Caregiving, Twitter, 10/14/2019 1:44:32 PM, 212934


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Caregiving_2019-10-14_05-41-15.xlsx
Caregiving_2019-10-14_05-41-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 14, 2019
Short Description:
Caregiving via NodeXL http://bit.ly/35xr7cP
@lead_coalition
@caregiving
@mindingourelder
@alzheimers_nih
@drbarryjjacobs
@aarp
@weissjsw819
@thehomept
@caregiveraction
@janis_cottee

Top hashtags:
#caregiving
#dementia
#alzheimers
#caregiver
#seniorcare
#aging

Description:
Description
The graph represents a network of 4,094 Twitter users whose recent tweets contained "Caregiving", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 14 October 2019 at 13:07 UTC.

The tweets in the network were tweeted over the 9-day, 9-hour, 1-minute period from Saturday, 05 October 2019 at 03:38 UTC to Monday, 14 October 2019 at 12:40 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[195] http://Afterlifeblog.com
[195] https://www.amazon.com/Afterlife-Die-Amazing-Possibilities-Await-ebook/dp/B016QFJL0W/ref=sr_1_1?s=books&ie=UTF8&qid=1445023565&sr=1-1&keywords=John+S.+Weiss
[36] https://homecareassistance.com/why-us/the-balanced-care-method
[35] https://homecareassistance.com/coping-through-the-holidays
[34] https://www.channelnewsasia.com/news/commentary/caregiving-grant-burden-elderly-single-unmarried-daughters-11943652
[34] https://www.caregiverstress.com/illnesses-conditions/anxiety-the-real-reason-mom-wont-leave-the-house
[33] https://www.cdc.gov/violenceprevention/elderabuse/definitions.html?s_cid=fb_vv773
[30] https://www.todayonline.com/singapore/new-towns-industries-are-being-built-now-what-spore-needs-are-new-people-pm-lee
[26] https://www.mindingoureldersblogs.com/2019/10/staying-positive-while-caregiving-under-frustrating-circumstances.html
[24] https://alzimpact.org/blog/post/id/154

Top URLs in Tweet in G1:
[36] https://homecareassistance.com/why-us/the-balanced-care-method
[35] https://homecareassistance.com/coping-through-the-holidays
[22] https://www.caregiverstress.com/illnesses-conditions/anxiety-the-real-reason-mom-wont-leave-the-house
[19] https://ultimatehealthpodcast.com/haemin-sunim-love-for-imperfect-things/
[8] https://www.aarp.org/caregiving/basics/info-2019/acceptance-of-loved-one-condition.html
[7] https://dailycaring.com/hospice-myths-5-common-misunderstandings/
[7] https://dailycaring.com/getting-a-flu-shot-for-seniors-5-essential-tips/
[6] https://dailycaring.com/dementia-communication-techniques-calm-positive-body-language/
[6] https://www.medicalnewstoday.com/articles/326411.php
[6] https://www.medicalnewstoday.com/articles/326374.php

Top URLs in Tweet in G2:
[23] https://www.mindingoureldersblogs.com/2019/10/staying-positive-while-caregiving-under-frustrating-circumstances.html
[23] https://alzimpact.org/blog/post/id/154
[18] https://www.caregiving.com/ncc19/
[15] https://www.mindingoureldersblogs.com/2019/10/loss-of-spouse-can-send-older-adult-into-decline.html
[11] https://alzauthors.com/
[11] https://www.cdc.gov/violenceprevention/elderabuse/definitions.html?s_cid=fb_vv773
[10] https://www.nytimes.com/2018/09/04/well/live/strategies-for-long-distance-caregiving.html
[9] https://www.caregiverstress.com/illnesses-conditions/anxiety-the-real-reason-mom-wont-leave-the-house
[8] https://www.aarp.org/caregiving/basics/info-2017/independent-assisted-living-caregivers.html
[8] https://mailchi.mp/commonsensecaregiving/check-2690633

