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#Twitterstorians_2021-09-20_06-59-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
#Twitterstorians via NodeXL https://bit.ly/3CoUFc0
@cliovis
@ahahistorians
@culturedmodesty
@analuciaraujo_
@dr_c_thompson
@evanishistory
@tweetistorian
@nellstra
@georgianlords
@ehchalus

Top hashtags:
#twitterstorians
#history
#delhi
#medievaltwitter
#slaveryarchive

Description:
Description
The graph represents a network of 5,135 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, 20 September 2021 at 14:09 UTC.

The requested start date was Monday, 20 September 2021 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 11-day, 3-hour, 53-minute period from Wednesday, 08 September 2021 at 20:07 UTC to Monday, 20 September 2021 at 00:00 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 : 5135
Unique Edges : 3112
Edges With Duplicates : 12389
Total Edges : 15501
Number of Edge Types : 5
Tweet : 1482
Mentions : 1479
Retweet : 5452
MentionsInRetweet : 7033
Replies to : 55
Self-Loops : 1571
Reciprocated Vertex Pair Ratio : 0.0372236216064931
Reciprocated Edge Ratio : 0.0717754991905019
Connected Components : 373
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 4284
Maximum Edges in a Connected Component : 14213
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.176279
Graph Density : 0.000281150654191144
Modularity : 0.424322
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,135 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, 20 September 2021 at 14:09 UTC.

The requested start date was Monday, 20 September 2021 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 11-day, 3-hour, 53-minute period from Wednesday, 08 September 2021 at 20:07 UTC to Monday, 20 September 2021 at 00:00 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:
[62] https://www.youtube.com/watch?v=rVjF-ZBoGoI&feature=youtu.be

[46] https://royalhistsoc.org/editorial-board-new-historical-perspectives-book-series/
[26] https://www.youtube.com/watch?v=kHLFvETeFh8&feature=youtu.be

[21] https://www.trybooking.com/events/landing?eid=594547
[16] https://www.youtube.com/watch?v=F1OCU3pF6EA&feature=youtu.be

[12] https://www.una.edu/
[10] https://nsarchive.gwu.edu/briefing-book/chile/2021-09-10/australian-spies-aided-and-abetted-cia-chile
[10] https://global.oup.com/academic/product/careers-for-history-majors-9780872291348?lang=en&cc=us
[9] http://memorydaycalendar.blogspot.com/p/september-nominees.html
[9] https://www.aaihs.org/aaihs2022-call-for-papers-a-virtual-conference/

Top URLs in Tweet in G1:
[10] https://www.una.edu/
[9] https://www.aaihs.org/aaihs2022-call-for-papers-a-virtual-conference/
[9] http://memorydaycalendar.blogspot.com/p/september-nominees.html
[6] https://benfranklinsworld.com/episode-311-religion-and-the-american-revolution/
[4] https://currentpub.com/2021/09/08/vaccine-mandates-are-very-american/
[3] https://calisphere.org/collections/14614/
[3] https://cwm.zoom.us/j/97733006102
[3] https://shows.acast.com/gildedageandprogressiveera/episodes/the-last-flu
[3] https://www.cambridge.org/core/journals/historical-journal/article/abs/salt-and-sovereignty-in-colonial-burma/AEE6FC4EE94DCBCF4A42B200DEF62565?utm_source=hootsuite&utm_medium=twitter&utm_campaign=HEA_History_HIS_Media_Sep21_IOC
[2] https://twitter.com/Amy_Fallas/status/1438187778458726400

Top URLs in Tweet in G2:
[43] https://royalhistsoc.org/editorial-board-new-historical-perspectives-book-series/
[7] https://www.jobs.ac.uk/job/CJA326/research-fellow-m-f-d
[4] https://www.youtube.com/playlist?list=PLWYl5WXUXpoXyVqmBKZ3DOb6_6NGvvKPr

[3] https://www.sas.ac.uk/publications/children%e2%80%99s-experiences-welfare-modern-britain
[3] https://www.jobs.ac.uk/job/CIC264/tenure-track-position-in-history
[3] https://www.youtube.com/watch?v=hwiR3dz4Wg8

