Vote mail, Twitter, 7/31/2020 11:01:37 PM, 231531


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Vote mail_2020-07-31_14-25-53.xlsx
Vote mail_2020-07-31_14-25-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 31, 2020
Short Description:
Vote mail via NodeXL https://bit.ly/315C2cn
@realdonaldtrump
@meidastouch
@maryfranervin
@georgepapa19
@waynedupreeshow
@gerryconnolly
@berniesanders
@briantylercohen
@taniel
@angelwarrior321

Top hashtags:
#trumpmailsitin
#voterfraudisreal
#obamabidengate
#votebymail

Description:
Description
The graph represents a network of 17,597 Twitter users whose recent tweets contained "Vote mail", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 31 July 2020 at 22:33 UTC.

The tweets in the network were tweeted over the 2-hour, 32-minute period from Friday, 31 July 2020 at 18:53 UTC to Friday, 31 July 2020 at 21:25 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 : 17597
Unique Edges : 25573
Edges With Duplicates : 1639
Total Edges : 27212
Number of Edge Types : 5
Retweet : 15488
Replies to : 3046
Tweet : 1311
MentionsInRetweet : 5100
Mentions : 2267
Self-Loops : 1356
Reciprocated Vertex Pair Ratio : 0.00300084023526587
Reciprocated Edge Ratio : 0.00598372426998564
Connected Components : 1124
Single-Vertex Connected Components : 578
Maximum Vertices in a Connected Component : 15274
Maximum Edges in a Connected Component : 24891
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.791375
Graph Density : 8.09593660330026E-05
Modularity : 0.777023
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 17,597 Twitter users whose recent tweets contained "Vote mail", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 31 July 2020 at 22:33 UTC.

The tweets in the network were tweeted over the 2-hour, 32-minute period from Friday, 31 July 2020 at 18:53 UTC to Friday, 31 July 2020 at 21:25 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 : TwitterSearch
Graph Term : Vote mail
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:
[857] https://twitter.com/mikel_jollett/status/1289193861256843264
[666] https://twitter.com/washingtonpost/status/1289155866860675072
[642] https://www.waynedupree.com/2020/07/obama-john-lewis-funeral/
[540] https://www.washingtonpost.com/politics/postal-service-backlog-sparks-worries-that-ballot-delivery-could-be-delayed-in-november/2020/07/30/cb19f1f4-d1d0-11ea-8d32-1ebf4e9d8e0d_story.html
[162] https://www.cnn.com/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[115] https://twitter.com/TomFitton/status/1287562012034322433
[111] https://twitter.com/JennaEllisEsq/status/1289020263410040832
[106] https://twitter.com/MeidasTouch/status/1289242325059694594
[103] https://www.npr.org/2020/07/30/897453705/trump-keeps-criticizing-universal-vote-by-mail-but-the-nation-isnt-doing-that?utm_medium=social&utm_term=nprnews&utm_source=twitter.com&utm_campaign=politics
[99] https://www.cnn.com/2020/07/31/politics/usps-mail-in-voting-2020-election/index.html

Top URLs in Tweet in G1:
[742] https://twitter.com/mikel_jollett/status/1289193861256843264
[106] https://twitter.com/JennaEllisEsq/status/1289020263410040832
[99] https://twitter.com/TomFitton/status/1287562012034322433
[47] https://twitter.com/jennaellisesq/status/1289020263410040832
[34] https://www.waynedupree.com/2020/07/obama-john-lewis-funeral/
[31] https://www.brennancenter.org/our-work/analysis-opinion/false-narrative-vote-mail-fraud_
[31] https://www.cnn.com/2020/07/14/politics/jenna-ellis-mail-voting-kfile/index.html
[31] https://twitter.com/washingtonpost/status/1289155866860675072
[27] https://www.cnn.com/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[26] https://twitter.com/TomFitton/status/1282671178105192448

