markoff, Twitter, 11/17/2019 4:02:41 PM, 216590


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markoff_2019-11-17_07-37-54.xlsx
markoff_2019-11-17_07-37-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 17, 2019
Short Description:
markoff via NodeXL http://bit.ly/2Ok64m3
@markoff
@markoff_cheney
@shenovafashion
@jaymiejmoore
@nbcnews
@paul_markoff
@realdonaldtrump
@casbsstanford
@benfranklin2018
@davidhogg111

Top hashtags:
#blackholeweek
#blackholes
#astrophysics
#astrotwitter
#gocougs
#ai

Description:
Description
The graph represents a network of 2,485 Twitter users whose tweets in the requested range contained "markoff", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 November 2019 at 15:39 UTC.

The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 75-day, 15-hour, 43-minute period from Sunday, 01 September 2019 at 00:00 UTC to Friday, 15 November 2019 at 15:44 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 : 2485
Unique Edges : 3412
Edges With Duplicates : 3462
Total Edges : 6874
Self-Loops : 1381
Reciprocated Vertex Pair Ratio : 0.0685518423307626
Reciprocated Edge Ratio : 0.128307939053729
Connected Components : 489
Single-Vertex Connected Components : 358
Maximum Vertices in a Connected Component : 1614
Maximum Edges in a Connected Component : 5488
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.560515
Graph Density : 0.000606051769554525
Modularity : 0.463216
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,485 Twitter users whose tweets in the requested range contained "markoff", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 November 2019 at 15:39 UTC.

The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 75-day, 15-hour, 43-minute period from Sunday, 01 September 2019 at 00:00 UTC to Friday, 15 November 2019 at 15:44 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 : markoff
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[182] https://www.nytimes.com/2019/10/24/technology/jeri-ellsworth-augmented-reality.html?partner=IFTTT
[179] https://www.nytimes.com/2019/10/02/technology/automatic-speech-transcription-ai.html?partner=IFTTT
[120] https://shenovafashion.com/collections/dresses/products/black-hole-dress
[9] https://twitter.com/markoff/status/1194119400900554755
[9] https://www.nytimes.com/2019/10/02/technology/automatic-speech-transcription-ai.html
[9] http://sni.ps/mzX
[7] https://lareviewofbooks.org/article/silicon-valley-a-region-high-on-historical-amnesia/
[5] https://twitter.com/hunterschwarz/status/1184608059768721410?s=20
[4] https://www.youtube.com/watch?v=yeLBLQqTWAc&feature=youtu.be

[4] https://twitter.com/markoff/status/1190144620908302337

Top URLs in Tweet in G1:
[5] https://twitter.com/hunterschwarz/status/1184608059768721410?s=20
[1] https://twitter.com/stereogum/status/1169269441055592450
[1] https://twitter.com/41Strange/status/1170057370858217472
[1] https://twitter.com/TomHall/status/1171974453225373696
[1] https://twitter.com/briantylercohen/status/1174364797510356997
[1] https://twitter.com/thepacketrat/status/1177232294777671681
[1] https://twitter.com/Hamptonyount/status/1179174856740392961
[1] https://twitter.com/TheGlenlivet/status/1179447297807147009
[1] https://twitter.com/crampell/status/1180443562225258496
[1] https://io9.gizmodo.com/the-world-is-suddenly-a-very-porous-place-in-the-traile-1838890142?rev=1570575284573&utm_campaign=socialflow_io9_twitter&utm_source=io9_twitter&utm_medium=socialflow

