"heart disease" OR "mental health" OR asthma OR diabetes OR hospital OR healthcare OR "public health" OR "child health" OR dementia OR vaccineswork OR measles OR polio OR "communicable disease" OR infection since:2017-10-19 until:2017-10-21 geocode:54.922332,-2.471436,800km, Twitter, 10/31/2017 9:04:29 AM, 127770


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"heart disease" OR "mental health" OR asthma OR diabetes OR hospital OR healthcare OR "public health
"heart disease" OR "mental health" OR asthma OR diabetes OR hospital OR healthcare OR "public health
From:
scotpublichealth
Uploaded on:
October 31, 2017
Short Description:
"heart disease" OR "mental health" OR asthma OR diabetes OR hospital OR healthcare OR "public health" OR "child health" OR dementia OR vaccineswork OR measles OR polio OR "communicable disease" OR infection since:2017-10-19 until:2017-10-21 geocode:54.922332,-2.471436,800km via NodeXL http://bit.ly/

Description:
Description
The graph represents a network of 17,001 Twitter users whose recent tweets contained ""heart disease" OR "mental health" OR asthma OR diabetes OR hospital OR healthcare OR "public health" OR "child health" OR dementia OR vaccineswork OR measles OR polio OR "communicable disease" OR infection since:2017-10-19 until:2017-10-21 geocode:54.922332,-2.471436,800km", 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 Saturday, 28 October 2017 at 21:51 UTC.

The tweets in the network were tweeted over the 19-hour, 13-minute period from Friday, 20 October 2017 at 04:46 UTC to Friday, 20 October 2017 at 23:59 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
Vertices : 17001
Unique Edges : 19822
Edges With Duplicates : 4372
Total Edges : 24194
Self-Loops : 6181
Reciprocated Vertex Pair Ratio : 0.02404603270745
Reciprocated Edge Ratio : 0.0469627964748329
Connected Components : 4824
Single-Vertex Connected Components : 2556
Maximum Vertices in a Connected Component : 6762
Maximum Edges in a Connected Component : 12079
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.044418
Graph Density : 5.84982890279811E-05
Modularity : 0.747168
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[281] https://www.theguardian.com/society/2017/oct/19/nhs-waiting-times-hospital-bosses-fear-a-return-to-1999?CMP=share_btn_tw
[83] https://www.time-to-change.org.uk/
[71] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=twt_gu
[67] https://www.rte.ie/news/leinster/2017/1020/914022-measles-cases-dublin/
[60] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=share_btn_tw
[57] https://twitter.com/jahmalusen/status/920951669441073152
[38] https://www.bma.org.uk/news/2017/october/reciprocal-rights-to-healthcare-costs-loom
[36] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc
[35] http://metro.co.uk/2017/10/20/how-to-look-after-your-mental-health-once-the-thrill-of-freshers-week-wears-off-7014106/
[34] https://www.thephoblographer.com/2017/10/20/ryan-ochoa-identity-mental-health-film-photography/

Top URLs in Tweet in G1:
[65] https://www.time-to-change.org.uk/
[22] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=share_btn_tw
[18] https://campaigns.ageuk.org.uk/page/14700/action/1?ea.tracking.id=g5jl99gh
[13] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc
[12] https://www.theguardian.com/film/2017/oct/20/gerard-butler-i-injected-myself-with-bee-venom-and-ended-up-in-hospital
[12] http://pairsonnalites-uk.blogspot.com/2017/10/black-rainbow-mental-health-and.html?utm_source=dlvr.it&utm_medium=twitter
[11] https://www.theguardian.com/society/2017/oct/19/nhs-waiting-times-hospital-bosses-fear-a-return-to-1999?CMP=share_btn_tw
[11] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=Share_iOSApp_Other
[9] http://www.bbc.co.uk/news/uk-northern-ireland-41677558
[9] https://www.theguardian.com/teacher-network/2017/oct/20/teaching-children-in-hospital-learning-is-still-part-of-their-world