Top URLs in Tweet in G3:
[21] https://www.cdc.gov/violenceprevention/elderabuse/definitions.html?s_cid=fb_vv773
[18] https://www.youtube.com/watch?v=UZnwvJloD9E&feature=youtu.be

[16] http://myalzheimersstory.com/2017/09/21/do-you-know-your-alzheimers-alphabet/
[14] https://caregiveraction.org/resources/10-tips-family-caregivers
[14] https://onlinelibrary.wiley.com/doi/10.1111/jgs.15895?cookieSet=1
[13] https://www.losingmom.com/661/only-caregivers-understand/
[12] https://www.aarp.org/caregiving/basics/info-2019/family-caregivers-shopping-study.html
[11] https://blogs.timesofisrael.com/the-guilt-that-never-goes-away/
[7] https://www.verywellhealth.com/leaving-dementia-patient-97636
[7] https://www.healthline.com/health-news/what-its-like-to-see-a-parent-struggle-with-alzheimers

Top URLs in Tweet in G4:
[8] https://www.aarp.org/caregiving/financial-legal/info-2018/long-term-care-insurance-fd.html
[5] https://states.aarp.org/kentucky/drug-prices-caregiving-key-voter-issues
[4] https://www.aarp.org/caregiving/home-care/info-2017/adult-day-care.html?cmp=SNO-ICM-TW-CRG-CG&socialid=2719409229
[3] https://watercrestseniorliving.com/naples/
[2] https://www.homewatchcaregivers.com/care-community-blog/2019/september/the-security-of-background-checks/
[2] https://www.aarp.org/caregiving/financial-legal/info-2019/out-of-pocket-costs.html?cmp=SNO-ICM-TW-AO-CG&socialid=2705935332
[2] https://hiddenheroes.org/story/aimmie-jenkins/?utm_source=twitter&utm_medium=o
[2] http://www.washingtonpost.com/health/caregiving-for-a-sick-loved-one-can-be-stressful-harrowing-depressing--and-rewarding/2019/09/27/dbb41cf4-c918-11e9-a4f3-c081a126de70_story.html?tid=ss_tw
[1] https://www.homewatchcaregivers.com/care-community-blog/2019/september/busted-caregiving-myths/
[1] https://www.aarp.org/caregiving/life-balance/info-2019/keeping-your-marriage-strong.html?cmp=SNO-ICM-TW-AO-CG&socialid=2705873783

Top URLs in Tweet in G5:
[6] https://www.seepainmoreclearly.org/story
[3] https://twitter.com/LoriShemek/status/1181559503210369025
[3] https://besthomecaremn.com/blog/adult-home-care/caregiving-support-tips-on-mental-health/
[3] https://twitter.com/MaggieKeresteci/status/1181323864187514880
[3] https://www.youareunltd.com/2019/10/08/difference-maker-listen-to-caregiver-and-advocate-ron-beleno-aging-in-place/
[2] https://www.bradford.ac.uk/dementia/research/caregiving-hope/
[2] https://www.alz.org/help-support/caregiving
[2] https://www.caregiver.org/emotional-side-caregiving
[2] https://www.youareunltd.com/2019/10/01/how-challenges-faced-by-caregivers-are-growing-along-with-our-aging-population/
[2] http://ow.ly/nD3W50wxHum

Top URLs in Tweet in G6:
[185] http://Afterlifeblog.com
[185] https://www.amazon.com/Afterlife-Die-Amazing-Possibilities-Await-ebook/dp/B016QFJL0W/ref=sr_1_1?s=books&ie=UTF8&qid=1445023565&sr=1-1&keywords=John+S.+Weiss
[3] http://www.amazon.com/Adventures-Mother-Sitting-Doreen-Cox-ebook/dp/B00S3WEVN4/ref=sr_1_1?ie=UTF8&qid=1426229324&sr=8-1&keywords=Adventures+in+mother-sitting
[1] https://www.mindingoureldersblogs.com/2019/10/loss-of-spouse-can-send-older-adult-into-decline.html