[2] https://www.sas.ac.uk/publications/ties-bind
[2] https://www.jobs.ac.uk/job/CIW379/part-time-tutor-local-and-social-history
[2] https://www.jobs.ac.uk/job/CJE659/lecturer-in-modern-japanese-history?uuid=5c9e1c7b-1763-11ec-949d-064da8edb92a&campaign=jbe20210917&source=jbe
[2] https://www.liverpool.ac.uk/history/events/bath250-conference/

Top URLs in Tweet in G3:
[10] https://global.oup.com/academic/product/careers-for-history-majors-9780872291348?lang=en&cc=us
[9] https://www.historians.org/about-aha-and-membership/affiliated-societies/affiliate-dissertation-prizes
[9] https://www.historians.org/racist-violence-resources
[8] https://www.historians.org/news-and-advocacy/calendar/add-a-calendar-item
[7] https://www.historians.org/publications-and-directories/remote-teaching-resources
[5] https://www.historians.org/teaching-and-learning/teaching-resources-for-historians/classroom-materials
[5] https://www.historians.org/annual-meeting/resources-and-guides/undergraduates-at-the-meeting/undergraduate-lightning-round
[5] https://directory.libsyn.com/shows/view/id/ahrinterview
[5] https://docs.google.com/a/historians.org/forms/d/e/1FAIpQLScLhmUNn9N1bOw-qWp1c9MUt_a47qjaMge6DJH6pvsFyiUQWA/viewform?c=0&w=1
[4] https://www.historians.org/teaching-and-learning/teaching-resources-for-historians/approaches-to-teaching/teaching-and-learning-video-resources

Top URLs in Tweet in G4:
[3] https://academic.oup.com/past/article/252/1/101/6294529
[2] https://www.columbiahistoryjournal.com/
[2] https://royalsociety.org/blog/2021/09/disputed-sound-of-the-aurora-borealis-winner-notes-and-records-essay-award-2021/
[2] https://twitter.com/therealcaitjan/status/1438469901895798791
[2] https://circulatingnow.nlm.nih.gov/2021/09/16/so-whats-new-in-the-past/
[2] https://pastandpresent.org.uk/feeling-medieval-the-inaugural-conference-of-the-society-for-the-study-of-medieval-emotions-call-for-papers/
[2] https://academic.oup.com/past/advance-article/doi/10.1093/pastj/gtaa048/6124795
[2] https://academic.oup.com/past/article/252/1/213/6118306
[2] https://academic.oup.com/past/advance-article/doi/10.1093/pastj/gtaa025/6043726
[2] https://www.nlm.nih.gov/news/NLM_Welcomes_Applications_2022.html

Top URLs in Tweet in G5:
[6] https://www.instagram.com/accounts/login/
[5] https://jessicamdewitt.com/2021/09/19/said-climate-nuclear/
[4] https://jessicamdewitt.com/2021/09/12/university-history-aca/
[3] https://niche-canada.org/2021/09/08/history-en-velo/
[3] https://twitter.com/envhistnow/status/1435859326514737157
[3] http://activehistory.ca/2021/09/historia-nostra-was-the-pays-den-haut-really-a-middle-ground/
[2] https://cha-shc.ca/english/links/job-opportunities.html
[2] https://cha-shc.ca/francais/liens-utiles/offres-demploi.html
[2] https://www.cbc.ca/listen/live-radio/1-25-information-morning-fredericton/clip/15865304-black-history-atlantic-canada
[2] https://twitter.com/SAWH1970/status/1437843360891297794

Top URLs in Tweet in G6:
[1] https://theconversation.com/i-asked-historians-what-find-made-them-go-wait-wut-heres-a-taste-of-the-hundreds-of-replies-167176
[1] https://twitter.com/ConversationEDU/status/1438309953383673859
[1] https://twitter.com/evanishistory/status/1431621770423914496
[1] https://twitter.com/56GrayGhost56/status/1435627106428461057
[1] https://www.jstor.org/stable/650379
[1] https://twitter.com/NicholasGuyatt/status/1436235541390020608
[1] https://twitter.com/pashulman/status/1437601290675265538
[1] https://twitter.com/wesyang/status/1438426460583247873
[1] https://twitter.com/emuehlbe/status/1438541194049503240
[1] https://twitter.com/prof_gabriele/status/1426235181099331586