Top URLs in Tweet in G2:
[90] https://twitter.com/MeidasTouch/status/1289242325059694594
[81] https://twitter.com/meidastouch/status/1289242325059694594
[52] https://voteamerica.com/
[42] https://votesaveamerica.com/everylastvote
[34] https://twitter.com/npr/status/1289031808491954177
[25] https://www.cnn.com/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[20] https://twitter.com/mikel_jollett/status/1289193861256843264
[9] https://twitter.com/washingtonpost/status/1289155866860675072
[9] https://www.washingtonpost.com/politics/postal-service-backlog-sparks-worries-that-ballot-delivery-could-be-delayed-in-november/2020/07/30/cb19f1f4-d1d0-11ea-8d32-1ebf4e9d8e0d_story.html
[8] https://www.joelnewby.com/social

Top URLs in Tweet in G3:
[52] https://www.washingtonpost.com/politics/postal-service-backlog-sparks-worries-that-ballot-delivery-could-be-delayed-in-november/2020/07/30/cb19f1f4-d1d0-11ea-8d32-1ebf4e9d8e0d_story.html
[23] https://twitter.com/AriBerman/status/1288161123817140232
[16] https://www.cnn.com/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[14] https://www.newyorker.com/news/daily-comment/is-the-postal-service-being-manipulated-to-help-trump-get-reelected
[11] http://www.msn.com/en-us/news/politics/video-resurfaces-of-trump-struggling-to-vote-in-person-in-2004-as-he-ramps-up-attacks-on-mail-in-voting/ar-BB17pqGV?ocid=st
[8] https://www.cnn.com/2020/07/31/politics/trump-intelligence-officials-contradict-mail-in-voting-sow-doubt-foreign/index.html
[6] https://twitter.com/mikel_jollett/status/1289193861256843264
[5] https://twitter.com/AriBerman/status/1288836898417516545
[4] https://twitter.com/AriBerman/status/1283769223563665409
[3] https://twitter.com/jennycohn1/status/1288981358375661568

Top URLs in Tweet in G4:
[7] https://www.wsj.com/articles/new-yorks-mail-vote-disaster-11595286912
[7] https://twitter.com/TomFitton/status/1287562012034322433
[5] https://www.cbsnews.com/news/covid-19-vote-by-mail-ballot-counted-election/
[2] https://twitter.com/KATUNews/status/1289239902140465152
[2] https://twitter.com/JaniceTXBlessed/status/1289206584845901825
[2] https://twitter.com/EvanAKilgore/status/1288997998605873154
[1] https://twitter.com/TomFitton/status/1156314077163065344

Top URLs in Tweet in G5:
[38] https://www.npr.org/2020/07/30/897453705/trump-keeps-criticizing-universal-vote-by-mail-but-the-nation-isnt-doing-that
[11] https://twitter.com/mikel_jollett/status/1289193861256843264
[10] https://www.breitbart.com/politics/2020/07/30/watch-local-tv-news-experiment-exposes-flaws-of-vote-by-mail/
[9] https://www.cnn.com/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[7] https://twitter.com/mikel_jollett/status/1289190430974738433
[6] https://twitter.com/washingtonpost/status/1289155866860675072
[5] https://www.cnn.com/2020/07/30/politics/trump-election-tweet-republican-reaction/index.html
[5] https://www.washingtonpost.com/politics/postal-service-backlog-sparks-worries-that-ballot-delivery-could-be-delayed-in-november/2020/07/30/cb19f1f4-d1d0-11ea-8d32-1ebf4e9d8e0d_story.html
[5] https://www.rawstory.com/2020/07/with-trump-donor-in-charge-postal-service-may-shut-locations-and-cut-service-before-election-day/
[3] https://vote.org/

Top URLs in Tweet in G6:
[592] https://www.waynedupree.com/2020/07/obama-john-lewis-funeral/
[4] https://twitter.com/TomFitton/status/1287562012034322433
[2] https://twitter.com/alexwalker2020/status/1289016746087723014
[1] https://www.nytimes.com/2012/10/07/us/politics/as-more-vote-by-mail-faulty-ballots-could-impact-elections.html

