unmciae, Twitter, 3/15/2023 1:25:47 AM, 291207


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unmciae_2023-03-14_18-12-00.xlsx
unmciae_2023-03-14_18-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2023
Short Description:
unmciae via NodeXL https://bit.ly/3LoWM7r
@thartman2u
@docassar
@harvardmacy
@thehappylass
@this0499154500
@drtracyhull
@publons
@beranews
@whole_patients
@epflcswccm

Top hashtags:
#unmciae
#meded
#unmcetc
#unmcilead
#medhum
#edtech
#medlibs
#medtwitter
#scicomm

Description:
Description
The graph represents a network of 2,520 Twitter users whose recent tweets contained "unmciae", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 01:19 UTC.

The tweets in the network were tweeted over the 2382-day, 15-hour, 56-minute period from Tuesday, 23 August 2016 at 05:28 UTC to Thursday, 02 March 2023 at 21:24 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2520
Unique Edges : 3749
Edges With Duplicates : 21313
Total Edges : 25062
Number of Edge Types : 9
Mentions : 3626
MentionsInQuote : 8912
Quote : 1319
Tweet : 693
MentionsInRetweet : 8665
Retweet : 1458
MentionsInReplyTo : 296
Replies to : 85
MentionsInQuoteReply : 8
Self-Loops : 2609
Reciprocated Vertex Pair Ratio : 0.053228285933897
Reciprocated Edge Ratio : 0.101076445904032
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 2519
Maximum Edges in a Connected Component : 25061
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.508785
Graph Density : 0.000863437872171497
Modularity : 0.146221
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,520 Twitter users whose recent tweets contained "unmciae", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 01:19 UTC.

The tweets in the network were tweeted over the 2382-day, 15-hour, 56-minute period from Tuesday, 23 August 2016 at 05:28 UTC to Thursday, 02 March 2023 at 21:24 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : unmciae
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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264552
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264928
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269493
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272168
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282653
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271705
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269492
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273981
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286692

Top URLs in Tweet in G1:
[5] http://www.worldcat.org/profiles/bibliotek/lists/3685128
[4] https://twitter.com/KUMEC4KCL/status/1387681045882015747/photo/1
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264552
[3] http://www.worldcat.org/profiles/bibliotek/lists/3712678
[3] https://rebrandly.com/404
[3] https://twitter.com/FacultyHP/status/1584613337370923010/photo/1
[3] https://twitter.com/JayMorris_MD/status/1364580427684544513/photo/1
[3] https://twitter.com/audreyshafer/status/1385379455984541697/photo/1
[2] http://www.entrepreneur.com/growing-a-business/choose-your-mentors-wisely-3-traits-to-look-for-in-a-great/298739
[2] https://twitter.com/UNMC_eLearning/status/1392131350505852929

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269493
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264552
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264928
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282653
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266908
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264892
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272168
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286692
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270688

Top URLs in Tweet in G3:
[2] https://twitter.com/DrJRMarcelin/status/1128735730904309760/photo/1
[2] https://twitter.com/TChanMD/status/1281408136830767106/photo/1
[2] https://twitter.com/mededdoc/status/1390680954507759616/photo/1
[1] https://www.unmc.edu/strategic-communications/publications/Connect/Connect-archive/UNMCConnect_2020TheFrontLine.pdf
[1] https://twitter.com/asato4kids/status/1396215115054211072
[1] https://childmind.org/guide/teachers-guide-to-anxiety-in-the-classroom/
[1] https://twitter.com/kristinadzara/status/842543957368324096
[1] https://journals.lww.com/academicmedicine/Citation/publishahead/Going_Up__Tips_for_the_Medical_Educator_s.97843.aspx
[1] https://twitter.com/HarvardMacy/status/1031511221562953729
[1] https://twitter.com/nthibodeaujarry/status/1128701773697490944

Top URLs in Tweet in G4:
[2] https://twitter.com/i/lists/1282778389951270912
[2] https://twitter.com/JournalofGME/status/1316850496028766209/photo/1
[1] https://www.medics.academy/courses/hla-live?th__ug=011030b0
[1] https://twitter.com/HLA_int/status/1301807213057630208/photo/1
[1] https://twitter.com/DRaja_DNP/status/1437940834096361473
[1] https://harvardmacy.org/index.php/hmi/instructional-design-support
[1] https://twitter.com/harvardmacy/status/1158120470962737153/photo/1
[1] http://www.harvardmacy.org/index.php/hmi-courses/educators
[1] https://twitter.com/HarvardMacy/status/1398761103170146310/photo/1
[1] https://www.dropbox.com/s/315vn1so2bmyxpi/MedEdPearls%20Engaged%20Virtual%20Learning%20Environments%20Collection%2003.03.21.pdf?dl=0

