#Twitterstorians, Twitter, 8/15/2022 5:49:00 PM, 280126


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#Twitterstorians_2022-08-15_07-30-01.xlsx
#Twitterstorians_2022-08-15_07-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
#Twitterstorians via NodeXL https://bit.ly/3JXkiWz
@cliovis
@drmmacleod
@nellstra
@royalhistsoc
@ehchalus
@tejnagaraja
@pastpresentsoc
@kathleen_belew
@araujohistorian
@jeff_davis1808

Top hashtags:
#twitterstorians
#history
#ushistory
#onthisday
#politics

Description:
Description
The graph represents a network of 5,405 Twitter users whose tweets in the requested range contained "#Twitterstorians", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 August 2022 at 14:36 UTC.

The requested start date was Monday, 15 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 30-minute period from Monday, 01 August 2022 at 08:29 UTC to Sunday, 14 August 2022 at 23:00 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 : 5405
Unique Edges : 2514
Edges With Duplicates : 12597
Total Edges : 15111
Number of Edge Types : 5
Retweet : 5753
MentionsInRetweet : 6960
Replies to : 36
Mentions : 1047
Tweet : 1315
Self-Loops : 1441
Reciprocated Vertex Pair Ratio : 0.0299305957200694
Reciprocated Edge Ratio : 0.0581215779868033
Connected Components : 381
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 4550
Maximum Edges in a Connected Component : 13720
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.015597
Graph Density : 0.000243866365477041
Modularity : 0.431364
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 5,405 Twitter users whose tweets in the requested range contained "#Twitterstorians", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 August 2022 at 14:36 UTC.

The requested start date was Monday, 15 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 30-minute period from Monday, 01 August 2022 at 08:29 UTC to Sunday, 14 August 2022 at 23:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #Twitterstorians
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[122] https://cdn.aaihs.org/wp-content/uploads/2022/07/AAIHS_JobAd_Cornell_July-2022-1.pdf
[22] https://royalhistsoc.org/rhs-masters-scholarships-supporting-students-currently-underrepresented-in-academic-history/
[20] http://memorydaycalendar.blogspot.com/p/august-nominees.html
[16] https://academic.oup.com/past/issue/256/1
[13] https://www.history-uk.ac.uk/projects/trends-in-history/
[11] https://blog.history.ac.uk/2022/08/call-for-section-editors-bibliography-of-british-and-irish-history-bbih-2/
[11] https://williamgpooley.wordpress.com/2022/07/27/cursed-feelings/
[10] https://aspectsofhistory.com/
[10] https://www.youtube.com/watch?v=fUYSaHp9rO4&feature=youtu.be

[8] https://www.professorbuzzkill.com/vikings-didnt-wear-hornet-helmets/

Top URLs in Tweet in G2:
[4] https://www.gilderlehrman.org/bookbreaks
[3] https://cdn.aaihs.org/wp-content/uploads/2022/07/AAIHS_JobAd_Cornell_July-2022-1.pdf
[2] https://chroniclingamerica.loc.gov/
[2] https://twitter.com/nellstra/status/1553929717773832192
[2] http://commonplace.online/article/bad-money-and-the-chemical-arts-in-colonial-america/
[2] https://www.westernhistory.org/WHAGSC-Elections
[1] https://scholarworks.lib.csusb.edu/colton-history/
[1] https://twitter.com/rachelgnew/status/1554127462107332608
[1] https://twitter.com/agm1783/status/1554152947964977152
[1] https://www.american-religion.org/announcements

Top URLs in Tweet in G3:
[16] https://royalhistsoc.org/rhs-masters-scholarships-supporting-students-currently-underrepresented-in-academic-history/
[12] https://www.history-uk.ac.uk/projects/trends-in-history/
[9] https://blog.history.ac.uk/2022/08/call-for-section-editors-bibliography-of-british-and-irish-history-bbih-2/
[5] https://www.epoch-magazine.com/submit
[4] https://royalhistsoc.org/grant-deadlines-for-early-career-historians-1-september-2022/
[3] https://www.jobs.ac.uk/job/CSH503/area-leader-in-history#.YvNjY_32avk.twitter
[3] https://www.jobs.ac.uk/job/CSC771/full-professorship-in-history
[2] https://www.history-uk.ac.uk/2022/08/03/2022-academic-job-boot-camp/
[2] https://royalhistsoc.org/society-launches-masters-scholarships-for-students-underrepresented-in-academic-history/
[2] https://www.jobs.ac.uk/job/CSC180/subject-advisor-history

