#BoycottTexas, Twitter, 9/3/2021 1:32:12 AM, 261001


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#BoycottTexas_2021-09-02_17-44-10.xlsx
#BoycottTexas_2021-09-02_17-44-10.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 03, 2021
Short Description:
#BoycottTexas via NodeXL https://bit.ly/3zGeHhb
@elkehollings
@gregabbott_tx
@nancylevine
@pink1963dsw
@att
@dell
@mmpadellan
@americanair
@georgetakei
@southwestair

Top hashtags:
#boycotttexas
#texastaliban
#roevwade
#plannedparenthood
#abortionban
#bansoffourbodies

Description:
Description
The graph represents a network of 11,011 Twitter users whose recent tweets contained "#BoycottTexas", 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, 03 September 2021 at 01:08 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 51-minute period from Wednesday, 25 August 2021 at 21:52 UTC to Friday, 03 September 2021 at 00:44 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 : 11011
Unique Edges : 28048
Edges With Duplicates : 6218
Total Edges : 34266
Number of Edge Types : 5
Tweet : 3801
Replies to : 5752
Retweet : 8800
MentionsInRetweet : 11912
Mentions : 4001
Self-Loops : 3896
Reciprocated Vertex Pair Ratio : 0.00527234382953967
Reciprocated Edge Ratio : 0.010489384019966
Connected Components : 1882
Single-Vertex Connected Components : 1582
Maximum Vertices in a Connected Component : 8631
Maximum Edges in a Connected Component : 31643
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.17056
Graph Density : 0.00022805202394006
Modularity : 0.553644
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 11,011 Twitter users whose recent tweets contained "#BoycottTexas", 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, 03 September 2021 at 01:08 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 51-minute period from Wednesday, 25 August 2021 at 21:52 UTC to Friday, 03 September 2021 at 00:44 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 : TwitterSearch
Graph Term : #BoycottTexas
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:
[84] https://twitter.com/PattyArquette/status/1432957422855880709
[62] https://twitter.com/tweetmalena/status/1433233164353277953
[56] https://www.concordia.edu/blog/top-25-fortune-500-companies-headquartered-in-texas.html
[55] https://twitter.com/mmpadellan/status/1433246099754598403
[43] https://www.zippia.com/advice/largest-companies-in-texas/
[38] https://twitter.com/TheRealHoarse/status/1433042001931481089
[34] https://twitter.com/megankelleyhall/status/1432937727415226370
[29] https://www.npr.org/2021/09/01/1033171800/texas-abortion-ban-supreme-court-
[26] https://twitter.com/therealhoarse/status/1433042001931481089
[24] https://twitter.com/ProjectLincoln/status/1433480404175134722

Top URLs in Tweet in G1:
[33] https://www.concordia.edu/blog/top-25-fortune-500-companies-headquartered-in-texas.html
[16] https://prolifewhistleblower.com/anonymous-form/
[10] https://twitter.com/mmpadellan/status/1433246099754598403
[6] https://www.nbcnews.com/politics/white-house/biden-criticizes-texas-harsh-new-abortion-law-vows-defend-abortion-n1278253
[4] https://twitter.com/projectlincoln/status/1433480404175134722
[4] https://twitter.com/marceelias/status/1433480827162222594
[4] https://twitter.com/projectlincoln/status/1433236708020133891
[3] https://twitter.com/ReallyAmerican1/status/1433086608320999428
[3] https://twitter.com/johnpavlovitz/status/1433230742948139011
[3] https://twitter.com/tweetmalena/status/1433233164353277953

Top URLs in Tweet in G2:
[58] https://twitter.com/PattyArquette/status/1432957422855880709
[33] https://twitter.com/tweetmalena/status/1433233164353277953
[21] https://www.npr.org/2021/09/01/1033171800/texas-abortion-ban-supreme-court-
[18] https://twitter.com/megankelleyhall/status/1432937727415226370
[15] https://twitter.com/therealhoarse/status/1433042001931481089
[12] https://www.nytimes.com/2021/09/01/us/supreme-court-texas-abortion.html
[11] https://twitter.com/occupydemocrats/status/1432823069827993602
[10] https://twitter.com/marceelias/status/1433480827162222594
[10] https://twitter.com/fred_guttenberg/status/1433124303063617539
[9] https://twitter.com/TheRealHoarse/status/1433042001931481089