Top URLs in Tweet in G7:
[44] https://www.cnn.com/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[10] https://amp.cnn.com/cnn/2020/07/31/politics/trump-vote-by-mail-provisional-ballot-2004-video/index.html
[8] https://www.cbsnews.com/news/covid-19-vote-by-mail-ballot-counted-election/
[5] https://twitter.com/Mikel_Jollett/status/1289190430974738433
[5] https://vote.org/
[5] https://www.cnn.com/2020/07/31/politics/usps-mail-in-voting-2020-election/index.html
[5] https://twitter.com/meidastouch/status/1289284307006046210
[4] https://www.breitbart.com/politics/2020/07/30/watch-local-tv-news-experiment-exposes-flaws-of-vote-by-mail/
[4] https://twitter.com/MeidasTouch/status/1289284307006046210
[4] http://feeds.feedburner.com/~r/DrudgeReportFeed/~3/CZSmfMX6jlk/?utm_source=feedburner&utm_medium=twitter&utm_campaign=drudgefeed

Top URLs in Tweet in G8:
[48] https://twitter.com/BarackObama/status/1288149277861195787
[19] https://pjmedia.com/news-and-politics/rick-moran/2020/07/25/usps-fails-mail-in-ballot-test-n697455
[11] https://www.waynedupree.com/2020/07/obama-john-lewis-funeral/
[3] https://twitter.com/gatewaypundit/status/1288674038945128453
[3] https://twitter.com/TomFitton/status/1287562012034322433
[3] https://twitter.com/LionelMedia/status/1289266469637771266
[2] https://twitter.com/tammy_luke/status/1288977971953512448
[2] https://twitter.com/davidaxelrod/status/1288963650804420609
[1] https://ktla.com/news/4-sentenced-for-their-role-in-voter-fraud-scheme-that-bribed-people-on-skid-row-with-money-cigarettes/
[1] https://www.cbsnews.com/news/covid-19-vote-by-mail-ballot-counted-election/

Top URLs in Tweet in G9:
[505] https://twitter.com/washingtonpost/status/1289155866860675072
[8] https://elections.ri.gov/voting/applymail.php
[3] https://twitter.com/mikel_jollett/status/1289193861256843264
[3] http://www.vote.ri.gov
[1] https://elections.maryland.gov/voting/absentee.html
[1] https://www.nytimes.com/2012/10/07/us/politics/as-more-vote-by-mail-faulty-ballots-could-impact-elections.html
[1] https://voteamerica.com/
[1] https://sos.ga.gov/index.php/Elections/absentee_voting_in_georgia

Top URLs in Tweet in G10:
[92] https://elections.maryland.gov/voting/absentee.html
[67] https://twitter.com/washingtonpost/status/1289155866860675072
[57] https://www.vice.com/en_us/article/7kp7ge/trumps-attacks-on-mail-in-ballots-could-turn-election-day-into-chaos
[9] https://secure.actblue.com/donate/postage4md
[9] https://twitter.com/cnn/status/1289264583425720327
[8] https://twitter.com/hansilowang/status/1289048771612082187
[8] https://www.ncpssm.org/2020-2/
[6] https://twitter.com/mikel_jollett/status/1289193861256843264
[5] https://twitter.com/atrupar/status/1289247560578686977
[5] https://sos.ga.gov/index.php/Elections/absentee_voting_in_georgia

Top Domains
Top Domains in Tweet in Entire Graph:
[2928] twitter.com
[642] waynedupree.com
[592] washingtonpost.com
[378] cnn.com
[350] npr.org
[207] trib.al
[145] votesaveamerica.com
[117] votespa.com
[109] maryland.gov
[106] newsweek.com

Top Domains in Tweet in G1:
[1117] twitter.com
[65] cnn.com
[34] waynedupree.com
[31] brennancenter.org
[18] npr.org
[8] trib.al
[8] factcheck.org
[8] camsec.org
[7] cbsnews.com
[6] reuters.com

