#shefunilife OR %22Sheffield University%22 OR sheffielduni, Twitter, 10/2/2019 1:19:54 AM, 211586


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#shefunilife OR %22Sheffield University%22 OR sheffielduni_2019-10-01_17-51-53.xlsx
#shefunilife OR "Sheffield University" OR sheffielduni_2019-10-01_17-51-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2019
Short Description:
#shefunilife OR "Sheffield University" OR sheffielduni via NodeXL http://bit.ly/2ohL2LN
@sheffielduni
@snakande
@rorinstitute
@wellcometrust
@mrjmmiddleton
@ruarijm
@furedibyte
@sam_marsh101
@tomstafford
@nationalexpress

Top hashtags:
#uss
#sheffield
#rorilaunch

Description:
Description
The graph represents a network of 2,317 Twitter users whose tweets in the requested range contained "#shefunilife OR "Sheffield University" OR sheffielduni", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 02 October 2019 at 00:52 UTC.

The requested start date was Wednesday, 02 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 6-day, 13-hour, 52-minute period from Wednesday, 25 September 2019 at 00:03 UTC to Tuesday, 01 October 2019 at 13:55 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 : 2317
Unique Edges : 4942
Edges With Duplicates : 2060
Total Edges : 7002
Number of Edge Types : 3
Mentions : 6598
Replies to : 297
Tweet : 107
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.0417056293248551
Reciprocated Edge Ratio : 0.0800718132854578
Connected Components : 64
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 2151
Maximum Edges in a Connected Component : 6804
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.138919
Graph Density : 0.00103798387379309
Modularity : 0.573166
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://sites.google.com/sheffield.ac.uk/sheffield-reproducibility/studentship
[22] https://www.telegraph.co.uk/news/2019/09/24/sheffield-university-students-attend-compulsory-lectures-climate/
[12] https://www.sheffield.ac.uk/news/nr/education-sustainable-development-sheffield-climate-strike-1.865420
[11] https://medicalxpress.com/news/2019-09-additional-heart-artery-stenting-future.html
[10] http://www.sysrp.co.uk/pedestrians/
[8] https://www.telegraph.co.uk/news/2019/09/24/sheffield-university-students-attend-compulsory-lectures-climate/?WT.mc_id=tmg_share_tw
[7] https://www.sheffield.ac.uk/news/nr/biggest-cohort-of-medical-students-university-sheffield-1.866035
[6] https://www.jobs.nhs.uk/xi/vacancy/?vac_ref=915764680
[5] https://twitter.com/RoRInstitute/status/1178565330077179904
[5] https://www.sheffield.ac.uk/news/nr/university-ranks-top-north-graduate-employment-the-times-1.865410

Top URLs in Tweet in G1:
[7] https://www.sheffield.ac.uk/news/nr/education-sustainable-development-sheffield-climate-strike-1.865420
[4] https://www.sheffield.ac.uk/news/nr/university-ranks-top-north-graduate-employment-the-times-1.865410?utm_source=twitter&utm_medium=website&utm_campaign=share_buttons
[3] https://twitter.com/shefunistudents/status/1177500625455570946
[3] https://www.youtube.com/watch?v=whupinJQOfU

[3] https://twitter.com/brightsider123/status/1178423309500915712
[3] https://www.energylivenews.com/2019/09/27/uks-historic-landscapes-risk-being-severely-damaged-by-changing-climate/
[3] https://www.sheffield.ac.uk/news/nr/university-ranks-top-north-graduate-employment-the-times-1.865410?fbclid=IwAR0qBYXzcsayuo3KFMYvS1l0F3qwujmMpjEhAkYapUYi0XLOuRGuo2WFzbw?utm_source=twitter&utm_medium=website&utm_campaign=share_buttons
[3] https://www.dailymail.co.uk/news/article-7499689/Students-forced-attend-compulsory-lectures-climate-change-University-Sheffield.html
[3] https://www.telegraph.co.uk/news/2019/09/24/sheffield-university-students-attend-compulsory-lectures-climate/
[3] https://www.youtube.com/watch?v=8xgF5p0YgbY&feature=youtu.be


