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#Twitterstorians_2019-12-02_05-25-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
#Twitterstorians via NodeXL http://bit.ly/2r82vYz
@werehist
@sarageorgini
@shafrhistorians
@historywo
@analuciaraujo_
@brianleechphd
@ahahistorians
@mowenemmerson
@bri_theobald
@prof_gabriele

Top hashtags:
#twitterstorians
#onthisday
#history
#elizabethi
#tudor

Description:
Description
The graph represents a network of 4,276 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, 02 December 2019 at 13:26 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-day, 8-hour, 8-minute period from Friday, 22 November 2019 at 16:51 UTC to Monday, 02 December 2019 at 01:00 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 : 4276
Unique Edges : 5772
Edges With Duplicates : 1433
Total Edges : 7205
Number of Edge Types : 3
Mentions : 6082
Tweet : 1029
Replies to : 94
Self-Loops : 1029
Reciprocated Vertex Pair Ratio : 0.034781008465219
Reciprocated Edge Ratio : 0.0672239018317624
Connected Components : 403
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 3266
Maximum Edges in a Connected Component : 6027
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.668286
Graph Density : 0.000307605621474953
Modularity : 0.731637
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,276 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, 02 December 2019 at 13:26 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-day, 8-hour, 8-minute period from Friday, 22 November 2019 at 16:51 UTC to Monday, 02 December 2019 at 01:00 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:
[25] http://werehistory.org/dr-mary-e-walker-clothes-make-the-woman/
[22] https://daily.jstor.org/early-review-origin-species/?utm_campaign=generalmarketing&utm_content=twitter&utm_medium=social&utm_source=twitter
[17] https://www.youtube.com/watch?v=6PXORQE5-CY

[16] https://www.nytimes.com/2019/11/29/world/europe/currywurst-konnopkes-berlin.html
[15] https://www.eui.eu/DepartmentsAndCentres/HistoryAndCivilization/DoctoralProgramme
[14] https://uimiddle.wordpress.com/2019/07/08/cfp-the-great-migration-and-smaller-midwestern-cities/
[13] https://www.stuttgarter-nachrichten.de/inhalt.unser-sandmaennchen-der-grosse-sieger-aus-der-ddr.4e9d65a4-f924-4f0f-9624-5b3684bab1c5.html
[10] http://werehistory.org/rosa-parks/
[10] https://www.sdhspress.com/news-and-events/events/call-for-proposals-the-plains-political-tradition-vol-4
[10] https://www.paypal.me/ApoyoGustavo

Top URLs in Tweet in G1:
[14] https://uimiddle.wordpress.com/2019/07/08/cfp-the-great-migration-and-smaller-midwestern-cities/
[9] https://www.sdhspress.com/news-and-events/events/call-for-proposals-the-plains-political-tradition-vol-4
[9] http://memorydaycalendar.blogspot.com/p/november-nominees.html?m=1
[8] https://muse.jhu.edu/article/737174
[5] http://memorydaycalendar.blogspot.com/p/november-nominees.html
[4] https://c-fund.us/o1c
[4] https://www.gvsu.edu/hc/midwest-history-call-for-proposals-377.htm
[3] https://soundcloud.com/montana-historical-society/sets/2019-montana-history
[3] https://twitter.com/paruatsabi/status/1199467366792302592
[2] https://twitter.com/The_OAH/status/1201191833394728965

Top URLs in Tweet in G2:
[21] http://werehistory.org/dr-mary-e-walker-clothes-make-the-woman/
[13] https://www.youtube.com/watch?v=6PXORQE5-CY

[9] http://werehistory.org/rosa-parks/
[8] http://werehistory.org/the-fall-of-the-house-of-adams-charles-francis-adams-jr-on-race-and-public-service/
[5] http://werehistory.org/exhuming-president-taylor/
[4] https://www.youtube.com/watch?v=r6PcVCqg3tg&feature=youtu.be