Top Domains in Tweet in G2:
[249] twitter.com
[52] voteamerica.com
[42] votesaveamerica.com
[27] cnn.com
[9] washingtonpost.com
[8] joelnewby.com
[6] moveon.org
[5] npr.org
[3] newsweek.com
[2] carolyn4congress.com

Top Domains in Tweet in G3:
[52] washingtonpost.com
[49] twitter.com
[24] cnn.com
[14] newyorker.com
[11] msn.com
[3] instagram.com
[2] nbcnews.com
[2] npr.org
[1] iwillvote.com
[1] katu.com

Top Domains in Tweet in G4:
[14] twitter.com
[7] wsj.com
[5] cbsnews.com

Top Domains in Tweet in G5:
[43] npr.org
[43] twitter.com
[16] cnn.com
[10] breitbart.com
[6] washingtonpost.com
[5] rawstory.com
[3] youtube.com
[3] vote.org
[3] nbcnews.com
[3] nymag.com

Top Domains in Tweet in G6:
[592] waynedupree.com
[6] twitter.com
[1] nytimes.com

Top Domains in Tweet in G7:
[171] twitter.com
[70] cnn.com
[14] npr.org
[9] washingtonpost.com
[9] cbsnews.com
[8] vote.org
[5] nytimes.com
[5] youtube.com
[4] breitbart.com
[4] newsweek.com

Top Domains in Tweet in G8:
[61] twitter.com
[19] pjmedia.com
[11] waynedupree.com
[1] ktla.com
[1] cbsnews.com

Top Domains in Tweet in G9:
[508] twitter.com
[11] ri.gov
[1] maryland.gov
[1] nytimes.com
[1] voteamerica.com
[1] ga.gov

Top Domains in Tweet in G10:
[111] twitter.com
[92] maryland.gov
[57] vice.com
[9] actblue.com
[8] ncpssm.org
[7] npr.org
[6] iowa.gov
[6] cnn.com
[5] ga.gov
[4] vote.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2029] trumpmailsitin
[408] voterfraudisreal
[408] obamabidengate
[197] votebymail
[138] wewillvote
[125] voterfraud
[108] vote
[99] postvotebymailinfonow
[96] resisters
[86] covid19



Top Hashtags in Tweet in G1:
[104] voterfraud
[58] trumpmailsitin
[36] impotusamericanus
[32] amrstaff
[29] voterfraudisreal
[29] obamabidengate
[16] votebymail
[13] vote
[11] trump
[10] wewillvote

Top Hashtags in Tweet in G2:
[1740] trumpmailsitin
[11] voteblue
[11] gojoe2020
[11] freshtopics
[8] oh15
[4] covid19
[3] trump
[2] trumpisnotwell
[2] bidenlandslide2020
[2] lincolnproject

Top Hashtags in Tweet in G3:
[48] trumpmailsitin
[32] covid19
[25] onev1
[12] mailinvoting
[12] comcast
[5] votebluedownballot
[5] tuckfrump
[3] paperpollbooks
[3] handmarkedpaperballots
[3] vote

Top Hashtags in Tweet in G4:
[8] voterfraud
[2] mailinvotingisvoterfraud
[2] mailinballots

Top Hashtags in Tweet in G5:
[17] trumpmailsitin
[8] savetheusps
[5] ovelections
[4] votebluenomatterwho
[3] openborders
[2] 2020election
[2] mailinballots
[2] gotv
[2] election2020
[2] maga

Top Hashtags in Tweet in G6:
[4] voterfraud
[1] joebiden2020
[1] trump2020

Top Hashtags in Tweet in G7:
[21] vote
[17] votebymail
[9] trumpmailsitin
[6] votebymail2020
[5] votebluetosaveamerica2020
[5] smartnews
[5] voteblue
[4] biden2020
[4] trump
[4] thefive

Top Hashtags in Tweet in G8:
[370] voterfraudisreal
[370] obamabidengate
[3] voterfraud
[3] impotusamericanus
[2] mailinballots
[2] mailinvoting
[2] mailinvoterfraud