Top URLs in Tweet in G2:
[22] https://sites.google.com/sheffield.ac.uk/sheffield-reproducibility/studentship
[5] https://twitter.com/RoRInstitute/status/1178565330077179904
[4] https://www.digital-science.com/blog/news/research-on-research-institute-rori-launches-today/
[3] http://researchonresearch.org/
[2] http://researchonresearch.org/signup
[1] http://researchonresearch.org/rori-lanches
[1] https://www.timeshighereducation.com/news/provide-alcohol-free-accommodation-care-leavers-says-report
[1] https://twitter.com/Wonkhe/status/1178410374997172224
[1] https://www.timeshighereducation.com/news/research-research-project-aims-tomend-broken-system
[1] https://www.fwf.ac.at/en/news-and-media-relations/news/detail/nid/20190930-2442/?tx_rsmnews_detail[ref]=l&cHash=fa9a593ac32519e4913772e2daff1846

Top URLs in Tweet in G3:
[10] http://www.sysrp.co.uk/pedestrians/
[6] https://www.sheffield.ac.uk/news/nr/biggest-cohort-of-medical-students-university-sheffield-1.866035
[4] https://www.sheffield.ac.uk/news/nr/education-sustainable-development-sheffield-climate-strike-1.865420
[3] https://www.sheffield.ac.uk/news/nr/university-ranks-top-north-graduate-employment-the-times-1.865410
[3] https://www.ecomagazine.com/news/science/surface-melting-causes-antarctic-glaciers-to-slip-faster-towards-the-ocean
[2] https://www.thehindu.com/education/its-a-welcome-move/article29475351.ece
[2] https://sheffieldmakesmusic.group.shef.ac.uk/
[1] https://twitter.com/sheffielduni/status/1178979262575058944
[1] https://metro.co.uk/2019/09/29/how-can-social-media-have-a-less-toxic-effect-on-our-body-image-and-mental-health-10827818/
[1] https://www.thestar.co.uk/whats-on/arts-and-entertainment/video-sheffield-city-centre-turned-stage-universitys-annual-music-festival-637549

Top URLs in Tweet in G4:
[1] https://twitter.com/solidaritymcr/status/1178961212895322112
[1] https://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/S031448/1
[1] https://www.n8research.org.uk/n8-scientists-reveal-early-behaviours-that-best-predict-childs-language-ability/
[1] http://www.dimen.org.uk/for-supervisors/call-for-projects
[1] https://www.britishecologicalsociety.org/making-brexit-work-environment-livelihoods-stakeholder-informed-vision/
[1] https://twitter.com/WYSA1876/status/1177689537948065794
[1] https://twitter.com/cirian75/status/1176938673419501570
[1] https://twitter.com/dermotbrabazon/status/1176415551670947840
[1] https://cibse.force.com/s/lt-event?utm_term=0032000001nA1uhAAC&id=a1E0O00001atFNZUA2&utm_campaign=CIBSE+Yorkshire+Awards+%E2%80%93&utm_medium=email&utm_source=marketingcloud#Awards_Shortlist

Top URLs in Tweet in G5:
[1] https://twitter.com/sheffielduni/status/1177628971359510528

Top URLs in Tweet in G6:
[2] http://siid.group.shef.ac.uk/were-hiring-research-associate-post-now-open-2/
[2] https://timeforgeography.co.uk/videos_list/further-study-opportunities/university-sheffield/
[2] https://twitter.com/sheffielduni/status/1178957909906116608
[1] https://twitter.com/sheffielduni/status/1179021121334763520
[1] https://www.eventbrite.co.uk/e/from-abc-to-phd-decolonising-the-curriculum-in-sheffield-tickets-72358836227?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=estw&utm-source=tw&utm-term=listing
[1] https://twitter.com/sheffielduni/status/1176159092991303682
[1] https://twitter.com/350Africa/status/1177610835407118336
[1] https://hackspace.raspberrypi.org/issues/23
[1] https://www.instagram.com/nafhesaali
[1] https://www.youtube.com/watch?v=gr3yrTX7sks