Top URLs in Tweet in G3:
[31] https://twitter.com/mmpadellan/status/1433246099754598403
[12] https://twitter.com/TheRealHoarse/status/1433042001931481089
[10] https://twitter.com/MeganKelleyHall/status/1432937727415226370
[9] https://twitter.com/LeftHandedLarue/status/1433481933212688414
[9] https://prolifewhistleblower.com/anonymous-form
[7] https://twitter.com/megankelleyhall/status/1432937727415226370
[5] https://twitter.com/TabathaSouthey/status/1433043272574853122
[5] https://www.zippia.com/advice/largest-companies-in-texas/
[5] https://twitter.com/djrothkopf/status/1433289865907552259
[5] https://twitter.com/ProjectLincoln/status/1433480404175134722

Top URLs in Tweet in G4:
[20] https://twitter.com/PattyArquette/status/1432957422855880709
[18] https://twitter.com/tweetmalena/status/1433233164353277953
[7] https://www.zippia.com/advice/largest-companies-in-texas/
[7] https://www.npr.org/2021/09/01/1033171800/texas-abortion-ban-supreme-court-
[7] https://twitter.com/projectlincoln/status/1433480404175134722
[5] https://www.concordia.edu/blog/top-25-fortune-500-companies-headquartered-in-texas.html
[5] https://twitter.com/tweetMalena/status/1433233164353277953
[5] https://twitter.com/fred_guttenberg/status/1433124303063617539
[4] https://twitter.com/ProjectLincoln/status/1433480404175134722
[4] https://twitter.com/therealhoarse/status/1433042001931481089

Top URLs in Tweet in G5:
[12] https://twitter.com/fred_guttenberg/status/1433124303063617539?s=20
[11] https://www.cnet.com/news/oracle-to-move-hq-out-of-silicon-valley-to-texas-citing-worker-flexibility/
[11] https://time.com/5788484/oracle-employee-walkout-larry-ellison-trump/
[10] https://www.cnbc.com/2021/03/03/crafts-retailer-michaels-to-be-bought-by-apollo-global-for-5-billion.html
[8] https://twitter.com/fred_guttenberg/status/1433124303063617539
[7] https://www.concordia.edu/blog/top-25-fortune-500-companies-headquartered-in-texas.html
[6] https://twitter.com/shrillerthanyou/status/1433588689888628736
[5] https://twitter.com/taradublinrocks/status/1432957712531263488
[5] https://twitter.com/yesnicksearcy/status/1433094498205122560
[3] https://twitter.com/CarpeDMinc/status/1433553581999788035

Top URLs in Tweet in G6:
[18] https://twitter.com/scotusreporter/status/1433278805498646528
[8] https://twitter.com/mishymish88/status/1433228763710459909
[8] https://twitter.com/krosen_nw/status/1433479636634116115
[4] https://twitter.com/zephyr1701/status/1433092043983699968
[3] https://twitter.com/kathvilleneuve/status/1433237712027492361
[2] https://twitter.com/lefthandedlarue/status/1433481933212688414
[2] https://twitter.com/RescueTheCntry/status/1433413013709672458
[2] https://twitter.com/rescuethecntry/status/1433409119743000583
[2] https://twitter.com/chipfranklin/status/1433481681017638914
[2] https://twitter.com/tg22110/status/1433486709971464193

Top URLs in Tweet in G7:
[5] https://the-handmaids-tale.fandom.com/wiki/Republic_of_Gilead_(Series)
[4] https://twitter.com/billprady/status/1433459323712147461
[3] https://twitter.com/tweetmalena/status/1433233164353277953
[2] https://www.latimes.com/archives/la-xpm-2002-dec-01-adfg-bountyhunt1-story.html
[2] https://twitter.com/houstanity/status/1433449224490921984
[2] https://twitter.com/vwalls4/status/1433475199542829071
[1] https://twitter.com/melindanbrown/status/1433543542178148355
[1] https://twitter.com/linda_lamparek/status/1433265317145370625
[1] https://qz.com/2054552/a-new-abortion-law-in-texas-turns-citizens-into-bounty-hunters/
[1] https://www.thecut.com/2021/09/texas-bans-abortion-at-6-weeks-sets-bounty-on-providers.html