Top Hashtags in Tweet in G9:
[16] trumpmailsitin
[3] votereadyri
[3] beavoter
[1] savethepostoffice
[1] uspssabotage
[1] resisters
[1] postvotebymailinfonow
[1] wewillvote
[1] suburbsforbiden
[1] vote

Top Hashtags in Tweet in G10:
[92] postvotebymailinfonow
[88] resisters
[36] vote
[25] suburbsforbiden
[14] trumpmailsitin
[11] trumppresser
[11] s
[10] covid19
[9] votebymail
[8] 2020census

Top Words
Top Words in Tweet in Entire Graph:
[26115] mail
[23929] vote
[4868] people
[4612] ballot
[4477] voting
[4309] trump
[4078] election
[3466] votes
[3297] need
[3081] one

Top Words in Tweet in G1:
[5185] vote
[3933] mail
[2420] realdonaldtrump
[1832] need
[1709] people
[1242] office
[1116] store
[1111] early
[1060] line
[1059] stand

Top Words in Tweet in G2:
[5270] mail
[3222] vote
[2725] votes
[1740] #trumpmailsitin
[978] states
[975] implement
[961] demand
[959] replying
[959] hashtag
[871] trump

Top Words in Tweet in G3:
[2069] mail
[1781] ballot
[1684] one
[1185] vote
[864] fill
[856] request
[856] fraud
[855] state
[852] washington
[848] lines

Top Words in Tweet in G4:
[931] vote
[903] mail
[870] voting
[868] person
[868] don
[864] remember
[862] store
[862] plane
[862] fool
[862] believing

Top Words in Tweet in G5:
[1029] vote
[803] mail
[411] trump
[401] voting
[386] election
[323] mikel_jollett
[313] early
[312] need
[285] day
[283] don

Top Words in Tweet in G6:
[1186] packed
[1186] people
[1185] full
[645] vote
[635] mail
[593] obama
[593] room
[593] rooms
[593] unsafe
[592] tells

Top Words in Tweet in G7:
[680] vote
[658] mail
[179] voting
[159] trump
[123] ballot
[120] election
[98] person
[93] ballots
[84] people
[59] absentee

Top Words in Tweet in G8:
[793] people
[763] packed
[728] mail
[712] vote
[392] full
[383] unsafe
[383] make
[382] obama
[381] tells
[381] room

Top Words in Tweet in G9:
[649] mail
[626] vote
[528] trump
[514] chair
[508] american
[508] usps
[507] postal
[506] service
[506] inside
[505] crony

Top Words in Tweet in G10:
[1150] mail
[824] vote
[233] usps
[224] more
[223] voting
[215] trump
[156] election
[146] right
[138] service
[125] ballots

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12754] vote,mail
[3043] votes,mail
[2129] ballot,mail
[1966] people,vote
[1722] full,people
[1722] need,people
[1715] vote,person
[1705] packed,full
[1509] voting,mail
[1436] vote,early

Top Word Pairs in Tweet in G1:
[2090] vote,mail
[1505] people,vote
[1485] need,people
[1058] stand,line
[753] vote,early
[747] postmaster,general
[746] vote,november
[745] louis,dejoy
[744] general,louis
[743] november,need

Top Word Pairs in Tweet in G2:
[2718] votes,mail
[2370] vote,mail
[975] implement,vote
[963] states,implement
[959] demand,states
[959] mail,replying
[959] replying,hashtag
[959] hashtag,#trumpmailsitin
[634] wife,votes
[634] mail,vp

Top Word Pairs in Tweet in G3:
[1682] ballot,mail
[850] washington,state
[845] mail,request
[841] state,polls
[841] polls,lines
[841] lines,coronavirus
[841] coronavirus,exposure
[841] exposure,time
[841] time,work
[841] work,vote

Top Word Pairs in Tweet in G4:
[866] vote,person
[862] fool,believing
[861] remember,capable
[861] capable,go
[861] go,store
[861] store,walk
[861] walk,outside
[861] outside,travel
[861] travel,plane
[861] plane,damn