Top URLs in Tweet in G7:
[11] https://medicalxpress.com/news/2019-09-additional-heart-artery-stenting-future.html
[4] https://eurekalert.org/pub_releases/2019-09/uos-aha092719.php
[4] https://phys.org/news/2019-09-nuclear-piling-dithering-action.html
[1] https://www.sheffield.ac.uk/cbe/news/nanoparticles-used-transport-anti-cancer-agent-cells
[1] https://www.theengineer.co.uk/futurecat-faraday-sheffield-university/#.XZNHpntqASc.twitter
[1] https://theconversation.com/nuclear-waste-is-piling-up-governments-need-to-stop-dithering-and-take-action-123977
[1] https://twitter.com/noddinggoth/status/1178069558399250432

Top URLs in Tweet in G8:
[2] http://www.xinhuanet.com/english/2019-09/29/c_138433396.htm
[1] https://www.youtube.com/watch?v=XGR1H1mu1qQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=SInMwv5m9Vg&feature=youtu.be

[1] https://sites.google.com/sheffield.ac.uk/sheffield-reproducibility/studentship
[1] https://www.huffingtonpost.co.uk/entry/piers-robinson_uk_5cb5d5b5e4b082aab08c953f
[1] https://twitter.com/BangorUcu/status/1177210737208561666

Top URLs in Tweet in G9:
[5] https://veganfestival.co.uk/the-4th-annual-sheffield-vegan-festival/
[4] https://www.ticketmaster.co.uk/loose-sheffield-26-09-2019/event/1F005731F4B58B87
[2] https://liftgrabber.com/sheffield-students-union
[2] https://veganfestival.co.uk/sheffield-vegan-festival-tickets/
[1] https://twitter.com/Nutrition_bio/status/1176299228223565825
[1] https://www.mirror.co.uk/news/uk-news/snowdonia-lake-district-among-uk-20303663
[1] https://www.sheffield.ac.uk/makes-music?fbclid=IwAR3_riEJcmZvU9wT0Nsn1yOtFB3xOi1_BKLUXUHFFoV9tw1FdsF0qe8YbBE
[1] https://twitter.com/kafwood/status/1176724462911315969

Top URLs in Tweet in G10:
[4] https://twitter.com/so_bad_ass/status/1176891688750604289
[1] http://sheffieldmakesmusic.group.shef.ac.uk/yellow-bus/
[1] https://twitter.com/ExposedMagSheff/status/1163833815548289025
[1] https://twitter.com/ShefUniNews/status/1177167060000006145
[1] https://www.sheffield.ac.uk/sustainable-food/home
[1] https://www.lep.co.uk/business/lancashire-tourism-superstar-finalist-2019-professor-vanessa-toulmin-historian-and-chair-of-winter-gardens-theatre-morecambe-1-10020182
[1] https://www.thewebword.co.uk/

Top Domains
Top Domains in Tweet in Entire Graph:
[104] twitter.com
[97] ac.uk
[93] co.uk
[25] google.com
[23] youtube.com
[11] medicalxpress.com
[10] org.uk
[8] researchonresearch.org
[7] nhs.uk
[5] phys.org

Top Domains in Tweet in G1:
[50] ac.uk
[38] twitter.com
[20] co.uk
[11] youtube.com
[5] org.uk
[3] energylivenews.com
[2] facebook.com
[2] google.com
[2] thetab.com
[1] theconversation.com

Top Domains in Tweet in G2:
[22] google.com
[7] researchonresearch.org
[7] twitter.com
[4] digital-science.com
[3] ac.uk
[2] timeshighereducation.com
[1] ac.at
[1] youtube.com
[1] co.uk