Top URLs in Tweet in G4:
[19] http://memorydaycalendar.blogspot.com/p/august-nominees.html
[7] http://memorydaycalendar.blogspot.com/p/august-nominees.html?m=1
[4] https://s-usih.org/2022/08/remembering-paul-conkin/
[4] https://cdn.aaihs.org/wp-content/uploads/2022/07/AAIHS_JobAd_Cornell_July-2022-1.pdf
[3] https://theautry.org/events/lectures-and-workshops/book-talk-west-slavery-southern-dream-transcontinental-empire
[2] https://realestate.boston.com/buying/2022/07/18/listed-margaret-fullers-cambridge-home/
[2] https://kansaspress.ku.edu/
[2] https://nyupress.org/9781479813940/public-faces-secret-lives/
[2] http://www.newenglandhistorians.org/2022/05/call-for-papers-fall-2022-meeting/
[1] http://americanstudier.blogspot.com/2022/08/august-10-2022-birthday-bests-2012-2013.html

Top URLs in Tweet in G5:
[103] https://cdn.aaihs.org/wp-content/uploads/2022/07/AAIHS_JobAd_Cornell_July-2022-1.pdf
[1] https://oxears.org/2022/08/10/call-for-papers-2022-23/
[1] http://cup.columbia.edu/book/ideology-in-u-s-foreign-relations/9780231201810
[1] https://cassandragoodhistorian.com/2022/08/08/teaching-southern-history-through-myths/
[1] https://twitter.com/SchomburgCenter/status/1558084638530158592
[1] https://twitter.com/LibraryJournal/status/1555241326148554752
[1] https://www.publishersweekly.com/9781541600744
[1] https://twitter.com/EliOAnders/status/1458443975472332805
[1] https://www.portal-militaergeschichte.de/sites/default/files/Dok%26Postdok_Workshop.pdf
[1] https://hatfulofhistory.wordpress.com/radical-online-collections-and-archives/

Top URLs in Tweet in G6:
[2] https://juandiaz500.blogspot.com/2022/08/china-ha-anunciado-que-seguira-hasta-el.html?spref=tw
[1] https://sjmuseum.wordpress.com/2022/07/29/bookmarks-past-and-present/
[1] https://instagram.com/disabilityhistorysnapshots
[1] https://www.foxnews.com/us/massachusetts-last-known-salem-witch-exonerated-320-years-later
[1] https://www.youtube.com/watch?app=desktop&v=ZROgHDZbOTk
[1] https://twitter.com/agm1783/status/1554152947964977152
[1] https://twitter.com/loubell/status/1554424485427744768
[1] https://twitter.com/drjohnaeharris/status/1554136546311376897
[1] https://twitter.com/sdietzmd/status/1554434369896550401
[1] https://popularhistorybooks.com/posts/announcements/2022-08-01-post-new_history_books/

Top URLs in Tweet in G7:
[2] https://academic.oup.com/past/issue/256/1
[2] https://jmjafrx.substack.com/p/research-haul-for-black-august?r=1hyhhd&s=r&utm_campaign=post&utm_medium=email
[2] https://wordandway.org/2022/08/04/thomas-lecaque-on-apocalyptic-religion-political-violence/
[2] https://www.uapress.com/product/lynching-and-leisure/
[1] https://royalhistsoc.org/rhs-masters-scholarships-supporting-students-currently-underrepresented-in-academic-history/
[1] https://cdn.aaihs.org/wp-content/uploads/2022/07/AAIHS_JobAd_Cornell_July-2022-1.pdf
[1] https://www.amazon.fr/LAfrique-monde-histoires-Fran%C3%A7ois-Xavier-Fauvelle/dp/2348068230/
[1] https://www.amazon.com/rastro-Marfim-circula%C3%A7%C3%A3o-atl%C3%A2ntico-Portuguese-ebook/dp/B0B44ZGWGB
[1] https://www.dw.com/en/africa-revives-push-for-colonial-era-reparations/a-62710366
[1] https://twitter.com/isabellemgs75/status/1555882682067869697