Top URLs in Tweet in G5:
[2] https://twitter.com/Alex_Corbitt/status/1189296223561437184/photo/1
[2] https://www.popsci.com/publish-your-own-ebook
[1] https://www.commonsensemedia.org/app-reviews/green-screen-by-do-ink
[1] https://twitter.com/DoInkTweets/status/1329817004577071112
[1] https://amazingict.co.uk/chromakey
[1] https://twitter.com/doinktweets/status/1336626767306629121
[1] https://shakeuplearning.com/blog/10-awesome-ways-to-use-flipgrid-in-your-classroom-live-from-iste-suls021/
[1] https://shindig.com/login/event/ubell
[1] https://twitter.com/BryanAlexander/status/1562156986434740226/photo/1
[1] https://sr.ithaka.org/publications/challenges-to-higher-educations-most-essential-purposes/

Top URLs in Tweet in G6:
[1] https://www.science.org/doi/10.1126/science.abq5892?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[1] https://twitter.com/ScienceMagazine/status/1552942044179533824/photo/1
[1] https://www.sciencemag.org/careers/2021/03/one-mentor-isnt-enough-heres-how-i-built-network-mentors?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[1] https://www.science.org/content/article/how-i-learned-teach-scientist?utm_campaign=SciMag&utm_source=Twitter&utm_medium=ownedSocial
[1] https://www.science.org/careers/2019/06/how-i-learned-teach-scientist?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[1] https://blogs.sciencemag.org/books/2020/09/17/oliver-sacks-his-own-life/?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[1] https://www.science.org/content/article/how-prepare-scientific-poster?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[1] https://www.economist.com/graphic-detail/2021/11/09/the-gender-gap-in-academic-research-widened-during-first-wave-of-the-pandemic
[1] https://blogs.lse.ac.uk/impactofsocialsciences/2021/12/17/an-audible-university-the-emerging-role-of-podcasts-audiobooks-and-text-to-speech-technology-in-research-should-be-taken-seriously/
[1] https://www.nature.com/articles/d41586-022-00762-8

Top URLs in Tweet in G7:
[2] https://twitter.com/GaneshAtkale/status/1168764661388496896/photo/1
[1] https://twitter.com/segundoatdell/status/1466754265414782979/video/1
[1] https://www.kdnuggets.com/2019/08/artificial-intelligence-vs-machine-learning-vs-deep-learning-difference.html
[1] https://newatlas.com/vr/voxon-photonics-3d-hologram-volumetric-displays/
[1] https://twitter.com/MargaretSiegien/status/1242996787394351107/photo/1
[1] https://twitter.com/MikeQuindazzi/status/1148879826276835329/video/1
[1] https://twitter.com/Fabriziobustama/status/1229145748282978309/video/1

Top URLs in Tweet in G8:
[2] https://blogs.lse.ac.uk/impactofsocialsciences/?p=41566
[2] https://blogs.lse.ac.uk/impactofsocialsciences/?p=44919
[1] https://www.thinkthreeways.com/5-survive-lockdown.html
[1] https://twitter.com/drkcarrutherst/status/1434551737642360834/photo/1
[1] https://www.baylor.edu/graduate/index.php?id=984390
[1] https://helenkara.com/2021/02/11/the-ethics-of-writing/
[1] https://helenkara.com/2018/06/12/conversation-with-a-purpose/
[1] https://twitter.com/DrHelenKara/status/1400353825756700673/photo/1
[1] https://helenkara.com/2022/09/21/international-creative-research-methods-conference/
[1] https://wac.colostate.edu/books/international/doctoral/

Top URLs in Tweet in G9:
[1] https://twitter.com/tosolini/status/1443795776459591681/video/1
[1] https://sketchfab.com/blogs/community/3d-scanning-with-the-iphone-12-pro-lidar/?utm_source=social&utm_medium=twitter&utm_campaign=blog-post&utm_content=3D%20Scanning%20with%20the%20iPhone%2012%20Pro%20LiDAR
[1] https://techcommunity.microsoft.com/t5/microsoft-forms-blog/new-templates-tailored-for-teaching-and-learning/ba-p/3611424
[1] https://twitter.com/MicrosoftEDU/status/1588607022332788737/photo/1
[1] https://explaineverything.com/8-surprising-ways-to-use-the-digital-whiteboard-to-explain-anything/
[1] https://twitter.com/explainevrythng/status/1223630599002435584/photo/1
[1] https://www.youtube.com/watch?v=x7Jw3j0Fmbo