Top Domains in Tweet in G3:
[23] ac.uk
[16] twitter.com
[16] co.uk
[5] youtube.com
[3] bit.ly
[3] ecomagazine.com
[2] thehindu.com
[2] unltdbusiness.com
[1] theconversation.com
[1] wonkhe.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] org.uk
[1] ukri.org
[1] britishecologicalsociety.org
[1] force.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[7] twitter.com
[3] co.uk
[2] ac.uk
[1] raspberrypi.org
[1] instagram.com
[1] youtube.com

Top Domains in Tweet in G7:
[11] medicalxpress.com
[4] eurekalert.org
[4] phys.org
[1] ac.uk
[1] co.uk
[1] theconversation.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] youtube.com
[2] xinhuanet.com
[1] google.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G9:
[12] co.uk
[2] twitter.com
[2] liftgrabber.com
[1] ac.uk

Top Domains in Tweet in G10:
[6] twitter.com
[2] ac.uk
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] uss
[43] sheffield
[26] rorilaunch
[22] lab19
[20] bbcmusicday
[20] sheffieldissuper
[19] sheffieldmakesmusic
[17] solar
[15] climatestrike
[14] weareinternational



Top Hashtags in Tweet in G1:
[17] solar
[13] sme
[11] phd
[10] climatestrike
[9] throwbackthursday
[9] ushersyndrome
[8] phdlife
[7] awaitingviva
[4] bbcmusicday
[4] sheffieldmakesmusic

Top Hashtags in Tweet in G2:
[24] rorilaunch
[10] rori
[6] fwf
[4] research
[3] open
[3] diverse
[3] inclusive
[1] eclcm
[1] analytics
[1] bbcmusicday

Top Hashtags in Tweet in G3:
[15] sheffield
[12] weareinternational
[7] sheffieldmakesmusic
[6] bbcmusicday
[6] sheffieldissuper
[6] hedgehogs
[4] freshersweek
[4] glaciers
[4] sea
[4] sheffielduniversity

Top Hashtags in Tweet in G4:
[2] n8research
[2] bmcpalliatcare
[1] blackhistorymonth
[1] tech
[1] october1st
[1] manchester
[1] careers
[1] brexit
[1] openday
[1] borisjohnsonlies

Top Hashtags in Tweet in G6:
[5] internationaldevelopment
[4] rsalatinamerica
[4] dkg2019
[3] geographyteacher
[3] climatestrike
[2] interculturalcommunication
[2] muslim
[1] plastics
[1] rsamontreal
[1] ots

Top Hashtags in Tweet in G7:
[11] shefunilife
[11] heart
[11] stenting
[9] 3dprinting
[7] engineering
[6] introweek
[5] artificialintelligence
[5] additivemanufacturing
[5] womeninstem
[4] apc

Top Hashtags in Tweet in G8:
[43] uss
[2] yesyesyesyes
[1] rt

Top Hashtags in Tweet in G9:
[11] sheffield
[8] sheffieldissuper
[5] climateaction
[4] holmfirthfood
[4] sheffieldstudents
[4] climatestrikesheffield
[4] sheffevents
[2] sheffieldfreshers
[2] bbcmusicday
[2] fargate

Top Hashtags in Tweet in G10:
[5] bbcmusicday
[4] sheffieldmakesmusic
[4] sheffield
[2] popupuniversity
[2] strongwomenscience
[1] shefintro19
[1] medicalstudents
[1] healthandcare
[1] civicuniversity
[1] bbcmusicday2019

Top Words
Top Words in Tweet in Entire Graph:
[2025] Words in Sentiment List#1: Positive
[480] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[47699] Non-categorized Words
[50205] Total Words
[1334] sheffielduni
[516] research
[428] today
[421] rorinstitute
[411] sheffield

Top Words in Tweet in G1:
[434] sheffielduni
[53] new
[50] more
[46] students
[40] sheffield
[40] week
[37] up
[37] great
[35] research
[32] out

Top Words in Tweet in G2:
[412] rorinstitute
[399] research
[397] wellcometrust
[351] launch
[332] today
[327] re
[262] sheffielduni
[193] jameswilsdon
[192] cwtsleiden
[183] institute