[3] https://s-usih.org/2018/02/keeper-of-the-stories/
[2] http://werehistory.org/twenty-six-seconds-an-interview-with-alexandra-zapruder/
[1] https://talkingpointsmemo.com/cafe/civil-war-revolution-constitution?fbclid=IwAR18NalW5AYnazFefiZRBxWGLDJcHJxuf5SDX00e_GxhzETRQaSPq_Msf3g
[1] https://twitter.com/dig_history/status/1198611127724380160

Top URLs in Tweet in G3:
[2] https://muse.jhu.edu/article/550620
[2] http://hnn.us/article/173690
[1] https://twitter.com/CleverTitleTK/status/1197526368025817091
[1] https://www.wsws.org/en/articles/2019/11/14/mcph-n14.html
[1] https://historicalstudiesineducation.ca/index.php/edu_hse-rhe/issue/view/445
[1] https://twitter.com/Msummerslowe/status/1197974506230484992
[1] https://twitter.com/OutlawHistory/status/1198121477729587200
[1] https://www.youtube.com/watch?v=_t75kZmrwxg&feature=youtu.be

[1] https://twitter.com/bermonkey1096/status/1197697641301336069
[1] https://www.higheredjobs.com/details.cfm?JobCode=177156973&utm_source=11_23_19&utm_medium=email&utm_campaign=JobAgentEmail

Top URLs in Tweet in G4:
[2] https://twitter.com/waitmanb/status/1197586517113348097
[1] https://twitter.com/emanuela_grama/status/1201169116360519682
[1] https://blog.frontiersin.org/2017/01/03/citations-cartels-an-emerging-problem-in-scientific-publishing/
[1] https://scholarlykitchen.sspnet.org/2019/11/21/historians-respond-to-plan-s-open-access-vs-oa-policies-redux/?informz=1
[1] http://www.historyworkshop.org.uk/the-rastafari-in-britain/
[1] http://www.historyworkshop.org.uk/picket-line-perspectives-ucu-pickets-across-the-uk/
[1] http://www.historyworkshop.org.uk/virtual-special-issue-revolutions/
[1] http://www.historyworkshop.org.uk/power-in-the-telling/
[1] https://docs.google.com/spreadsheets/d/1H1TC_i_KibD31eD7HcIU9FjI58KhGenmskru634HjlE/edit?usp=sharing
[1] http://www.reaktionbooks.co.uk/display.asp?ISB=9781789140675&sf1=KEYWORD&st1=Boddice&nat=True&stem=True&m=1&dc=1

Top URLs in Tweet in G5:
[2] http://kismet.press/portfolio/the-crusades/
[2] https://twitter.com/jnthnwwlsn/status/1198687769503113218
[1] https://screencraft.org/summit/
[1] https://twitter.com/UntappedNY/status/1198986313489367040
[1] https://twitter.com/flumminism/status/1201204491074310144
[1] https://s-usih.org/2019/11/announcement-leo-p-ribuffo-dissertation-prize/
[1] https://www.dailytarheel.com/article/2019/09/unc-slave-wealth
[1] https://www.sfchronicle.com/opinion/openforum/article/Unhappy-history-Let-s-reflect-on-what-U-S-and-14853021.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://www.newportri.com/news/20191117/first-bronze-slave-medallion-unveiled-during-ceremony-in-portsmouth
[1] https://news.harvard.edu/gazette/story/2019/11/harvard-initiative-to-deepen-study-of-its-historical-ties-to-slavery/

Top URLs in Tweet in G6:
[1] https://twitter.com/BirkbeckHCA/status/1198942489396338688
[1] https://www.youtube.com/watch?v=6PXORQE5-CY

[1] https://twitter.com/NFUGRR/status/1199753503545028608
[1] https://books.google.com/books/about/National_Telephone_Directory.html?id=n8qurKv8YiEC
[1] https://twitter.com/nomadj1s/status/1200857817357389824

Top URLs in Tweet in G7:
[7] https://time.com/5734697/middle-ages-mistakes/
[7] https://twitter.com/stephanenny/status/1199392747746217991
[3] https://twitter.com/PriyamvadaGopal/status/1199632911135367170
[3] https://twitter.com/erik_kaars/status/1198162258465038336
[2] https://twitter.com/foxigesis/status/1198981481642594306
[1] https://twitter.com/tlecaque/status/1199301710214287360
[1] https://twitter.com/taliaschaffer1/status/1198240121822306304
[1] https://twitter.com/NathanKalmoe/status/1198259749474766848
[1] https://religionnews.com/2017/12/11/trumps-recognition-of-jerusalem-excites-apocalyptic-fervor/
[1] https://twitter.com/CourtneyHagle/status/1198654816928579584