Top URLs in Tweet in G8:
[4] https://trib.al/zpiUMys
[1] https://medium.com/@betterallies/tips-from-the-ghc19-male-allies-panel-db659e171ddd?source=friends_link&sk=1fb9a66a349aadf82b02a626e8d82d2f

Top URLs in Tweet in G9:
[1] https://www.linkedin.com/slink?code=g4mwX5C
[1] https://www.linkedin.com/slink?code=g4Dfkjg

Top Domains
Top Domains in Tweet in Entire Graph:
[230] twitter.com
[228] amazon.com
[195] afterlifeblog.com
[139] aarp.org
[72] mindingoureldersblogs.com
[71] homecareassistance.com
[68] youtube.com
[65] caregiving.com
[51] dailycaring.com
[44] brightstarcare.com

Top Domains in Tweet in G1:
[71] homecareassistance.com
[49] aarp.org
[45] twitter.com
[40] brightstarcare.com
[33] dailycaring.com
[24] youtube.com
[24] homeinstead.com
[23] caregiverstress.com
[19] medicalnewstoday.com
[19] ultimatehealthpodcast.com

Top Domains in Tweet in G2:
[105] twitter.com
[66] mindingoureldersblogs.com
[48] caregiving.com
[31] aarp.org
[23] alzimpact.org
[20] senior.com
[20] about.com
[19] nytimes.com
[18] amazon.com
[15] alzauthors.com

Top Domains in Tweet in G3:
[23] aarp.org
[21] cdc.gov
[20] youtube.com
[20] myalzheimersstory.com
[14] caregiveraction.org
[14] wiley.com
[13] losingmom.com
[11] timesofisrael.com
[10] verywellhealth.com
[7] healthline.com

Top Domains in Tweet in G4:
[30] aarp.org
[3] homewatchcaregivers.com
[3] watercrestseniorliving.com
[2] twitter.com
[2] hiddenheroes.org
[2] washingtonpost.com
[2] smh.re
[1] intentionalcaregiver.com
[1] sandiegouniontribune.com
[1] nextavenue.org

Top Domains in Tweet in G5:
[11] twitter.com
[6] besthomecaremn.com
[6] seepainmoreclearly.org
[5] ow.ly
[5] youareunltd.com
[3] cbc.ca
[3] alz.org
[2] ac.uk
[2] caregiver.org
[2] swu.edu

Top Domains in Tweet in G6:
[188] amazon.com
[185] afterlifeblog.com
[1] mindingoureldersblogs.com

Top Domains in Tweet in G8:
[4] trib.al
[1] medium.com

Top Domains in Tweet in G9:
[2] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1981] caregiving
[886] dementia
[705] alzheimers
[330] caregiver
[295] seniorcare
[266] aging
[263] caregivers
[237] healthcare
[223] elderly
[213] elderlycare



Top Hashtags in Tweet in G1:
[653] caregiving
[208] seniorcare
[116] dementia
[109] caregiver
[100] alzheimers
[97] seniorhealth
[68] endalz
[49] seniors
[45] aging
[44] homecare

Top Hashtags in Tweet in G2:
[502] caregiving
[246] dementia
[239] alzheimers
[134] carechat
[107] caregivers
[99] aging
[78] caregiver
[66] ncc19
[54] eldercare
[39] alzauthors

Top Hashtags in Tweet in G3:
[303] dementia
[280] alzheimers
[251] caregiving
[32] mentalhealth
[28] aging
[21] elderabuse
[20] endoflife
[20] values
[19] caregiver
[16] wednesdaywisdom

Top Hashtags in Tweet in G4:
[21] caregiving
[8] homecare
[5] longtermcare
[5] longtermcareinsurance
[5] retirementplanning
[4] bayanihan
[3] eldercare
[3] personalfinance
[3] healthcrises
[2] personalfinances