Top URLs in Tweet in G2:
[6] https://www.nytimes.com/2019/10/02/technology/automatic-speech-transcription-ai.html
[3] https://www.ibm.com/blogs/think/2019/11/ibms-robert-h-dennard-and-the-chip-that-changed-the-world/
[3] https://www.nytimes.com/2019/10/24/technology/jeri-ellsworth-augmented-reality.html?fbclid=IwAR34YCthByRGfNaXWCZjraYlNtLQw1pP1txkHUCMl9wtbGOxNcI9w67M014
[3] https://www.nytimes.com/2007/09/01/technology/01facebook.html
[3] https://twitter.com/WadeAndersonPT/status/1186865447150350336
[3] https://www.nytimes.com/2019/10/24/technology/jeri-ellsworth-augmented-reality.html?partner=IFTTT
[2] https://twitter.com/toJamesConnor/status/1179879436696424448?s=20
[2] https://www.washingtonpost.com/lifestyle/style/shepard-smith-resigns-from-fox-news/2019/10/11/737953b8-ec61-11e9-85c0-85a098e47b37_story.html
[2] https://www.washingtonpost.com/nation/2019/11/11/donald-trump-jr-book-talk-ucla-derailed-by-far-right-protesters/
[2] https://twitter.com/LindseyGrahamSC/status/1177941037895036928

Top URLs in Tweet in G3:
[171] https://www.nytimes.com/2019/10/02/technology/automatic-speech-transcription-ai.html?partner=IFTTT
[169] https://www.nytimes.com/2019/10/24/technology/jeri-ellsworth-augmented-reality.html?partner=IFTTT
[4] https://twitter.com/markoff/status/1190144620908302337
[3] http://youregogoods.com/products/alexandra-perfume-by-alexandra-de-markoff-essence-mist-spray
[3] http://youregogoods.com/products/alexandra-perfume-by-alexandra-de-markoff-cologne-spray
[3] https://twitter.com/markoff/status/1194119400900554755
[2] https://engineering.stanford.edu/magazine/article/john-markoff-past-present-and-future-silicon-valley
[2] https://ieee.aisymposium.org/
[2] https://www.folia.nl/actueel/132423/geen-nwo-beurs-voor-project-dat-foto-zwart-gat-opleverde-we-kunnen-leidersrol-verliezen
[2] https://www.markoffshauntedforest.com/

Top URLs in Tweet in G4:
[1] https://www.washingtonpost.com/lifestyle/style/the-people-she-told-how-bystanders-grappled--or-didnt--with-a-story-of-sexual-harassment/2017/12/22/02ab19f0-df84-11e7-8679-a9728984779c_story.html
[1] https://shenovafashion.com/collections/dresses/products/black-hole-dress

Top URLs in Tweet in G5:
[118] https://shenovafashion.com/collections/dresses/products/black-hole-dress
[2] https://twitter.com/ShenovaFashion/status/1177263636290555905

Top URLs in Tweet in G6:
[6] https://lareviewofbooks.org/article/silicon-valley-a-region-high-on-historical-amnesia/
[3] https://human-centered.simplecast.com/
[2] https://www.youtube.com/user/ComputerHistory/live
[1] https://twitter.com/jonhaidt/status/1188066400256118785
[1] https://twitter.com/berkeleybrett/status/1173248146161291265
[1] https://twitter.com/mjhawley/status/1184623491368271873
[1] https://www.nytimes.com/2019/09/26/technology/government-disinformation-cyber-troops.html?nl=todaysheadlines&emc=edit_th_190926?campaign_id=2&instance_id=12572&segment_id=17339&user_id=62bf059faec0d6b7b7fd0b77df129b68®i_id=732280380926
[1] https://human-centered.simplecast.com/episodes/cara-wong
[1] https://human-centered.simplecast.com/episodes/nate-persily
[1] https://human-centered.simplecast.com/episodes/kirsten-wysen

