Susan Collins, Twitter, 7/31/2020 8:34:14 PM, 231521


FAQ | Problem?

Susan Collins_2020-07-31_12-42-05.xlsx
Susan Collins_2020-07-31_12-42-05.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 31, 2020
Short Description:
Susan Collins via NodeXL https://bit.ly/2XdCAeW
@projectlincoln
@saragideon
@jamesfallows
@therickwilson
@steveschmidtses
@mkraju
@therickydavila
@sensusancollins
@strandjunker
@kobdani2

Top hashtags:
#dyingfortrump
#mepolitics
#stopsusan
#onev1
#mesen

Description:
Description
The graph represents a network of 15,684 Twitter users whose recent tweets contained "Susan Collins", 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 20:09 UTC.

The tweets in the network were tweeted over the 1-day, 20-hour, 17-minute period from Wednesday, 29 July 2020 at 23:23 UTC to Friday, 31 July 2020 at 19:40 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 : 15684
Unique Edges : 25472
Edges With Duplicates : 2930
Total Edges : 28402
Number of Edge Types : 5
Retweet : 14871
Replies to : 4883
Tweet : 1193
MentionsInRetweet : 5321
Mentions : 2134
Self-Loops : 1261
Reciprocated Vertex Pair Ratio : 0.00211615330355044
Reciprocated Edge Ratio : 0.00422336931018301
Connected Components : 1021
Single-Vertex Connected Components : 603
Maximum Vertices in a Connected Component : 13836
Maximum Edges in a Connected Component : 26708
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.093433
Graph Density : 0.000103962980007348
Modularity : 0.640747
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 15,684 Twitter users whose recent tweets contained "Susan Collins", 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 20:09 UTC.

The tweets in the network were tweeted over the 1-day, 20-hour, 17-minute period from Wednesday, 29 July 2020 at 23:23 UTC to Friday, 31 July 2020 at 19:40 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 : Susan Collins
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:
[672] https://twitter.com/projectlincoln/status/1288430111373524994
[481] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/
[229] https://www.palmerreport.com/analysis/susan-collins-the-walls-are-caving-in-on/31011/
[157] https://www.msnbc.com/all-in/watch/why-susan-collins-should-be-concerned-about-reelection-88674885597
[155] https://twitter.com/ProjectLincoln/status/1288430111373524994
[153] https://www.huffpost.com/entry/susan-collins-the-lincoln-project-attack-ad_n_5f216484c5b66a5dd63796a5?ncid=tweetlnkushpmg00000067
[140] https://bangordailynews.com/2020/07/14/politics/susan-collins-says-trump-shouldnt-have-commuted-roger-stones-sentence/
[126] https://twitter.com/bostonjudy3/status/1288917165433905153
[98] https://votefromabroad.org/
[96] https://www.independent.co.uk/news/world/americas/us-election/lincoln-project-ad-susan-collins-anti-trump-republicans-video-a9644801.html

Top URLs in Tweet in G1:
[36] https://bangordailynews.com/2020/07/31/politics/labor-group-that-backed-susan-collins-in-2014-endorses-sara-gideon/
[34] https://twitter.com/projectlincoln/status/1288430111373524994
[25] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/
[21] https://twitter.com/mikeshepherdme/status/1288858902570905602
[19] https://twitter.com/repadamschiff/status/1288855624860803073
[14] https://twitter.com/ProjectLincoln/status/1288430111373524994
[13] https://twitter.com/mkraju/status/1289025173237137409
[13] https://www.wmtw.com/article/republican-led-group-produces-attack-ad-against-sen-susan-collins-for-supporting-trump/33462646
[11] https://americanindependent.com/gop-social-distancing-attacks-coronavirus-joni-ernst-susan-collins-2020-election-covid-19/
[10] https://secure.actblue.com/donate/adopt-me-dem-susan-collins-seat

