knightfdn, Twitter, 2/5/2023 10:17:02 PM, 288660


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knightfdn_2023-02-05_14-04-51.xlsx
knightfdn_2023-02-05_14-04-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 05, 2023
Short Description:
knightfdn via NodeXL https://bit.ly/3DG79z2
@knightfdn
@karaswisher
@atrupar
@civiccommonsus
@fitsopro
@irissosaauster
@trumpistheenemy
@rogeryangping
@jczamora
@bamarquis

Top hashtags:
#informed22
#protect_journalists_from_french_regime
#publicspace
#miami

Description:
Description
The graph represents a network of 4,791 Twitter users whose recent tweets contained "knightfdn", 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 22:09 UTC.

The tweets in the network were tweeted over the 3127-day, 18-hour, 28-minute period from Monday, 14 July 2014 at 05:39 UTC to Sunday, 05 February 2023 at 00:07 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 : 4791
Unique Edges : 7766
Edges With Duplicates : 15868
Total Edges : 23634
Number of Edge Types : 9
Replies to : 1260
MentionsInReplyTo : 7078
MentionsInRetweet : 7672
Retweet : 3023
Mentions : 3124
Tweet : 178
Quote : 253
MentionsInQuoteReply : 272
MentionsInQuote : 774
Self-Loops : 997
Reciprocated Vertex Pair Ratio : 0.0402279299200544
Reciprocated Edge Ratio : 0.0773444526203908
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 4782
Maximum Edges in a Connected Component : 23623
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.126161
Graph Density : 0.00053296695395725
Modularity : 0.375692
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,791 Twitter users whose recent tweets contained "knightfdn", 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 22:09 UTC.

The tweets in the network were tweeted over the 3127-day, 18-hour, 28-minute period from Monday, 14 July 2014 at 05:39 UTC to Sunday, 05 February 2023 at 00:07 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 : knightfdn
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:
[48] https://knightfoundation.org/events/knight-media-forum/informed-conversations-on-democracy-in-the-digital-age/
[32] https://informed22.interkinnect.com/
[19] https://knightfoundation.org/reports/news-in-america-public-good-or-private-enterprise/
[16] https://medium.com/reimagining-the-civic-commons/intentionality-matters-1fb4b62d93f9
[14] https://twitter.com/AltAwareness/status/1541845311487987716
[11] https://news.sky.com/bigideaslive
[10] https://www.thepeale.org/event/book-talk-chokepoint-capitalism/
[9] https://twitter.com/knightfdn/status/1595062078343372800
[9] https://knightfoundation.org/challenges/knight-art-tech-expansion-fund/
[8] https://www.clarkefoundation.org/awards/

Top URLs in Tweet in G1:
[29] https://knightfoundation.org/events/knight-media-forum/informed-conversations-on-democracy-in-the-digital-age/
[16] https://medium.com/reimagining-the-civic-commons/intentionality-matters-1fb4b62d93f9
[14] https://knightfoundation.org/reports/news-in-america-public-good-or-private-enterprise/
[14] https://twitter.com/AltAwareness/status/1541845311487987716
[8] https://knightfoundation.org/challenges/knight-art-tech-expansion-fund/
[6] https://knightfoundation.org/press/releases/making-art-general-in-miami-knight-celebrates-a-city-transformed-by-art-as-miami-art-week-marks-its-20th-year/
[6] https://knightfoundation.org/2022-knight-new-work-winners/
[6] https://medium.com/reimagining-the-civic-commons/in-cincinnati-a-trail-toward-equity-f2b74bacc51c
[5] https://knightfoundation.org/events/knight-esserman-awards/esserman-knight-journalism-awards-2023/
[5] https://informed22.interkinnect.com/?utm_source=twitter&utm_medium=post&utm_campaign=informed_virtual#section-2159096

Top URLs in Tweet in G2:
[5] https://vimeo.com/knightfdn
[4] https://vimeo.com/776426548
[3] https://twitter.com/atrupar/status/1597725510523576324/video/1
[3] https://twitter.com/UROCKlive1/status/1597726354891423745/photo/1
[3] https://twitter.com/capitolhunters/status/1593307541932474368/photo/1
[2] https://twitter.com/smellygreg1/status/1597717277394481152/video/1
[2] https://twitter.com/palazzo214/status/1597762480121397248/photo/1
[2] https://twitter.com/palazzo214/status/1597722095517331457/photo/1
[2] https://twitter.com/knightfdn/status/1595062078343372800
[2] https://www.yahoo.com/entertainment/kara-swisher-calls-elon-musk-004649840.html