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=H3_T2NZzFpw&feature=youtu.be

[2] https://www.casanovashadows.com/from-prison-to-paris/
[2] https://lim.hypotheses.org/874
[2] https://www.ucl.ac.uk/epidemiology-health-care/research/epidemiology-and-public-health/research/health-and-social-surveys-research-group/studies-10
[1] https://twitter.com/rrmuseumpa/status/1435320465501872131
[1] https://twitter.com/ViaeRegiae/status/1435520140997758976
[1] https://www.wikitree.com/photo/png/Prosser-860-38
[1] https://www.metroweekly.com/2021/09/kansas-city-gay-history-exhibit-removed-from-missouri-state-capitol/
[1] http://www.weemsyawards.com/
[1] https://m.tiktok.com/v/7005750566659869957.html?_d=secCgYIASAHKAESPgo8xKFPohbiXvqeiPTA%2FnrwN9Wseqbs1cXF%2Bw2OJ%2FkLyPXAyAcyfxc3XB6RgWfT4vsPxpNJnCci3s4XQcLWGgA%3D&checksum=9173726efa65c44aa9758fefbb1e39d74729c79ba3d84c90192a492f7128b650&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAvabATr56nNBqQTR6Tr9bR-LY5zCIrcGSRajsEpqBbtvu3bxpb07-a6KkDcyzb1Gc&share_app_id=1233&share_item_id=7005750566659869957&share_link_id=2D556328-C2A1-4462-B302-6D9F08B69EAE&source=h5_m×tamp=1631222177&tt_from=copy&u_code=daf1k29hf4g3ia&user_id=6785988735307301893&utm_campaign=client_share&utm_medium=ios&utm_source=copy

Top URLs in Tweet in G9:
[6] https://www.twitch.tv/thetattooedhistorian
[5] https://www.cornellpress.cornell.edu/subjects/new-york-state/
[2] https://americauntold76.weebly.com/
[2] https://www.youtube.com/watch?v=CxbCL2e4ceA&feature=youtu.be

[2] https://www.aphnys.org/resources/2021_APHNYS_Conference_Program_DIGITAL.pdf
[2] https://gradstudies.ok.ubc.ca/programs-applying/prepare-your-application/
[2] https://twitter.com/CndHistAssoc/status/1437424755573940230
[1] https://scarletingstad.weebly.com/home/kings-printer-or-washingtons-spy
[1] https://twitter.com/Scarlet_Writes/status/1438651403828928517
[1] https://twitter.com/Scarlet_Writes/status/1438950649903947781

Top URLs in Tweet in G10:
[5] https://werkstattgeschichte.de/alle_ausgaben/monogamie/
[2] https://flipboard.com/article/how-confederate-troops-slaughtered-a-group-of-anti-slavery-german-texans-during-/f-a59f1abd2c%2Fallthatsinteresting.com
[1] https://www.degruyter.com/document/doi/10.1515/9783110705621/html
[1] https://americanlibrariesmagazine.org/2021/09/01/what-was-lost-9-11-libraries/
[1] https://www.eyeonannapolis.net/2021/09/the-role-of-maryland-in-the-american-civil-rights-movement/
[1] https://themontclarion.org/opinion/the-medicalization-of-prejudice/
[1] https://www.sacbee.com/news/equity-lab/representation/article254064803.html
[1] https://counterpunch.org/
[1] https://www.counterpunch.org/2021/09/10/the-forgotten-black-heroes-of-9-11-more-evidence-of-discriminatory-denial/
[1] https://www.reuters.com/legal/litigation/miss-farm-favored-white-foreign-workers-over-black-locals-lawsuit-2021-09-09/

Top Domains
Top Domains in Tweet in Entire Graph:
[396] twitter.com
[153] youtube.com
[109] historians.org
[105] reddit.com
[63] ac.uk
[50] royalhistsoc.org
[46] blogspot.com
[41] oup.com
[24] memorients.com
[22] cambridge.org

Top Domains in Tweet in G1:
[63] twitter.com
[18] blogspot.com
[10] una.edu
[10] aaihs.org
[10] cambridge.org
[8] currentpub.com
[6] benfranklinsworld.com
[5] youtube.com
[5] zoom.us
[5] google.com