[1] https://twitter.com/DoctorGrew/status/1405607822231015433
[1] https://theblog.adobe.com/augmented-reality-is-the-future-of-digital-experiences-pre-order-adobes-ar-authoring-app-aero/?scid=2c60ff9a-6000-4eb9-a635-ad44ba85b9e6&mv=social&mv2=owned_social
[1] https://twitter.com/AdobeDesign/status/1187769559912194050/photo/1

Top URLs in Tweet in G10:
[1] https://www.sciencedirect.com/science/article/abs/pii/S1878764915001606
[1] https://www.mobihealthnews.com/news/europe/health-education-company-elsevier-acquires-medical-education-startup-3d4medical
[1] https://ca.3d4medical.com/shortener/2M1WZOo
[1] https://twitter.com/3D4Medical/status/1206934288731652097/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[2208] twitter.com
[426] nodexlgraphgallery.org
[44] ac.uk
[24] lww.com
[24] unmc.edu
[23] youtube.com
[20] nih.gov
[19] teachthought.com
[17] ama-assn.org
[16] healthysimulation.com

Top Domains in Tweet in G1:
[1706] twitter.com
[84] nodexlgraphgallery.org
[12] edsurge.com
[11] youtube.com
[10] unmc.edu
[9] worldcat.org
[7] cultofpedagogy.com
[6] nih.gov
[6] forbes.com
[6] ac.uk

Top Domains in Tweet in G2:
[336] nodexlgraphgallery.org
[162] twitter.com
[16] healthysimulation.com
[16] ama-assn.org
[13] unmc.edu
[12] lww.com
[7] ac.uk
[4] academicmedicineblog.org
[3] oacommunity.org
[3] biomedcentral.com

Top Domains in Tweet in G3:
[45] twitter.com
[4] lww.com
[4] tandfonline.com
[3] jamanetwork.com
[3] amazon.com
[3] jmir.org
[2] nodexlgraphgallery.org
[2] nih.gov
[2] wiley.com
[2] allianceforclinicaleducation.org

Top Domains in Tweet in G4:
[53] twitter.com
[11] harvardmacy.org
[7] sspnet.org
[5] nih.gov
[4] lww.com
[4] jgme.org
[3] springer.com
[2] aamc.org
[2] youtube.com
[1] medics.academy

Top Domains in Tweet in G5:
[50] twitter.com
[15] teachthought.com
[7] edutopia.org
[5] educause.edu
[3] insidehighered.com
[3] springeropen.com
[3] global-edtech.com
[2] youtube.com
[2] blogspot.com
[2] popsci.com

Top Domains in Tweet in G6:
[16] twitter.com
[5] science.org
[3] nature.com
[3] writefull.com
[2] sciencemag.org
[2] manuscriptworks.com
[1] economist.com
[1] ac.uk
[1] universityworldnews.com
[1] cabells.com

Top Domains in Tweet in G7:
[6] twitter.com
[1] kdnuggets.com
[1] newatlas.com

Top Domains in Tweet in G8:
[23] ac.uk
[5] twitter.com
[3] helenkara.com
[1] thinkthreeways.com
[1] baylor.edu
[1] colostate.edu
[1] tandfonline.com
[1] taylorandfrancis.com
[1] doi.org
[1] tickettailor.com

Top Domains in Tweet in G9:
[16] twitter.com
[3] apple.com
[2] youtube.com
[1] sketchfab.com
[1] microsoft.com
[1] explaineverything.com
[1] adobe.com
[1] nasa.gov
[1] jamieleeclark.com

Top Domains in Tweet in G10:
[1] sciencedirect.com
[1] mobihealthnews.com
[1] 3d4medical.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2607] unmciae
[1470] meded
[525] unmcetc
[518] unmcilead
[449] medhum
[395] edtech
[276] medlibs
[236] medtwitter
[202] scicomm
[190] healthhums



Top Hashtags in Tweet in G1:
[2059] unmciae
[1086] meded
[424] unmcetc
[377] unmcilead
[308] medhum
[301] edtech
[209] medlibs
[147] medtwitter
[140] scicomm
[133] highereducation

Top Hashtags in Tweet in G2:
[448] unmciae
[255] meded
[129] medhum
[96] unmcilead
[73] unmcetc
[59] knowtheo
[57] medlibs
[57] unomaha
[56] healthhums
[53] scicomm