Top URLs in Tweet in G3:
[26] https://informed22.interkinnect.com/
[13] https://knightfoundation.org/events/knight-media-forum/informed-conversations-on-democracy-in-the-digital-age/
[11] https://news.sky.com/bigideaslive
[10] https://www.thepeale.org/event/book-talk-chokepoint-capitalism/
[8] https://www.clarkefoundation.org/awards/
[7] https://digital.org.au/2022/11/08/doctorow-giblin-first-speaker-announcement-ada-forum-2023/
[6] https://us06web.zoom.us/webinar/register/WN_Q6p4qpFVRi6BFLsawaCgdA
[6] https://craphound.com/shop/
[5] https://www.altaonline.com/california-book-club/a40882308/kim-stanley-robinson-the-gold-coast-california-book-club-november-selection/
[4] https://twitter.com/knightfdn/status/1597295302134075392

Top URLs in Tweet in G4:
[5] https://www.rcfp.org/ground-breaking-partnership-expands-projourn/
[5] https://knightfoundation.org/events/knight-media-forum/informed-conversations-on-democracy-in-the-digital-age/
[4] https://www.idealist.org/en/nonprofit-job/8982e208b9164e40bdf411debafe7b73-development-manager-back-pocket-media-san-francisco?utm_campaign=visitorshare&utm_medium=social&utm_source=copy
[4] https://twitter.com/TheBloomLab/status/1579975989509050368/photo/1
[4] https://www.niemanlab.org/2022/10/rich-americans-more-likely-to-pay-for-news/
[4] https://careers.journalists.org/jobs/rss/17598054/director-digital-strategy-and-marketing
[4] https://www.journal-isms.com/2023/01/3rd-strikeout-in-nabbing-reporters-killer/
[4] https://twitter.com/frankwords/status/1585659941259395072/photo/1
[4] https://twitter.com/Hou_Landing/status/1620663993340948480
[4] https://twitter.com/ArianaAboulafia/status/1586348513406996480/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/Fabytoledo4/status/1589362843295834112/photo/1
[4] https://twitter.com/delmy55015055/status/1591180016423165953/photo/1
[4] https://twitter.com/delmy55015055/status/1591180508708319232/photo/1
[3] https://twitter.com/LatinNinet/status/1591510891924975616/photo/1
[2] https://www.youtube.com/watch?v=J9E49bLWkiM&feature=youtu.be

[2] https://twitter.com/CrticaConstru20/status/1591726023632359425/photo/1
[2] https://twitter.com/SoyOzHernandez/status/1563570148975398912/video/1
[1] https://twitter.com/ICFJ/status/1590876175383285760/photo/1
[1] https://twitter.com/ICFJ/status/1590874497410039808/photo/1
[1] https://twitter.com/degarciaknight/status/1590880696310337536/photo/1

Top URLs in Tweet in G6:
[3] https://support.cpj.org/site/Donation2?1400.donation=form1&df_id=1400&mfc_pref=T
[2] https://twitter.com/lnwrsm1/status/1617114405807788032/photo/1
[2] https://paper.li/journalism_D/1508329624?share_id=f1e53cd0-723c-11ed-8842-fa163e6ccaff
[2] https://paper.li/journalism_D/1508329624?share_id=4d19e810-5c3c-11ed-8842-fa163e6ccaff
[2] https://paper.li/journalism_D/1508329624?share_id=729d7580-6fe1-11ed-8842-fa163e6ccaff
[2] https://paper.li/journalism_D/1508329624?share_id=49968860-73cf-11ed-8842-fa163e6ccaff
[1] https://twitter.com/Simo__Ben/status/1617110430010286082/photo/1
[1] https://twitter.com/Simo__Ben/status/1617148393280917504/video/1
[1] https://twitter.com/AlArabiya/status/1587186499333890050
[1] https://twitter.com/NacirAbdessamad/status/1587159478721515520

Top URLs in Tweet in G7:
[4] https://twitter.com/ClimateAndPeace/status/1618037043472523266/photo/1
[3] https://twitter.com/dfoceans/status/1583192498964697088/photo/1
[2] https://docs.google.com/forms/d/e/1FAIpQLSeH2eUTmOpoXwlUQiJCf7L3_HV7QQKJA7vBAtGUKw1j-I6hng/viewform
[2] https://twitter.com/OlivasSison/status/1583112012879757312/photo/1
[1] https://cronkite.asu.edu/news/2022/veteran-journalist-pauline-arrillaga-to-lead-carnegie-knight-news21-program/
[1] https://www.youtube.com/watch?v=iGTCQ31feRA