Top URLs in Tweet in G2:
[120] https://twitter.com/bostonjudy3/status/1288917165433905153
[93] https://votefromabroad.org/
[55] https://twitter.com/ProjectLincoln/status/1288430111373524994
[40] https://secure.actblue.com/
[20] https://saragideon.com/
[18] https://twitter.com/projectlincoln/status/1288430111373524994
[17] https://twitter.com/SaraGideon/status/1283214335884525568
[15] https://crooksandliars.com/2020/07/susan-collinss-new-campaign-ad-really-good
[14] https://www.huffpost.com/entry/susan-collins-the-lincoln-project-attack-ad_n_5f216484c5b66a5dd63796a5?ncid=engmodushpmg00000004
[12] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/

Top URLs in Tweet in G3:
[10] https://demcastusa.com/2020/07/30/gdp-sees-record-drop-and-unemployment-claims-continue-at-historic-highs-as-susan-collins-refuses-to-extend-unemployment-income-keeping-maine-families-out-of-poverty/
[6] https://bangordailynews.com/2020/07/14/politics/susan-collins-says-trump-shouldnt-have-commuted-roger-stones-sentence/
[5] https://twitter.com/votevets/status/1288553525006544896
[2] https://twitter.com/liz_cheney/status/1288919643193827330
[1] https://twitter.com/saragideon/status/1289217195411566593
[1] https://twitter.com/repadamschiff/status/1288855624860803073
[1] https://twitter.com/TeamCollins207/status/1288115274105753603
[1] https://twitter.com/teamcollins207/status/1288115274105753603
[1] https://twitter.com/CNNPolitics/status/1288457003833135109

Top URLs in Tweet in G4:
[116] https://bangordailynews.com/2020/07/14/politics/susan-collins-says-trump-shouldnt-have-commuted-roger-stones-sentence/
[13] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/
[8] https://twitter.com/CNNPolitics/status/1288457003833135109
[7] https://twitter.com/ProjectLincoln/status/1288604246271832064
[6] https://twitter.com/SenatorCollins/status/1288536174055886848
[6] https://secure.actblue.com/donate/ads-sg-feb?refcode=ads-190701-gs-evergreen_dtd-natl-searchers_newracekeys-ad1-running%20against%20susan%20collins&gclid=Cj0KCQjwvIT5BRCqARIsAAwwD-RjJXB59hCQms6CWSdAysky_K6EvF5VqplcAY-N-rpnN_CM3pzUSnQaAk0OEALw_wcB
[5] https://www.bostonglobe.com/2020/07/29/nation/lincoln-project-arrives-maine-senate-race-with-biting-ad-targeting-susan-collins/
[4] https://secure.actblue.com/donate/gideon2020
[3] https://www.msnbc.com/rachel-maddow/watch/susan-collins-once-pledged-to-only-serve-two-terms-1338131011750
[3] https://www.youtube.com/watch?v=D8v-Mgrw0kI&feature=youtu.be


Top URLs in Tweet in G5:
[507] https://twitter.com/projectlincoln/status/1288430111373524994
[9] https://www.cnn.com/2020/06/29/politics/sara-gideon-susan-collins-abortion-brett-kavanaugh/index.html
[8] https://twitter.com/projectlincoln/status/1288604246271832064
[2] https://www.thedailybeast.com/susan-collins-obama-era-vote-against-pandemic-funding-comes-back-to-haunt-her
[2] https://nbcnews.trib.al/nEtyGpJ
[1] https://twitter.com/i/broadcasts/1vOxwkpZpvMxB
[1] https://demcastusa.com/2020/07/30/gdp-sees-record-drop-and-unemployment-claims-continue-at-historic-highs-as-susan-collins-refuses-to-extend-unemployment-income-keeping-maine-families-out-of-poverty/
[1] https://bangordailynews.com/2020/07/14/politics/susan-collins-says-trump-shouldnt-have-commuted-roger-stones-sentence/
[1] https://votefromabroad.org/
[1] https://www.msnbc.com/rachel-maddow/watch/susan-collins-once-pledged-to-only-serve-two-terms-1338131011750

