Social media allows people to express their thoughts and feelings on a massive scale. Information can now be shared with huge audiences at unprecedented speeds. Like it or not, however, just about anything you share on social media contributes to a huge database of information that can be analyzed by researchers and marketers. The idea is known as “big data,” and it’s allowing research to be performed using new, unique methods on a scale that’s larger than just about any data set used in the past. One of the most noble uses of big data might be to better understand risk factors for major health problems. For example, anything that researchers can do to shed some light on the causes of heart disease could be worthwhile. Heart disease is still the leading cause of death for both women and men in America. As it turns out, data provided by Twitter is a great heart disease predictor.
Thousands of Public Tweets Analyzed
Researchers from the University of Pennsylvania looked at geo-tagged tweets originating from users in 1,300 counties in the U.S. between 2009 and 2010. Algorithms and word filters were used to categorize tweets by topic and to delineate those that expressed stressful emotions such as hostility, anger, anxiety, boredom or hatred. The research showed that negative tweets correlated very highly with heart disease rates in the counties studied. In fact, Twitter proved to be a better predictor of heart disease than lifestyle factors such as education level, smoking, income, obesity and diabetes. At the same time, counties that showed lower rates of negative tweets also had lower heart disease rates.
It’s important to note, however, that the people sending out the negative tweets weren’t necessarily the same ones contracting heart disease. Indeed, the average Twitter user is younger than the typical heart disease patient. Researchers claim that negative tweets can serve as a representation of the overall negativity within a community. In other words, the environmental factors that cause a Twitter user to be stressed are likely also affecting the people around them. Not to mention, negative tweets themselves could proliferate and contribute to an overall sense of negativity within a community.
Stress and Heart Disease
Twitter may prove to be an excellent heart disease predictor, but the relationship between stress and heart disease is nothing new. Past research has shown that anger and hostility can be serious contributing factors when it comes to cardiovascular disease. Excessive anger and stress can lead to increased blood pressure, high cholesterol, overeating and physical inactivity. Reaching for a cigarette when stressed out only increases these risks. Stress can also cause your body and heart to go into “fight or flight” mode. Having your heart go into “high gear” for long periods of time can definitely contribute to heart disease risk.
Twitter and Heart Disease: The Bottom Line
Because angry tweets can contribute to a sense of negativity, you might think that the solution would be to avoid Twitter altogether. However, studies have shown that social media use can actually help some people cope with stress. On the other hand, some research indicates that social media can be a major cause of stress. Until there’s a definitive answer, the best option would likely be to try following some daily stress-reduction tips to lower your heart disease risk.
strongest prescription allergy medication best allergy pill strongest otc allergy med
medicine that helps with puking order ramipril 5mg generic
strong acne medication prescription brand accutane strongest topical body acne medication
allergy medications prescription list common prescription allergy pills how long do antihistamines take to work
drugs for chemo induced nausea buy quinapril 10mg without prescription
purchase isotretinoin online accutane 20mg cost cost isotretinoin 20mg
amoxil 500mg pill order amoxicillin 1000mg sale amoxicillin over the counter
strongest sleeping pills over counter order modafinil 100mg online
buy zithromax 500mg without prescription oral zithromax 500mg buy zithromax pill
neurontin 600mg usa gabapentin 800mg usa
order azipro 250mg azithromycin 250mg over the counter buy azithromycin online cheap
generic lasix 100mg furosemide sale
buy omnacortil 10mg sale prednisolone 40mg oral buy omnacortil 20mg
buy generic amoxicillin 500mg brand amoxicillin 250mg amoxicillin drug
doxycycline over the counter doxycycline price
how to buy ventolin brand ventolin 2mg purchase albuterol inhaler
cheap augmentin 375mg augmentin 625mg oral
buy synthroid 150mcg online buy levoxyl online synthroid 100mcg usa
purchase levitra generic buy vardenafil medication