Top URLs in Tweet in G2:
[207] https://www.theguardian.com/society/2017/oct/19/nhs-waiting-times-hospital-bosses-fear-a-return-to-1999?CMP=share_btn_tw
[62] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=twt_gu
[22] https://www.theguardian.com/film/2017/oct/20/gerard-butler-i-injected-myself-with-bee-venom-and-ended-up-in-hospital?CMP=twt_gu
[20] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=share_btn_tw
[16] http://www.edp24.co.uk/news/health/mundesley-hospital-s-shock-closure-following-damning-care-quality-report-1-5246133
[13] https://trib.al/TkOclCa
[11] https://www.centreformentalhealth.org.uk/the-future-of-the-mental-health-workforce
[11] http://metro.co.uk/2017/10/20/what-its-really-like-behind-the-doors-of-a-psychiatric-hospital-6957479/
[6] http://metro.co.uk/2017/09/25/when-youve-got-mental-health-issues-its-hard-to-do-things-you-know-will-help-6952711/?ito=cbshare
[6] http://www.edp24.co.uk/features/opinion-mental-health-trust-inspection-report-was-clearly-unacceptable-1-5245798

Top URLs in Tweet in G3:
[15] https://www.dementiauk.org/advice-and-information-2/lasting-power-of-attorney/?platform=hootsuite
[9] https://www.facebook.com/forwillsyork
[7] https://ukctg.nihr.ac.uk/
[7] http://writers4u.co.uk/social/
[6] https://twitter.com/2getherDementia/status/921362160512532481
[5] https://www.alz.co.uk/about-dementia
[5] https://www.eventbrite.com/e/1st-international-forum-on-womens-brain-and-mental-health-tickets-37575961713
[5] http://news.joindementiaresearch.nihr.ac.uk/the-pride-study/
[4] https://www.kcl.ac.uk/sspp/policy-institute/scwru/events/mentalhealth/11oct17.aspx
[4] https://www.dementiauk.org/advice-and-information-2/complementary-therapies/music/?platform=hootsuite

Top URLs in Tweet in G4:
[37] https://www.bma.org.uk/news/2017/october/reciprocal-rights-to-healthcare-costs-loom
[27] https://www.theguardian.com/society/2017/oct/19/nhs-waiting-times-hospital-bosses-fear-a-return-to-1999?CMP=share_btn_tw
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2817%2932708-3%2Ffulltext%3Felsca1%3Detoc&rc=0&code=lancet-site
[6] https://www.berwickliteraryfestival.com/event/tony-husband-take-care-son-the-story-of-my-dad-and-his-dementia/
[5] http://www.bbc.co.uk/news/av/uk-wales-politics-41651749/perinatal-mental-health-care-improvements-needed-says-am
[4] https://www.bma.org.uk/news/2017/october/reciprocal-rights-to-healthcare-costs-loom?imgdoctors=
[4] https://www.kingsfund.org.uk/audio-video/how-does-nhs-in-england-work
[4] https://twitter.com/Alt_Budget_cuts/status/921268339929952256
[2] http://www.progressivepulse.org/health/ideology-not-money-is-why-affordable-nhs-healthcare-is-not-a-proposition/comment-page-1/#comment-4399
[2] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=Share_AndroidApp_Tweet

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/921364608052617216
[1] https://twitter.com/i/web/status/921524590899351553
[1] https://twitter.com/i/web/status/921516109647568896
[1] https://twitter.com/i/web/status/921517821699526657
[1] https://twitter.com/i/web/status/921522201198723073
[1] https://twitter.com/i/web/status/921519108491038720
[1] https://www.newscientist.com/article/2140698-us-ranked-worst-healthcare-system-while-the-nhs-is-the-best/
[1] https://twitter.com/i/web/status/921510373773234176
[1] https://twitter.com/i/web/status/921518132967235584
[1] https://twitter.com/i/web/status/919655683599020032