[1] https://twitter.com/CLEOInstitute/status/1580634777547595777/photo/1
[1] https://twitter.com/MiamiBeachNews/status/1583108103083786240/photo/1
[1] https://nws.edu/news/knight-foundation-invests-10m-in-nws-s-mission/
[1] https://www.givemiamiday.org/NewWorldSymphony

Top URLs in Tweet in G8:
[4] https://twitter.com/tomaskenn/status/1620101672159805440?s=20&t=uGh4N6C2Pyu0Yzb04dSb_w
[3] https://twitter.com/Will_Bunch/status/1620028499577929728?s=20&t=YHK4KIslgPijWF1bgVH9bw
[2] https://airtable.com/shrxYq8LTXQsJU6sH
[2] https://twitter.com/jimstewartson/status/1621243798063058945?s=20&t=CAOR_G6lmLJx5-sbNkDukg
[2] https://twitter.com/TrumpIsTheEnemy/status/1620527802041929729/photo/1
[2] https://twitter.com/TrumpIsTheEnemy/status/1620893989150031872/photo/1
[2] https://twitter.com/Funders_Network/status/1619004253766574081/photo/1
[1] https://twitter.com/BrianBrackeen/status/1595497382753538050/photo/1
[1] https://twitter.com/IFThenShorts/status/1620114254249746432/video/1
[1] https://twitter.com/IFThenShorts/status/1605359462612873216/photo/1

Top URLs in Tweet in G9:
[5] https://www.academia.edu/92234053/U_S_Sup_Ct_Ignores_Nano_Robotics_and_Estoppel_REOPEN_MY_CASES_Promissory_Estoppel_Steven_T_Williams_Pro_Se_
[5] https://www.academia.edu/76842415/Appellate_Statement_of_the_Case_HIDDEN_Williams_20_451_2nd_Cir_Ct_
[4] https://www.academia.edu/72625672/_FEDERAL_QUESTIONS_APPENDIX_A_15_pg_SUPPLEMENTAL_BRIEF_RULE_15_8_HOMELESSNESS_A_HAZARDOUS_THREAT_TO_LIFE_JUDICIAL_REVIEW_OF_EXPERIMENTAL_NANO_BIOTECHNOLOGY_and_NANO_ROBOTICS_IN_SITU_DRUG_DELIVERY_A_PUBLIC_CONCERN_Williams_19_5405_U_S_S_CT_
[1] https://twitter.com/realDailyWire/status/1604938751234707456
[1] https://twitter.com/2WayPrayer/status/1612494916357345280/video/1
[1] https://twitter.com/EdmundPhelps/status/1343646941108957186
[1] http://epaper.chinadaily.com.cn/a/202012/28/WS5fe92ba4a31099a234352d2d.html
[1] https://twitter.com/greg_price11/status/1604927870115414016/video/1
[1] https://twitter.com/No1isHomeless/status/1593255107658805248/video/1
[1] https://www.caringplace.org/givemiamiday

Top URLs in Tweet in G10:
[4] https://twitter.com/ADisabledPerso2/status/1615732241904316419/photo/1
[1] https://twitter.com/ganymedescrater/status/1604928343178190848/photo/1
[1] https://twitter.com/DaRadioGeneral/status/1606984530820497410/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1207] twitter.com
[179] knightfoundation.org
[79] medium.com
[44] interkinnect.com
[34] youtube.com
[19] eventbrite.com
[19] vimeo.com
[15] paper.li
[15] substack.com
[14] zoom.us

Top Domains in Tweet in G1:
[390] twitter.com
[127] knightfoundation.org
[74] medium.com
[9] youtube.com
[7] interkinnect.com
[6] beaconjournal.com
[6] semafor.com
[5] eventbrite.com
[5] civiccommons.us
[4] miamiherald.com

Top Domains in Tweet in G2:
[51] twitter.com
[9] vimeo.com
[2] threadreaderapp.com
[2] tweetedtimes.com
[2] yahoo.com
[1] semafor.com
[1] axios.com
[1] youtube.com
[1] tiktok.com
[1] google.com