Top URLs in Tweet in G6:
[16] https://www.youtube.com/watch?v=ADItS6C92AY&feature=youtu.be

[5] https://www.rawstory.com/2020/07/maine-is-done-with-her-excuses-lincoln-project-hammers-susan-collins-in-brutal-new-anti-trump-ad/
[5] https://secure.actblue.com/donate/ads-sg-feb?refcode=ads-190701-gs-evergreen_dtd-natl-searchers_newracekeys-ad1-susan%20collins%20opponent%202020&gclid=Cj0KCQjwvIT5BRCqARIsAAwwD-RfgZPWLNOmgq9_53sgoEhCPluZ17haXlnTGx8W9Q0fl3TCsLPuczQaAkacEALw_wcB
[4] https://twitter.com/ProjectLincoln/status/1288430111373524994
[3] https://twitter.com/lindseygrahamsc/status/1288878539190804481
[3] https://youtube.com/watch?v=lSGXknNaYqU&feature=youtu.be

[3] https://boingboing.net/2020/07/29/new-lincoln-project-ad-calls-s.html
[3] https://twitter.com/ProjectLincoln/status/1288604246271832064
[2] https://www.youtube.com/watch?v=C57xcJCWqxE

[2] https://twitter.com/shayz0rz/status/1288288669154058242

Top URLs in Tweet in G7:
[263] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/
[196] https://www.palmerreport.com/analysis/susan-collins-the-walls-are-caving-in-on/31011/
[34] https://www.boston.com/news/politics/2020/07/30/lincoln-project-susan-collins
[28] https://twitter.com/DHBerman/status/1288434502679830528
[25] https://www.rawstory.com/2020/07/great-ad-for-sara-gideon-susan-collinss-new-on-dem-opponent-massively-backfires/
[12] https://twitter.com/samstein/status/1288497795427717120
[10] https://twitter.com/jimsciutto/status/1288420691809837056
[9] http://www.msnbc.com/all-in/watch/why-susan-collins-should-be-concerned-about-reelection-88674885597
[8] https://www.politicususa.com/2020/07/28/susan-collins-losing-maine.html
[8] https://www.salon.com/2020/07/30/susan-collins-insists-she-hasnt-changed-after-lincoln-project-ad-labels-her-a-trump-stooge/

Top URLs in Tweet in G8:
[19] https://www.foxnews.com/media/guy-benson-lincoln-project-susan-collins-ad
[15] https://twitter.com/ProjectLincoln/status/1288430111373524994
[15] https://twitter.com/ProjectLincoln/status/1288668651739131904
[14] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/
[14] https://www.independent.co.uk/news/world/americas/us-election/lincoln-project-ad-susan-collins-anti-trump-republicans-video-a9644801.html
[13] https://twitter.com/ProjectLincoln/status/1288604246271832064
[10] https://www.bostonglobe.com/2020/07/29/nation/lincoln-project-arrives-maine-senate-race-with-biting-ad-targeting-susan-collins/
[10] https://twitter.com/projectlincoln/status/1288430111373524994
[9] https://www.huffpost.com/entry/susan-collins-the-lincoln-project-attack-ad_n_5f216484c5b66a5dd63796a5
[9] https://twitter.com/TeamCollins207/status/1288115274105753603