Top URLs in Tweet in G6:
[31] http://www.westmonster.com/christys-our-government-are-letting-down-britains-military-veterans-ptsd-mental-health-london-manchester-leeds/#.Wen7-Bi3l5A.twitter
[2] http://www.westmonster.com/christys-our-government-are-letting-down-britains-military-veterans-ptsd-mental-health-london-manchester-leeds/
[1] https://www.disabilitynewsservice.com/tory-conference-gauke-admits-sanctions-can-harm-mental-health-claimants/
[1] https://twitter.com/i/web/status/921291764245368833
[1] https://twitter.com/i/web/status/921462786764541952
[1] https://twitter.com/i/web/status/921312233489076224
[1] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc?CMP=twt_gu
[1] https://twitter.com/i/web/status/921271947157262336
[1] https://twitter.com/i/web/status/921286593561980929
[1] https://twitter.com/i/web/status/921384790540128258

Top URLs in Tweet in G7:
[8] https://www.diabetes.org.uk/guide-to-diabetes/teens/me-and-my-diabetes/school-and-college/Type-1-and-uni-life?utm_source=twitter&utm_medium=social-media&utm_campaign=unitype&utm_term=goingoutvideo&utm_content=organic
[8] https://www.bhf.org.uk/heart-matters-magazine/research/tick-research?utm_sq=fkd9aqq9x2&utm_source=TWITTER&utm_medium=social&utm_content=ticks+
[6] https://blogs.diabetes.org.uk/?p=9390&utm_source=twitter&utm_medium=social-media&utm_campaign=blogs&utm_term=newshop&utm_content=organic
[5] https://www.diabetes.co.uk/news/2017/oct/study-shows-lowered-brain-glucose-levels-linked-to-type-2-diabetes-93962208.html
[5] http://thiis.co.uk/news-snippets/tga-aims-to-engage-ots-with-ot-show-debut.aspx
[4] http://onlinelibrary.wiley.com/doi/10.1111/dme.13520/full
[4] https://twitter.com/janespeight/status/920466980821286912
[4] https://blogs.diabetes.org.uk/?p=9131&utm_source=twitter&utm_medium=social-media&utm_campaign=blogs&utm_term=helenfood&utm_content=organic
[3] https://www.diabetes.co.uk/in-depth/type-2-diabetes-breakthrough-researchers-take-note/
[3] http://www.thewestonmercury.co.uk/news/horse-mutilated-in-nasty-attack-1-5245452

Top URLs in Tweet in G8:
[11] https://publichealthmatters.blog.gov.uk/2017/10/04/health-matters-preventing-ill-health-from-alcohol-and-tobacco-use/
[7] https://www.digitalhealth.net/2017/10/62118/
[7] https://www.nationalelfservice.net/mental-health/substance-misuse/dual-diagnosis-guidance-money-talks-when-it-comes-to-drugs-alcohol-and-mental-illness/
[6] https://ukdri.ac.uk/joinus/ucl
[5] https://publichealthmatters.blog.gov.uk/2017/10/17/what-healthcare-workers-need-to-know-about-the-flu-vaccine/
[4] http://www.liverpoolecho.co.uk/news/liverpool-news/walton-prison-crisis-grows-nhs-13780783#ICID=sharebar_twitter
[4] https://www.rsph.org.uk/our-work/awards/health-wellbeing-awards/public-mental-health-and-wellbeing/2017-winner.html
[4] https://www.theguardian.com/technology/2017/oct/07/virtual-reality-acrophobia-paranoia-fear-of-flying-ptsd-depression-mental-health
[4] http://www.esrc.ac.uk/funding/funding-opportunities/cross-disciplinary-mental-health-network-plus-call/
[4] https://www.healthline.com/health-news/can-vitamin-d-reduce-asthma-attack-risk