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=r6PcVCqg3tg&feature=youtu.be

[2] http://werehistory.org/dr-mary-e-walker-clothes-make-the-woman/
[1] https://www.youtube.com/watch?v=6PXORQE5-CY

[1] https://twitter.com/AugusteDaryl/status/1198097943280181248
[1] http://werehistory.org/the-fall-of-the-house-of-adams-charles-francis-adams-jr-on-race-and-public-service/
[1] https://twitter.com/juliocapojr/status/1197839467815620613
[1] https://twitter.com/ed_solomon/status/1200837981206204419
[1] https://womenalsoknowhistory.com/
[1] http://dts.podtrac.com/redirect.mp3/traffic.libsyn.com/professorbuzzkill/PB_326_Mix2.mp3
[1] https://slate.com/news-and-politics/2019/11/trump-coin-commemorative-coin-centennial-100-year-anniversary-womens-suffrage.html

Top URLs in Tweet in G9:
[4] https://jessicamdewitt.wordpress.com/2019/12/01/tuberculosis-mtbap-mycobacterium/
[4] https://niche-canada.org/2019/11/14/theres-nothing-like-the-outdoor-shows/
[4] https://niche-canada.org/2019/11/19/storytelling-on-the-yukon-river/
[4] https://niche-canada.org/2019/08/01/how-do-handmaids-reach-ontario/
[3] https://jessicamdewitt.wordpress.com/2019/11/24/environmental-water-trump/
[3] https://niche-canada.org/2019/11/21/envhist-worth-reading-october-2019/
[2] https://networks.h-net.org/node/23910/discussions/5441038/ann-clah-h-latam-syllabus-prize-deadline-approaching
[1] https://jessicamdewitt.wordpress.com/2019/11/30/comps-notes-seeds-ceremonies-of-possession-in-europes-conquest-of-the-new-world/
[1] https://niche-canada.org/2018/01/15/the-alanthropocene/
[1] https://niche-canada.org/2019/11/27/the-2020-atlantic-canada-studies-conference-call-for-papers/

Top URLs in Tweet in G10:
[2] https://www.cambridge.org/core/journals/contemporary-european-history/collections/making-modern-social-science-the-global-imagination-in-east-central-and-southeastern-europe-after-versailles?utm_source=hootsuite&utm_medium=Twitter&utm_term=&utm_content=CEH_MAKING_NOV19_TW&utm_campaign=CEH_MAKING_NOV19_TW
[2] https://books.google.com/books?id=B78qr4JjYzoC&newbks=1&newbks_redir=0&printsec=frontcover&source=gbs_ge_summary_r&cad=0#v=onepage&q&f=false
[1] https://twitter.com/RobertCulshaw/status/1200858208505647108
[1] https://www.cambridge.org/core/journals/law-and-history-review/most-read-2019-articles?utm_source=hootsuite&utm_medium=Twitter&utm_term=&utm_content=LHR_ASLH19_TW_NOV19&utm_campaign=LHR_ASLH19_TW_NOV19
[1] https://twitter.com/mjsharafi/status/1198361132207104000
[1] https://twitter.com/jackiantonovich/status/1198919927735967746
[1] https://womenalsoknowhistory.com/individual-scholar-page/?pdb=3093
[1] https://www.cnn.com/2019/11/23/asia/plague-china-history-intl-hnk-scli/index.html
[1] https://sites.haa.pitt.edu/itineraguide/faqs/craap-analysis/
[1] https://twitter.com/bronte7723/status/1198780267944529920?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[311] twitter.com
[106] reddit.com
[66] youtube.com
[60] wordpress.com
[54] werehistory.org
[40] blogspot.com
[40] jstor.org
[30] nytimes.com
[21] co.uk
[19] niche-canada.org