Top URLs in Tweet in G8:
[7] https://www.rensoc.org.uk/event/london-and-londoners-1500-1720-2/
[2] https://www.locatinglegacies.org/2022-symposium
[2] https://docs.google.com/spreadsheets/d/1XzWosokUhhhrfglOXyS1adFA2jXZiM92-3rMNW3p9zc/edit?usp=sharing
[1] https://memorients.com/events/cfp-sacred-places-and-secular-spaces-in-the-early-modern-world
[1] https://memorients.com/events/training-school-paper-in-motion-restoration-conservation-transmediation
[1] https://memorients.com/events/institutional-inequity-access-to-colonial-institutions-in-early-modern-port-cities
[1] https://memorients.com/events/cfp-material-agency-early-modern-perspectives
[1] https://memorients.com/events/webinar-series-anti-racist-shakespeare
[1] https://memorients.com/events/conference-london-and-londoners-1500-1720
[1] https://memorients.com/join

Top URLs in Tweet in G9:
[14] https://academic.oup.com/past/issue/256/1
[5] https://jessicamdewitt.com/2022/08/14/people-climate-will/
[4] https://jessicamdewitt.com/2022/08/08/que-para-ouro/
[3] https://academic.oup.com/past/article/256/1/239/6491207
[3] https://academic.oup.com/past/article/256/1/325/6658530
[2] https://jessicamdewitt.com/2022/07/31/species-google-scholar/
[2] https://academic.oup.com/past/article/255/1/87/6432511
[2] https://academic.oup.com/past/article/256/1/283/6545971
[2] https://academic.oup.com/past/article/256/1/87/6491208
[2] https://twitter.com/ianmilligan1/status/1555543330817286144

Top URLs in Tweet in G10:
[8] https://www.professorbuzzkill.com/vikings-didnt-wear-hornet-helmets/
[5] https://thebhc.org/emerging-scholars
[4] https://www.professorbuzzkill.com/
[3] https://twitter.com/CarlaNappi/status/1557169031085539329
[3] https://www.spreaker.com/user/16373114/3-year-old-chimney-sweep-mixdown
[3] https://www.amazon.co.uk/Mind-Flip-Struggling-College-Deserve-ebook/dp/B09TTM6TFW
[2] https://twitter.com/vernonburton1/status/1557857722560720896
[2] https://www.spreaker.com/user/16373114/vernon-burton-justice-deferred-mixdown
[2] https://www.staticwinds.com/products/the-grail-diary-indiana-jones-fan-made-prop-replica?utm_source=ig&utm_medium=Instagram_Feed&utm_campaign=23851421990740413&utm_term=23851421990720413&utm_content=23851421990730413&fbclid=PAAaZ6ef0FNN6z8XPf48pH52Vbxjec3PrsOVUA9C20JMYko_Y532QOPzsr-Ys_aem_AdkVO1o6SNIXzgktCpBrH66LpYFDVjGZQRQ3tKlwDNbhr4pjjMV0Jmj24a7L9rfrTn0fUWAZTOkC5Rxs-2u53tWEDfzcMe430bs4ooS7eNky2Y-z0DNGApAwpGcg5kSiY8A
[2] https://twitter.com/jessicabmanor/status/1555964859518427136

Top Domains
Top Domains in Tweet in Entire Graph:
[343] twitter.com
[125] aaihs.org
[112] reddit.com
[93] ac.uk
[89] blogspot.com
[46] oup.com
[37] royalhistsoc.org
[32] youtube.com
[30] co.uk
[22] aspectsofhistory.com