Top Hashtags in Tweet in G5:
[53] caregiving
[22] dementia
[15] caregivers
[14] caregiver
[13] aging
[9] alzheimers
[7] pain
[6] brainhealth
[6] endalz
[6] roadtrip

Top Hashtags in Tweet in G6:
[185] elderly
[185] elderlycare
[177] healthcare
[112] dementia
[21] caregiving
[20] caregiver
[13] seniorliving
[12] seniorcare
[12] retirement
[12] aging

Top Hashtags in Tweet in G8:
[12] 5allyactions
[3] rt

Top Hashtags in Tweet in G9:
[1] doctors
[1] chronicpain
[1] medicine
[1] pain
[1] suicideduetopain
[1] caregiving
[1] pharmacy
[1] patients
[1] politics
[1] foxnews

Top Words
Top Words in Tweet in Entire Graph:
[7091] Words in Sentiment List#1: Positive
[3616] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[145086] Non-categorized Words
[155793] Total Words
[2934] #caregiving
[2449] caregiving
[1288] #dementia
[1011] #alzheimers
[978] care

Top Words in Tweet in G1:
[659] #caregiving
[422] caregiving
[307] care
[208] #seniorcare
[201] more
[162] caregiver
[149] home
[136] one
[129] learn
[123] caregivers

Top Words in Tweet in G2:
[859] #caregiving
[476] caregiving
[407] #dementia
[370] #alzheimers
[225] caregivers
[189] #carechat
[180] care
[176] family
[167] help
[152] #caregivers

Top Words in Tweet in G3:
[435] #alzheimers
[431] #caregiving
[429] #dementia
[145] re
[140] please
[138] tweet
[135] image
[110] #mentalhealth
[71] care
[68] ynb

Top Words in Tweet in G4:
[83] family
[81] caregivers
[51] caregiving
[45] one
[44] loved
[44] #caregiving
[42] out
[39] help
[37] care
[36] aarp

Top Words in Tweet in G5:
[64] #caregiving
[54] caregiving
[35] unpaid
[27] #dementia
[27] caregivers
[24] nightshiftmd
[21] population
[21] 2
[19] study
[19] thomsod

Top Words in Tweet in G6:
[201] #seniorliving
[187] #caregiving
[185] #elderly
[185] #elderlycare
[185] #healthcare
[185] #caregiver
[185] #seniorcare
[185] #retirement
[185] #aging
[178] #assistedliving

Top Words in Tweet in G7:
[66] here
[66] purpose
[66] love
[66] b
[66] loved
[66] give
[66] receive
[66] choose
[66] joy
[66] even

Top Words in Tweet in G8:
[153] women
[102] more
[63] caregiving
[51] gender
[51] equality
[51] look
[51] create
[51] public
[51] dialogue
[51] enter

Top Words in Tweet in G9:
[9] 1
[7] pain
[5] caregiving
[5] joke
[5] 5
[5] million
[5] dollars
[5] create
[5] new
[5] class

Top Words in Tweet in G10:
[2] caregiver

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[355] #alzheimers,#dementia
[271] #caregiver,#caregiving
[270] loved,one
[258] #alzheimers,#caregiving
[229] #caregiving,#seniorcare
[205] #dementia,#caregiving
[198] #elderly,#elderlycare
[195] please,re
[195] re,tweet
[195] #aging,#seniorliving

Top Word Pairs in Tweet in G1:
[97] #seniorcare,#caregiving
[84] learn,more
[60] loved,one
[54] brightstar,care
[42] #dementia,#alzheimers
[40] #alzheimers,#dementia
[40] dental,hygiene
[38] more,#caregiving
[38] personal,support
[38] support,worker