Top URLs in Tweet in G7:
[4] https://twitter.com/wsucougarfb/status/1168008853473988608
[2] https://wsucougars.com/news/2019/9/3/football-gordon-ryan-earn-pac-12-weekly-accolades.aspx
[2] https://twitter.com/COUGFANcom/status/1168022736716718081
[2] https://twitter.com/wsucougars/status/1168192078758604800
[2] https://twitter.com/theolawson_sr/status/1167959862803746817
[2] https://www.latimes.com/sports/story/2019-08-30/ryan-hilinski-family-south-carolina-quarterback-tyler-hilinski-suicide?fbclid=IwAR2nfZUMHTV-p8QCqawykuq_y1h49NX40yljcuOdPJjzF09jDqR6TZrOTeM
[2] https://www.cougcenter.com/2019/9/10/20858294/hca-washington-state-cougar-soccer-top-drawer?utm_campaign=cougcenter&utm_content=chorus&utm_medium=social&utm_source=twitter
[2] https://twitter.com/pff_college/status/1168965139393105920
[2] https://twitter.com/wsucougarfb/status/1170548897363546114
[2] https://twitter.com/gamecocksplash/status/1170384458517819392

Top URLs in Tweet in G8:
[2] https://www.mlb.com/reds/news/tyler-mahle-has-strong-finale-for-reds?partnerId=sf109851290&sf109851290=1
[2] https://twitter.com/andrewfeinberg/status/1173669696270471168
[2] https://thefederalist.com/2019/09/28/susan-rice-obama-put-call-transcripts-on-top-secret-server-too/#.XY-oxXO8CDx.twitter
[2] https://twitter.com/rexchapman/status/1178695688038834176
[2] https://twitter.com/pitchingninja/status/1181268716056657925
[2] https://twitter.com/wtes_art/status/1183828469312032772
[2] https://www.cnn.com/2019/10/18/world/nasa-all-female-spacewalk-koch-meir-scn-trnd/index.html
[2] https://thefederalist.com/2019/09/27/intel-community-secretly-gutted-requirement-of-first-hand-whistleblower-knowledge/
[2] https://twitter.com/rexchapman/status/1177970467912781828
[2] https://twitter.com/rexchapman/status/1189252860934049793

Top URLs in Tweet in G9:
[1] https://www.vox.com/recode/2019/9/12/20859055/mithril-capital-federal-investigation-peter-thiel-ajay-royan
[1] http://allthingsd.com/20090209/the-billionaires-dinner-at-ted-readjusted-for-the-2009-econalyspe/
[1] https://prospect.org/labor/future-work-future-workers-doubt/
[1] https://www.computerhistory.org/atchm/museum-ceo-john-hollar-to-step-down-in-june-2017/
[1] https://en.wikipedia.org/wiki/Sup%27R%27Mod
[1] https://web.archive.org/web/20011009061240/http://www.edge.org/documents/Markoff.html

Top URLs in Tweet in G10:
[1] https://twitter.com/mimms/status/1187108328498970627
[1] https://twitter.com/taragolshan/status/1174074540927987713
[1] https://twitter.com/realdonaldtrump/status/1179931107111907333
[1] https://theintercept.com/2019/10/04/trump-anti-semitic-impeachment/
[1] https://twitter.com/dleonhardt/status/1180990667700477952
[1] https://twitter.com/davidcicilline/status/1182369778780065795
[1] https://twitter.com/atrupar/status/1184897777941307392
[1] http://www.lifesci.sussex.ac.uk/home/Neil_Crickmore/
[1] http://www.sussex.ac.uk/lifesci/btlab/index
[1] https://www.ludger.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[409] nytimes.com
[354] twitter.com
[120] shenovafashion.com
[22] instagram.com
[18] youtube.com
[14] washingtonpost.com
[10] simplecast.com
[9] sni.ps
[8] facebook.com
[7] filmboundpod.com

Top Domains in Tweet in G1:
[23] twitter.com
[5] youtube.com
[1] gizmodo.com
[1] by-pink.com
[1] kgw.com

Top Domains in Tweet in G2:
[196] twitter.com
[38] nytimes.com
[13] washingtonpost.com
[7] apple.news
[4] ibm.com
[3] trib.al
[2] bloomberg.com
[2] cbsnews.com
[2] axios.com
[2] out.com