Top URLs in Tweet in G9:
[21] https://twitter.com/projectlincoln/status/1288430111373524994
[10] https://twitter.com/i/events/1288508251353411584
[8] https://twitter.com/politvidchannel/status/1288953917196312576
[4] https://crooksandliars.com/2020/07/susan-collinss-new-campaign-ad-really-good
[3] https://americanindependent.com/gop-social-distancing-attacks-coronavirus-joni-ernst-susan-collins-2020-election-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.independent.co.uk/news/world/americas/us-election/lincoln-project-ad-susan-collins-anti-trump-republicans-video-a9644801.html
[3] https://www.frontpagelive.com/2020/07/29/susan-collins-trump-stooge/
[2] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/
[1] https://bangordailynews.com/2020/07/14/politics/susan-collins-says-trump-shouldnt-have-commuted-roger-stones-sentence/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=b56ef9f0-d368-11ea-a2f8-dfc285f28db7&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNy0yOS9hbG1vc3QtMzAtbWlsbGlvbi1pbi11LXMtZGlkbi10LWhhdmUtZW5vdWdoLXRvLWVhdC1sYXN0LXdlZWs=

Top URLs in Tweet in G10:
[62] https://twitter.com/BeAHeroTeam/status/1289224293075886083
[58] https://twitter.com/i/broadcasts/1vOxwkpZpvMxB
[40] https://twitter.com/StephenKing/status/1287770755942567937
[22] https://twitter.com/SteveCollinsSJ/status/1288981109699743744
[15] https://twitter.com/steventdennis/status/1288590208162816002
[14] https://sirota.substack.com/p/gop-bill-could-funnel-cash-to-corporate
[12] https://twitter.com/projectlincoln/status/1288430111373524994
[11] https://twitter.com/amy_siskind/status/1288487473031544834
[7] https://twitter.com/djrothkopf/status/1288876817986859015
[6] https://www.rawstory.com/2020/07/susan-collins-created-a-situation-where-theres-no-path-for-her-to-win-in-november-reporter/

Top Domains
Top Domains in Tweet in Entire Graph:
[2267] twitter.com
[792] rawstory.com
[231] palmerreport.com
[225] huffpost.com
[192] bangordailynews.com
[185] msnbc.com
[119] youtube.com
[109] actblue.com
[98] co.uk
[98] votefromabroad.org

Top Domains in Tweet in G1:
[178] twitter.com
[49] bangordailynews.com
[38] rawstory.com
[15] newsweek.com
[13] actblue.com
[13] wmtw.com
[12] msnbc.com
[11] youtube.com
[11] americanindependent.com
[11] huffpost.com

Top Domains in Tweet in G2:
[319] twitter.com
[93] votefromabroad.org
[57] actblue.com
[48] bloomberg.com
[24] huffpost.com
[21] saragideon.com
[19] crooksandliars.com
[16] rawstory.com
[7] emilyslist.org
[3] youtube.com

Top Domains in Tweet in G3:
[12] twitter.com
[10] demcastusa.com
[6] bangordailynews.com

Top Domains in Tweet in G4:
[118] bangordailynews.com
[53] twitter.com
[17] actblue.com
[17] rawstory.com
[6] youtube.com
[5] bostonglobe.com
[4] msnbc.com
[3] thehill.com
[3] boston.com
[2] commondreams.org

Top Domains in Tweet in G5:
[517] twitter.com
[9] cnn.com
[2] msnbc.com
[2] thedailybeast.com
[2] trib.al
[1] demcastusa.com
[1] bangordailynews.com
[1] votefromabroad.org
[1] youtube.com

Top Domains in Tweet in G6:
[23] youtube.com
[18] twitter.com
[8] rawstory.com
[6] actblue.com
[3] huffpost.com
[3] boingboing.net
[2] msnbc.com
[2] american-ledger.com
[1] palmerreport.com
[1] votefromabroad.org

Top Domains in Tweet in G7:
[302] rawstory.com
[198] palmerreport.com
[73] twitter.com
[34] boston.com
[11] msnbc.com
[8] politicususa.com
[8] salon.com
[7] crooksandliars.com
[5] newsandguts.com
[3] co.uk