Top Hashtags in Tweet in G3:
[42] meded
[32] unmciae
[25] unmcilead
[20] somedocs
[15] leadership
[12] careeradvice
[11] medtwitter
[9] machinelearning
[7] highereducation
[6] datascience

Top Hashtags in Tweet in G4:
[50] meded
[25] unmciae
[22] medtwitter
[13] unmcilead
[13] hpe
[8] hmihce
[8] hmimuseum
[7] unmcetc
[7] medhum
[5] edtech

Top Hashtags in Tweet in G5:
[34] edtech
[18] unmciae
[14] unmcetc
[12] elearning
[7] highered
[7] meded
[6] education
[5] edchat
[5] edutwitter
[4] doink

Top Hashtags in Tweet in G6:
[7] phdchat
[6] research
[6] academictwitter
[5] scicomm
[4] scholcomm
[4] peerreview
[3] publicationethics
[3] phd
[3] researcher
[2] scienceworkinglife

Top Hashtags in Tweet in G7:
[4] ar
[3] ai
[3] emergingtech
[2] data
[2] vr
[2] tech
[2] innovation
[2] augmentedreality
[2] iot
[1] healthcare

Top Hashtags in Tweet in G8:
[10] acwri
[5] highered
[4] phdchat
[3] phdlife
[3] phdforum
[2] ethics
[2] writing
[2] researchmethods
[2] publishing
[2] ecrchat

Top Hashtags in Tweet in G9:
[6] realitycomposer
[5] aronipad
[3] ar
[3] lidar
[2] edtech
[2] education
[2] augmentedreality
[2] usdz
[2] edu
[1] photogrammetry

Top Hashtags in Tweet in G10:
[1] healthcare
[1] augmentedreality
[1] anatony
[1] mixedreality
[1] 3d
[1] medical
[1] 3d4medical
[1] elsevier

Top Words
Top Words in Tweet in Entire Graph:
[2661] #unmciae
[1692] unmc_iae
[1630] thartman2u
[1494] #meded
[1015] thx
[650] unmcfacdev
[585] unomaha_medhum
[579] unmc_elearning
[544] #unmcetc
[539] docassar

Top Words in Tweet in G1:
[2100] #unmciae
[1348] unmc_iae
[1103] #meded
[799] thx
[769] thartman2u
[499] unmc_elearning
[452] unmcfacdev
[438] #unmcetc
[420] unmc_iexcel
[408] unomaha_medhum

Top Words in Tweet in G2:
[703] thartman2u
[456] #unmciae
[391] docassar
[341] nodexl
[308] unmc_iae
[259] #meded
[202] this0499154500
[192] unomaha
[169] unmcfacdev
[167] unomaha_medhum

Top Words in Tweet in G3:
[61] thartman2u
[42] #meded
[34] #unmciae
[26] #unmcilead
[26] thx
[20] #somedocs
[18] somedocs
[16] unmcfacdev
[15] #leadership
[14] drjrmarcelin

Top Words in Tweet in G4:
[50] #meded
[31] thartman2u
[30] harvardmacy
[25] #unmciae
[22] #medtwitter
[15] education
[13] #hpe
[13] #unmcilead
[11] unmc_iae
[11] thx

Top Words in Tweet in G5:
[36] #edtech
[28] thartman2u
[26] learning
[21] unmc_elearning
[19] #unmciae
[15] unmc_iexcel
[15] #unmcetc
[13] #elearning
[12] unmc_iae
[10] students

Top Words in Tweet in G6:
[10] academicchatter
[8] writing
[7] review
[7] book
[7] #phdchat
[6] #academictwitter
[6] academic
[6] #research
[5] paper
[5] phdvoice

Top Words in Tweet in G7:
[4] #ar
[3] margaretsiegien
[3] pawlowskimario
[3] #emergingtech
[3] #ai
[2] jblefevre60
[2] shicooks
[2] haroldsinnott
[2] vs
[2] paula_piccard

Top Words in Tweet in G8:
[14] research
[11] writing
[10] #acwri
[8] review
[7] academic
[7] book
[6] article
[6] co
[5] ethical
[5] #highered

Top Words in Tweet in G9:
[10] appleedu
[6] #realitycomposer
[5] 3d
[5] #aronipad
[5] apple
[4] create
[4] polycamai
[4] many
[4] learning
[4] sketchfab

Top Words in Tweet in G10:
[2] step
[2] 3d4medical
[2] anatomy
[2] elsevierconnect
[2] education