Top Domains in Tweet in G3:
[172] twitter.com
[31] interkinnect.com
[19] knightfoundation.org
[11] sky.com
[10] zoom.us
[10] thepeale.org
[8] clarkefoundation.org
[7] org.au
[6] craphound.com
[5] vimeo.com

Top Domains in Tweet in G4:
[139] twitter.com
[18] knightfoundation.org
[13] substack.com
[5] localmedia.org
[5] houstonlanding.org
[5] philanthropynewsdigest.org
[5] niemanlab.org
[5] rcfp.org
[4] idealist.org
[4] journalists.org

Top Domains in Tweet in G5:
[61] twitter.com
[2] youtube.com
[1] icij.org
[1] submittable.com
[1] fb.watch

Top Domains in Tweet in G6:
[33] twitter.com
[8] paper.li
[3] cpj.org
[1] spotify.com

Top Domains in Tweet in G7:
[28] twitter.com
[4] squarespace.com
[2] google.com
[2] interkinnect.com
[1] asu.edu
[1] youtube.com
[1] nws.edu
[1] givemiamiday.org
[1] miamiherald.com
[1] knightfoundation.org

Top Domains in Tweet in G8:
[50] twitter.com
[2] airtable.com
[2] washingtonpost.com
[1] futurism.com
[1] cfbi.org
[1] mailchi.mp
[1] winknews.com
[1] floridapolitics.com
[1] substack.com
[1] theintercept.com

Top Domains in Tweet in G9:
[14] academia.edu
[7] twitter.com
[1] com.cn
[1] caringplace.org

Top Domains in Tweet in G10:
[6] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[312] informed22
[69] protect_journalists_from_french_regime
[63] publicspace
[63] miami
[49] democracy
[47] holdtheline
[43] knightarts
[34] civiccommonsus
[30] localnews
[29] charlotte



Top Hashtags in Tweet in G1:
[65] informed22
[61] publicspace
[36] knightarts
[32] democracy
[32] civiccommonsus
[27] miami
[23] charlotte
[22] detroit
[20] equity
[17] knightcities

Top Hashtags in Tweet in G2:
[6] informed22
[2] twitter
[1] tech
[1] twitterfiles
[1] governortampontabulator
[1] staywoke
[1] yikes

Top Hashtags in Tweet in G3:
[213] informed22
[17] miami
[12] democracy
[10] gonzalezvgoogle
[7] 2020election
[5] infodemic
[5] media
[5] projectliberty
[4] knightarts
[4] facebookfiles

Top Hashtags in Tweet in G4:
[23] localnews
[16] journalism
[14] informed22
[13] inss22
[10] ai
[9] projourn
[7] jfunders22
[6] givingtuesday
[5] newsmatch
[5] mediaentrepreneur

Top Hashtags in Tweet in G5:
[43] holdtheline
[4] icfjawards
[1] nonoscallan
[1] elsalvador
[1] masterclass
[1] disinformation
[1] journalisminpandemic
[1] coveringcovid19
[1] knightcenterforjournalismintheamericas
[1] datajournalsim

Top Hashtags in Tweet in G6:
[69] protect_journalists_from_french_regime
[9] givingtuesday
[8] journalismjobs
[7] designthinking
[4] pressfreedom
[1] إحموا_الصحفيين_من_النظام_الفغنصي
[1] jamalkhashoggi
[1] الصحراء_المغربية
[1] كلنا_رشيد_مباركي
[1] rachid_mbarki

Top Hashtags in Tweet in G7:
[9] informed22
[7] aspenideasclimate
[3] climate
[2] heat
[2] nws
[2] highered
[1] cleoinstitute
[1] givemiamiday
[1] soundscapepark
[1] assetframing

Top Hashtags in Tweet in G8:
[6] nonfiction
[6] filmmakers
[3] invest
[3] startups
[3] chrisrufo
[2] racialpurity
[2] rufo
[1] miamitech
[1] black
[1] innovation

Top Hashtags in Tweet in G9:
[2] yyyrtn
[2] givemiamiday
[1] localnews
[1] catmom
[1] wsop
[1] yopd
[1] power96
[1] pawsup
[1] wearecusa
[1] humanities

Top Hashtags in Tweet in G10:
[2] plz
[1] goat
[1] argentinavsfrance

Top Words
Top Words in Tweet in Entire Graph:
[3189] knightfdn
[1383] twitter
[1043] atrupar
[842] karaswisher
[752] way
[731] elon
[661] trust
[634] former
[631] still
[594] under