Top Domains in Tweet in G3:
[345] nytimes.com
[29] twitter.com
[18] instagram.com
[6] youregogoods.com
[6] facebook.com
[5] youtube.com
[5] google.com
[4] wordpress.com
[2] stanford.edu
[2] curiouscat.me

Top Domains in Tweet in G4:
[1] washingtonpost.com
[1] shenovafashion.com

Top Domains in Tweet in G5:
[118] shenovafashion.com
[2] twitter.com

Top Domains in Tweet in G6:
[10] twitter.com
[9] simplecast.com
[6] lareviewofbooks.org
[5] nytimes.com
[2] youtube.com
[2] wikipedia.org
[1] stanford.io
[1] medium.com

Top Domains in Tweet in G7:
[28] twitter.com
[3] wsucougars.com
[2] latimes.com
[2] cougcenter.com
[2] theringer.com
[1] 247sports.com
[1] es.pn
[1] si.com
[1] spokesman.com

Top Domains in Tweet in G8:
[28] twitter.com
[7] filmboundpod.com
[4] thefederalist.com
[2] nbcnews.to
[2] trib.al
[2] mlb.com
[2] cnn.com
[2] axios.com
[1] cincinnati.com
[1] sportingnews.com

Top Domains in Tweet in G9:
[1] vox.com
[1] allthingsd.com
[1] prospect.org
[1] computerhistory.org
[1] wikipedia.org
[1] archive.org

Top Domains in Tweet in G10:
[7] twitter.com
[2] ac.uk
[1] theintercept.com
[1] ludger.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[120] blackholeweek
[120] blackholes
[119] astrophysics
[119] astrotwitter
[45] gocougs
[15] ai
[15] technology
[11] tech
[10] siliconvalley
[10] jointhehunt



Top Hashtags in Tweet in G1:
[2] coup
[1] nationalcatday
[1] headspacesessions
[1] impeachthemf
[1] kangaroocourt
[1] theidesofmarch

Top Hashtags in Tweet in G2:
[11] ai
[6] collaboration
[6] productivity
[4] ieee
[3] truthexposed
[2] election
[2] siliconvalley
[2] hr1
[2] paperballots
[2] montypython

Top Hashtags in Tweet in G3:
[11] technology
[7] nyt
[6] news
[5] tech
[5] halloween
[5] google
[4] timbeta
[3] scary
[2] markoff
[2] ai

Top Hashtags in Tweet in G4:
[1] blackholeweek
[1] blackholes
[1] astrophysics
[1] astrotwitter

Top Hashtags in Tweet in G5:
[118] blackholeweek
[118] blackholes
[117] astrophysics
[117] astrotwitter
[3] scienceandcocktails
[2] stem
[2] scicomm
[2] eht
[2] womeninstem

Top Hashtags in Tweet in G6:
[8] chmlive
[7] siliconvalley
[2] election
[2] labor
[2] thegreathack
[1] socialmedia
[1] democracy
[1] publichealth
[1] tech
[1] data

Top Hashtags in Tweet in G7:
[44] gocougs
[10] jointhehunt
[6] cougsvseverybody
[5] airgordon
[5] wsu
[4] pac12fb
[2] cfs
[2] cougs
[2] drop70
[2] broncoscountry

Top Hashtags in Tweet in G8:
[3] borntobaseball
[2] demdebate
[2] reds
[2] bengals
[2] alabama
[1] collegefootballplayoff
[1] tiff19

Top Hashtags in Tweet in G10:
[2] disruptsf
[1] medicareforall

Top Words
Top Words in Tweet in Entire Graph:
[2739] Words in Sentiment List#1: Positive
[1916] Words in Sentiment List#2: Negative
[28] Words in Sentiment List#3: Angry/Violent
[74146] Non-categorized Words
[78803] Total Words
[1616] markoff
[567] john
[543] markoff_cheney
[464] s
[343] nyt

Top Words in Tweet in G1:
[506] markoff_cheney
[71] one
[67] up
[64] out
[53] t
[52] now
[52] atrupar
[51] time
[50] pinkrabbits4
[47] people