Top URLs in Tweet in G8:
[15] https://www.usatoday.com/story/opinion/todaysdebate/2021/08/31/texas-abortion-law-violates-women-rights/5667045001/
[4] https://twitter.com/SIMAawards/status/1433215679348592657
[4] https://twitter.com/KershawJesse/status/1433210624268509186
[4] https://www.washingtonpost.com/opinions/2021/08/30/texas-republicans-take-another-step-away-democracy/?tid=ss_tw
[2] https://twitter.com/ArrestTraitors/status/1433185856030924802
[2] https://twitter.com/nancylevine/status/1433130931154391043
[2] https://en.wikipedia.org/wiki/List_of_Texas_companies?fbclid=IwAR0gxzYwKJc-ndoL5LGnxzwFeoSHZg2D31M9k1TYm0iDrwsIaC6VTmM3uIc
[1] https://twitter.com/PattyArquette/status/1432957422855880709
[1] https://www.concordia.edu/blog/top-25-fortune-500-companies-headquartered-in-texas.html
[1] https://twitter.com/tbluvoter/status/1433055647747112963

Top URLs in Tweet in G9:
[21] https://twitter.com/bryandawsonusa/status/1433237347240394752
[8] https://twitter.com/Cat_MarqueeLV/status/1433282985801904131
[6] https://twitter.com/BryanDawsonUSA/status/1433237347240394752
[2] https://twitter.com/middleageriot/status/1433468813677318146
[2] https://twitter.com/chewbaccf/status/1433124952560087049
[2] https://twitter.com/chewbaccf/status/1433124952560087049?s=21
[2] https://twitter.com/MollyJongFast/status/1432876316672540673
[1] https://twitter.com/ccarrillo1983/status/1433448830398185478
[1] https://twitter.com/SouthernGypsy11/status/1433452633948315649
[1] https://www.zippia.com/advice/largest-companies-in-texas/

Top URLs in Tweet in G10:
[2] https://www.zippia.com/advice/largest-companies-in-texas/
[2] https://twitter.com/drgjackbrown/status/1433015370479112194
[1] https://www.hp.com/us-en/home.html
[1] https://twitter.com/AndrewWBloom/status/1433165595583909896

Top Domains
Top Domains in Tweet in Entire Graph:
[2338] twitter.com
[57] concordia.edu
[53] npr.org
[49] prolifewhistleblower.com
[43] zippia.com
[33] nytimes.com
[24] cnbc.com
[21] wikipedia.org
[18] usatoday.com
[17] cnet.com

Top Domains in Tweet in G1:
[312] twitter.com
[33] concordia.edu
[16] prolifewhistleblower.com
[6] nbcnews.com
[4] yahoo.com
[3] npr.org
[3] nytimes.com
[2] time.com
[2] cnet.com
[2] thehill.com

Top Domains in Tweet in G2:
[583] twitter.com
[30] npr.org
[20] nytimes.com
[10] cnbc.com
[7] cnn.com
[5] politico.com
[5] zippia.com
[4] concordia.edu
[2] deadspin.com
[2] bloomberg.com

Top Domains in Tweet in G3:
[544] twitter.com
[11] prolifewhistleblower.com
[8] npr.org
[5] youtube.com
[5] tiktok.com
[5] zippia.com
[4] cnn.com
[4] concordia.edu
[3] apple.news
[3] instagram.com

Top Domains in Tweet in G4:
[223] twitter.com
[7] zippia.com
[7] npr.org
[5] concordia.edu
[3] cnet.com
[3] cnbc.com
[2] wikipedia.org
[2] time.com
[1] dallasobserver.com
[1] google.com

Top Domains in Tweet in G5:
[107] twitter.com
[11] cnet.com
[11] time.com
[10] cnbc.com
[7] concordia.edu
[6] youtube.com
[3] zippia.com
[1] variety.com
[1] wikipedia.org
[1] npr.org

Top Domains in Tweet in G6:
[96] twitter.com
[1] wikipedia.org
[1] dallasobserver.com
[1] aidaccess.org
[1] salon.com
[1] apnews.com