Top Domains in Tweet in G2:
[24] twitter.com
[7] commonplace.online
[4] gilderlehrman.org
[3] aaihs.org
[3] westernhistory.org
[2] loc.gov
[2] thesha.org
[2] tiktok.com
[2] cha-shc.ca
[1] csusb.edu

Top Domains in Tweet in G3:
[69] ac.uk
[31] royalhistsoc.org
[28] twitter.com
[6] epoch-magazine.com
[3] co.uk
[2] archive.org
[2] sagepub.com
[1] smapply.io
[1] eventbrite.com
[1] boydellandbrewer.com

Top Domains in Tweet in G4:
[32] blogspot.com
[17] twitter.com
[7] s-usih.org
[6] aaihs.org
[3] theautry.org
[2] boston.com
[2] youtube.com
[2] ku.edu
[2] nyupress.org
[2] oah.org

Top Domains in Tweet in G5:
[103] aaihs.org
[10] twitter.com
[1] oxears.org
[1] columbia.edu
[1] cassandragoodhistorian.com
[1] publishersweekly.com
[1] portal-militaergeschichte.de
[1] wordpress.com
[1] ac.uk
[1] h-net.org

Top Domains in Tweet in G6:
[34] twitter.com
[4] co.uk
[3] youtube.com
[3] blogspot.com
[2] utpjournals.press
[2] berkeley.edu
[2] civilwarmonitor.com
[1] wordpress.com
[1] instagram.com
[1] foxnews.com

Top Domains in Tweet in G7:
[12] twitter.com
[3] substack.com
[2] oup.com
[2] amazon.com
[2] wordandway.org
[2] uapress.com
[1] royalhistsoc.org
[1] aaihs.org
[1] amazon.fr
[1] dw.com

Top Domains in Tweet in G8:
[10] memorients.com
[10] twitter.com
[10] org.uk
[4] cambridge.org
[4] ac.uk
[2] locatinglegacies.org
[2] google.com
[1] oup.com
[1] h-net.org
[1] co.uk

Top Domains in Tweet in G9:
[38] oup.com
[11] jessicamdewitt.com
[9] twitter.com
[3] ac.uk
[2] wiley.com
[1] theconversation.com
[1] science.org
[1] taylorfrancis.com
[1] thebhc.org
[1] historyfirst.com

Top Domains in Tweet in G10:
[25] twitter.com
[12] professorbuzzkill.com
[6] spreaker.com
[6] thebhc.org
[5] co.uk
[2] staticwinds.com
[2] agevorkyan.com
[2] owlstown.net
[2] theguardian.com
[2] gofundme.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4144] twitterstorians
[633] history
[99] ushistory
[87] onthisday
[65] politics
[63] americanhistory
[60] academictwitter
[57] medievaltwitter
[54] olympiageiselnahme72
[53] earlymodern



Top Hashtags in Tweet in G1:
[660] twitterstorians

Top Hashtags in Tweet in G2:
[565] twitterstorians
[22] bookbreaks
[19] commonplace
[9] cdnhist
[9] historymatters
[8] vastearlyamerica
[6] sschat
[5] amrel
[4] americanhistory
[4] sfhs2023

Top Hashtags in Tweet in G3:
[249] twitterstorians
[38] eighteenth
[38] politics
[26] history
[26] bbih
[11] onhistoy
[9] identity
[8] onthisday
[8] pietergeyl
[6] jobsacuk

Top Hashtags in Tweet in G4:
[236] twitterstorians
[44] academicfreedom
[38] usih
[21] ahaperspectives
[12] syllabus
[11] literature
[11] amwriting
[11] history
[10] mastersofhealth
[9] nagasakiday

Top Hashtags in Tweet in G5:
[129] twitterstorians
[9] history
[8] environmentalism
[5] histmed
[5] covid19
[5] epidemicsandsociety
[3] thethirdreconstruction
[3] arthistory
[2] workshop
[2] architecture