Top Domains in Tweet in G2:
[50] ac.uk
[47] royalhistsoc.org
[42] twitter.com
[9] youtube.com
[6] org.uk
[5] wordpress.com
[5] h-net.org
[3] routledge.com
[3] co.uk
[3] manyheadedmonster.com

Top Domains in Tweet in G3:
[104] historians.org
[18] oup.com
[5] libsyn.com
[5] google.com
[4] phys.org
[3] time.com
[3] smithsonianmag.com
[3] mobilize.us
[3] cnn.com
[3] bookshop.org

Top Domains in Tweet in G4:
[19] twitter.com
[17] oup.com
[13] nih.gov
[5] cambridge.org
[4] pointshistory.com
[2] columbiahistoryjournal.com
[2] royalsociety.org
[2] org.uk
[2] newbooksnetwork.com
[1] h-net.org

Top Domains in Tweet in G5:
[16] cha-shc.ca
[9] jessicamdewitt.com
[9] niche-canada.org
[9] twitter.com
[7] jhu.edu
[6] instagram.com
[4] activehistory.ca
[3] youtube.com
[2] cbc.ca
[1] envhistnow.com

Top Domains in Tweet in G6:
[13] twitter.com
[1] theconversation.com
[1] jstor.org
[1] washingtonpost.com
[1] publishersweekly.com
[1] co.uk
[1] net.au
[1] gofugyourself.com
[1] ac.uk

Top Domains in Tweet in G7:
[37] twitter.com
[6] youtube.com
[5] blogspot.com
[3] hypotheses.org
[3] medium.com
[3] popularhistorybooks.com
[2] tiktok.com
[2] casanovashadows.com
[2] eventbrite.com
[2] thereturningsoldier.com

Top Domains in Tweet in G9:
[9] twitter.com
[6] twitch.tv
[6] cornell.edu
[5] youtube.com
[3] weebly.com
[2] aphnys.org
[2] ubc.ca
[1] royalhistsoc.org
[1] brill.com
[1] newbooksnetwork.com

Top Domains in Tweet in G10:
[8] twitter.com
[5] werkstattgeschichte.de
[3] flipboard.com
[2] counterpunch.org
[2] herald-review.com
[2] washingtonpost.com
[2] lareviewofbooks.org
[2] cornell.edu
[2] zoom.us
[1] degruyter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4055] twitterstorians
[452] history
[163] delhi
[103] medievaltwitter
[95] slaveryarchive
[83] academictwitter
[79] onthisday
[77] cdnhist
[73] envhist
[66] historytransmitted



Top Hashtags in Tweet in G1:
[544] twitterstorians
[91] slaveryarchive
[38] blktwitterstorians
[30] hispanicheritagemonth
[28] hispanicheritagemonth2021
[20] history
[19] freedomscaptives
[17] slavery
[15] vastearlyamerica
[13] histcatmex

Top Hashtags in Tweet in G2:
[431] twitterstorians
[69] onthisday
[41] histparl
[28] thursdaymood
[22] cfp
[21] sirkeithfest
[20] history
[20] childwelfare
[17] 18thcentury
[17] bath250

Top Hashtags in Tweet in G3:
[234] twitterstorians
[18] sschat
[13] ahaperspectives
[12] aha22
[7] 9/11/2021 12:00:00 AM
[7] greece
[7] turkey
[5] thelausanneproject
[4] ahacareerdiversity
[4] history

Top Hashtags in Tweet in G4:
[206] twitterstorians
[36] histmed
[17] socialhistory
[14] archivalkismet
[14] academictwitter
[13] matcult
[13] dishist
[13] culturalhistory
[9] histstm
[9] histsci

Top Hashtags in Tweet in G5:
[196] twitterstorians
[63] cdnhist
[53] envhist
[53] historymatters
[24] envhum
[20] ehnanniversaryweek
[15] otd
[14] ahaperspectives
[13] history
[9] smh2022

