Elizabeth Warren, Twitter, 12/6/2022 8:21:38 PM, 285668


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Elizabeth Warren_2022-12-06_07-45-01.xlsx
Elizabeth Warren_2022-12-06_07-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
Elizabeth Warren via NodeXL https://bit.ly/3uw3DTa
@jdcocchiarella
@ericareport
@pamelahensley22
@senwarren
@theusasingers
@elonmusk
@gdizon1394
@gloria46847644
@elephantile10
@candace72360171

Top hashtags:
#elonmusk
#elizabethwarrenmuslimilhanomar

Description:
Description
The graph represents a network of 8,075 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 06 December 2022 at 15:50 UTC.

The requested start date was Tuesday, 06 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 1-hour, 39-minute period from Friday, 02 December 2022 at 21:12 UTC to Monday, 05 December 2022 at 22:51 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 : 8075
Unique Edges : 2904
Edges With Duplicates : 11244
Total Edges : 14148
Number of Edge Types : 5
Replies to : 1593
Mentions : 860
Retweet : 5480
MentionsInRetweet : 5755
Tweet : 460
Self-Loops : 493
Reciprocated Vertex Pair Ratio : 0.00199079258429762
Reciprocated Edge Ratio : 0.00397367440705327
Connected Components : 613
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 6505
Maximum Edges in a Connected Component : 12339
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.90393
Graph Density : 0.00012351691129498
Modularity : 0.525995
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,075 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 06 December 2022 at 15:50 UTC.

The requested start date was Tuesday, 06 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 1-hour, 39-minute period from Friday, 02 December 2022 at 21:12 UTC to Monday, 05 December 2022 at 22:51 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 : Elizabeth Warren
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:
[59] https://www.nationalreview.com/2017/11/elizabeth-warren-native-american-heritage-harvard-fraud/
[30] https://twitter.com/ericareport/status/1598826200943984640
[15] https://redstate.com/nick-arama/2022/12/02/elizabeth-warren-gets-brutal-fact-check-when-she-spreads-student-loan-forgiveness-lie-n667765
[13] https://www.huffpost.com/entry/elizabeth-warren-chronic-underfunding-tribes_n_638a5f6ae4b0ca11e4125695
[12] https://www.washingtonpost.com/politics/elizabeth-warren-apologizes-for-calling-herself-native-american/2019/02/05/1627df76-2962-11e9-984d-9b8fba003e81_story.html
[11] http://newsbusters.org/blogs/free-speech/autumn-johnson/2022/11/30/elizabeth-warren-slams-elon-musks-pro-free-speech
[9] https://www.huffpost.com/entry/elizabeth-warren-chronic-underfunding-tribes_n_638a5f6ae4b0ca11e4125695?44
[8] https://www.nytimes.com/2019/10/01/us/politics/elizabeth-warren-mark-zuckerberg-facebook.html
[7] https://www.huffpost.com/entry/dozens-of-lawmakers-urge-banks-to-stop-discriminating-against-muslims_n_638a20eee4b006e9b85710d7?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[7] https://www.theamericanmirror.com/blog/2016/11/14/kiss-ring-elizabeth-warren-rushes-soros-conference/

Top URLs in Tweet in G2:
[1] https://www.nationalreview.com/2017/11/elizabeth-warren-native-american-heritage-harvard-fraud/
[1] https://twitter.com/PamelaHensley22/status/1598817637953425410

Top URLs in Tweet in G3:
[11] https://www.washingtonpost.com/politics/elizabeth-warren-apologizes-for-calling-herself-native-american/2019/02/05/1627df76-2962-11e9-984d-9b8fba003e81_story.html
[6] https://www.bostonherald.com/2020/01/16/chabot-elizabeth-warren-lies-you-read-it-here-first/
[4] https://nymag.com/intelligencer/2019/01/elizabeth-warren-sells-out-campaign-charter-schools-medical-device-tax.html
[3] https://www.nationalreview.com/2017/11/elizabeth-warren-native-american-heritage-harvard-fraud/
[3] https://twitter.com/ericareport/status/1598826200943984640
[3] https://www.huffpost.com/entry/elizabeth-warren-american-indian-texas-bar_n_5c5ad6f8e4b00187b556e54a
[3] https://thepeoplescube.com/peoples-blog/notable-quotable-elizabeth-warren-explained-t23338.html
[3] https://www.congress.gov/member/elizabeth-warren/W000817?q=%7B%22bill-status%22%3A%22law%22%7D
[2] https://www.politifact.com/article/2017/dec/01/facts-behind-elizabeth-warren-and-her-native-ameri/
[2] https://beincrypto.com/elizabeth-warren-had-close-ties-with-ftx-sbf/