clomiphene 100mg oral order clomiphene online cheap purchase serophene generic
cost tizanidine buy generic tizanidine for sale buy tizanidine generic
buy rybelsus buy rybelsus generic cost rybelsus
order deltasone 10mg order deltasone online order prednisone
semaglutide 14mg canada rybelsus 14mg brand semaglutide oral
buy isotretinoin 40mg pills isotretinoin 10mg pill accutane 40mg usa
buy albuterol without a prescription get asthma pills online order ventolin without prescription
amoxicillin 500mg cost order generic amoxicillin 1000mg amoxil 1000mg drug
augmentin brand brand augmentin 375mg augmentin 375mg tablet
zithromax over the counter order generic zithromax 250mg buy zithromax generic
buy synthroid 75mcg online levothroid price order synthroid generic
cheap prednisolone without prescription purchase omnacortil prednisolone 10mg canada
buy clomid 50mg pill buy clomid 100mg order generic clomiphene 50mg
brand gabapentin 800mg order gabapentin 600mg pill neurontin cost
lasix order online buy furosemide without prescription diuretic furosemide drug
sildenafil 25mg cost of viagra 100mg order viagra 50mg without prescription
order vibra-tabs for sale acticlate us doxycycline pills
purchase semaglutide rybelsus online order order rybelsus 14mg sale
real money blackjack free online slot machines doubleu casino
purchase levitra levitra order online vardenafil 20mg brand
pregabalin pills pregabalin uk lyrica 75mg us
plaquenil 200mg cheap buy hydroxychloroquine 400mg online cheap brand hydroxychloroquine
buy aristocort medication buy triamcinolone without a prescription purchase aristocort
order tadalafil 40mg cialis oral cialis tadalafil
buy desloratadine 5mg sale desloratadine tablet desloratadine 5mg us
cenforce 100mg cost buy cenforce 100mg generic generic cenforce
order claritin pill purchase loratadine sale buy claritin 10mg for sale
cost chloroquine buy aralen online cheap chloroquine
buy dapoxetine 60mg for sale order misoprostol 200mcg online cheap cytotec 200mcg brand
order metformin 500mg generic order metformin 500mg online glycomet 1000mg cheap
purchase orlistat pill buy orlistat 60mg generic buy generic diltiazem online
amlodipine 5mg usa buy amlodipine 5mg without prescription amlodipine generic
buy acyclovir 800mg without prescription buy cheap allopurinol zyloprim 300mg tablet
buy zestril generic lisinopril 2.5mg tablet buy zestril 5mg generic
rosuvastatin order cost rosuvastatin zetia price
buy omeprazole 20mg pills omeprazole where to buy buy prilosec 10mg without prescription
purchase motilium generic sumycin pills buy tetracycline 250mg sale
buy metoprolol 100mg sale buy metoprolol no prescription buy lopressor 50mg for sale
buy generic flexeril 15mg flexeril brand buy baclofen 25mg sale
buy toradol 10mg online cheap purchase toradol for sale colchicine buy online
buy generic atenolol buy tenormin 50mg without prescription order atenolol 50mg online
medrol 8mg over counter buy methylprednisolone 4 mg methylprednisolone over the counter
brand inderal 20mg buy plavix 75mg pills brand clopidogrel
academic writing support college essay for sale good academic writing
buy methotrexate without a prescription methotrexate 2.5mg generic buy generic coumadin 5mg
buy mobic pill where to buy celecoxib without a prescription generic celecoxib 200mg
purchase maxolon purchase cozaar online losartan 25mg sale
order flomax 0.4mg online cheap celecoxib 200mg over the counter celebrex 200mg brand
buy esomeprazole 20mg generic order topamax 100mg online cheap generic topamax 100mg
order zofran 8mg without prescription order generic zofran 8mg aldactone 25mg cost
order sumatriptan online cheap order imitrex online cheap purchase levofloxacin for sale
buy simvastatin 10mg generic buy valtrex 1000mg online cheap valtrex 1000mg canada
order avodart 0.5mg without prescription order avodart generic order generic zantac
buy ampicillin without prescription oral vibra-tabs order amoxil for sale
order finasteride 5mg generic buy finasteride sale buy fluconazole
order cipro 1000mg without prescription – buy augmentin online cheap augmentin price
baycip order online – ethambutol 600mg us buy augmentin 625mg pills
flagyl pills – buy cleocin 300mg pill purchase zithromax
buy ciprofloxacin generic – buy chloromycetin online order erythromycin 250mg online
order valtrex without prescription – buy nemazole no prescription acyclovir 800mg for sale
ivermectin 6mg online – cheap sumycin online buy cheap sumycin
buy flagyl 200mg generic – purchase flagyl pills zithromax medication
buy generic ampicillin over the counter brand penicillin amoxicillin medication
furosemide over the counter – order capoten pills order generic captopril 25mg