Top Domains in Tweet in G1:
[26] twitter.com
[16] blogspot.com
[15] wordpress.com
[9] sdhspress.com
[8] jhu.edu
[5] oah.org
[4] academia.edu
[4] soundcloud.com
[4] c-fund.us
[4] rutgers.edu

Top Domains in Tweet in G2:
[45] werehistory.org
[17] youtube.com
[3] s-usih.org
[2] twitter.com
[1] talkingpointsmemo.com
[1] gwu.jobs

Top Domains in Tweet in G3:
[45] twitter.com
[4] youtube.com
[4] berghahnbooks.com
[3] therealmacbeth.com
[3] soundcloud.com
[2] palgrave.com
[2] jhu.edu
[2] hnn.us
[2] kyrackramer.com
[1] wsws.org

Top Domains in Tweet in G4:
[6] twitter.com
[4] org.uk
[1] frontiersin.org
[1] sspnet.org
[1] google.com
[1] co.uk
[1] earlymodernstudies.com
[1] palgrave.com
[1] brill.com

Top Domains in Tweet in G5:
[5] twitter.com
[2] kismet.press
[1] screencraft.org
[1] s-usih.org
[1] dailytarheel.com
[1] sfchronicle.com
[1] newportri.com
[1] harvard.edu
[1] bluebook.life
[1] werehistory.org

Top Domains in Tweet in G6:
[3] twitter.com
[1] youtube.com
[1] google.com

Top Domains in Tweet in G7:
[32] twitter.com
[7] time.com
[1] religionnews.com
[1] economist.com
[1] sciencemag.org
[1] hypotheses.org
[1] ac.uk
[1] oxfordscholarship.com
[1] codemantra.com

Top Domains in Tweet in G8:
[3] youtube.com
[3] twitter.com
[3] werehistory.org
[1] womenalsoknowhistory.com
[1] podtrac.com
[1] slate.com

Top Domains in Tweet in G9:
[19] niche-canada.org
[8] wordpress.com
[5] twitter.com
[3] h-net.org
[1] envhistnow.com
[1] findaphd.com
[1] werehistory.org
[1] sdhspress.com
[1] youtube.com
[1] blogspot.com

Top Domains in Tweet in G10:
[7] twitter.com
[3] cambridge.org
[2] google.com
[1] womenalsoknowhistory.com
[1] cnn.com
[1] pitt.edu
[1] oup.com
[1] confex.com
[1] nytimes.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2723] twitterstorians
[266] onthisday
[223] history
[109] elizabethi
[108] tudor
[100] medievaltwitter
[89] gdr
[77] slaveryarchive
[74] ucustrikesback
[62] academictwitter



Top Hashtags in Tweet in G1:
[254] twitterstorians
[25] aha20
[22] ahaperspectives
[20] history
[18] vastearlyamerica
[14] literature
[12] theatre
[11] publichistory
[11] histmed
[9] cfp

Top Hashtags in Tweet in G2:
[198] onthisday
[39] twitterstorians
[8] fakenews
[7] otd
[6] thanksgiving
[6] histmed
[6] claralemlich
[3] usih
[1] lincolnmemorial
[1] washingtondc

Top Hashtags in Tweet in G3:
[205] twitterstorians
[19] history
[6] medievaltwitter
[6] academictwitter
[4] twitterblades
[4] twitterclaters
[3] histmed
[3] thanksgiving
[3] macbeth
[3] moray

Top Hashtags in Tweet in G4:
[69] ucustrikesback
[58] twitterstorians
[9] ucustrikes
[8] academictwitter
[8] revolutions
[8] earlymodern
[5] ucustrikeback
[2] royalhistoricalsociety
[2] blackhistory
[2] ucustrike

Top Hashtags in Tweet in G5:
[117] twitterstorians
[62] slaveryarchive
[4] onthisday
[3] feminism
[3] womenalsoknowhistory
[2] amwriting
[2] southernhistory
[2] openaccess
[1] reconstruction
[1] oldhollywood

Top Hashtags in Tweet in G6:
[117] twitterstorians
[105] elizabethi
[105] tudor
[2] sick
[2] onthisday
[1] history
[1] book