Top Words in Tweet in G1:
[678] knightfdn
[364] civiccommonsus
[245] public
[185] community
[140] democracy
[135] williampennfdn
[135] thejpbfdn
[131] kresgefdn
[125] knight
[120] spaces

Top Words in Tweet in G2:
[1153] twitter
[1000] atrupar
[722] karaswisher
[704] elon
[684] way
[564] still
[564] trust
[562] former
[560] feel
[559] actually

Top Words in Tweet in G3:
[526] knightfdn
[213] #informed22
[148] twitter
[141] yoyoel
[102] karaswisher
[70] first
[67] head
[63] knight
[56] conversation
[55] tech

Top Words in Tweet in G4:
[405] knightfdn
[112] support
[107] news
[90] journalism
[88] local
[81] thanks
[53] craignewmark
[50] thebloomlab
[50] editor
[48] media

Top Words in Tweet in G5:
[168] icfj
[160] knightfdn
[94] carlosdada
[90] _elfaro_
[88] jskstanford
[87] degarciaknight
[75] jczamora
[56] mariaressa
[56] journalism
[56] chepezamora

Top Words in Tweet in G6:
[136] knightfdn
[125] pressfreedom
[122] cjr
[117] aibnews
[117] ifjglobal
[107] insinews
[107] frontlineclub
[93] simo__ben
[69] #protect_journalists_from_french_regime
[45] journalismnews

Top Words in Tweet in G7:
[79] knightfdn
[64] parrillaga
[43] cronkite_asu
[43] carnegiecorp
[26] news21
[23] knight
[23] journalism
[22] next
[21] editor
[21] thrilled

Top Words in Tweet in G8:
[67] knightfdn
[31] manhattaninst
[17] florida
[16] knight
[15] ifthenshorts
[14] realchrisrufo
[13] foundation
[12] trumpistheenemy
[12] miamichamber
[10] grant

Top Words in Tweet in G9:
[25] 19
[19] knightfdn
[12] reporter
[10] miamiherald
[9] nano
[9] robotics
[6] white
[6] please
[6] supreme
[6] perhaps

Top Words in Tweet in G10:
[96] emperor_severus
[96] drpenking
[96] simon_pela
[96] itssh0la
[96] hornybaja
[96] pentitan
[96] equalizaer
[96] letter_to_jack
[95] knightfdn
[91] neo_officiall

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[696] atrupar,karaswisher
[574] still,feel
[572] former,twitter
[571] under,elon
[569] feel,way
[568] twitter,trust
[568] way,former
[568] actually,safer
[568] twitter,actually
[568] karaswisher,tweeted

Top Word Pairs in Tweet in G1:
[127] thejpbfdn,knightfdn
[123] knightfdn,kresgefdn
[118] public,spaces
[118] kresgefdn,williampennfdn
[99] civiccommonsus,public
[98] hrgilman,newamerica
[93] best,hope
[93] hope,community
[93] spaces,best
[93] community,democracy

Top Word Pairs in Tweet in G2:
[662] atrupar,karaswisher
[557] feel,way
[556] twitter,trust
[556] karaswisher,tweeted
[556] actually,safer
[556] under,elon
[556] tweeted,twitter
[556] still,feel
[556] way,former
[556] elon,still

Top Word Pairs in Tweet in G3:
[68] knightfdn,#informed22
[42] knightfdn,yoyoel
[41] karaswisher,yoyoel
[38] first,time
[36] former,head
[34] time,tomorrow
[34] quit,few
[34] head,site
[34] weeks,ago
[34] few,weeks

Top Word Pairs in Tweet in G4:
[45] rubén,zamora
[45] josé,rubén
[44] editor,guatemalteco
[44] año,hacemos
[44] zamora,encarcelado
[44] encarcelado,guatemala
[44] periodista,editor
[44] guatemala,principios
[44] guatemalteco,josé
[44] principios,año

Top Word Pairs in Tweet in G5:
[144] icfj,knightfdn
[87] jskstanford,carlosdada
[87] knightfdn,_elfaro_
[87] carlosdada,icfj
[86] degarciaknight,jskstanford
[56] mariaressa,chepezamora
[43] international,journalism
[43] stand,icfj
[43] winners,mariaressa
[43] knightfdn,international