Top Words in Tweet in G3:
[193] sheffielduni
[50] students
[41] sheffhallamuni
[35] s
[34] week
[33] sheffieldsu
[31] sheffield
[29] new
[25] student
[24] shefuninews

Top Words in Tweet in G4:
[32] sheffielduni
[12] officialuom
[12] uniofyork
[12] universityleeds
[10] students
[7] salforduni
[7] new
[7] borisjohnson
[7] lborouniversity
[6] uniofnottingham

Top Words in Tweet in G5:
[118] first
[118] lecture
[117] dawisu
[116] privilege
[116] attending
[116] boss
[116] snakande's
[116] yday
[116] sheffield
[116] university

Top Words in Tweet in G6:
[40] sheffielduni
[16] university
[15] research
[15] project
[13] siidgroup
[13] two
[13] nafhesa
[12] post
[12] doc
[12] positions

Top Words in Tweet in G7:
[63] sheffielduni
[29] sheffunieng
[19] first
[19] heart
[16] nuclear
[15] tctshow
[15] today
[15] additional
[15] artery
[15] reduces

Top Words in Tweet in G8:
[76] ucu
[66] sam_marsh101
[59] here's
[58] sh
[46] talk
[45] staff
[43] want
[43] 13
[43] minute
[43] summary

Top Words in Tweet in G9:
[23] sheffielduni
[16] bbcsheffield
[13] shefenvironment
[13] shefflocal
[13] sheffieldstar
[12] xrshef
[12] sheffield_uk
[12] sheffieldsquad
[11] #sheffield
[11] 30

Top Words in Tweet in G10:
[23] sheffielduni
[17] professorvaness
[13] superstar
[12] lancashire
[12] tourism
[12] finalist
[12] 2019
[12] professor
[12] vanessa
[12] toulmin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[274] sheffield,university
[190] sheffielduni,cwtsleiden
[188] research,research
[187] founded,wellcometrust
[187] wellcometrust,sheffielduni
[183] research,institute
[180] today,officially
[180] launch,research
[179] re,thrilled
[179] thrilled,today

Top Word Pairs in Tweet in G1:
[32] sheffieldmbb,sheffielduni
[23] sheffielduni,theamrc
[20] read,more
[19] university,sheffield
[18] find,out
[15] we've,joined
[15] joined,forces
[15] forces,sheffielduni
[15] sheffielduni,capture
[15] capture,data

Top Word Pairs in Tweet in G2:
[190] sheffielduni,cwtsleiden
[187] wellcometrust,sheffielduni
[183] founded,wellcometrust
[179] research,research
[177] research,institute
[175] re,thrilled
[175] thrilled,today
[175] today,officially
[175] officially,launch
[175] launch,research

Top Word Pairs in Tweet in G3:
[21] sheffielduni,sheffhallamuni
[19] sheffielduni,sheffieldsu
[16] heritage,strategy
[11] many,years
[11] years,#weareinternational
[11] #weareinternational,founded
[11] founded,sheffielduni
[11] sheffieldsu,urging
[11] urging,government
[11] government,recognise

Top Word Pairs in Tweet in G4:
[7] universityleeds,sheffielduni
[7] sheffielduni,officialuom
[6] elonmusk,nasa
[6] nasa,nasajpl
[6] nasajpl,spacex
[6] spacex,esa
[6] esa,esaoperations
[6] esaoperations,richardbranson
[6] richardbranson,blueorigin
[6] blueorigin,space_station

Top Word Pairs in Tweet in G5:
[118] first,lecture
[116] privilege,attending
[116] attending,boss
[116] boss,snakande's
[116] snakande's,first
[116] lecture,yday
[116] yday,sheffield
[116] sheffield,university
[116] university,class
[116] class,500

Top Word Pairs in Tweet in G6:
[12] siidgroup,sheffielduni
[12] two,post
[12] post,doc
[12] doc,positions
[11] research,through
[11] through,creative
[11] creative,writing'
[11] writing',youtube
[11] youtube,film
[11] film,ahrc