Top Hashtags in Tweet in G6:
[80] twitterstorians
[10] medievaltwitter
[8] thebrightages
[2] nuclearsubs
[2] auspol
[2] blackinternationalism
[2] historianscollaborate
[1] newbook
[1] acwri
[1] archivalkismet

Top Hashtags in Tweet in G7:
[238] twitterstorians
[29] history
[12] viral
[11] academictwitter
[11] hrrisshhitaa
[11] acctress
[11] dancer
[11] trendingreels
[5] earlymodern
[4] twitter

Top Hashtags in Tweet in G8:
[182] twitterstorians
[161] delhi
[7] tughlaq
[5] earlymodern
[5] nuntastic
[1] jains
[1] india
[1] jain
[1] earlymoderntwitter

Top Hashtags in Tweet in G9:
[137] twitterstorians
[10] historyhuddle
[7] tuesdaythoughts
[7] amrev
[6] history
[6] books
[6] phdlife
[5] academictwitter
[5] literature
[4] blacksails

Top Hashtags in Tweet in G10:
[151] twitterstorians
[8] weltöffentlichkeit
[8] geschichtsbewusstsein
[8] histocamp
[7] phs
[6] buchverlosung
[5] histobuch
[2] legalhistory
[2] publicsphere
[2] frenchrevolution

Top Words
Top Words in Tweet in Entire Graph:
[4055] #twitterstorians
[1592] history
[496] book
[452] #history
[368] early
[325] jeff_davis1808
[312] more
[310] historians
[300] assistant
[297] know

Top Words in Tweet in G1:
[544] #twitterstorians
[253] history
[190] analuciaraujo_
[185] assistant
[165] culturedmodesty
[156] book
[125] studies
[105] university
[97] american
[91] #slaveryarchive

Top Words in Tweet in G2:
[431] #twitterstorians
[168] georgianlords
[139] history
[76] join
[72] next
[72] book
[70] royalhistsoc
[69] #onthisday
[62] looking
[60] historical

Top Words in Tweet in G3:
[248] ahahistorians
[234] #twitterstorians
[180] history
[166] aha
[108] study
[88] slave
[86] writes
[85] ships
[85] colonial
[85] plantations

Top Words in Tweet in G4:
[206] #twitterstorians
[103] history
[83] hey
[81] dr_c_thompson
[72] 20th
[71] tt
[68] assistant
[68] professor
[67] states
[66] hiring

Top Words in Tweet in G5:
[196] #twitterstorians
[101] history
[63] #cdnhist
[53] #envhist
[53] niche_canada
[53] #historymatters
[44] funding
[42] today
[39] research
[38] fellowship

Top Words in Tweet in G6:
[152] evanishistory
[132] piece
[128] finds
[128] replies
[127] surprising
[121] conversation
[121] published
[120] based
[120] archival
[119] tweet

Top Words in Tweet in G7:
[238] #twitterstorians
[32] history
[29] #history
[19] more
[19] anyone
[16] writing
[16] know
[14] book
[13] good
[12] youtube

Top Words in Tweet in G8:
[182] #twitterstorians
[171] hello
[168] tweetistorian
[162] history
[161] yesterday's
[161] flyover
[161] #delhi
[161] sultanate
[161] early
[161] rule

Top Words in Tweet in G9:
[137] #twitterstorians
[63] history
[30] writing
[30] student
[29] looking
[27] scarlet_writes
[26] historians
[23] inkedhistorian
[23] phd
[22] military

Top Words in Tweet in G10:
[151] #twitterstorians
[42] die
[27] launch
[21] book
[21] join
[18] anyone
[18] first
[18] history
[13] question
[13] articles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[205] hello,#twitterstorians
[199] hey,#twitterstorians
[169] tweetistorian,hello
[165] assistant,professor
[164] early,history
[163] #twitterstorians,yesterday's
[163] yesterday's,flyover
[163] flyover,#delhi
[162] #delhi,sultanate
[162] sultanate,early

Top Word Pairs in Tweet in G1:
[70] assistant,professor
[56] #slaveryarchive,book
[56] book,club
[53] tt,assistant
[52] university,utah's
[52] utah's,divisions
[52] divisions,ethnic
[52] ethnic,studies
[52] studies,gender
[52] gender,studies