Top Words in Tweet in G2:
[314] markoff
[145] trump
[115] s
[79] t
[61] president
[59] one
[55] more
[50] otter_ai
[46] today
[42] nytimes

Top Words in Tweet in G3:
[662] markoff
[360] john
[320] nyt
[183] next
[179] takes
[178] transcribing
[178] company
[177] mouth
[177] screen
[177] step

Top Words in Tweet in G4:
[196] jheil
[194] markoff
[194] nytdavidbrooks
[189] xeni
[137] s
[131] hey
[131] gonna
[131] write
[131] going
[131] john

Top Words in Tweet in G5:
[120] dress
[119] black
[118] hole
[118] now
[118] available
[118] #blackholeweek
[118] #blackholes
[117] shenovafashion
[117] #astrophysics
[91] #astrotwitter

Top Words in Tweet in G6:
[79] markoff
[41] computerhistory
[35] marietjeschaake
[35] carolecadwalla
[33] karim_amer33
[20] pedro
[20] kos
[19] new
[19] podcast
[15] casbs

Top Words in Tweet in G7:
[44] #gocougs
[20] s
[18] markoff
[15] wsucougarfb
[12] week
[12] game
[12] up
[11] gordo1_
[11] gordon
[10] t

Top Words in Tweet in G8:
[29] s
[13] more
[13] paul_markoff
[10] game
[10] episode
[10] bb
[9] former
[9] one
[9] markpfeiffer
[9] w

Top Words in Tweet in G9:
[19] markoff
[14] karaswisher
[12] greenhousenyt
[12] corporate
[12] intelligence
[11] seems
[11] executives
[11] rushing
[11] introduce
[11] artificial

Top Words in Tweet in G10:
[21] markoff
[16] stewartbrand
[15] heidihutner
[15] mzjacobson
[15] astroteller
[12] billgates
[11] ink7
[9] repannaeshoo
[7] time
[6] back

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[417] john,markoff
[330] markoff,nyt
[195] markoff,nytdavidbrooks
[189] building,garage
[189] garage,company
[188] always,building
[187] company,john
[186] mouth,screen
[186] screen,transcribing
[186] transcribing,takes

Top Word Pairs in Tweet in G1:
[34] markoff_cheney,repadamschiff
[23] markoff_cheney,therickwilson
[21] mkwheaties,pinkrabbits4
[21] markoff_cheney,atrupar
[19] markoff_cheney,davidhogg111
[16] pinkrabbits4,markoff_cheney
[15] kerrybakes,markoff_cheney
[11] sh,t
[11] don,t
[11] sob1408,markoff_cheney

Top Word Pairs in Tweet in G2:
[29] aarongreenspan,markoff
[24] don,t
[22] white,house
[21] markoff,nytimes
[15] thank,markoff
[15] cazin678,markoff
[15] nytimes,feature
[15] feature,today
[15] today,otter_ai
[15] otter_ai,app

Top Word Pairs in Tweet in G3:
[359] john,markoff
[316] markoff,nyt
[177] mouth,screen
[177] screen,transcribing
[177] transcribing,takes
[177] takes,next
[177] next,step
[175] building,garage
[175] garage,company
[174] always,building

Top Word Pairs in Tweet in G4:
[194] markoff,nytdavidbrooks
[131] hey,jheil
[131] jheil,gonna
[131] gonna,write
[131] write,going
[131] going,john
[131] s,jeffrey
[131] jeffrey,epstein
[131] epstein,dinners
[131] dinners,markoff

Top Word Pairs in Tweet in G5:
[118] black,hole
[118] hole,dress
[118] dress,now
[118] now,available
[118] available,#blackholeweek
[118] #blackholeweek,#blackholes
[117] #blackholes,#astrophysics
[91] #astrophysics,#astrotwitter
[91] shenovafashion,black
[26] shenovafashion,âš