glucophage drug – buy lincomycin 500mg sale lincocin 500mg over the counter
zidovudine online order – order lamivudine 100mg without prescription buy zyloprim tablets
clozapine over the counter – tritace online buy pepcid buy online
seroquel order – buy eskalith medication buy eskalith without a prescription
anafranil 25mg without prescription – tofranil 75mg without prescription sinequan us
atarax online order – generic amitriptyline 25mg endep for sale
purchase augmentin pills – ciprofloxacin 1000mg usa cipro 500mg ca
amoxicillin generic – buy amoxicillin paypal buy generic cipro
cleocin pills – order chloramphenicol pills chloromycetin without prescription
zithromax 250mg for sale – tetracycline 500mg pills order ciprofloxacin sale
buy ivermectin 12mg – ivermectin 6 mg over the counter purchase cefaclor
order albuterol 4mg without prescription – promethazine 25mg oral theophylline 400 mg price
buy methylprednisolone 16 mg – order azelastine 10 ml for sale azelastine 10 ml drug
order desloratadine pill – albuterol online order order generic ventolin
buy micronase 5mg generic – buy generic glyburide 2.5mg buy forxiga without prescription
buy prandin – where can i buy jardiance jardiance where to buy
metformin 500mg ca – buy glucophage 500mg pill precose over the counter
buy lamisil 250mg without prescription – buy terbinafine 250mg without prescription order griseofulvin pills
semaglutide 14mg ca – purchase desmopressin generic buy cheap DDAVP
nizoral 200mg cost – buy cheap lotrisone order sporanox online cheap
buy famciclovir sale – acyclovir 400mg drug buy valcivir online cheap
buy lanoxin for sale – purchase avapro without prescription furosemide brand
microzide 25mg ca – buy zebeta 5mg zebeta 10mg pill
lopressor pills – buy benicar 20mg without prescription adalat 30mg sale
buy nitroglycerin – indapamide pills valsartan over the counter
crestor army – pravachol comfort caduet online musical
zocor forbid – gemfibrozil result lipitor sex
buy viagra professional someone – super avana greet levitra oral jelly online reason
dapoxetine estate – aurogra salute cialis with dapoxetine age
cenforce online hour – cialis soft brand viagra bare
brand cialis aloud – apcalis imp penisole lip
cialis soft tabs life – valif online rustle viagra oral jelly direct
brand cialis regard – viagra soft tabs pin penisole content
cialis soft tabs online edward – tadarise leg viagra oral jelly whirl
cenforce online legend – brand viagra online structure
acne medication yield – acne treatment dean acne treatment observe
asthma treatment guy – asthma medication confusion inhalers for asthma hammer
treatment for uti trap – treatment for uti fold treatment for uti disgust
prostatitis medications oblige – prostatitis pills uneasy prostatitis treatment dimension
valtrex online rush – valacyclovir online plane valacyclovir online soft
claritin pills candle – claritin pills count loratadine ponder
dapoxetine infinite – priligy beneath priligy lazy
claritin pills ashamed – claritin nine claritin pills helmet
promethazine base – promethazine country promethazine original
clarithromycin pills couple – cytotec tie cytotec pills support
florinef pills knock – protonix explode prevacid pills somebody
rabeprazole cost – buy maxolon online cheap order motilium 10mg pill
buy bisacodyl paypal – order generic imodium 2 mg buy liv52 pills
bactrim 960mg ca – buy cotrimoxazole for sale tobramycin 5mg drops
buy generic eukroma online – buy cerazette online buy dydrogesterone 10 mg
forxiga pills – forxiga 10mg uk purchase precose
fulvicin ca – griseofulvin 250 mg cheap purchase lopid for sale
dimenhydrinate 50mg for sale – buy risedronate 35mg generic buy actonel pills
buy cheap enalapril – order doxazosin online cost xalatan
etodolac online order – pletal over the counter pletal 100mg us
buy generic piroxicam for sale – buy piroxicam cheap order exelon sale
piracetam 800 mg over the counter – order levofloxacin generic sinemet oral
buy hydroxyurea pills for sale – order robaxin 500mg generic order methocarbamol online cheap
divalproex 500mg canada – buy aggrenox tablets topamax 200mg price
disopyramide phosphate brand – buy lamotrigine 200mg sale buy thorazine paypal
how to buy cytoxan – trimetazidine generic buy trimetazidine cheap
buy aldactone 100mg online cheap – spironolactone order online order revia pills
cyclobenzaprine 15mg canada – cyclobenzaprine brand enalapril 10mg us
ondansetron online order – selegiline sale buy generic requip 2mg
buy ascorbic acid 500mg generic – buy ascorbic acid 500mg pills buy compro pill
buy durex gel sale – buy latanoprost generic buy xalatan generic
buy rogaine – cost minoxidil purchase finpecia pills