Top Domains in Tweet in G7:
[17] twitter.com
[5] fandom.com
[2] latimes.com
[1] qz.com
[1] thecut.com
[1] fortune.com
[1] wthitv.com
[1] liberationnews.org
[1] dailykos.com
[1] huffpost.com

Top Domains in Tweet in G8:
[24] twitter.com
[15] usatoday.com
[4] washingtonpost.com
[2] bloomberg.com
[2] wikipedia.org
[1] concordia.edu
[1] latimes.com

Top Domains in Tweet in G9:
[52] twitter.com
[1] zippia.com
[1] concordia.edu

Top Domains in Tweet in G10:
[3] twitter.com
[2] zippia.com
[1] hp.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18884] boycotttexas
[2660] texastaliban
[1424] roevwade
[736] plannedparenthood
[609] abortionban
[589] bansoffourbodies
[559] americantaliban
[555] abortionishealthcare
[530] airlifttexaswomenandchildren
[510] darkagestexas



Top Hashtags in Tweet in G1:
[3708] boycotttexas
[642] roevwade
[510] airlifttexaswomenandchildren
[497] darkagestexas
[411] codifyroevwade
[362] evangelicalextremism
[321] texastaliban
[292] suetexas
[272] expandthesupremecourtto15
[162] americantaliban

Top Hashtags in Tweet in G2:
[5147] boycotttexas
[479] roevwade
[392] texastaliban
[306] votingrights
[216] americantaliban
[131] mybodymychoice
[111] prochoice
[94] texashateswomen
[93] texas
[87] turntexasblue

Top Hashtags in Tweet in G3:
[1980] boycotttexas
[241] texastaliban
[153] abortionishealthcare
[139] abortionban
[114] texasabortionlaw
[113] bansoffourbodies
[104] texas
[72] roevwade
[67] texasdeservesbetter
[65] texasabortionban

Top Hashtags in Tweet in G4:
[2479] boycotttexas
[984] texastaliban
[693] plannedparenthood
[78] abortionban
[58] roevwade
[56] texashateswomen
[54] texas
[54] voterrights
[53] texasabortionban
[38] abortionishealthcare

Top Hashtags in Tweet in G5:
[1044] boycotttexas
[190] esg
[38] texastaliban
[34] leadership
[30] boycottatt
[29] women
[26] boycottcomcast
[25] texasabortionlaw
[22] abortionban
[21] abortionishealthcare

Top Hashtags in Tweet in G6:
[974] boycotttexas
[54] fresh
[54] onev1
[54] wtpblue
[45] texastaliban
[25] abbotthateswomen
[24] abortionishealthcare
[21] bansoffourbodies
[18] betofortexasgovernor
[18] abortionbounties

Top Hashtags in Tweet in G7:
[310] boycotttexas
[15] texastaliban
[11] roevwade
[11] boycottaa
[9] mendontbirthbabies
[6] texas
[5] texasabortionlaw
[5] letsmesswithtexas
[3] abbottfailedtexas
[3] texasabortionban

Top Hashtags in Tweet in G8:
[308] boycotttexas
[58] womensrights
[44] prochoice
[43] texastaliban
[36] abortionishealthcare
[24] bansoffourbodies
[20] abortionban
[19] roevwade
[15] texasabortionban
[14] americantaliban

Top Hashtags in Tweet in G9:
[207] boycotttexas
[42] texastaliban
[27] abortionban
[25] voterrights
[23] womensrightsarehumanrights
[16] roevwade
[14] roevswade
[9] gilead
[9] maga
[6] texasabortionlaw

Top Hashtags in Tweet in G10:
[168] boycotttexas
[91] texastaliban
[87] bansoffourbodies
[87] prochoice
[8] kimberlyclark
[8] dell
[6] valero
[5] exxonmobil
[5] wastemanagement
[4] huggies

Top Words
Top Words in Tweet in Entire Graph:
[18884] #boycotttexas
[9691] texas
[2661] #texastaliban
[2566] state
[2548] women
[2317] dell
[1805] boycott
[1619] companies
[1577] until
[1424] #roevwade

Top Words in Tweet in G1:
[3709] #boycotttexas
[863] texas
[642] #roevwade
[510] #airlifttexaswomenandchildren
[497] #darkagestexas
[411] #codifyroevwade
[362] #evangelicalextremism
[321] #texastaliban
[298] rights
[292] #suetexas