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1300] unmc_iae,#unmciae
[264] unomaha_medhum,unmc_iae
[264] nodexl,thartman2u
[243] #unmciae,#unmcetc
[213] #unmciae,#meded
[194] unmc_elearning,unmc_iexcel
[179] thartman2u,docassar
[177] #unmcilead,#unmciae
[162] top,hashtags
[158] #unmcetc,#unmciae

Top Word Pairs in Tweet in G1:
[1100] unmc_iae,#unmciae
[215] unomaha_medhum,unmc_iae
[210] #unmciae,#unmcetc
[167] unmc_elearning,unmc_iexcel
[138] #unmcetc,#unmciae
[138] #unmcilead,#unmciae
[131] unmc_iexcel,unmc_elearning
[125] #unmciae,#meded
[113] #medhum,#healthhums
[105] #unmciae,#unmcilead

Top Word Pairs in Tweet in G2:
[211] nodexl,thartman2u
[174] unmc_iae,#unmciae
[161] top,hashtags
[143] thartman2u,docassar
[104] unmciae,nodexl
[86] hashtags,#unmciae
[83] docassar,this0499154500
[83] #unmciae,#meded
[77] unomaha,nodexl
[77] unomaha,thartman2u

Top Word Pairs in Tweet in G3:
[13] #unmcilead,#unmciae
[9] social,media
[8] somedocs,#somedocs
[6] thx,kristinadzara
[5] 2lindamlove,unmcfacdev
[5] #bigdata,#datascience
[5] thx,thecuriousluke
[4] #meded,#unmciae
[4] seanlangenfeld,drhowardliu
[4] #datascience,#machinelearning

Top Word Pairs in Tweet in G4:
[10] #meded,#medtwitter
[10] thartman2u,harvardmacy
[9] #unmcilead,#unmciae
[9] #meded,#hpe
[8] medical,education
[7] unmc_iae,#unmciae
[5] social,media
[5] #unmciae,#unmcetc
[4] art,museum
[4] congrats,#hmimuseum

Top Word Pairs in Tweet in G5:
[10] unmc_elearning,unmc_iexcel
[7] #edtech,#elearning
[7] unmc_iae,#unmciae
[6] #unmciae,#unmcetc
[4] online,learning
[4] #edchat,#education
[4] #education,#edtech
[4] unmc_iexcel,#unmciae
[3] unmc_iexcel,unmc_elearning
[3] #unmcetc,#unmciae

Top Word Pairs in Tweet in G6:
[4] #scicomm,#scholcomm
[3] book,proposal
[3] peer,review
[3] #research,#researcher
[3] academic,writing
[2] phd_genie,phdvoice
[2] #academia,#research
[2] write,scientific
[2] scholarly,book
[2] article,nature

Top Word Pairs in Tweet in G7:
[2] margaretsiegien,pawlowskimario
[2] #emergingtech,#tech

Top Word Pairs in Tweet in G8:
[5] ethical,co
[4] co,authorship
[4] book,review
[3] higher,education
[3] research,development
[2] 2022,review
[2] review,academic
[2] peer,review
[2] currently,reading
[2] academic,writing

Top Word Pairs in Tweet in G9:
[4] appleedu,#aronipad
[2] augmented,reality
[2] learning,specialists
[2] apple,professional
[2] many,applications
[2] professional,learning

Top Replied-To
Top Replied-To in Entire Graph:
@thartman2u
@drdanaedinkel
@roshni_beeharry
@dennisgrauslund
@drdanielgih
@nebpublicmedia
@drhowardliu
@smcbrienphd
@etsshow

Top Replied-To in G1:
@roshni_beeharry
@imawestmark
@teachthought
@rt
@drallyrp
@cmaxwellostdiek
@erhall1
@drpsychmd
@paulhamilton8
@kelseybogan

Top Replied-To in G2:
@thartman2u
@dennisgrauslund
@engineering_joy
@nooffposition
@nebraskamedorch
@cuanschutz

Top Replied-To in G3:
@drfingeret
@drdanaedinkel
@smr_foundation
@drselints
@drmarleydoyle

Top Replied-To in G5:
@educause

Top Replied-To in G6:
@academicchatter

Top Mentioned
Top Mentioned in Entire Graph:
@unmc_iae
@thartman2u
@unmcfacdev
@unmc_elearning
@unomaha_medhum
@unmc_iexcel
@humanitiesinhpe
@bculross
@docassar
@journalofethics