Top Word Pairs in Tweet in G6:
[20] pedro,kos
[17] carolecadwalla,karim_amer33
[15] karim_amer33,markoff
[14] human,centered
[14] carolecadwalla,marietjeschaake
[14] marietjeschaake,markoff
[13] podcast,human
[13] marietjeschaake,carolecadwalla
[13] computerhistory,karim_amer33
[13] karim_amer33,carolecadwalla

Top Word Pairs in Tweet in G7:
[10] #gocougs,#jointhehunt
[8] anthony,gordon
[8] clay,markoff
[7] gardner,minshew
[6] washington,state
[5] don,t
[5] #gocougs,#cougsvseverybody
[5] dillon,sherman
[5] dominick,silvels
[4] 22,23

Top Word Pairs in Tweet in G8:
[5] former,president
[5] american,factory
[5] apple,podcasts
[5] podcasts,spotify
[5] spotify,more
[4] michael,lorenzen
[4] julia,reichert
[4] reichert,retrospective
[4] retrospective,begins
[4] begins,tomorrow

Top Word Pairs in Tweet in G9:
[12] karaswisher,markoff
[11] seems,corporate
[11] corporate,executives
[11] executives,rushing
[11] rushing,introduce
[11] introduce,artificial
[11] artificial,intelligence
[11] intelligence,robots
[11] robots,new
[10] greenhousenyt,seems

Top Word Pairs in Tweet in G10:
[15] heidihutner,mzjacobson
[15] mzjacobson,astroteller
[14] astroteller,stewartbrand
[14] stewartbrand,markoff
[11] ink7,heidihutner
[11] markoff,billgates
[9] billgates,repannaeshoo
[4] jsalsman,heidihutner
[3] aoc,markoff
[3] markoff,helped

Top Replied-To
Top Replied-To in Entire Graph:
@markoff_cheney
@markoff
@sob1408
@atrupar
@xeni
@aarongreenspan
@hoarsewisperer
@d_a_n10000
@pinkrabbits4
@keeper_of_inns

Top Replied-To in G1:
@markoff_cheney
@sob1408
@atrupar
@hoarsewisperer
@therickwilson
@pinkrabbits4
@keeper_of_inns
@d_a_n10000
@squid_forbrains
@fn_katz

Top Replied-To in G2:
@markoff
@aarongreenspan
@musksfudetector
@tslaqq
@haidarans
@alandail
@harbles
@teslaedison1
@stevesi
@antoniogm

Top Replied-To in G4:
@xeni
@jheil
@caraallieray
@lolkitties
@markoff_cheney
@sharon_ringel

Top Replied-To in G6:
@markoff
@johnmashey
@selphnb
@computerhistory
@stewartbrand
@leapingrobot
@nicolas_colin
@casbsstanford
@andrewjanwalker
@marietjeschaake

Top Replied-To in G7:
@podvseveryone
@theolawson_sr
@markoff_s
@cougsutra
@cougfancom
@coloradocoug
@boobiewilliams2
@gordo1_
@dewpk
@gardnerminshew5

Top Replied-To in G8:
@paul_markoff
@tweeting_burd
@corndogchats
@moegger1530
@lancemcalister
@matthewgfields
@oliecoen
@ballislife
@larsenonfilm
@super70ssports

Top Replied-To in G9:
@karaswisher
@soychicka
@mattspergel
@jyarow
@greenhousenyt
@leapingrobot

Top Replied-To in G10:
@ink7
@jsalsman
@margaretomara
@jake_wiggins
@aoc

Top Mentioned
Top Mentioned in Entire Graph:
@markoff
@nytdavidbrooks
@jheil
@xeni
@markoff_cheney
@shenovafashion
@realdonaldtrump
@nytimes
@repadamschiff
@pinkrabbits4

Top Mentioned in G1:
@markoff_cheney
@repadamschiff
@pinkrabbits4
@therickwilson
@atrupar
@davidhogg111
@sob1408
@mkwheaties
@yashar
@funder