Top Hashtags in Tweet in G6:
[236] twitterstorians
[25] history
[6] academictwitter
[6] research
[5] ushistory
[5] ww2
[4] twitter
[4] amwriting
[4] names
[3] medievaltwitter

Top Hashtags in Tweet in G7:
[108] twitterstorians
[33] slaveryarchive
[10] history
[5] reparations
[4] blktwitterstorians
[2] olympiageiselnahme72
[2] thegift
[2] now
[1] mastersofhealth
[1] animperialhomeland

Top Hashtags in Tweet in G8:
[118] twitterstorians
[23] publication
[17] earlymoderntwitter
[15] castles
[13] earlymodernevents
[13] earlymodern
[12] history
[12] witchcraft
[11] medievaltwitter
[9] medievalevents

Top Hashtags in Tweet in G9:
[90] twitterstorians
[22] histmed
[19] socialhistory
[14] culturalhistory
[12] openaccess
[11] envhist
[10] envhum
[8] history
[8] earlymodern
[4] econhist

Top Hashtags in Tweet in G10:
[182] twitterstorians
[60] history
[24] academictwitter
[9] phdchat
[8] vikings
[8] education
[8] academicchatter
[7] econtwitter
[6] hatm
[5] students

Top Words
Top Words in Tweet in Entire Graph:
[4124] #twitterstorians
[920] history
[741] need
[674] shirt
[672] drmmacleod
[633] #history
[556] thread
[474] nellstra
[474] free
[448] historians

Top Words in Tweet in G1:
[660] need
[660] shirt
[660] #twitterstorians
[659] drmmacleod
[2] applications

Top Words in Tweet in G2:
[565] #twitterstorians
[381] nellstra
[361] thread
[252] free
[244] united
[243] newspapers
[242] states
[242] resources
[241] open
[241] access

Top Words in Tweet in G3:
[346] royalhistsoc
[232] #twitterstorians
[223] historians
[144] history
[124] research
[108] britain
[102] working
[99] recent
[96] century
[88] year

Top Words in Tweet in G4:
[236] #twitterstorians
[61] history
[55] series
[48] excited
[48] announce
[46] ideas_history
[46] called
[45] day
[44] diadamico
[44] madebyhistory

Top Words in Tweet in G5:
[134] history
[128] #twitterstorians
[114] job
[110] historian
[108] university
[104] hiring
[104] school
[103] cornell
[103] ilr
[103] academic

Top Words in Tweet in G6:
[235] #twitterstorians
[25] anyone
[25] #history
[25] history
[15] read
[14] know
[14] more
[12] article
[11] book
[10] first

Top Words in Tweet in G7:
[109] araujohistorian
[108] #twitterstorians
[58] cite
[53] work
[46] slavery
[40] join
[37] book
[36] history
[33] #slaveryarchive
[32] jmjafrx

Top Words in Tweet in G8:
[118] #twitterstorians
[56] early
[54] modern
[42] online
[40] works
[32] print
[32] lubaabanama
[31] friends
[31] written
[31] anything

Top Words in Tweet in G9:
[90] #twitterstorians
[53] history
[33] pastpresentsoc
[32] issue
[27] ghilondon
[27] anne
[26] date
[25] save
[25] join
[25] virtually

Top Words in Tweet in G10:
[182] #twitterstorians
[60] #history
[32] book
[28] buzzkillprof
[27] ivanatucak
[25] listen
[24] #academictwitter
[24] history
[18] please
[17] richardtoye

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[674] need,shirt
[674] shirt,#twitterstorians
[672] drmmacleod,need
[368] open,access
[342] nellstra,#twitterstorians
[313] united,states
[288] #history,#twitterstorians
[284] free,open
[283] #twitterstorians,united
[283] states,thread

Top Word Pairs in Tweet in G1:
[660] need,shirt
[660] shirt,#twitterstorians
[659] drmmacleod,need

Top Word Pairs in Tweet in G2:
[285] nellstra,#twitterstorians
[242] united,states
[241] #twitterstorians,united
[241] states,thread
[241] thread,free
[241] free,open
[241] open,access
[241] access,resources
[241] resources,newspapers
[116] #twitterstorians,dissertation