Top Mentioned in G1:
@unmc_iae
@thartman2u
@unmc_elearning
@unmcfacdev
@unmc_iexcel
@unomaha_medhum
@humanitiesinhpe
@bculross
@journalofethics
@openacademics

Top Mentioned in G2:
@thartman2u
@unmc_iae
@docassar
@this0499154500
@unomaha_medhum
@unmcfacdev
@nebraskasower
@unomaha
@humanitiesinhpe
@bculross

Top Mentioned in G3:
@thartman2u
@somedocs
@unmcfacdev
@drjrmarcelin
@harvardmacy
@unmc
@kristinadzara
@kellycawcuttmd
@glbdallaghan
@drhowardliu

Top Mentioned in G4:
@thartman2u
@harvardmacy
@unmc_iae
@elamprogram
@whole_patients
@mcmasterhla
@unmcfacdev
@humanitiesinhpe
@2lindamlove
@bculross

Top Mentioned in G5:
@thartman2u
@unmc_elearning
@unmc_iexcel
@unmc_iae
@educause
@teachthought
@global_edtech
@unocehhs
@doinktweets

Top Mentioned in G6:
@academicchatter
@phdvoice
@openacademics
@phd_genie
@nature
@scimagbooks
@orcid_org
@publons
@biorxivpreprint
@hypothes_is

Top Mentioned in G7:
@margaretsiegien
@pawlowskimario
@haroldsinnott
@paula_piccard
@jblefevre60
@shicooks
@mikequindazzi
@jbarbosapr
@segundoatdell
@sebbourguignon

Top Mentioned in G8:
@lseimpactblog
@drhelenkara
@herdjournal
@creatingcomics_
@nsousanis
@creative_crim
@graphicmedicine
@graphicsocsci
@katrina_swanton
@dawnmannay

Top Mentioned in G9:
@appleedu
@polycamai
@sketchfab
@mixamo
@vectary
@usingtechbetter
@thartman2u
@explainevrythng
@microsoftedu
@googleforedu

Top Mentioned in G10:
@elsevierconnect
@cughnews
@cugh_tac
@lancetgh
@aogh_journal
@afrehealthorg
@aasciences
@aaas
@3d4medical
@thevrara

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@reuters
@lynch39083
@cnbc
@vrretweeter
@nytimes
@thecuriousluke
@machinelearnflx
@nicochan33
@valaafshar

Top Tweeters in G1:
@cnbc
@machinelearnflx
@valaafshar
@forbes
@wordfinga
@doctorow
@raulpacheco
@sfdirewolf
@gdprai
@getiftech

Top Tweeters in G2:
@reuters
@vrretweeter
@beingexample
@designthinkbot
@mjoehlerich
@bot_freddie
@b0tsci
@fastcompany
@mpweirdopodcast
@shoutmgb

Top Tweeters in G3:
@chidambara09
@lynch39083
@nytimes
@thecuriousluke
@tomvarghesejr
@joblify_app
@google
@picardonhealth
@kirkdborne
@cancergeek

Top Tweeters in G4:
@lime_link
@usnehal
@lisalibrarian
@youtube
@mkchan_rcpsc
@harvardmacy
@newsfromscience
@biggerplate
@armenyuri
@accpchest

Top Tweeters in G5:
@alicekeeler
@markj_ohnson
@ictevangelist
@shannonmmiller
@doinktweets
@shakeuplearning
@classtechtips
@bryanalexander
@e_sheninger
@edutopia

Top Tweeters in G6:
@theeconomist
@academicchatter
@biorxivpreprint
@sciencecareers
@phdvoice
@nature
@uniworldnews
@princetonupress
@sciencemagazine
@academicswrite

Top Tweeters in G7:
@nicochan33
@rldi_lamy
@kuriharan
@jblefevre60
@ipfconline1
@fabriziobustama
@rickking16
@techpearce2
@mvollmer1
@pcmag

Top Tweeters in G8:
@drhelenkara
@cilipinfo
@lseimpactblog
@nsousanis
@baylor
@drjoannat
@was3210
@drkcarrutherst
@dawnmannay
@tandfonline

Top Tweeters in G9:
@nasa
@microsoftedu
@sketchfab
@paulhamilton8
@googleforedu
@usingtechbetter
@councilscc
@xpateducator
@explainevrythng
@adobeaero

Top Tweeters in G10:
@bobfine
@keithmartinmd
@mobihealthnews
@cughnews
@aaas
@elsevierconnect
@thevrara
@cugh_tac
@drsanafarid
@aasciences


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