Top Hashtags in Tweet in G7:
[90] twitterstorians
[57] medievaltwitter
[19] raceb4race
[15] shakerace
[9] earlymodern
[6] onhere
[3] academictwitter
[3] emreligion
[3] reformazing
[2] aha20

Top Hashtags in Tweet in G8:
[24] twitterstorians
[5] onthisday
[2] hatm
[2] history
[1] missylehand
[1] rutgers
[1] princetonu
[1] vastearlyamerica
[1] slaveryarchive

Top Hashtags in Tweet in G9:
[66] twitterstorians
[40] envhist
[21] history
[14] digitalhumanities
[11] envhum
[10] cdnhist
[7] wordcloud
[7] transcriberen
[6] latam
[5] aghist

Top Hashtags in Tweet in G10:
[46] twitterstorians
[15] aslh2019
[11] socialscience
[6] medhist
[5] globalhistory
[4] aha2020
[4] medievaltwitter
[3] uroscopy
[3] aseees2019
[3] history

Top Words
Top Words in Tweet in Entire Graph:
[3362] Words in Sentiment List#1: Positive
[2150] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[110486] Non-categorized Words
[115999] Total Words
[2722] #twitterstorians
[952] history
[290] book
[278] werehist
[274] today

Top Words in Tweet in G1:
[254] #twitterstorians
[91] history
[67] more
[61] working
[60] historical
[56] future
[55] day
[54] take
[50] knowledge
[50] toward

Top Words in Tweet in G2:
[237] werehist
[198] #onthisday
[108] took
[107] place
[104] massacre
[104] under
[104] col
[104] attacked
[95] ago
[91] yrs

Top Words in Tweet in G3:
[205] #twitterstorians
[28] history
[19] #history
[16] work
[15] anyone
[12] one
[12] great
[12] more
[11] know
[11] time

Top Words in Tweet in G4:
[87] historywo
[78] historians
[76] strike
[69] picket
[69] #ucustrikesback
[69] ucu
[69] share
[68] line
[68] perspectives
[68] day

Top Words in Tweet in G5:
[117] #twitterstorians
[62] slavery
[62] #slaveryarchive
[61] historical
[60] analuciaraujo_
[56] harvard
[56] initiative
[56] deepen
[56] study
[56] ties

Top Words in Tweet in G6:
[117] #twitterstorians
[105] best
[105] gif
[105] #elizabethi
[105] #tudor
[104] mowenemmerson
[18] ww2girl1944
[17] sky
[9] looking
[9] holocaust

Top Words in Tweet in G7:
[90] #twitterstorians
[87] prof_gabriele
[57] #medievaltwitter
[34] isasaxonists
[30] right
[30] scholarship
[29] understanding
[28] really
[28] trust
[28] lot

Top Words in Tweet in G8:
[97] history
[93] today
[92] aside
[92] implications
[92] desperately
[92] need
[92] presidential
[92] secretaries
[92] hc_richardson
[24] #twitterstorians

Top Words in Tweet in G9:
[66] #twitterstorians
[40] #envhist
[39] niche_canada
[36] canada
[27] book
[26] 2020
[22] war
[22] munitions
[21] #history
[21] beyond

Top Words in Tweet in G10:
[46] #twitterstorians
[20] free
[20] access
[18] monicamedhist
[17] looking
[16] winstoneblack
[16] history
[15] historians
[15] piece
[15] #aslh2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[119] took,place
[116] massacre,took
[112] yrs,ago
[108] best,gif
[108] gif,#elizabethi
[108] #elizabethi,#tudor
[108] #tudor,#twitterstorians
[107] mowenemmerson,best
[101] desperately,need
[100] aside,implications

Top Word Pairs in Tweet in G1:
[49] take,knowledge
[49] knowledge,historical
[49] historical,injustices
[49] injustices,crucial
[49] crucial,ingredient
[49] ingredient,working
[49] working,toward
[49] toward,more
[49] more,future
[48] bri_theobald,take