Top Word Pairs in Tweet in G7:
[15] reduces,risk
[15] risk,future
[15] future,heart
[15] heart,attacks
[15] attacks,sheffielduni
[15] nuclear,waste
[11] additional,#heart
[11] #heart,artery
[11] artery,#stenting
[11] #stenting,reduces

Top Word Pairs in Tweet in G8:
[43] want,13
[43] 13,minute
[43] minute,summary
[43] summary,latest
[43] latest,#uss
[43] #uss,ucu
[43] ucu,balloting
[43] balloting,here's
[43] here's,talk
[43] talk,staff

Top Word Pairs in Tweet in G9:
[12] bbcsheffield,xrshef
[12] shefflocal,sheffield_uk
[12] sheffield_uk,sheffieldsquad
[11] sheffieldstar,shefenvironment
[10] xrshef,sheffieldstar
[10] shefenvironment,shefflocal
[8] sheffieldsquad,sheffielduni
[5] 10,30
[5] 30,16
[5] 16,30

Top Word Pairs in Tweet in G10:
[12] lancashire,tourism
[12] tourism,superstar
[12] superstar,finalist
[12] finalist,2019
[12] 2019,professor
[12] professor,vanessa
[12] vanessa,toulmin
[12] toulmin,historian
[12] historian,chair
[12] chair,winter

Top Replied-To
Top Replied-To in Entire Graph:
@sheffielduni
@jameswilsdon
@cpmarkou
@morris_juliaa
@makepeacehannah
@timvorley
@vicky_b
@willfurnass
@elonmusk
@sam_marsh101

Top Replied-To in G1:
@sheffielduni
@morris_juliaa
@vanbadham
@jonbray76
@j6mes
@danielzuchowsky
@drtobem
@abaloo
@sheffieldgeog
@tweetingfinger

Top Replied-To in G2:
@jameswilsdon
@rorinstitute
@sheffielduni
@mkl4es
@dez_holmes
@beautyquark
@digitalsci
@osusiaprof
@raengnews
@tomstafford

Top Replied-To in G3:
@_fionascott
@keithlilley65
@jadealzuk
@sheffielduni
@shefuninews
@soyosheffield
@savillsbarbers
@shefunistudents
@timsmedley
@timewalkproject

Top Replied-To in G4:
@elonmusk
@guardian
@borisjohnson
@carolinekudzie
@architectureshu
@uoyglobal
@whiterosebxl
@bmc_series
@astonuniversity
@sciencespo_tlse

Top Replied-To in G6:
@uk_2070
@dorotheakleine
@nafhesa

Top Replied-To in G7:
@moghadampeyman
@tuoseee
@mysteriousdrbex
@clairecorkhill

Top Replied-To in G8:
@willfurnass
@sam_marsh101
@simonrushton8
@ucu
@piersrobinson1
@beeswax2017

Top Replied-To in G9:
@jodie_buckenham
@sheffieldvegan
@davidmwalsh_
@sheffieldarena

Top Replied-To in G10:
@olpsheffield
@sarahjubbwant
@professorvaness

Top Mentioned
Top Mentioned in Entire Graph:
@sheffielduni
@rorinstitute
@wellcometrust
@cwtsleiden
@jameswilsdon
@digita
@digital
@dawisu
@snakande
@digitalsci

Top Mentioned in G1:
@sheffielduni
@sheffieldmbb
@theamrc
@ng_eso
@ngcontrolroom
@uk_ie
@thestandpeople
@ryanwdiver
@landscapesheff
@shefhealthspan

Top Mentioned in G2:
@rorinstitute
@wellcometrust
@sheffielduni
@cwtsleiden
@jameswilsdon
@digita
@digital
@digitalsci
@tomstafford
@unileidennews