Top URLs in Tweet in G9:
[44] https://www.rte.ie/news/leinster/2017/1020/914022-measles-cases-dublin/
[13] http://www.hpsc.ie/a-z/vaccinepreventable/measles/factsheet/
[9] https://iam1in4.com/2016/12/30-celebrities-who-have-spoken-out-on-mental-health/
[5] http://www.irishexaminer.com/ireland/report-on-underfunded-state-of-childrens-mental-health-services-welcomed-461154.html
[4] https://www.irishtimes.com/news/health/hse-warning-as-two-cases-of-measles-detected-in-dublin-1.3263453
[4] https://youtube.com/watch?v=CZqBSTRLF-0#761185945949462528-tw#1508395370596
[3] http://www.limerickpost.ie/2017/10/20/20-beds-open-limerick-hospital/
[3] https://give.everydayhero.com/ie/hiking-the-ireland-way-for-mental-health-ireland
[2] http://www.hpsc.ie/NotifiableDiseases/WeeklyIDReports/
[2] https://twitter.com/hseimm/status/921433948705775616

Top URLs in Tweet in G10:
[14] https://www.ihrec.ie/human-rights-equality-commission-granted-liberty-appear-court-appeal-mental-health-hospital-detention-case/
[6] http://www.dailystar.co.uk/news/latest-news/653952/Nickelodeon-Paw-Patrol-bath-foam-soap-explode-Belfast-Northern-Ireland-hospital
[5] https://www.theguardian.com/society/2017/oct/20/children-waiting-up-to-18-months-for-mental-health-treatment-cqc
[4] https://www.med-technews.com/news/renishaw-robot-to-assist-during-surgery-at-boston-childrens/
[3] http://metro.co.uk/2017/10/20/what-its-really-like-behind-the-doors-of-a-psychiatric-hospital-6957479/
[3] https://twitter.com/HOHRI_HD5/status/920752432136769536
[3] https://www.theguardian.com/society/2017/oct/19/nhs-waiting-times-hospital-bosses-fear-a-return-to-1999?CMP=share_btn_tw
[3] http://www.dailystar.co.uk/news/latest-news/654009/ian-brady-death-funeral-moors-murders-ashes-hospital-picture-victims
[3] http://well-pool.co.uk/liverpool-mental-health-festival-2017/
[3] http://www.telegraph.co.uk/news/2017/10/14/vindictive-hospital-staff-taunted-young-psychiatric-patients/

Top Domains
Top Domains in Tweet in Entire Graph:
[2917] twitter.com
[1471] co.uk
[860] theguardian.com
[486] org.uk
[262] fb.me
[142] nhs.uk
[127] dlvr.it
[117] youtube.com
[116] ac.uk
[107] routeshealthcare.com

Top Domains in Tweet in G1:
[551] twitter.com
[428] co.uk
[176] fb.me
[170] theguardian.com
[114] org.uk
[78] dlvr.it
[67] google.com
[41] instagram.com
[26] linkedin.com
[25] reuters.com

Top Domains in Tweet in G2:
[343] theguardian.com
[104] twitter.com
[73] co.uk
[19] org.uk
[16] trib.al
[12] nhs.uk
[11] gov.uk
[10] fb.me
[9] feedburner.com
[6] youtube.com

Top Domains in Tweet in G3:
[158] twitter.com
[40] co.uk
[24] dementiauk.org
[20] ac.uk
[17] org.uk
[13] facebook.com
[9] elder.org
[8] theguardian.com
[5] po.st
[5] wordpress.com

Top Domains in Tweet in G4:
[46] org.uk
[37] theguardian.com
[32] twitter.com
[12] elsevierhealth.com
[12] co.uk
[6] berwickliteraryfestival.com
[2] progressivepulse.org
[2] nytimes.com

Top Domains in Tweet in G5:
[34] twitter.com
[1] newscientist.com
[1] theguardian.com
[1] youtube.com

Top Domains in Tweet in G6:
[33] westmonster.com
[6] twitter.com
[1] disabilitynewsservice.com
[1] theguardian.com
[1] org.uk