Top Words in Tweet in G2:
[5146] #boycotttexas
[3110] texas
[825] state
[669] gregabbott_tx
[618] women
[528] business
[504] longer
[479] until
[479] #roevwade
[442] company

Top Words in Tweet in G3:
[1979] #boycotttexas
[761] texas
[241] #texastaliban
[219] women
[153] #abortionishealthcare
[139] #abortionban
[136] state
[114] #texasabortionlaw
[113] #bansoffourbodies
[110] abortion

Top Words in Tweet in G4:
[2479] #boycotttexas
[2249] texas
[1231] dell
[984] #texastaliban
[969] att
[966] americanair
[956] southwestair
[930] exxonmobil
[909] usaa
[881] state

Top Words in Tweet in G5:
[1079] texas
[1044] #boycotttexas
[676] dell
[505] corporations
[460] women
[420] largest
[326] american
[325] aal
[321] airlines
[310] oracle

Top Words in Tweet in G6:
[974] #boycotttexas
[176] texas
[123] money
[122] thing
[122] vote
[119] right
[118] one
[117] society
[116] dollars
[116] talks

Top Words in Tweet in G7:
[310] #boycotttexas
[125] texas
[102] anti
[81] rights
[63] two
[62] voting
[59] dear
[54] women
[53] one
[53] laws

Top Words in Tweet in G8:
[309] #boycotttexas
[162] texas
[60] women
[58] #womensrights
[44] #texastaliban
[44] #prochoice
[41] abortion
[36] #abortionishealthcare
[34] time
[33] american

Top Words in Tweet in G9:
[207] #boycotttexas
[60] texas
[44] chipfranklin
[42] #texastaliban
[40] women
[35] nfl
[35] nba
[32] mlb
[30] nhl
[27] #abortionban

Top Words in Tweet in G10:
[174] punish
[168] #boycotttexas
[92] women
[91] #texastaliban
[88] abortion
[87] imagine
[87] conservatives
[87] wanted
[87] rapists
[87] harshly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1811] #boycotttexas,#boycotttexas
[1267] boycott,texas
[930] dell,usaa
[894] att,dell
[819] southwestair,americanair
[803] texas,#boycotttexas
[802] usaa,exxonmobil
[802] conocophillips,southwestair
[801] valeroenergy,att
[801] exxonmobil,conocophillips

Top Word Pairs in Tweet in G1:
[519] #roevwade,#boycotttexas
[510] #boycotttexas,#airlifttexaswomenandchildren
[497] #darkagestexas,#roevwade
[411] #codifyroevwade,#darkagestexas
[361] #airlifttexaswomenandchildren,#evangelicalextremism
[292] #suetexas,#codifyroevwade
[290] #boycotttexas,#boycotttexas
[270] #expandthesupremecourtto15,#suetexas
[123] american,taliban
[121] support,american

Top Word Pairs in Tweet in G2:
[617] #boycotttexas,#boycotttexas
[490] state,texas
[324] texas,business
[305] #roevwade,#votingrights
[303] #votingrights,#boycotttexas
[302] company,headquartered
[301] anything,made
[300] made,sold
[300] sold,texas
[299] effective,today

Top Word Pairs in Tweet in G3:
[147] #boycotttexas,#boycotttexas
[96] texas,#boycotttexas
[66] #boycotttexas,#texastaliban
[63] #texastaliban,#boycotttexas
[44] #boycotttexas,#abortionban
[36] boycott,texas
[34] fuck,texas
[34] #boycotttexas,#bansoffourbodies
[33] #boycotttexas,#abortionishealthcare
[32] #abortionishealthcare,#boycotttexas

Top Word Pairs in Tweet in G4:
[855] dell,usaa
[810] att,dell
[771] southwestair,americanair
[761] usaa,exxonmobil
[760] valeroenergy,att
[760] exxonmobil,conocophillips
[760] conocophillips,southwestair
[728] boycott,texas
[693] americanair,#plannedparenthood
[693] #plannedparenthood,#texastaliban