Top Domains in Tweet in G8:
[281] twitter.com
[36] rawstory.com
[20] foxnews.com
[15] youtube.com
[15] co.uk
[10] bostonglobe.com
[10] huffpost.com
[9] yahoo.com
[7] salon.com
[6] alternet.org

Top Domains in Tweet in G9:
[46] twitter.com
[4] crooksandliars.com
[3] americanindependent.com
[3] rawstory.com
[3] co.uk
[3] frontpagelive.com
[2] bloomberg.com
[1] bangordailynews.com
[1] youtube.com
[1] huffpost.com

Top Domains in Tweet in G10:
[269] twitter.com
[14] substack.com
[10] rawstory.com
[5] actblue.com
[5] huffpost.com
[4] youtube.com
[4] palmerreport.com
[4] bangordailynews.com
[4] msnbc.com
[4] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[484] dyingfortrump
[302] mepolitics
[212] stopsusan
[181] onev1
[169] mesen
[133] flipthesenateblue
[131] inners
[130] bluedot
[114] susancollins
[111] flipthesenate



Top Hashtags in Tweet in G1:
[451] dyingfortrump
[88] mesen
[40] onev1
[30] bluedot
[26] trumpstooge
[25] mepolitics
[25] demcast
[23] theladystimehasexpired
[11] susancollins
[10] byebyesusan

Top Hashtags in Tweet in G2:
[121] onev1
[109] flipthesenateblue
[95] bluedot
[95] mepolitics
[94] dems4usa
[93] marginofvictory
[93] flipthesenate
[34] wtpblue
[28] wtpsenate
[23] wtp2020

Top Hashtags in Tweet in G3:
[10] demcast
[1] byesusan
[1] nobodylikestrump
[1] moscowmitch
[1] susancollins
[1] mepolitics
[1] mesen

Top Hashtags in Tweet in G4:
[49] mepolitics
[47] mesen
[44] susancollins
[10] americantraitor
[5] byebyesusan
[4] stopsusan
[4] voteherout
[3] flipthesenate
[2] moscowmitch
[2] byebye

Top Hashtags in Tweet in G5:
[4] traitor
[4] votegopout
[4] biden2020
[4] vote
[2] mepolitics
[2] goptraitors
[1] gopcowards
[1] susancollins
[1] mesen
[1] demcast

Top Hashtags in Tweet in G6:
[23] learntheirnames
[23] lincolnproject
[16] byebyesusan
[4] moscowmitchmctreason
[4] moscowmitch
[4] maine
[3] trumpstooge
[3] ettd
[3] barrhearing
[3] markkelly

Top Hashtags in Tweet in G7:
[7] saragideon
[2] dyingfortrump
[2] selloutsusan
[2] mepolitics
[1] heroesact
[1] demcast
[1] inners
[1] nuremberg
[1] trumpgenocide
[1] votebymail

Top Hashtags in Tweet in G8:
[10] smartnews
[10] susancollins
[10] inners
[4] trumpstooge
[3] susancollinsmustgo
[3] foxnews
[3] mepolitics
[3] trump
[3] maine
[2] nobodylikestrump

Top Hashtags in Tweet in G9:
[3] national
[2] dems4usa
[2] bluedot
[2] onev1
[2] flipthesenateblue
[1] 2020election
[1] stopsusan
[1] byebyesusan
[1] americantraitor
[1] bidenwarren2020

Top Hashtags in Tweet in G10:
[189] stopsusan
[98] mepolitics
[40] margaretchasesmith
[11] demcastme
[11] onev1
[11] morningjoe
[6] scotus
[5] silentsue
[5] byebyesusan
[3] inners

Top Words
Top Words in Tweet in Entire Graph:
[18410] collins
[17998] susan
[6752] trump
[2900] first
[2772] saragideon
[2772] circle
[2519] projectlincoln
[2389] graham
[2374] lindsey
[2348] ad

Top Words in Tweet in G1:
[2890] collins
[2844] susan
[1561] projectlincoln
[1420] sensusancollins
[1387] trump
[906] mike
[838] never
[806] kavanaugh
[790] brett
[785] long