Top Domains in Tweet in G7:
[77] twitter.com
[50] org.uk
[31] co.uk
[4] wiley.com
[4] nhs.uk
[3] linkedin.com
[3] youtube.com
[2] gov.uk
[2] europa.eu
[2] surveymonkey.net

Top Domains in Tweet in G8:
[54] twitter.com
[17] gov.uk
[12] co.uk
[10] ac.uk
[9] nationalelfservice.net
[8] theguardian.com
[8] org.uk
[7] digitalhealth.net
[4] paper.li
[4] healthline.com

Top Domains in Tweet in G9:
[44] rte.ie
[31] twitter.com
[15] hpsc.ie
[9] iam1in4.com
[6] irishtimes.com
[5] irishexaminer.com
[4] youtube.com
[3] limerickpost.ie
[3] everydayhero.com
[2] co.uk

Top Domains in Tweet in G10:
[37] twitter.com
[28] co.uk
[14] ihrec.ie
[8] theguardian.com
[6] med-technews.com
[3] org.uk
[2] ouralteredlife.com
[2] constantcontact.com
[2] psychiatricabuseuk.com
[1] abetternhs.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[576] healthcare
[474] mentalhealth
[423] dementia
[230] diabetes
[168] nhs
[122] jobs
[111] health
[96] ai
[90] hospital
[87] inyourcorner



Top Hashtags in Tweet in G1:
[170] healthcare
[102] jobs
[85] mentalhealth
[65] inyourcorner
[48] diabetes
[47] job
[37] nhs
[35] dementia
[28] anxiety
[27] health

Top Hashtags in Tweet in G2:
[37] mentalhealth
[37] bbcpapers
[37] tomorrowspaperstoday
[26] brexithealthalliance
[13] dementia
[11] brexit
[9] painfuljourneys
[6] ngdeliveringtogether
[6] nhs
[6] oliver

Top Hashtags in Tweet in G3:
[156] dementia
[27] healthcare
[22] cag_2017
[20] fansfordiversity
[12] scienceisspectacular
[10] bgt
[10] bridlington
[9] roundpound
[9] carer
[9] research

Top Hashtags in Tweet in G4:
[41] brexit
[10] toryeconomics
[6] airpollution
[3] nhs
[2] mentalhealth
[2] health
[2] torycuts
[2] diabetes
[2] ulcer
[2] alzheimers

Top Hashtags in Tweet in G5:
[1] isitok

Top Hashtags in Tweet in G6:
[1] inyourcorner

Top Hashtags in Tweet in G7:
[88] diabetes
[61] flu
[17] unitype
[12] t1d
[10] dementia
[9] type1diabetes
[9] blog
[8] winter
[6] fridayfeeling
[6] quiz

Top Hashtags in Tweet in G8:
[45] healthcare
[28] rsphawards
[12] phehealthmatters
[10] mentalhealth
[8] digitech
[6] dementia
[5] iipw
[5] jobs
[5] postdoc
[4] rsph

Top Hashtags in Tweet in G9:
[16] measles
[9] vaccineswork
[4] hopenov20
[3] dublin
[3] mmr
[3] cysticfibrosis
[3] worldstatisticsday
[3] maternity
[2] stormbrian
[2] thisispublichealth

Top Hashtags in Tweet in G10:
[7] respectourporters
[5] payupnow
[5] scrapthecap
[5] norwich
[5] nhs
[4] strepelle
[4] gbsawareness
[3] suicide
[3] prostheticear
[3] liverpool

Top Words
Top Words in Tweet in Entire Graph:
[11279] Words in Sentiment List#1: Positive
[9717] Words in Sentiment List#2: Negative
[99] Words in Sentiment List#3: Angry/Violent
[284680] Non-categorized Words
[305680] Total Words
[5092] health
[4484] mental
[4211] hospital
[2773] healthcare
[1454] dementia