Top Word Pairs in Tweet in G5:
[312] mail,voting
[294] vote,mail
[291] vote,early
[272] vote,vote
[270] mikel_jollett,lily_warrior
[267] 14,day
[267] day,turn
[267] turn,around
[267] around,mail
[265] voting,don

Top Word Pairs in Tweet in G6:
[1185] packed,full
[1185] full,people
[607] vote,mail
[593] room,packed
[593] people,rooms
[593] rooms,packed
[593] people,unsafe
[592] obama,tells
[592] tells,room
[592] unsafe,vote

Top Word Pairs in Tweet in G7:
[301] vote,mail
[79] mail,voting
[66] vote,person
[62] mail,ballots
[46] mail,ballot
[45] mail,vote
[30] voting,mail
[26] make,sure
[22] attacks,mail
[21] vote,early

Top Word Pairs in Tweet in G8:
[442] vote,mail
[392] packed,full
[392] full,people
[383] unsafe,vote
[381] obama,tells
[381] tells,room
[381] room,packed
[381] people,rooms
[381] rooms,packed
[381] people,unsafe

Top Word Pairs in Tweet in G9:
[577] vote,mail
[506] postal,service
[505] trump,crony
[505] crony,actively
[505] actively,undermining
[505] undermining,postal
[505] service,inside
[505] inside,destroy
[505] destroy,american
[505] american,institution

Top Word Pairs in Tweet in G10:
[554] vote,mail
[134] mail,voting
[94] go,viral
[94] half,voters
[94] voters,under
[93] know,vote
[92] viral,state's
[92] state's,vote
[92] mail,website
[92] website,global

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@mikel_jollett
@meidastouch
@mmpadellan
@geoffrbennett
@jennaellisesq
@projectlincoln
@sethabramson
@gavinnewsom
@bill_maxwell_

Top Replied-To in G1:
@realdonaldtrump
@jennaellisesq
@rogermissocny
@tomfitton
@alfranken
@waynedupreeshow
@teamtrump
@listenhere12
@tedlieu
@anthonybrinks

Top Replied-To in G2:
@meidastouch
@resistersis20
@retiredmaybe
@ewarren
@dennisclaude3
@jefftimmer
@hkrassenstein
@businessgypsy
@repsforbiden
@repnomore

Top Replied-To in G3:
@maryfranervin
@pattonoswalt
@spireship
@mmpadellan
@johnlegend
@relevanne
@aprilgreen93
@jennycohn1
@leaderhoyer
@ching4life

Top Replied-To in G4:
@georgepapa19
@inittowinit007
@abc13houston
@althea595

Top Replied-To in G5:
@mikel_jollett
@sethabramson
@chueyburns
@pjc_raiders
@realdonaldtrump
@sunshine_jan
@thedemocrats
@speakerpelosi
@raker1000
@joycewhitevance

Top Replied-To in G6:
@thauserkstp
@waynedupreeshow
@govtimwalz
@senatorcarper
@freedomtorule
@teaboots
@thejudgereport

Top Replied-To in G7:
@ejboudreaux3

Top Replied-To in G8:
@lionelmedia
@actbrigitte
@jsolomonreports
@peterjhasson
@jessebwatters
@janicetxblessed
@skyrider4538
@desicuban
@g_analytical
@beatrizarturo2

Top Replied-To in G9:
@amy_siskind
@wajahatali
@jedshug
@milehighman71
@karriek817
@gerryconnolly
@adamparkhomenko
@ariberman
@chueyburns
@theplumlinegs

Top Replied-To in G10:
@realdonaldtrump
@time
@atrupar
@therickwilson
@delivdemocracy
@teesa_michele
@kylegriffin1
@cam_joseph
@thedailybeast
@johncusack

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@teamtrump
@meidastouch
@lily_warrior
@judicialwatch
@usps
@potus
@jennaellisesq
@chrislhayes
@billhagertytn

Top Mentioned in G1:
@realdonaldtrump
@teamtrump
@judicialwatch
@jennaellisesq
@billhagertytn
@tuckercarlson
@donnafedwards
@rogermissocny
@googlenews
@gopchairwoman