Top Word Pairs in Tweet in G2:
[111] #alzheimers,#caregiving
[100] #alzheimers,#dementia
[85] #dementia,#caregiving
[68] family,caregivers
[60] loved,one
[60] #dementia,#alzheimers
[54] please,re
[54] re,tweet
[47] #caregiving,#alzheimers
[42] caregiving,conference

Top Word Pairs in Tweet in G3:
[176] #alzheimers,#dementia
[138] please,re
[138] re,tweet
[124] #alzheimers,#caregiving
[89] #dementia,#mentalhealth
[82] #dementia,#caregiving
[57] tweet,raise
[57] raise,awareness
[52] #dementia,#alzheimers
[52] image,3spirituknz

Top Word Pairs in Tweet in G4:
[71] family,caregivers
[26] loved,one
[21] 1,4
[21] 4,family
[21] caregivers,millennial
[21] millennial,aarp
[21] aarp,held
[21] held,series
[21] series,nationwide
[21] nationwide,dinners

Top Word Pairs in Tweet in G5:
[22] unpaid,caregiving
[13] caregiving,hope
[13] hope,study
[11] study,sahdiaparveen
[11] thomsod,drsamirsinha
[11] caregiving,population
[11] unpaid,caregivers
[10] population,unpaid
[9] interesting,findings
[8] #caregiving,#caregivers

Top Word Pairs in Tweet in G6:
[185] #caregiver,#caregiving
[185] #aging,#seniorliving
[182] #elderly,#elderlycare
[178] #elderlycare,#healthcare
[169] #seniorliving,#medicare
[166] #assistedliving,#love
[159] #healthcare,#dementia
[159] #dementia,#caregiver
[152] #caregiving,#seniorcare
[150] #medicare,#assistedliving

Top Word Pairs in Tweet in G7:
[66] here,purpose
[66] purpose,love
[66] love,b
[66] b,loved
[66] loved,give
[66] give,receive
[66] receive,choose
[66] choose,joy
[66] joy,even
[66] even,errands

Top Word Pairs in Tweet in G8:
[51] gender,equality
[51] equality,look
[51] look,women
[51] women,create
[51] create,more
[51] more,public
[51] public,dialogue
[51] dialogue,women
[51] women,enter
[51] enter,lucrative

Top Word Pairs in Tweet in G9:
[5] joke,1
[5] 1,5
[5] 5,million
[5] million,dollars
[5] dollars,create
[5] create,new
[5] new,class
[5] class,drug
[5] drug,pain
[5] pain,addicting

Top Replied-To
Top Replied-To in Entire Graph:
@caregiving
@michelleseitzer
@gordondym
@deepa_shivaram
@katyturnbc
@delroychuckjm
@matt_perrin
@thatvdovault
@lead_coalition
@prpltnkr

Top Replied-To in G1:

Top Replied-To in G2:
@caregiving
@michelleseitzer
@gordondym
@thatvdovault
@matt_perrin
@jamieroger8
@espiegler
@llake
@drbarryjjacobs
@thedawnmethod

Top Replied-To in G3:
@pittstechaudrey
@lead_coalition
@bowinnma

Top Replied-To in G4:
@aarp
@aarpca

Top Replied-To in G5:
@uofragingcentre
@nightshiftmd
@thomsod
@seniorplanet
@_avagraham
@bourassa1963
@roblowe
@thereallisaann

Top Replied-To in G9:
@talkeetna101
@danlairdmd
@jsg_54

Top Replied-To in G10:
@npjourney

Top Mentioned
Top Mentioned in Entire Graph:
@psychichealerc
@ynb
@jeanettejoy
@3spirituknz
@caregiving
@danielcpotts
@rarecat
@ilovequotebooks
@juliagrantham2
@yubbie007

Top Mentioned in G1:
@creditforcaring
@glorianallc
@bridges_atbc
@leecaraher

Top Mentioned in G2:
@caregiving
@danielcpotts
@na4caregiving
@michelleseitzer
@alzauthors
@mindingourelder
@caregiveraction
@drbarryjjacobs
@caregiverally
@brennerpathways