Top Word Pairs in Tweet in G2:
[43] seeking,four
[43] four,historians
[43] historians,join
[43] join,'new
[43] 'new,historical
[43] historical,perspectives'
[43] perspectives',editorial
[43] editorial,board
[43] board,'nhp'
[42] royalhistsoc,seeking

Top Word Pairs in Tweet in G3:
[85] slave,ships
[85] ships,colonial
[85] colonial,plantations
[85] plantations,emerged
[85] emerged,environments
[85] environments,enabled
[85] enabled,doctors
[85] doctors,study
[85] study,epidemics
[85] epidemics,writes

Top Word Pairs in Tweet in G4:
[81] hey,#twitterstorians
[78] dr_c_thompson,hey
[67] assistant,professor
[67] professor,20th
[66] #twitterstorians,hiring
[66] hiring,tt
[66] tt,assistant
[66] 20th,united
[66] united,states
[66] states,religious

Top Word Pairs in Tweet in G5:
[56] #cdnhist,#twitterstorians
[53] #twitterstorians,#historymatters
[35] cndhistassoc,#cdnhist
[27] research,fellowship
[27] fellowship,program
[24] #envhist,#envhum
[20] tenure,track
[20] black,history
[19] keep,doing
[19] university,tenure

Top Word Pairs in Tweet in G6:
[121] conversation,published
[121] published,piece
[120] archival,finds
[119] piece,based
[119] based,tweet
[119] tweet,surprising
[119] surprising,archival
[119] finds,hundreds
[119] hundreds,replies
[119] evanishistory,conversation

Top Word Pairs in Tweet in G7:
[12] #twitterstorians,#history
[11] youtube,josh
[11] insta,fb
[11] fb,#hrrisshhitaa
[11] #hrrisshhitaa,#acctress
[11] #acctress,#dancer
[11] #dancer,#viral
[11] #viral,#trendingreels
[10] #history,#twitterstorians
[10] #trendingreels,#twitterstorians

Top Word Pairs in Tweet in G8:
[171] hello,#twitterstorians
[168] tweetistorian,hello
[161] #twitterstorians,yesterday's
[161] yesterday's,flyover
[161] flyover,#delhi
[161] #delhi,sultanate
[161] sultanate,early
[161] early,history
[161] history,rule
[161] rule,muslims

Top Word Pairs in Tweet in G9:
[22] putting,together
[21] #twitterstorians,putting
[21] together,syllabus
[21] syllabus,rumor
[21] rumor,gossip
[21] gossip,world
[21] world,history
[21] history,suggestions
[20] grouchybagels,#twitterstorians
[20] suggestions,text

Top Word Pairs in Tweet in G10:
[18] #twitterstorians,anyone
[12] #twitterstorians,come
[12] come,join
[9] book,launch
[9] launch,join
[9] join,becky
[9] becky,taylor
[9] taylor,uea_history
[9] uea_history,conversation
[9] conversation,tony

Top Replied-To
Top Replied-To in Entire Graph:
@wbwhistorians
@sussex_police
@inthepastlane
@larryglickman
@colourful_hist
@jbwallingford
@emilyraboteau
@julianchambliss
@planographer
@histocamp

Top Replied-To in G1:
@cmcknichols
@gibsoche
@ccjones13
@divabibliophile

Top Replied-To in G2:
@guthrieneil
@rorymuir3
@privacy_ku
@vicky_ig

Top Replied-To in G3:
@emilyraboteau
@ikonomou_a
@modeurohistcoll

Top Replied-To in G4:
@newbooksnetwork

Top Replied-To in G5:
@margaretomara
@ncph

Top Replied-To in G9:
@aadeleon

Top Replied-To in G10:
@histocamp
@studienstiftung

Top Mentioned
Top Mentioned in Entire Graph:
@jeff_davis1808
@ahahistorians
@analuciaraujo_
@georgianlords
@culturedmodesty
@evanishistory
@tweetistorian
@historyroadshow
@askhistorians
@youtube

Top Mentioned in G1:
@analuciaraujo_
@culturedmodesty
@oieahc
@lizcovart
@tkbrunson
@nellstra
@samhoustonstate
@kecarte
@robgreeneii
@y__barragan