Top Words in Tweet in G2:
[2377] susan
[2352] collins
[1900] saragideon
[1235] campaign
[1136] recover
[382] maine
[376] trump
[323] sara
[267] going
[255] gideon

Top Words in Tweet in G3:
[2353] first
[2353] circle
[1372] collins
[1356] susan
[1239] trump
[1177] barr
[1177] mcconnell
[1177] pence
[1177] graham
[1176] miller

Top Words in Tweet in G4:
[1428] collins
[1298] susan
[585] stone
[581] trump
[463] saying
[460] tonight
[460] july
[364] raised
[359] concerns
[359] president

Top Words in Tweet in G5:
[1077] susan
[1076] collins
[797] smith
[796] margaret
[796] chase
[510] good
[507] morning
[507] generations
[345] projectlincoln
[326] time

Top Words in Tweet in G6:
[1039] collins
[971] susan
[565] trump
[550] ad
[505] years
[504] watching
[504] four
[500] play
[500] games
[500] making

Top Words in Tweet in G7:
[677] collins
[652] susan
[199] lesson
[195] walls
[195] caving
[194] very
[193] big
[192] someone
[192] learnin
[134] trump

Top Words in Tweet in G8:
[605] susan
[598] collins
[122] trump
[120] ad
[89] lincoln
[87] project
[60] concerned
[57] maine
[48] gideon
[47] vote

Top Words in Tweet in G9:
[668] susan
[668] collins
[501] fraud
[499] mitch
[497] moscow
[397] calling
[391] stooge
[278] proud
[278] christian
[278] sad

Top Words in Tweet in G10:
[657] collins
[618] susan
[189] #stopsusan
[161] senate
[115] mfalpac
[115] gideon
[101] maine
[98] #mepolitics
[94] house
[92] million

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17379] susan,collins
[2764] first,circle
[2351] lindsey,graham
[1920] stephen,miller
[1640] collins,campaign
[1563] campaign,saragideon
[1563] saragideon,recover
[1389] collins,first
[1383] trump,barr
[1381] circle,those

Top Word Pairs in Tweet in G1:
[2767] susan,collins
[1243] projectlincoln,sensusancollins
[786] brett,kavanaugh
[783] supreme,court
[780] forgive,susan
[779] collins,allowing
[779] allowing,brett
[779] kavanaugh,become
[779] become,supreme
[779] court,justice

Top Word Pairs in Tweet in G2:
[2285] susan,collins
[1156] collins,campaign
[1136] campaign,saragideon
[1136] saragideon,recover
[247] sara,gideon
[137] going,replace
[122] replace,susan
[122] collins,saragideon
[120] going,woman
[120] woman,going

Top Word Pairs in Tweet in G3:
[2350] first,circle
[1351] susan,collins
[1175] lindsey,graham
[1175] stephen,miller
[1175] collins,first
[1174] circle,those
[1174] those,whose
[1174] whose,reputations
[1174] reputations,forever
[1174] forever,linked

Top Word Pairs in Tweet in G4:
[1272] susan,collins
[353] stone,sentence
[352] roger,stone
[346] collins,raised
[345] raised,concerns
[345] bangor,daily
[345] daily,news
[344] learned,tonight
[344] tonight,susan
[344] concerns,july

Top Word Pairs in Tweet in G5:
[1072] susan,collins
[796] margaret,chase
[796] chase,smith
[507] good,morning
[507] morning,susan
[507] collins,generations
[507] generations,margaret
[289] collins,refused
[289] refused,duty
[289] duty,abetted

Top Word Pairs in Tweet in G6:
[945] susan,collins
[504] four,years
[500] watching,susan
[500] collins,play
[500] play,games
[500] games,trump
[500] trump,four
[500] years,making
[500] making,ad
[500] ad,pleasure