Top Mentioned in G2:
@markoff
@nytimes
@otter_ai
@realdonaldtrump
@aarongreenspan
@rbreich
@cazin678
@nils_gilman
@chrislhayes
@plainsite

Top Mentioned in G3:
@karl_popp
@markoff_oleg
@felipekbca

Top Mentioned in G4:
@markoff
@nytdavidbrooks
@jheil
@xeni
@page88
@lolkitties
@shenovafashion
@deadlinewh
@sharon_ringel
@markhalperin

Top Mentioned in G5:
@shenovafashion
@ehtelescope
@shebaaj
@kimmoldofsky

Top Mentioned in G6:
@markoff
@carolecadwalla
@marietjeschaake
@computerhistory
@karim_amer33
@casbsstanford
@margaretomara
@stewartbrand
@johnmashey
@dryan149

Top Mentioned in G7:
@wsucougarfb
@gordo1_
@cougfancom
@easopwinston
@max_borghi
@coach_leach
@pac12network
@theolawson_sr
@hilinskishope
@hunterdale_1

Top Mentioned in G8:
@markpfeiffer
@paul_markoff
@mlb
@filmbound
@super70ssports
@wexarts
@rexchapman
@conanobrien
@reds

Top Mentioned in G9:
@markoff
@greenhousenyt
@karaswisher
@theprospect
@teddyschleifer
@josephmccartin
@mikeisaac
@kashhill
@nitashatiku
@delrey

Top Mentioned in G10:
@markoff
@heidihutner
@mzjacobson
@astroteller
@stewartbrand
@billgates
@repannaeshoo
@aoc
@neilcrickmore
@quinnnorton

Top Tweeters
Top Tweeters in Entire Graph:
@wweaverbot
@lifetechnology1
@lopezgovlaw
@startupsbot
@cahulaan
@techl0g
@tacobell
@ericdemarylebon
@magnifyk
@babysgramma

Top Tweeters in G1:
@tacobell
@babysgramma
@thehill
@metaquest
@walmart
@9news
@foxnews
@chuckwendig
@therickwilson
@nycsouthpaw

Top Tweeters in G2:
@calcaware
@nytimes
@librab103
@shyduroff
@radiofreetom
@wsj
@thegrugq
@abc
@cnn
@emptywheel

Top Tweeters in G3:
@wweaverbot
@lifetechnology1
@techl0g
@magnifyk
@_stuntmanjet_
@stevocandelaria
@drsonamsharma
@cisionnews
@rodbook
@felipekbca

Top Tweeters in G4:
@b1e56df9ce6549f
@katcapps
@soaprookie
@fairishgodmum
@weskusgogga
@rabidbadger
@nebula63
@xeni
@mathewi
@katrinahagen2

Top Tweeters in G5:
@ericdemarylebon
@rnitsch
@sandoly
@adrienneleigh
@darksapiens
@femtech_
@davidbflower
@arclight
@artcollisions
@piccolojrs

Top Tweeters in G6:
@eddarrell
@davidaquinley
@armyofwomack
@stillost
@nyamwanda
@jimprall
@b_sputnik
@_r_s_s_
@geekeconomist
@matthewstoller

Top Tweeters in G7:
@pac12network
@si_ncaafb
@jaguars
@broncos
@spokesmanreview
@cougfancom
@bkransford
@josh_nacion
@brennagreene_
@theolawson_sr

Top Tweeters in G8:
@nbcnews
@lancemcalister
@nfl
@tsnmike
@mlb
@lizmair
@ballislife
@rockies
@espn
@mzhemingway

Top Tweeters in G9:
@tenshiakari12
@trabajareuropa
@akdm_bot
@starchyarchie
@karaswisher
@jyarow
@theprospect
@oneunionmom
@largitio
@pkafka

Top Tweeters in G10:
@quinnnorton
@mmpadellan
@justask
@jsalsman
@ink7
@heidihutner
@mzjacobson
@rafi0t
@aoc
@mdhardeman


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