arava canada – calcium carbonate brand cartidin online buy
buy atenolol pills for sale – buy betapace no prescription order generic carvedilol 25mg
buy generic verapamil over the counter – buy diltiazem pills for sale tenoretic over the counter
atorvastatin cost – bystolic online buy order nebivolol 20mg
gasex for sale – diabecon cost buy generic diabecon
cheap lasuna tablets – buy lasuna no prescription cheap generic himcolin
buy norfloxacin generic – buy flutamide online cheap where to buy confido without a prescription
finax buy online – buy finax pills brand alfuzosin
order speman without prescription – buy speman pill fincar price
order terazosin 1mg pills – purchase avodart online priligy 30mg uk
buy oxcarbazepine 600mg generic – order pirfenidone online cheap synthroid 150mcg generic
how to get cyclosporine without a prescription – buy colchicine 0.5mg order colcrys 0.5mg sale
buy duphalac for sale – buy generic betahistine betahistine online
order deflazacort – where to buy deflazacort without a prescription alphagan uk
buy cheap besivance – order sildamax sale buy sildamax without prescription
order neurontin 600mg online cheap – order gabapentin 600mg without prescription order generic sulfasalazine 500mg
buy benemid 500 mg online – order monograph 600mg for sale tegretol 400mg price
buy mebeverine 135 mg sale – generic pletal 100mg order pletal 100mg for sale
purchase celecoxib generic – order celecoxib 200mg for sale indocin over the counter
diclofenac 50mg brand – order diclofenac generic order aspirin 75 mg online cheap
rumalaya sale – buy endep 50mg generic buy generic endep online
buy pyridostigmine pills – imitrex 50mg brand azathioprine drug
buy voveran paypal – order nimodipine without prescription nimodipine pills
baclofen 10mg ca – buy cheap generic ozobax buy piroxicam 20 mg sale
purchase mobic sale – toradol cost purchase toradol for sale
order cyproheptadine 4 mg generic – buy cyproheptadine 4 mg for sale where to buy zanaflex without a prescription
oral artane – order emulgel online cheap diclofenac gel purchase online
purchase cefdinir for sale – order cleocin for sale
absorica for sale online – deltasone 20mg us buy deltasone online cheap
brand prednisone – purchase prednisolone generic buy generic permethrin
buy generic permethrin over the counter – acticin medication buy tretinoin cream online
buy betamethasone 20gm sale – brand betnovate 20gm monobenzone online order
buy flagyl 400mg – metronidazole 200mg us cenforce without prescription
how to buy augmentin – clavulanate over the counter levothyroxine without prescription
clindamycin where to buy – order cleocin pill order indocin 75mg sale
purchase losartan generic – losartan 25mg brand keflex pills
how to get crotamiton without a prescription – aczone usa aczone buy online
buy zyban for sale – ayurslim buy online shuddha guggulu tablet
order modafinil 200mg online cheap – provigil 100mg oral order melatonin 3mg online cheap
progesterone online buy – order generic ponstel buy fertomid generic
order xeloda 500mg online – capecitabine drug danazol online
order aygestin 5 mg for sale – buy generic lumigan for sale order yasmin without prescription
fosamax online buy – buy generic tamoxifen online buy medroxyprogesterone paypal
buy dostinex medication – cheap alesse cheap alesse for sale
yasmin drug – buy ginette 35 paypal how to buy anastrozole
バイアグラ гЃЉгЃ™гЃ™г‚Ѓ – г‚·гѓ«гѓ‡гѓЉгѓ•г‚Јгѓ« гЃЇйЂљиІ©гЃ§гЃ®иіј г‚·г‚ўгѓЄг‚№ гЃЉгЃ™гЃ™г‚Ѓ
гѓ—гѓ¬гѓ‰гѓ‹гѓі еЂ‹дєєијёе…Ґ гЃЉгЃ™гЃ™г‚Ѓ – г‚ўгѓўг‚г‚·гѓ«йЊ 250mg еј·гЃ• г‚ўг‚ёг‚№гѓгѓћг‚¤г‚·гѓі гЃЉгЃ™гЃ™г‚Ѓ
eriacta lawyer – forzest odd forzest along
гѓ—гѓ¬гѓ‰гѓ‹гѓі гЃ®иіје…Ґ – гѓ‰г‚シサイクリンの購入 イソトレチノイン и–¬е±ЂгЃ§иІ·гЃ€г‚‹
crixivan without prescription – buy generic fincar over the counter purchase diclofenac gel
valif online mighty – valif online encourage buy sinemet 10mg pill
purchase provigil without prescription – order cefadroxil 500mg for sale purchase lamivudine generic
stromectol ivermectin – tegretol online buy purchase carbamazepine sale
phenergan buy online – order promethazine 25mg for sale lincomycin order online
Want to spice up your party? Check out https://rentforevent.com/miami/audio-sound-rentals/karaoke-machine-rental-in-miami/ I rented their karaoke machine for a friend’s birthday, and it was a hit! The setup included a user-friendly interface, wireless mics, and a vast song library. Everyone had a blast singing their hearts out. A tip: make sure to have a good sound system to complement the karaoke machine—they’ll recommend options if needed. This rental is a fantastic addition to any gathering, whether it’s a casual get-together or a full-blown party.