Top Word Pairs in Tweet in G6:
[117] aibnews,knightfdn
[117] ifjglobal,aibnews
[117] cjr,ifjglobal
[114] pressfreedom,cjr
[107] insinews,frontlineclub
[107] knightfdn,insinews
[68] #protect_journalists_from_french_regime,pressfreedom
[66] simo__ben,#protect_journalists_from_french_regime
[41] nujofficial,journalismnews
[41] frontlineclub,nujofficial

Top Word Pairs in Tweet in G7:
[43] carnegiecorp,knightfdn
[42] cronkite_asu,carnegiecorp
[40] parrillaga,cronkite_asu
[20] share,next
[20] journalism,program
[20] executive,editor
[20] carnegie,knight
[20] thrilled,share
[20] editor,carnegie
[20] next,executive

Top Word Pairs in Tweet in G8:
[13] knight,foundation
[12] knightfdn,manhattaninst
[8] jaxchamber,orlandochamber
[8] miamichamber,jaxchamber
[8] manhattaninst,realchrisrufo
[7] trumpistheenemy,knightfdn
[6] filmmakers,heads
[6] #nonfiction,#filmmakers
[6] foundation,bankrolls
[6] south,florida

Top Word Pairs in Tweet in G9:
[9] nano,robotics
[7] miamiherald,knightfdn
[6] funded,reporter
[6] supreme,court
[6] white,house
[6] reporter,white
[6] house,perhaps
[6] disinformation,reporter
[6] perhaps,miamiherald
[6] knightfdn,funded

Top Word Pairs in Tweet in G10:
[96] equalizaer,simon_pela
[96] itssh0la,drpenking
[96] simon_pela,emperor_severus
[96] hornybaja,letter_to_jack
[96] drpenking,pentitan
[95] emperor_severus,hornybaja
[91] letter_to_jack,neo_officiall
[91] neo_officiall,itssh0la
[89] pentitan,knightfdn
[89] yehgha,bqmbulu

Top Replied-To
Top Replied-To in Entire Graph:
@knightfdn
@atrupar
@equalizaer
@degarciaknight
@parrillaga
@simo__ben
@civiccommonsus
@newslitproject
@mccaininstitute

Top Replied-To in G1:
@knightfdn
@civiccommonsus
@cmthomasphl
@knightmacon
@hbwhbwhbw
@kevinloker
@semafor
@ellen_hwang_phl
@roshellrinkins
@solomonmissouri

Top Replied-To in G2:
@atrupar
@knightfdn
@karaswisher
@jameswneal
@mrpistorino
@chrisochindilas
@citizen8global

Top Replied-To in G3:
@knightfdn
@atrupar
@evelynpr
@ctardaguila
@kocicosma
@axios
@laetitiaavia
@cagoldberglaw
@katieharbath
@sarasti

Top Replied-To in G4:
@knightfdn
@newslitproject
@newsmatch
@localmediarocks
@jimbrady
@mvjnetwork
@gallup
@tfranko
@tmpowell
@wendi_c_thomas

Top Replied-To in G5:
@degarciaknight
@jczamora
@elnewcomer
@mariaamejia
@ricsand
@emarinerslv
@pamaples
@herbcastigue
@jrarenasv
@wceapoet2040

Top Replied-To in G6:
@simo__ben
@halimaouardi3
@pressfreedom
@noureddinezzz
@cartesdumonde
@samaa16470507
@fachilista
@ajarabic
@rachid_2021
@ferhatmhenni

Top Replied-To in G7:
@parrillaga
@knightfdn
@merrillbro
@cleoinstitute
@ellen_hwang_phl
@alondranelson46
@miamiherald
@iiep_unesco
@aienvironment
@mtilsonthomas

Top Replied-To in G8:
@knightfdn
@agashleymoody
@ifthenshorts
@brianbrackeen
@cbouzy
@malachivc
@matthaggman
@cfbinnovation
@opportunitymia
@civiccommonsus

Top Replied-To in G9:
@steventalbertw1
@knightfdn
@felixsalmon
@orlandosentinel
@nabj
@miamiherald
@ninoskaperezc

Top Replied-To in G10:
@equalizaer
@hornybaja
@ganymedescrater
@daradiogeneral
@dottmaz
@buffett_susan
@ysl

Top Mentioned
Top Mentioned in Entire Graph:
@knightfdn
@atrupar
@karaswisher
@yoyoel
@civiccommonsus
@icfj
@williampennfdn
@thejpbfdn
@kresgefdn
@pressfreedom