Top Mentioned in G3:
@ynb
@jeanettejoy
@psychichealerc
@3spirituknz
@rarecat
@ilovequotebooks
@juliagrantham2
@yubbie007
@showoffbydesign
@tayyaba_waqas94

Top Mentioned in G4:
@aarp
@gatesfoundation
@usarmy
@aarpaapi
@aarpfinancial
@aarpwa
@caregiving
@ingridaarpwa
@podcastaarpwa
@addisoncare

Top Mentioned in G5:
@nightshiftmd
@thomsod
@sahdiaparveen
@drsamirsinha
@agewell_nce
@reitmandementia
@alzassociation
@cbcwhitecoat
@caregivinghope
@alzheimerssoc

Top Mentioned in G6:
@inforum
@lead_coalition
@drbarryjjacobs
@danielcpotts
@benjaminmast1
@alzauthors
@dcoxauthor

Top Mentioned in G8:
@harvardbiz

Top Mentioned in G9:
@mrmellibitch
@rosesdaughter61
@ccontrarus
@tinwisc
@jsg_54
@elizabe50286054
@roguewolf2001
@maisybo
@mrpetesonality
@desertg91900265

Top Mentioned in G10:
@mummin8r
@michjak
@lovenotgreed
@petalconfetti
@pmeganb
@lkharvey15
@linndhop
@docthewondercat
@moderatefern
@sassypharmd

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@marshawright
@jurylady5
@piyuanker12
@dichristine
@car01am
@alhanda
@lennaleprena
@ollyguseva
@nblackthorne

Top Tweeters in G1:
@bkindngood
@hephaestus7
@wfmy
@personalfitnes3
@theprovince
@blackmanwarning
@barefootstudent
@rustymerci
@writersrepublic
@paulaminger1

Top Tweeters in G2:
@janromes
@judehaste_write
@mellowcello1
@danielkemp6
@blanca_mar2004
@shalisa_renee
@stephaniepmckea
@barbiesway
@nytimes
@blancamiosi

Top Tweeters in G3:
@marshawright
@piyuanker12
@lennaleprena
@raymond_norman
@mckbirdbks
@miguelhilargiak
@mohsinmalvi19
@john_siracusa
@netminnow
@gracemurphy2

Top Tweeters in G4:
@rjber15
@dsochoa
@vievararosel
@mcnejames
@oldwac1
@sullivanmonty
@tawanda46
@anitajan261954
@worandthatd
@iheartrocknroll

Top Tweeters in G5:
@globeandmail
@mashable
@cbs12
@cbc
@thereallisaann
@vicecanada
@ailsaforshaw
@lminyeg
@bifarin
@nightshiftmd

Top Tweeters in G6:
@paul_cude
@car01am
@alhanda
@ollyguseva
@nblackthorne
@w_angels_wings
@joepranaitis
@cherrymischivus
@marylschmidt
@papriddey

Top Tweeters in G7:
@2realrell
@randy_1220
@kingprince757
@_quanteriousjay
@3jchiefn
@realboy_100
@balleryavid23
@azswaye
@sameolejamess
@dazedshorty

Top Tweeters in G8:
@amrita_dutt
@chandachacon
@mj_palin
@audrey_e_ander
@harvardbiz
@rudihammenecker
@mistergarcia_
@getrealvonciel
@elisabethisc
@lrasquilha

Top Tweeters in G9:
@deeenst
@elianok10
@medibasket
@spicypurritos
@angelsgal02
@lelenapeacock
@woutgorge
@rosesdaughter61
@mlvanbrit
@puppyluvr312

Top Tweeters in G10:
@ketaminh
@megaholt
@micheinnz
@lovenotgreed
@joltdude
@northerncall19
@mhpoison1
@researchagain
@tonyver45
@reeprn


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