Top Word Pairs in Tweet in G2:
[107] took,place
[104] massacre,took
[91] yrs,ago
[65] attacked,village
[64] washita,massacre
[64] place,okla
[64] okla,#onthisday
[64] #onthisday,1867
[64] 1867,cavalrymen
[64] cavalrymen,under

Top Word Pairs in Tweet in G3:
[7] #twitterstorians,anyone
[7] hey,#twitterstorians
[7] #twitterstorians,#history
[5] anyone,know
[4] #twitterstorians,#medievaltwitter
[4] #history,#twitterstorians
[3] dear,#twitterstorians
[3] #academictwitter,#twitterstorians
[3] thread,#twitterstorians
[3] fellow,#twitterstorians

Top Word Pairs in Tweet in G4:
[68] picket,line
[68] line,perspectives
[68] perspectives,#ucustrikesback
[68] #ucustrikesback,day
[68] day,ucu
[68] ucu,strike
[68] strike,six
[68] six,historians
[68] historians,share
[68] share,stories

Top Word Pairs in Tweet in G5:
[60] #slaveryarchive,#twitterstorians
[57] slavery,#slaveryarchive
[56] harvard,initiative
[56] initiative,deepen
[56] deepen,study
[56] study,historical
[56] historical,ties
[56] ties,slavery
[55] analuciaraujo_,harvard
[55] #twitterstorians,#womenalsoknowhis

Top Word Pairs in Tweet in G6:
[105] best,gif
[105] gif,#elizabethi
[105] #elizabethi,#tudor
[105] #tudor,#twitterstorians
[104] mowenemmerson,best
[9] looking,holocaust
[9] holocaust,denial
[9] denial,blood
[9] blood,pressure
[9] pressure,sky

Top Word Pairs in Tweet in G7:
[28] really,trust
[28] trust,lot
[28] lot,19th
[28] 19th,century
[28] century,scholarship
[28] scholarship,view
[28] view,foundational
[28] foundational,understanding
[27] prof_gabriele,really
[21] #medievaltwitter,#twitterstorians

Top Word Pairs in Tweet in G8:
[92] aside,implications
[92] implications,today
[92] today,desperately
[92] desperately,need
[92] need,history
[92] history,presidential
[92] presidential,secretaries
[91] hc_richardson,aside
[8] oh,heavens
[8] heavens,heard

Top Word Pairs in Tweet in G9:
[21] beyond,excited
[21] excited,announce
[21] announce,book
[21] book,war
[21] war,junk
[21] junk,munitions
[21] munitions,disposal
[21] disposal,postwar
[21] postwar,reconstruction
[21] reconstruction,canada

Top Word Pairs in Tweet in G10:
[20] free,access
[14] historians,winston
[14] winston,black
[14] black,winstoneblack
[14] winstoneblack,jack
[14] jack,greatrex
[14] greatrex,jackegreatrex
[14] jackegreatrex,miriam
[14] miriam,gross
[14] gross,consulted

Top Replied-To
Top Replied-To in Entire Graph:
@herberthistory
@amhistorymuseum
@lindseykiera
@postwarhist
@yalepress
@rehalmujawar
@sas_walters
@inkedhistorian
@brill_history
@cliffor14875011

Top Replied-To in G1:
@herberthistory
@yalepress
@maxboot
@jbf1755
@princetonupress
@newsrolando
@ahahistorians
@uncpressblog
@lwieck

Top Replied-To in G2:
@diveyreporter

Top Replied-To in G4:
@ucu

Top Replied-To in G5:
@historynerd34
@kevinlevin
@herberthistory
@jnthnwwlsn

Top Replied-To in G8:
@vagyver

Top Replied-To in G9:
@postwarhist

Top Replied-To in G10:
@parisnoire
@kmtani

Top Mentioned
Top Mentioned in Entire Graph:
@werehist
@askhistorians
@mowenemmerson
@hc_richardson
@historywo
@prof_gabriele
@washingtonpost
@madebyhistory
@fedsoc
@michaelhattem

Top Mentioned in G1:
@bri_theobald
@ahahistorians
@uncpressblog
@elenaschneid
@the_oah
@sarageorgini
@americanstudier
@middlewestrev
@veghistory
@sexinghistory

