a little coding logic will be a big step toward getting meaningful data for a project. There are many API providers, find one that might work for your project to complete this hack. When picking an API you are looking for something that will work with either JavaScript Fetch or Python Request. Here are some samples, these are not qualified in any way.

Show API and format results in either Web Page or Jupyter Notebook. Ultimately, I will expect that we do APIs in backend (Python/Flask). However, for this Hack you can pick your preference. We will discuss pros and cons in next API tech talk.