Top Word Pairs in Tweet in G3:
[83] calling,historians
[83] historians,c20th
[83] c20th,contemporary
[83] contemporary,britain
[83] britain,year
[83] year,ra
[83] ra,manchester
[83] manchester,working
[83] working,colleagues
[82] historyhannahb,calling

Top Word Pairs in Tweet in G4:
[48] excited,announce
[44] announce,madebyhistory
[44] madebyhistory,washingtonpost
[44] washingtonpost,series
[44] series,sponsored
[44] sponsored,penamerica
[44] penamerica,#academicfreedom
[44] #academicfreedom,called
[43] diadamico,excited
[39] called,freedoâ

Top Word Pairs in Tweet in G5:
[103] hiring,historian
[103] historian,cornell
[103] cornell,university
[103] university,ilr
[103] ilr,school
[103] school,academic
[103] academic,job
[103] job,ad
[103] ad,history
[102] tejnagaraja,hiring

Top Word Pairs in Tweet in G6:
[10] #twitterstorians,#history
[8] #twitterstorians,anyone
[5] #history,#twitterstorians
[4] #twitterstorians,favorite
[4] #amwriting,#twitterstorians
[4] anyone,know
[4] history,majors
[3] #twitterstorians,know
[3] #academictwitter,#twitterstorians
[3] ok,#twitterstorians

Top Word Pairs in Tweet in G7:
[29] cite,yourself
[29] yourself,cite
[29] cite,friend
[29] friend,season
[29] season,doing
[29] doing,work
[29] work,textual
[29] textual,ephemera
[29] ephemera,marginalia
[29] marginalia,pen

Top Word Pairs in Tweet in G8:
[54] early,modern
[31] friends,written
[31] written,anything
[31] anything,early
[31] modern,playwright
[31] playwright,john
[31] john,fletcher
[31] fletcher,works
[31] works,hear
[30] lubaabanama,friends

Top Word Pairs in Tweet in G9:
[25] save,date
[25] date,join
[25] join,virtually
[25] virtually,keynote
[25] keynote,lecture
[25] lecture,anne
[25] anne,gerritsen
[25] gerritsen,gerritsen_anne
[25] gerritsen_anne,'serges
[25] 'serges,shagreen

Top Word Pairs in Tweet in G10:
[44] #history,#twitterstorians
[13] public,history
[13] history,work
[13] work,impresses
[13] impresses,inspires
[13] inspires,#twitterstorians
[12] historianâ,public
[11] horned,helmets
[11] magic,helmet
[11] criticisms,guised

Top Replied-To
Top Replied-To in Entire Graph:
@williame1863
@confedquarrels
@blackjaklogan
@seanpwest
@sylviabso
@governorva
@twitter
@msteinerhistory
@megankatenelson
@bradinsalem

Top Replied-To in G2:
@nellstra

Top Replied-To in G3:
@winchesterhist
@t2m_association
@yourstmarys

Top Replied-To in G4:
@megankatenelson
@bradinsalem
@msteinerhistory

Top Replied-To in G5:
@jlms_qkw
@openacademics

Top Replied-To in G8:
@hoyer_kat

Top Replied-To in G9:
@webertweets
@red_loeb

Top Replied-To in G10:
@sylviabso
@seanpwest

Top Mentioned
Top Mentioned in Entire Graph:
@drmmacleod
@nellstra
@royalhistsoc
@jeff_davis1808
@georgianlords
@ivanatucak
@araujohistorian
@tejnagaraja
@ehchalus
@kathleen_belew

Top Mentioned in G1:
@drmmacleod
@historylabplus

Top Mentioned in G2:
@nellstra
@gilder_lehrman
@commonplacejrnl
@phdrachel
@jordanpeele
@hangryhistorian
@whagrads
@sarahidalgo
@jnthnwwlsn
@cndhistassoc