Top Mentioned in G3:
@sheffielduni
@sheffhallamuni
@sheffieldsu
@shefuninews
@hogfriendly
@sheffieldaps
@sheffieldalumni
@lovemeadowhall
@hallamunion
@sheffunimdh

Top Mentioned in G4:
@sheffielduni
@officialuom
@uniofyork
@universityleeds
@salforduni
@lborouniversity
@uniofnottingham
@nasa
@nasajpl
@spacex

Top Mentioned in G5:
@dawisu
@snakande
@sheffielduni

Top Mentioned in G6:
@sheffielduni
@siidgroup
@nafhesa
@sheffieldgeog
@sallycawood
@regstud
@sheffieldchem
@timeforgeog
@lesarsa
@cideruniandes

Top Mentioned in G7:
@sheffielduni
@sheffunieng
@tctshow
@selasheffield
@clairecorkhill
@formlabs
@nejm
@shefuninews
@shefacse
@msesheffield

Top Mentioned in G8:
@ucu
@sam_marsh101
@sh
@sheffielduni
@rorfitelli
@xhnews
@sheffielducu
@willfurnass
@rosannaalice
@tomstafford

Top Mentioned in G9:
@sheffielduni
@bbcsheffield
@shefenvironment
@shefflocal
@sheffieldstar
@xrshef
@sheffield_uk
@sheffieldsquad
@sheffieldvegan
@maktok_uk

Top Mentioned in G10:
@sheffielduni
@professorvaness
@shefuniimpact
@susfoodshef
@prsfoundation
@yorkshire_forum
@liomusicoff
@unclimatesummit
@theatrestrust
@lancastercc

Top Tweeters
Top Tweeters in Entire Graph:
@yuuji_k1
@scarfizal
@atsocialmediauk
@independent
@sheffieldis
@guardian
@dailymirror
@rentonmagauk
@bolajuade
@mstepczyk

Top Tweeters in G1:
@independent
@mailonline
@lanct22
@dazza70smith
@pippaprice3
@tsarina_muna
@vanbadham
@thetimes
@academicchatter
@iamhamesh

Top Tweeters in G2:
@jchrispires
@maelorin
@drdaveobrien
@protohedgehog
@timeshighered
@rokewood
@bpsofficial
@biomickwatson
@smithbarryc
@jeremyfarrar

Top Tweeters in G3:
@atsocialmediauk
@sheffieldis
@ifindinternship
@timewalkproject
@tinytiernan
@pakisrights
@helpsheffield
@mariomaker2_rt
@boardgameacad
@tigerrector

Top Tweeters in G4:
@guardian
@dmuleicester
@nationalexpress
@nnedi
@un
@nasa
@gorskon
@hub_resource
@lborouniversity
@robweaverwm

Top Tweeters in G5:
@scarfizal
@bolajuade
@dawisu
@makintamie
@iamswaga01
@jishaq1
@dangiabbas
@abubakar47i
@ahmad_ysf
@fvggve

Top Tweeters in G6:
@margymaclibrary
@muhalefetserhi
@drhelenkara
@jenwilliamsmen
@suejohngwl
@mcgillu
@uninorteco
@suzanneculshaw
@womenslibrary
@uofglasgow

Top Tweeters in G7:
@mstepczyk
@physorg_health
@femtech_
@physorg_com
@conversationuk
@drdavidwarriner
@mveg001
@medical_xpress
@letsfaceitcare
@serrgv

Top Tweeters in G8:
@yuuji_k1
@arturoreyes_c
@milou1st
@xhnews
@inigoirizar
@stefansart
@gph866
@drjogrady
@officialwalexy
@im_pulse

Top Tweeters in G9:
@dailymirror
@ocado
@sheffieldstar
@leadmill
@swfc
@sheffieldarena
@sheffieldunited
@sheffcouncil
@o2academysheff
@nutritionnetwor

Top Tweeters in G10:
@reverend_makers
@tickledtrout517
@ourcowmolly
@porlcooper
@fairarchives
@morecambeandart
@davidjarratt1
@so_bad_ass
@_erica_lewis
@professorvaness