Top Mentioned in G2:
@meidastouch
@realdonaldtrump
@usps
@repsforbiden
@ewarren
@morgfair
@amoneyresists
@hkrassenstein
@projectlincoln
@edmorehouse1

Top Mentioned in G3:
@realdonaldtrump
@kerrywashington
@wingnutright
@ronwyden
@maryfranervin
@daegudave
@momoddotcom
@lilhistorian
@marcelaecu
@johnlegend

Top Mentioned in G4:
@hoosiers1986
@thomassowell

Top Mentioned in G5:
@lily_warrior
@speakerpelosi
@realdonaldtrump
@mikel_jollett
@senschumer
@projectlincoln
@senduckworth
@repadamschiff
@thedemocrats
@youtube

Top Mentioned in G6:
@govtimwalz
@waynedupreeshow
@usps
@eugenemccarty

Top Mentioned in G7:
@brewminate

Top Mentioned in G8:
@jessebwatters
@comfortablysmug
@realdonaldtrump
@latiffani1
@drdavidsamadi
@newsmax
@edavidq7621
@punisherpayne
@jsolomonreports
@flowerpotzzz

Top Mentioned in G9:
@mweinfeld
@amy_siskind
@realdonaldtrump
@karriek817
@milehighman71
@kenjbarnes1
@cheypot
@theplumlinegs

Top Mentioned in G10:
@usps
@realdonaldtrump
@fairfightaction
@faircount
@allontheline
@marceelias
@time
@neal_katyal
@walshfreedom
@crossky

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@robinsnewswire
@dichristine
@jurylady5
@chris_1791
@souljahsingh
@monicasloves
@raymond_norman
@mattmurph24
@solutioneer72

Top Tweeters in G1:
@chris_1791
@souljahsingh
@sharneal
@gottalaff
@manmet80
@lucysullivan888
@fasting39
@kenkircher1
@roylmurry425
@kak089

Top Tweeters in G2:
@raymond_norman
@joepranaitis
@stockguy61
@carolmaewy
@mayirmamay14
@astraea_styx
@beverly21811568
@patta47cake
@miss_placed_
@spencz1997

Top Tweeters in G3:
@monicasloves
@bellesapepper37
@windmillcharger
@ecclesias
@domer94
@daretothink53
@shareitarie10
@beverlynotmypre
@glangendorf01
@skrbelly1

Top Tweeters in G4:
@mitchiepoo46
@scribbledpages1
@cssueta
@usatopguns
@yoakumgirl923
@inittowinit007
@betramobet
@nmmaduabuch
@k1erry
@cashbama

Top Tweeters in G5:
@bkindngood
@pinchandscrimp
@3chicspolitico
@wismiss3
@jali_cat
@queenpeace2017
@wmn4srvl
@jimmya_shook1s
@53kalevasjanice
@ajcalmaga

Top Tweeters in G6:
@guardian_elite
@craybo23
@karriefleetwood
@artmanjanet
@jennifer_0780
@stefilassiter
@lgcomin
@td21241
@mikeandersonsr
@sedonasurf

Top Tweeters in G7:
@dgendvil
@beatricelacy
@shesoshysti
@drudgefeed
@digitalwater888
@absolutbex
@shehzadyounis
@eybertd
@williammorgan83
@grandmaj2

Top Tweeters in G8:
@msavaarmstrong
@tammywalt61
@hwholcomb
@mscontrariansci
@votingred1
@darhar981
@tia6sc
@janettxblessed
@williamlharbuck
@hlaurora63

Top Tweeters in G9:
@mattmurph24
@ungubunugu1274
@mlczone
@davidpsdem
@rebellegrrl
@trumpgot2go
@teckiegirl
@aziegler
@galileo908
@brucepknight

Top Tweeters in G10:
@robinsnewswire
@inspiteoftrump
@onahunttoday
@joni_looking
@theresamax
@castonchris
@safetypindaily
@trumpwatchnews
@freeandclear1
@llstudent08