Top Word Pairs in Tweet in G5:
[320] dell,dell
[320] dell,american
[320] american,airlines
[320] airlines,aal
[179] #boycotttexas,#esg
[175] state,#boycotttexas
[173] corporations,#boycotttexas
[170] texas,corporations
[167] largest,corporations
[167] largest,shareholders

Top Word Pairs in Tweet in G6:
[336] #boycotttexas,#boycotttexas
[116] one,thing
[116] thing,right
[116] right,vote
[116] vote,dollars
[116] dollars,society
[116] society,money
[116] money,talks
[116] talks,#boycotttexas
[59] trend,#1

Top Word Pairs in Tweet in G7:
[61] texas,#boycotttexas
[50] one,two
[50] two,punch
[50] punch,texas's
[50] texas's,anti
[50] anti,voting
[50] voting,anti
[50] anti,women's
[50] women's,rights
[50] rights,laws

Top Word Pairs in Tweet in G8:
[30] #boycotttexas,#womensrights
[23] time,#boycotttexas
[21] texas,abortion
[20] texas,#boycotttexas
[17] #boycotttexas,#prochoice
[16] editorial,board
[16] abortion,law
[15] george,orwell
[15] orwell,meet
[15] meet,greg

Top Word Pairs in Tweet in G9:
[29] #texastaliban,#boycotttexas
[27] texas,#boycotttexas
[26] nhl,mlb
[25] chipfranklin,#texastaliban
[25] #boycotttexas,#voterrights
[25] #voterrights,#abortionban
[24] events,texas
[23] #boycotttexas,#womensrightsarehumanrights
[21] behalf,women
[21] women,asking

Top Word Pairs in Tweet in G10:
[87] imagine,conservatives
[87] conservatives,wanted
[87] wanted,punish
[87] punish,rapists
[87] rapists,harshly
[87] harshly,punish
[87] punish,women
[87] women,needing
[87] needing,abortion
[87] abortion,#bansoffourbodies

Top Replied-To
Top Replied-To in Entire Graph:
@projectlincoln
@georgetakei
@mmpadellan
@gregabbott_tx
@therealhoarse
@chipfranklin
@occupydemocrats
@lefthandedlarue
@drgjackbrown
@att

Top Replied-To in G1:
@mmpadellan
@therealhoarse
@drgjackbrown
@projectlincoln
@meidastouch
@donwinslow
@jakelobin
@andrewwbloom
@msnbc
@fred_guttenberg

Top Replied-To in G2:
@georgetakei
@gregabbott_tx
@occupydemocrats
@mmpadellan
@govabbott
@rbreich
@helenkennedy
@projectlincoln
@kylegriffin1
@elienyc

Top Replied-To in G4:
@projectlincoln
@tweetmalena
@georgetakei
@annteresists
@mmpadellan
@unclecousinjoe
@wholefoods
@att
@gregabbott_tx
@nancylevine

Top Replied-To in G5:
@juddlegum
@projectlincoln
@pennyphilosophy
@itsjefftiedrich
@michaelemann
@att
@foxnews
@nancylevine
@tesla
@washingtonpost

Top Replied-To in G6:
@lefthandedlarue
@dearauntcrabby
@mishymish88
@erienoteerie
@ericg1247
@sgtmiller1255
@verbalese
@mdnij34
@clairecmc
@marceelias

Top Replied-To in G7:
@mmpadellan
@dr_cmm
@lorraineb326
@rmayemsinger
@sentedcruz
@hamillhimself
@huffpostpol
@occupydemocrats
@southwestair
@timruss2

Top Replied-To in G8:
@gregabbott_tx
@joebiden
@toffifay76
@projectlincoln
@jasonrapert
@scotus
@elonmusk
@suzeqknits
@imspeaking13
@leslieoo7

Top Replied-To in G9:
@chipfranklin
@lindyli
@buffywicks
@mmpadellan
@cherijacobus
@joncoopertweets
@blackknight10k
@yeticoolers
@tedlieu
@lasvegaslocally

Top Replied-To in G10:
@brpietrowood
@janesports
@purcellliberty
@tmorello
@traveltexas
@donwinslow
@realyeshua1
@iampoliticsgirl
@flexghost1
@betoorourke

Top Mentioned
Top Mentioned in Entire Graph:
@att
@dell
@americanair
@southwestair
@exxonmobil
@usaa
@valeroenergy
@conocophillips
@gregabbott_tx
@michaelsstores