Top Mentioned in G2:
@werehist
@rebfulton
@sarahbelle721
@jonathanburdick
@myhnn
@gbrazinsky
@ldburnett
@naacp
@cbsnews
@azapruder

Top Mentioned in G3:
@ecfjournal
@scihistoryorg
@tammiminoski
@emsoundscapes
@jasminbath
@sarahaadler

Top Mentioned in G4:
@historywo
@virbeatum
@janmachielsen84
@unamcilvenna
@arakeys
@laurakounine
@annarosstweets
@lgmsam
@newcastleuniucu
@uea_ucu

Top Mentioned in G5:
@analuciaraujo_
@jnthnwwlsn
@hartmanandrew
@charmedmagnolia
@christanyc
@outlawhistory
@arothmanhistory
@werehist
@sethcotlar
@leedrutman

Top Mentioned in G6:
@mowenemmerson
@ww2girl1944
@richieparf
@werehist

Top Mentioned in G7:
@prof_gabriele
@isasaxonists
@medievalphdemon
@time
@wsj
@theeconomist
@lollardfish
@onslies
@jonathanreimer

Top Mentioned in G8:
@hc_richardson
@jbf1755
@werehist
@kevinmkruse
@ed_solomon
@michaelhattem
@washingtonpost
@madebyhistory
@fedsoc
@annemuntean

Top Mentioned in G9:
@niche_canada
@alexsouchen
@scorhill
@ahrcpress
@jessicamdewitt
@caromein
@ejpcollins
@envhistnow
@heathergreen21
@girlguidesofcan

Top Mentioned in G10:
@monicamedhist
@winstoneblack
@jackegreatrex
@cnn
@womnknowhistory
@conteurohistory
@medievalbecky
@cambup_history
@pamelascully
@prof4russia

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@alllibertynews
@edinburghwatch
@geoffrey_payne
@moonbootica
@rjber15
@el_universal_mx
@ericdemarylebon
@derekjohnbryant
@viniciusn1kolod

Top Tweeters in G1:
@nembotavy_0101
@cblazblaz
@slate
@igallupd
@punjabirooh
@gabe55gabe
@abhijeetkum
@joshuajreynold1
@lizl_genealogy
@keishi59

Top Tweeters in G2:
@cnbsnana
@rockyintx
@wsscherk
@bukiwilliams
@gracels
@wtf_imtooold
@terrilltf
@corinneam
@cbsnews
@zannerina

Top Tweeters in G3:
@dareedwards8
@medeaculpa
@j_goddy
@smokowi
@loadofolbobbins
@tammiminoski
@puckster1955
@kyrakramer
@ecfjournal
@orestamu

Top Tweeters in G4:
@amcell
@thestackscat
@sarah_may1
@marcmordey
@jsargentr
@mygoditsraining
@beckyfh
@jmadelman
@freya_gowrley
@unimelb

Top Tweeters in G5:
@rjber15
@sexygirl798
@joy31608
@roxann_minerals
@_itzdutchess
@so_treu
@circlereader
@sawyerandrew
@cthompsongeorge
@shannote_

Top Tweeters in G6:
@margymayell
@captain_bionic
@ginavergel7
@panistroglodyte
@perlalaloca
@lisettebrodey
@lynnhannaauthor
@fhayesmccoy
@stuartroxy
@chrismaslanka

Top Tweeters in G7:
@principia
@time
@jolantru
@wsj
@lollardfish
@officialskribz
@theeconomist
@daniellegembala
@annaanthro
@dorothyk98

Top Tweeters in G8:
@rowast
@roripierpont1
@angelakrebs444
@barb_swan
@kitten0409
@harveyjkaye
@nitemists
@flightbomb
@jenscorpio83
@mfrance923

Top Tweeters in G9:
@softgrasswalker
@rmathematicus
@niche_canada
@namhenderson
@jessicamdewitt
@lrbobrien
@agronomy_
@brianleechphd
@katrinanavickas
@nlandnp

Top Tweeters in G10:
@russelltim151
@cnn
@les_the_great
@ccfanessa
@t_tonii
@stephanielahey
@wolfdwell
@drmcar
@themedievaldrk
@pamelascully


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