Top Word Pairs in Tweet in G7:
[645] susan,collins
[195] walls,caving
[195] caving,susan
[192] someone,learnin
[192] learnin,very
[192] very,big
[192] big,lesson
[80] situation,path
[80] lincoln,project
[79] win,november

Top Word Pairs in Tweet in G8:
[579] susan,collins
[87] lincoln,project
[38] sara,gideon
[28] 'trump,stooge'
[26] trump,stooge
[25] collins,concerned
[22] project,ad
[19] collins,trump
[19] learned,lesson
[17] collins,created

Top Word Pairs in Tweet in G9:
[655] susan,collins
[497] moscow,mitch
[390] collins,fraud
[389] calling,susan
[279] fraud,moscow
[279] mitch,stooge
[278] proud,christian
[277] maga,looney
[277] looney,messaged
[277] messaged,telling

Top Word Pairs in Tweet in G10:
[561] susan,collins
[82] hand,million
[67] collins,actively
[67] actively,works
[67] works,against
[67] against,futures
[67] futures,pearl
[67] pearl,benjamin
[67] benjamin,18
[67] 18,#stopsusan

Top Replied-To
Top Replied-To in Entire Graph:
@projectlincoln
@realdonaldtrump
@sensusancollins
@therickwilson
@teamcollins207
@steveschmidtses
@mkraju
@senatorcollins
@dannyman
@saragideon

Top Replied-To in G1:
@projectlincoln
@realdonaldtrump
@sensusancollins
@nhjennifer
@strandjunker
@therickwilson
@altfestbarbara
@_reaalamerican_
@thevincedao
@bishesbrew

Top Replied-To in G2:
@projectlincoln
@saragideon
@danrather
@realdonaldtrump
@sensusancollins
@jacquiestern1
@petersabuchan1
@dougharding7
@teri_kanefield
@redrocky

Top Replied-To in G3:
@jamesfallows
@sruhle
@aaronnarraph
@davidplouffe
@projectlincoln
@jrubinblogger
@davidcorndc
@ladyotl
@normeisen
@jasonoverstreet

Top Replied-To in G4:
@sensusancollins
@mkraju
@projectlincoln
@senatorcollins
@dannyman
@kurteichenwald
@dvillella
@smc429
@nyinla2121
@shimonpro

Top Replied-To in G5:
@steveschmidtses
@jaketapper
@projectlincoln
@chipharbour
@lincolnsbible
@sensusancollins
@realdonaldtrump
@jennycohn1
@repsforbiden
@spensergirlfla

Top Replied-To in G6:
@therickwilson
@projectlincoln
@narctranslator
@marchforthmaine
@gtconway3d
@lilgoldperson
@lindseygrahamsc
@_miamimike_
@sensusancollins
@reedgalen

Top Replied-To in G7:
@projectlincoln
@rawstory
@saragideon
@teapainusa
@crewcrew
@realdonaldtrump
@jilevin
@frida6181
@rosie
@tpm

Top Replied-To in G8:

Top Replied-To in G9:
@jencling
@therickydavila
@projectlincoln

Top Replied-To in G10:
@md3245
@disavowtrump20
@stephenking
@projectlincoln
@rudefulk
@nytopinion
@therickwilson
@asfried
@lindsaywise
@robanderson2018

Top Mentioned
Top Mentioned in Entire Graph:
@saragideon
@sensusancollins
@projectlincoln
@senatorcollins
@mfalpac
@realdonaldtrump
@rtraister
@beaheroteam
@palmerreport
@therickwilson

Top Mentioned in G1:
@sensusancollins
@projectlincoln
@saragideon
@realdonaldtrump
@senatorcollins
@bangordailynews
@therickwilson
@jeisrael
@badhombrelobo
@strandjunker