Top Words in Tweet in G1:
[940] hospital
[850] health
[732] mental
[596] healthcare
[223] diabetes
[207] s
[172] up
[162] infection
[160] dementia
[141] out

Top Words in Tweet in G2:
[381] health
[354] mental
[225] out
[217] nhsmillion
[204] ceos
[202] very
[200] speak
[199] hospital
[195] guardian
[194] brave

Top Words in Tweet in G3:
[459] dementia
[125] people
[94] research
[93] health
[73] aruknews
[72] mental
[66] out
[61] help
[49] care
[49] healthcare

Top Words in Tweet in G4:
[365] doctor_oxford
[338] nhs
[338] ceos
[321] today
[306] hospital
[301] govt
[254] 3
[254] put
[254] heads
[254] above

Top Words in Tweet in G5:
[714] lied
[428] realdonaldtrump
[398] healthcare
[357] gop
[357] little
[357] head
[357] golf
[357] wall
[356] jackschofield
[356] coal

Top Words in Tweet in G6:
[220] veterans
[219] government
[193] mental
[193] health
[186] patrickchristys
[160] bothered
[160] give
[160] brave
[160] house
[160] care

Top Words in Tweet in G7:
[192] diabetes
[113] diabetesuk
[92] out
[65] flu
[64] people
[61] living
[61] jab
[52] important
[51] please
[48] retweet

Top Words in Tweet in G8:
[79] health
[60] healthcare
[47] mental
[46] careercollegest
[45] public
[40] westking
[29] hospital
[28] award
[28] rsphawards
[27] r_s_p_h

Top Words in Tweet in G9:
[70] health
[64] dublin
[61] mental
[60] measles
[47] hse
[47] warning
[43] outbreak
[43] rte
[37] fergalbowers
[23] hospital

Top Words in Tweet in G10:
[95] really
[84] hospital
[71] health
[62] mental
[52] s
[49] new
[45] shrink_at_large
[45] good
[33] behind
[33] doors

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4233] mental,health
[360] realdonaldtrump,gop
[360] gop,lied
[360] lied,little
[360] little,head
[360] head,golf
[360] golf,lied
[360] lied,healthcare
[360] healthcare,wall
[359] jackschofield,realdonaldtrump

Top Word Pairs in Tweet in G1:
[693] mental,health
[65] change,think
[64] s,change
[64] think,mental
[64] health,inyourcorner
[63] stand,mates
[62] mates,s
[60] deals,alliances
[58] alliances,profile
[58] 18,months

Top Word Pairs in Tweet in G2:
[349] mental,health
[194] speak,out
[193] very,brave
[193] brave,ceos
[193] ceos,speak
[192] nhsmillion,very
[90] children,waiting
[90] waiting,up
[90] up,18
[90] 18,months

Top Word Pairs in Tweet in G3:
[68] mental,health
[52] people,dementia
[52] dementia,research
[29] affected,dementia
[28] people,affected
[26] find,out
[21] cag_2017,alzheimersocirl
[20] pleased,supporting
[20] supporting,mental
[20] health,awareness

Top Word Pairs in Tweet in G4:
[254] today,3
[254] 3,hospital
[254] hospital,ceos
[254] ceos,put
[254] put,heads
[254] heads,above
[254] above,parapet
[254] parapet,warn
[254] warn,govt
[254] govt,dire

Top Word Pairs in Tweet in G5:
[357] realdonaldtrump,gop
[357] gop,lied
[357] lied,little
[357] little,head
[357] head,golf
[357] golf,lied
[357] lied,healthcare
[357] healthcare,wall
[356] jackschofield,realdonaldtrump
[356] wall,coal

Top Word Pairs in Tweet in G6:
[193] mental,health
[160] government,bothered
[160] bothered,give
[160] give,brave
[160] brave,veterans
[160] veterans,house
[160] house,mental
[160] health,care
[159] patrickchristys,government
[159] care,h