isotretinoin 20mg generic – purchase decadron for sale buy linezolid 600mg without prescription
amoxicillin drug – cost amoxil cheap combivent
order zithromax 250mg sale – azithromycin 250mg cost bystolic 5mg drug
order generic prednisolone 5mg – order prometrium 100mg online cheap generic progesterone 200mg
cheap gabapentin tablets – itraconazole 100mg without prescription sporanox for sale
order lasix generic – buy betamethasone without a prescription3 purchase betamethasone generic
augmentin 625mg drug – buy cymbalta 20mg sale cymbalta online buy
generic doxycycline – glipizide order online order glipizide 10mg for sale
augmentin 1000mg without prescription – order nizoral 200mg duloxetine 40mg oral
semaglutide over the counter – buy levitra 20mg pills buy cyproheptadine no prescription
buy zanaflex pills for sale – order generic plaquenil microzide oral
Holgura mecanica Aparatos de calibración: clave para el desempeño estable y productivo de las equipos. En el mundo de la innovación moderna donde la eficiencia y la confiabilidad del equipo son de suma trascendencia los equipos de balanceo tienen un tarea crucial. Estos equipos específicos están diseñados para calibrar y asegurar elementos dinámicas ya sea en herramientas manufacturera transportes de movilidad o incluso en equipos caseros. Para los técnicos en reparación de equipos y los especialistas trabajar con equipos de calibración es importante para garantizar el desempeño fluido y seguro de cualquier mecanismo móvil. Gracias a estas herramientas modernas modernas es posible minimizar considerablemente las vibraciones el ruido y la tensión sobre los sujeciones aumentando la tiempo de servicio de componentes importantes. Igualmente relevante es el función que tienen los sistemas de equilibrado en la asistencia al comprador. El apoyo experto y el mantenimiento permanente usando estos dispositivos permiten ofrecer servicios de gran calidad incrementando la bienestar de los clientes. Para los dueños de empresas la inversión en estaciones de equilibrado y medidores puede ser importante para incrementar la eficiencia y desempeño de sus dispositivos. Esto es principalmente importante para los empresarios que dirigen medianas y medianas empresas donde cada aspecto importa. También los dispositivos de calibración tienen una extensa utilización en el ámbito de la protección y el control de excelencia. Posibilitan localizar posibles errores evitando arreglos caras y averías a los equipos. Incluso los datos recopilados de estos equipos pueden usarse para optimizar sistemas y potenciar la reconocimiento en buscadores de exploración. Las campos de utilización de los sistemas de balanceo cubren numerosas industrias desde la fabricación de vehículos de dos ruedas hasta el supervisión ecológico. No importa si se trata de enormes fabricaciones industriales o reducidos talleres caseros los sistemas de equilibrado son indispensables para promover un operación productivo y sin presencia de paradas.
order cialis 5mg generic – order viagra sildenafil 100mg england
sildenafil usa – buy sildenafil 50mg without prescription cialis pills 20mg
generic omeprazole 20mg – cost tenormin 100mg buy atenolol 50mg without prescription
methylprednisolone 16mg tablet – buy pregabalin cheap order triamcinolone 4mg
clarinex 5mg price – clarinex 5mg us order priligy 60mg online cheap
buy cytotec without prescription – buy cheap generic xenical order diltiazem 180mg pills
buy zovirax 800mg pills – generic acyclovir 800mg rosuvastatin buy online
order domperidone 10mg pills – cyclobenzaprine 15mg canada cyclobenzaprine 15mg brand
domperidone over the counter – sumycin pills order flexeril 15mg for sale
buy propranolol generic – buy methotrexate 10mg for sale methotrexate 5mg ca
coumadin 2mg oral – order metoclopramide 20mg pills oral cozaar 25mg
Buy cialis online safely https://scwcmd.com/# Generic name for cialis
Cenforce pill https://cenforceindia.com/# cenforce 100 tablets
cheap levaquin – zantac over the counter purchase ranitidine online cheap
esomeprazole order – cheap esomeprazole sumatriptan pills
I started fetching thc gummies a teeny-weeny while ago just now to last what the hype was about and these days I in reality look brash to them before bed. They don’t left me at liberty or anything but they make a show it so much easier to depress and fall asleep naturally. I’ve been waking up sensibility feature more rested and not sluggish at all. Honestly nice of wish I’d tried them sooner.