Top Mentioned in G2:
@saragideon
@projectlincoln
@huffpostpol
@amymcgrathky
@sensusancollins
@harrisonjaime
@greenfieldiowa
@senschumer
@calfornc
@captmarkkelly

Top Mentioned in G3:
@saragideon
@jamesfallows
@jrubinblogger
@waltshaub
@docrocktex26
@tednesi
@speakerpelosi
@topherspiro

Top Mentioned in G4:
@saragideon
@senatorcollins
@projectlincoln
@sensusancollins
@mkraju
@denise03645669
@portcitypcmh
@govjanetmills
@joanbiskupic
@johnjharwood

Top Mentioned in G5:
@projectlincoln
@saragideon
@senatorcollins
@steveschmidtses
@bishesbrew
@yossarian317
@mattgaetz
@jim_jordan
@lisamurkowski
@gregpedemonte

Top Mentioned in G6:
@projectlincoln
@saragideon
@therickwilson
@senategop
@senjoniernst
@senatemajldr
@senmcsallyaz
@repadamschiff
@lindseygrahamsc
@sensusancollins

Top Mentioned in G7:
@palmerreport
@saragideon
@projectlincoln
@politicususa
@rosie
@rychemom
@sensusancollins
@steveschmidtses
@bastagal
@andrewyang

Top Mentioned in G8:

Top Mentioned in G9:
@saragideon
@projectlincoln
@craigcaplan

Top Mentioned in G10:
@mfalpac
@beaheroteam
@saragideon
@projectlincoln
@adybarkan
@mainepeople
@cecilerichards
@mainegop
@stephenking
@mistiesmith10

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@tomthunkitsmind
@matthewtwihard
@barntiques859
@the_news_diva
@dichristine
@jurylady5
@monicasloves
@solutioneer72

Top Tweeters in G1:
@missb62
@monicasloves
@stockguy61
@davidbewart
@netminnow
@akuma_river
@jamestoupin
@grandpooba5440
@pas5974
@marthalynneowe1

Top Tweeters in G2:
@solutioneer72
@cagney1991
@rjber15
@manmet80
@joni_looking
@ohiomail
@carolmaewy
@mayirmamay14
@awelab1956
@79topper

Top Tweeters in G3:
@rhiles2760
@_silversmith
@unlewis
@frecklesxx20
@docrocktex26
@tinyboo49
@antipandemonium
@sba1211
@mtmarilyn2
@dawnarickelz

Top Tweeters in G4:
@bkindngood
@inspiteoftrump
@debilu2
@onahunttoday
@chrisvossshow
@theresamax
@usrealitycheck
@liverpotlian
@linda1746
@asmith702

Top Tweeters in G5:
@sddphoto
@backstorymom1
@blogdiva
@ecclesias
@roripierpont1
@rrnunez
@supermanhotmale
@joanpennnative
@msochubbard
@beckyrae12345

Top Tweeters in G6:
@reagancbrown
@marconavarrolor
@cberrl
@ajgma
@iamforeverblue2
@glangendorf01
@persiankittenz
@cyferptvila
@therickwilson
@blaha_b

Top Tweeters in G7:
@the_news_diva
@dichristine
@kenkircher1
@jilevin
@windmillcharger
@fight4freedom72
@npsusa
@enrico056
@loulachat
@mjgarciakcmo

Top Tweeters in G8:
@pulpnews
@onair_recfm
@rxbun
@schestowitz
@iam__network
@bmangh
@udnspeak4me
@pistach01
@persistentpengn
@coopah

Top Tweeters in G9:
@joannecangal
@bellesapepper37
@greeeneyedwhwom
@lisakbromley
@sylviaz1913
@fedupofpollys
@mary_swilling
@mikereesem
@votebluetolive
@cathyjoegpt

Top Tweeters in G10:
@kat4obama
@politicalbee
@joanbushur
@kaffe_takk
@sallyagale
@multijo1
@samy45
@raluca_florea
@linda_lindylou
@speakupjulia