Top Mentioned in G2:
@georgianlords
@royalhistsoc
@bath250
@ehchalus
@oj_finn
@uolpress
@historianjen
@michpfeffer
@pauladefoug
@meganrshaw

Top Mentioned in G3:
@ahahistorians
@jimd
@sawh1970
@cambup_history
@natlhumanities
@jimdowns1
@modeurohistcoll
@aleks_kaye
@u
@conteurohistory

Top Mentioned in G4:
@dr_c_thompson
@pastpresentsoc
@nlm_nih
@jaivirdi
@alexibaker
@disabilitystor1
@urbanhistorycup
@standrewshist
@nursingclio
@drkyliesmith

Top Mentioned in G5:
@niche_canada
@envhistnow
@cndhistassoc
@azhistsociety
@kyhistsoc
@pbs
@leti_johnson
@jomac_613
@amandaricci85
@activehist

Top Mentioned in G6:
@evanishistory
@prof_gabriele
@lollardfish
@publisherswkly
@austpolicyhist
@drrscully
@historypolicy
@jhughes3818
@airminded
@jakeberg2018

Top Mentioned in G7:
@ess_dog
@jan_blonski
@anshjeetv

Top Mentioned in G8:
@tweetistorian
@lauriestras
@stevenmvose
@dra_m_a
@benmschmidt
@davidastinwalsh
@lizcovart

Top Mentioned in G9:
@scarlet_writes
@inkedhistorian
@grouchybagels
@redhistorian
@aadeleon
@patriciamccourt
@cornellpress
@timetraveltalks
@historywjackson
@chiuni

Top Mentioned in G10:
@ernestobassi
@uea_history
@julialaite
@annamaguire24
@cornelllasp
@lgmsam
@natkpowell
@recentglobe
@janeinvll
@histocamp

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@threadreaderapp
@odio_nao
@alhanda
@nblackthorne
@chidambara09
@edinburghwatch
@bridgittelesley
@bella623
@moonbootica

Top Tweeters in G1:
@stevejacksonva
@artallks
@uscgamecockboy
@igallupd
@bostonglobe
@halliebethlane
@vox_democracy
@jlints58
@daniellegembala
@boston1775

Top Tweeters in G2:
@moonbootica
@pollsstar
@gallimaufrey777
@mel_storni
@verbsrproudest
@manx_maid
@interimspace
@cristoforou
@amongstwits
@tggleeson

Top Tweeters in G3:
@cipherequality
@derekjohnbryant
@fleming77
@profsunnysingh
@time
@tartanroots
@steph80335
@cnn
@prison_health
@asiaronn

Top Tweeters in G4:
@nuclear94
@rmathematicus
@krnpalmer
@neurodivergers
@clancynewyork
@hnturtledove
@drreznicek
@tallulahs_ghost
@civildiscourse7
@jondresner

Top Tweeters in G5:
@roripierpont1
@jfsebastian146
@holliejoyjoy
@harriekd
@thepumamama
@audiblevideo
@sophiarahming1
@buckleyswartz
@wildraar
@jsargentr

Top Tweeters in G6:
@3wombats
@yathinkn
@cnbsnana
@sullyanne1
@charlenegapeach
@notacquiescing
@gadflyquebec
@samsmith_phd
@cangal_39
@mznikkinew

Top Tweeters in G7:
@atticusfinch104
@fnanetwork
@the_invisible_a
@wwatmd
@brookesaleslee
@annvyshinsky
@justcallmatt
@ainemedievaldub
@jameshalcrow
@amichelsw

Top Tweeters in G8:
@mag2012ge
@harbingerafc
@intprofessor
@jeffreyjdean
@kamalde17935217
@avoiding_bears
@m_anantkumar
@dra_m_a
@tweetofalien
@saltmangolover

Top Tweeters in G9:
@gabe55gabe
@philmorandi
@kat_missouri
@slackhq
@robert_veres
@holland_tom
@karadidomizio
@mrdavidboberesq
@karenmhj
@ww2historygal

Top Tweeters in G10:
@kulturbolschewi
@loribkohn
@femme_mal
@walejobbs
@sumidatomohisa
@savannahnow
@thesismum
@wissportsfan
@northjersey
@lareviewofbooks