Top Word Pairs in Tweet in G7:
[61] flu,jab
[60] living,diabetes
[56] diabetes,flu
[49] people,living
[48] important,people
[48] jab,please
[48] please,retweet
[48] retweet,message
[48] message,out
[47] diabetesuk,important

Top Word Pairs in Tweet in G8:
[40] mental,health
[30] public,health
[15] public,mental
[13] westking,careercollegest
[12] phehealthmatters,explores
[12] explores,opportunities
[12] opportunities,engage
[12] engage,hospital
[12] hospital,inpatients
[12] inpatients,alcohol

Top Word Pairs in Tweet in G9:
[61] mental,health
[47] hse,warning
[43] warning,outbreak
[43] outbreak,measles
[43] measles,dublin
[40] dublin,rte
[33] fergalbowers,hse
[16] vaccinate,kids
[14] work,babies
[14] babies,under

Top Word Pairs in Tweet in G10:
[62] mental,health
[33] shrink_at_large,new
[33] s,really
[33] really,behind
[33] behind,doors
[33] doors,psychiatric
[31] new,'what
[31] 'what,s
[31] psychiatric,hospital'
[31] hospital',wow

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@alan_measles
@acerunningclub
@colleenb123
@garybarlow
@john75218893
@jeremy_hunt
@jimmykimmel
@parkrunhelen
@aero_healthcare

Top Replied-To in G1:
@rcn_ni
@call_247

Top Replied-To in G2:
@jeremy_hunt
@nhsengland
@drannemurphy
@examiner
@bbcnews
@sectioned_
@lucianaberger
@emerging56
@cardiffcityfc
@angelamays27

Top Replied-To in G3:
@diversealz
@lbsorg
@bethyb1886
@livibf
@who
@gmmh_nhs
@poole_hospital
@innov_dementia
@alzheimerssoc
@najmakhalid1

Top Replied-To in G4:
@roseannieflo
@drilanbz
@drjanaway
@thebma
@nhs_supporters
@jesslinworld
@rivkah_g
@joglasg
@upsadaizy
@bickypeg

Top Replied-To in G5:
@realdonaldtrump
@john75218893
@terryhelms10
@jacqui703
@charliekirk11
@nito9610
@infnsanity
@thetoy1123
@davidlloydradio
@angelafrompa

Top Replied-To in G6:
@kevinstewartsnp
@amymek
@ukip
@handbags79
@bryaneastwood2

Top Replied-To in G7:
@jimmykimmel
@type1bri
@john37_
@dr_kevinlee
@jules1315
@fractis
@diabetes_geek
@mavywavy2
@virgin_trainsec
@hadability

Top Replied-To in G8:
@westking
@careercollegest
@givebloodnhs
@sheffielduni
@amansfield91
@r_s_p_h
@h_chatterjee
@mental_elf
@pws_letstalk
@nhsdigital

Top Replied-To in G9:
@type1hurdles
@hmcentee
@irishtimes
@seechangeirl
@rtenationwide
@murpht01
@dailigh
@exposemediabias
@ailbhes
@campaignforleo

Top Replied-To in G10:
@shaunlintern
@rcsnews
@sarahwollaston
@roaringnurse
@nsrfireland
@elliemc42
@captainjimdandy
@mattturner4l
@strepelle1
@ihm_tweets

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@doctor_oxford
@gop
@jackschofield
@nhsmillion
@patrickchristys
@guardian
@diabetesuk
@timetochange
@aruknews

Top Mentioned in G1:
@blastbeatfreakx
@sraghcarparts
@newhorizonslife
@masters_jamesd
@darrensthill1

Top Mentioned in G2:
@nhsmillion
@guardian
@carequalitycomm
@bbcnews
@alliehbnews
@metrouk
@nhsimprovement
@denis_campbell
@lucianaberger
@edp24

Top Mentioned in G3:
@aruknews
@beatdementia
@dementiauk
@leytonorientfc
@kickitout
@gerisoc
@dementia_action
@alzheimersocirl
@alzdisint
@alzheimerssoc