Top Mentioned in G1:
@knightfdn
@civiccommonsus
@williampennfdn
@thejpbfdn
@kresgefdn
@hrgilman
@bamarquis
@newamerica
@akciviccommons

Top Mentioned in G2:
@atrupar
@karaswisher
@knightfdn
@yoyoel
@elonmusk
@urocklive1
@jzjd0
@iamgabesanchez

Top Mentioned in G3:
@knightfdn
@yoyoel
@karaswisher
@superwuster
@gasecofstate
@alondranelson46
@donie
@atrupar
@jocelynbenson
@ashishkjha46

Top Mentioned in G4:
@knightfdn
@craignewmark
@thebloomlab
@localmediaassoc
@jczamora
@lionpubs
@jimbrady
@journalismproj
@phillyinquirer
@newslitproject

Top Mentioned in G5:
@icfj
@knightfdn
@carlosdada
@jskstanford
@_elfaro_
@jczamora
@mariaressa
@chepezamora
@degarciaknight
@rosental

Top Mentioned in G6:
@knightfdn
@pressfreedom
@cjr
@ifjglobal
@aibnews
@insinews
@frontlineclub
@simo__ben
@journalismnews
@globalfreemedia

Top Mentioned in G7:
@knightfdn
@cronkite_asu
@carnegiecorp
@parrillaga
@nwsymphony
@aienvironment
@attorneynora
@cleoinstitute
@flclinicians
@miamiherald

Top Mentioned in G8:
@knightfdn
@manhattaninst
@realchrisrufo
@miamichamber
@trumpistheenemy
@ifthenshorts
@cfbinnovation
@jaxchamber
@orlandochamber
@miamifilmfest

Top Mentioned in G9:
@knightfdn
@miamiherald
@ninoskaperezc
@nytimes
@miamiheat
@fortunemagazine
@edmundphelps
@amarbhide
@tomvmorris
@jaredpolis

Top Mentioned in G10:
@simon_pela
@emperor_severus
@letter_to_jack
@itssh0la
@drpenking
@pentitan
@knightfdn
@hornybaja
@neo_officiall
@yehgha

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@robinsnewswire
@phildecarolis
@joni_looking
@serendipitysays
@iyemon_jp
@marthalynneowe1
@cheezwitham
@natioscourge
@givemepie360

Top Tweeters in G1:
@cheezwitham
@thehill
@onahunttoday
@wismiss3
@ajgma
@solomonmissouri
@jesusnarrowway
@gadflyquebec
@jjaazzee1
@smp0312

Top Tweeters in G2:
@missb62
@serendipitysays
@marthalynneowe1
@natioscourge
@givemepie360
@jjj5819
@wally_wests
@reuters
@liverpotlian
@deepvard

Top Tweeters in G3:
@robinsnewswire
@phildecarolis
@joni_looking
@dlasamericas
@cmargaronis
@tyberzannxxxx
@melissajpeltier
@_l17r_
@only4rm
@valsadie

Top Tweeters in G4:
@lehimesa
@23alzat
@trumpgot2go
@froilanz
@ambeautifulshow
@rizvisalim
@ajc
@garychun
@gabrielpelaeza
@karsojo

Top Tweeters in G5:
@wradiocolombia
@revistasemana
@denises29
@elenavallejoa
@elpaiscali
@rilkerainer
@mabelgasca
@la_so_pa
@piverone
@nicacajun

Top Tweeters in G6:
@guardian
@dwatchnews
@alarabiya
@kimwillful
@ap
@efenoticias
@ajarabic
@cnews
@m_lipshutz
@shamssoalassil3

Top Tweeters in G7:
@morrislaw
@timeshighered
@z_kvae
@ayabdeen
@paula_span
@b2o6n4
@christaylor_nyc
@micheleweldon
@worldunivandsch
@ascd

Top Tweeters in G8:
@deemoney521
@tb_times
@jaketapper
@pbpost
@peterschorschfl
@ndn
@trumpistheenemy
@tdonline
@telemundo
@glennkesslerwp

Top Tweeters in G9:
@latamfr
@usatoday
@nbcphiladelphia
@miamiherald
@eldiariony
@msnbc
@fortunemagazine
@wholefoods
@orlandosentinel
@npr

Top Tweeters in G10:
@letter_to_jack
@poojamedia
@okugbenie
@neo_officiall
@alh_steve
@who
@acrowd34
@jon_d_doe
@drpenking
@inshallahszn