Top Mentioned in G3:
@royalhistsoc
@historyhannahb
@history_uk
@ehchalus
@simpep
@georgianlords
@ihr_history
@lmurtezaoglu
@rwldproject
@ihrhistorylab

Top Mentioned in G4:
@ideas_history
@diadamico
@madebyhistory
@washingtonpost
@penamerica
@americanstudier
@nellstra
@hollyguise
@1gillianfrank1
@vwidgeon

Top Mentioned in G5:
@tejnagaraja
@cassagood
@nellstra
@oxfordears
@penieljoseph
@olivetteotele
@rothmanistan
@basicbooks
@cmcknichols
@araujohistorian

Top Mentioned in G6:
@16csociety
@champlainsoc
@mucca_05
@juandiaz50
@devoretext

Top Mentioned in G7:
@araujohistorian
@jmjafrx
@theinstitutecp
@tlecaque
@bloomsburyhist
@y__barragan
@wordandway
@angelaalonso115
@a_l_baumgartner
@tijanbosal

Top Mentioned in G8:
@lubaabanama
@memorients
@historycarys
@_drsang
@imc_leeds
@thecastleexpert
@richardjansell
@srsrensoc
@sharonmleon
@kirsanovtony

Top Mentioned in G9:
@pastpresentsoc
@ghilondon
@gerritsen_anne
@monicamedhist
@katieebarclay
@parlhistjournal
@uwapress
@_jay_turner
@almuthebke
@jessicamdewitt

Top Mentioned in G10:
@buzzkillprof
@ivanatucak
@richardtoye
@bordergroves
@cgwinn64
@vernonburton1
@warrendockter
@hc_richardson
@nellstra
@thebhcnews

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@nblackthorne
@cobaltmale
@bella623
@moonbootica
@serendipitysays
@lizditz
@chrisbrey1
@derekjohnbryant
@russelltim151

Top Tweeters in G1:
@aluizcosta
@hackneywick
@bonassoli
@scratchinpro
@potentash
@juliecuninghame
@aspeed
@ppiixx
@sashasimic
@robbychu

Top Tweeters in G2:
@gadflyquebec
@ronsupportsyou
@hapkidogal
@blerdmommy
@omyword
@mandahl
@mykidsmombb8
@vicenquintero
@jameswithers3
@pr0gressivist

Top Tweeters in G3:
@fleming77
@ghofmar
@ianpatterson99
@armyofwomack
@learnteachwin
@umlandandreas
@doctorwarmflash
@jeffreyjdean
@ehchalus
@magpie839

Top Tweeters in G4:
@cnbsnana
@walkerdl
@washingtonpost
@semilocon
@juliettetorrez
@notingshaw
@harveyjkaye
@ellak96
@kaibutsu
@thewaywithanoa

Top Tweeters in G5:
@punjabirooh
@a22523
@jlms_qkw
@leckerc
@jeffjarvis
@gastrogeorge
@philbc3
@kidadaewilliams
@david_flood
@kittehpuprose

Top Tweeters in G6:
@juandiaz50
@mickeyjohnson07
@arash_tehran
@mariemyungoklee
@lke73_historian
@gode_fridus
@insurrecta
@drgtrombone
@drsepinwall
@jayweixelbaum

Top Tweeters in G7:
@lizditz
@eilonwy24
@carolymorrisse1
@calrtipper
@dazyjane410
@boovay7
@daviddark
@afronola
@bugjudy
@ange_patricia

Top Tweeters in G8:
@ant1988
@rdgresident
@amaenad
@t3dy
@johngillibrand
@tabularius
@matteozenatti
@sarahchurchwell
@aliy47
@jembloomfield

Top Tweeters in G9:
@nolnolnol
@gabe55gabe
@desselebrada
@conviction19c
@taggthewanderer
@themedievaldrk
@perpaduanmelayu
@ariana_erbon
@libitina2
@almay292

Top Tweeters in G10:
@education_24x7
@janrobinjackson
@dominos
@joke2power
@mattlabor
@kijomba1
@victor_asal
@martinshovel
@margot__pi
@michael91693258