Top Mentioned in G4:
@doctor_oxford
@thebma
@nhsmillion
@copddoc
@drilanbz
@lobbycomm
@thekingsfund
@labourleft
@steveallenshow
@khsbooks

Top Mentioned in G5:
@realdonaldtrump
@gop
@jackschofield
@realjmannarino
@schillacecarol
@technicallyron
@shieldmaid8
@naj562
@jamesmelville
@leifer07

Top Mentioned in G6:
@patrickchristys
@mikehookemmep
@ukip
@toryboypierce
@redhotsquirrel
@gch_charity
@tradegovuk
@johnpringdns
@aconstancesnp
@guardian

Top Mentioned in G7:
@diabetesuk
@thebhf
@diabetescouk
@kellyripa
@jdrfuk
@yeovilhospital
@walestransition
@parthaskar
@diabetesau
@sof_diabetes

Top Mentioned in G8:
@westking
@careercollegest
@r_s_p_h
@phe_uk
@_mindandbody
@addactionuk
@ucl
@lowecm
@mersey_care
@dhealthldn

Top Mentioned in G9:
@rte
@fergalbowers
@jigsawymh
@hpscireland
@stephanenny
@iam_1in4
@egprn
@walter_cullen
@nwci
@barrymcelduff

Top Mentioned in G10:
@shrink_at_large
@chpithinktank
@_ihrec
@unisontweets
@industrialtside
@daily_star
@unisoneastern
@cbeatty_cresr
@gbssupport
@cmcanea

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@tesco
@americanair
@coventryupdate
@col_connaughton
@paul_cude
@reportuk
@thetruth24uk
@pairsonnalites
@pairsonnalitesu

Top Tweeters in G1:
@col_connaughton
@pairsonnalites
@pairsonnalitesu
@southernmalachi
@moonbootica
@riskinfo
@pairsonnalitesn
@planetnewsspace
@uk_myob
@foxcinemas

Top Tweeters in G2:
@auldcove
@cobaltmale
@koltovskoyyakov
@nodesystems
@stevebrookes69
@der_bluthund
@fleming77
@beingexample
@jpjanson
@gr8musicvenues

Top Tweeters in G3:
@cheepersteeper
@tekieboard
@bbcworld
@jmcefalas
@ermintrude2
@algierslady
@exerciseworks
@antiprofessor
@nonleaguecrowd
@helenfindlay

Top Tweeters in G4:
@angelamortimer2
@krustyallslopp
@houseoftwitslab
@k810mt
@rt_com
@mikef45
@theuktoday
@serengetisun
@jillycl
@upsadaisy3

Top Tweeters in G5:
@jamiastarheart
@crazylary51
@sharon59
@chuckw12
@smolbeansabby
@freakmydeke
@stageyaneu
@wrongestwrong
@heysyd
@yah_reed

Top Tweeters in G6:
@firetrench
@alanjohnson35
@redhotsquirrel
@politicsuktd
@thomasevansgb
@johnrealsmith
@2053pam
@z_chrissie
@anncaswell2
@pripley2426

Top Tweeters in G7:
@tesco
@robre62
@ehfoundation237
@virgin_trainsec
@john37_
@nigeblue
@hgvdriversdiary
@bbcradio4
@punjabi12345678
@parthaskar

Top Tweeters in G8:
@4carmilla
@cristinaprkr
@drpaulmorgan
@givebloodnhs
@docquita237
@mentalhealthcop
@everton
@ian_beckett
@katecushing2
@afterprohibends

Top Tweeters in G9:
@irishtimes
@railgirl1952
@irishexaminer
@irpsych
@trumpvsscience
@geraghty040
@snarkyredhd
@exposemediabias
@marymc_31
@micwbu

Top Tweeters in G10:
@daily_star
@paul_trembath
@captainjimdandy
@mickster_1
@hepworthclare
@getsurrey
@daphne_miles
@roylilley
@isawfireworks
@rednorthuk