Top Mentioned in G1:
@gregabbott_tx
@gop
@att
@americanair
@hbo
@netflix
@govabbott
@dell
@mmpadellan
@donwinslow

Top Mentioned in G2:
@gregabbott_tx
@ge_tamu
@tedcruz
@michaelsstores
@govabbott
@att
@texasgop
@dell
@southwestair
@usaa

Top Mentioned in G3:

Top Mentioned in G4:
@dell
@americanair
@southwestair
@att
@exxonmobil
@usaa
@valeroenergy
@conocophillips
@michaelsstores
@pizzahut

Top Mentioned in G5:
@oracle
@michaelsstores
@att
@getspectrum
@toyota
@oraclewomenlead
@comcast
@cvshealth
@wearefarmers
@deloitte

Top Mentioned in G6:
@tg22110
@betoorourke
@vp
@erienoteerie
@gloriasteinem
@staceyabrams
@juliancastro
@govabbott
@womensmarch
@amarch4ourlives

Top Mentioned in G7:
@harry_styles
@jennylewis
@rollingstones
@americanair
@thedailyshow
@jbm32753
@kim
@govabbott
@benfolds
@southwestair

Top Mentioned in G8:
@usatoday
@scotus
@senbryanhughes
@danpatrick
@dadephelan
@leadermcconnell
@simaawards
@joebiden
@asahutchinson
@ppact

Top Mentioned in G9:
@nba
@nfl
@mlb
@nhl
@tim_cook
@apple
@chevron
@dxctechnology
@partsmasterus
@dowchemical

Top Mentioned in G10:
@rexchapman
@chuckschumer
@speakerpelosi
@potus
@leaderhoyer
@dickdurbin
@whipclyburn
@monicarivpin
@thomaskaine5
@traveltexas

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@atthelp
@gambiste1
@monicasloves
@tinamarie_80s
@united
@delta
@independent
@joni_looking
@thepoliticalcat

Top Tweeters in G1:
@atthelp
@independent
@sddphoto
@thehill
@1loriking
@eykis
@reuters
@miss_placed_
@antipandemonium
@deesbarbara

Top Tweeters in G2:
@monicasloves
@wildwillow65
@willseattle
@gpwriter
@88seattle61
@phendricks71
@morgfair
@cblazblaz
@ken_crichlow
@fieryreddragon

Top Tweeters in G3:
@foggybottomgal
@antarianrani
@debr3322
@srauer20
@garden4u_wa
@mimitexasangel
@nancysknotslace
@factsfaraone
@gloriaseattlewa
@janeway12004

Top Tweeters in G4:
@americanair
@tinamarie_80s
@joni_looking
@bannerite
@yarosisnancy
@southwestair
@betterw05759703
@jjj5819
@justwhatnowwhy
@reagancbrown

Top Tweeters in G5:
@gambiste1
@thepoliticalcat
@manmet80
@stockguy61
@marthalynneowe1
@castonchris
@walmart
@brettaapplebaum
@bad_woof
@kimpy123

Top Tweeters in G6:
@briangrnotabot
@mikereesem
@cheryl_marlin
@jjdebenedictis
@littlered623
@badwebsites
@stabbytosavit
@catalishus2
@corlesshanson
@juliethewarrior

Top Tweeters in G7:
@rhiles2760
@teram323tere
@beverlyfolkers
@thetobster111
@dollymad1812
@beth4158
@dontpanic1955
@lauferlaw
@huffpostpol
@thehawaiiguy

Top Tweeters in G8:
@kaffe_takk
@bbkenn92
@dwntwndave
@teakinrj
@tbluvoter
@usatoday
@insonifier
@find45sdealer
@sylviab26189116
@bopinion

Top Tweeters in G9:
@cheezwitham
@robinsportsnews
@brontyman
@linmp1031
@montpellier21
@brainboomr22
@havilah_v
@sillygrandma99
@cherijacobus
@ryryjones

Top Tweeters in G10:
@monicarivpin
@rleas
@hypnocoach183
@kelly_and_annie
@ruthsorbello
@nickkave
@jonesseeker
@mikelking
@bitchkitten5
@ronald_heine


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