Top URLs in Tweet in G5:
[3] https://www.huffpost.com/entry/elizabeth-warren-chronic-underfunding-tribes_n_638a5f6ae4b0ca11e4125695
[2] https://caknowledge.com/elizabeth-warren-net-worth-forbes/
[2] https://www.forbes.com/sites/michelatindera/2019/08/20/how-elizabeth-warren-built-a-12-million-fortune/
[2] https://www.washingtonexaminer.com/elizabeth-warren-loves-bank-subsidies
[1] https://twitter.com/ericareport/status/1598826200943984640
[1] https://www.rollingstone.com/politics/politics-news/elizabeth-warren-vs-wall-street-194416/
[1] https://shop.elizabethwarren.com/?refcode=EMZ10O_MER_C_20221202_V1S3&utm_source=emz10o_mer_c_20221202_v1s3&emci=c068dbfd-2c73-ed11-819c-000d3a9eb474&emdi=e1d74cca-2d73-ed11-819c-000d3a9eb474&ceid=10711713
[1] https://www.forbes.com/sites/michelatindera/2019/08/20/how-elizabeth-warren-built-a-12-million-fortune/?sh=79bb2847ab57
[1] https://www.wcvb.com/article/on-the-record-elizabeth-warren-vote-to-stop-rail-strike/42144014
[1] https://www.bostonherald.com/2012/06/02/records-prof-profited-by-buying-selling-homes/

Top URLs in Tweet in G6:
[18] https://twitter.com/ericareport/status/1598826200943984640
[9] https://www.huffpost.com/entry/elizabeth-warren-chronic-underfunding-tribes_n_638a5f6ae4b0ca11e4125695
[4] https://twitter.com/seanhannity/status/1598748104634896385
[4] https://redstate.com/nick-arama/2022/12/02/elizabeth-warren-gets-brutal-fact-check-when-she-spreads-student-loan-forgiveness-lie-n667765
[3] https://twitter.com/SenWarren/status/1598466496547942400
[3] https://twitter.com/SenWarren/status/1599426758889320448
[2] https://www.nationalreview.com/2017/11/elizabeth-warren-native-american-heritage-harvard-fraud/
[2] https://twitter.com/nypost/status/1598548759734063104
[2] https://share.transistor.fm/s/1b56858d
[2] https://twitter.com/ewarren/status/1599493766674812930

Top URLs in Tweet in G7:
[5] https://www.warren.senate.gov/oversight/letters/warren-klobuchar-wyden-and-pocan-investigate-vulnerabilities-and-shortcomings-of-election-technology-industry-with-ties-to-private-equity
[3] https://twitter.com/sahilkapur/status/1179479903621697536
[3] https://twitter.com/ericareport/status/1598826200943984640
[1] https://www.warren.senate.gov/imo/media/doc/H.I.G.
[1] McCarthy,
[1] &
[1] Staple
[1] Street
[1] letters.pdf
[1] https://www.westernjournal.com/elizabeth-warren-believes-got-perfect-rebuke-musk-doesnt-realize-just-made-case/?ff_source=Email&ff_medium=eheadlines&ff_campaign=dailyam&ff_content=ttp

Top URLs in Tweet in G8:
[1] https://www.thenation.com/article/politics/senate-democrats-rail-workers/
[1] https://twitter.com/ericareport/status/1598826200943984640

Top Domains
Top Domains in Tweet in Entire Graph:
[113] twitter.com
[59] nationalreview.com
[46] huffpost.com
[23] youtube.com
[15] redstate.com
[14] forbes.com
[14] bostonherald.com
[14] cnn.com
[13] washingtonpost.com
[11] newsbusters.org

Top Domains in Tweet in G2:
[1] nationalreview.com
[1] twitter.com

Top Domains in Tweet in G3:
[11] washingtonpost.com
[6] bostonherald.com
[4] politifact.com
[4] forbes.com
[4] nymag.com
[4] twitter.com
[4] youtube.com
[3] nationalreview.com
[3] huffpost.com
[3] thepeoplescube.com

Top Domains in Tweet in G5:
[6] twitter.com
[4] forbes.com
[3] huffpost.com
[2] caknowledge.com
[2] bostonherald.com
[2] businessinsider.com
[2] washingtonexaminer.com
[1] rollingstone.com
[1] elizabethwarren.com
[1] wcvb.com

Top Domains in Tweet in G6:
[63] twitter.com
[13] huffpost.com
[4] redstate.com
[4] rumble.com
[3] ijr.com
[2] youtube.com
[2] nationalreview.com
[2] westernjournal.com
[2] transistor.fm
[2] flagandcross.com

Top Domains in Tweet in G7:
[8] twitter.com
[6] senate.gov
[1] westernjournal.com
[1] abc7.com
[1] verifythis.com
[1] cnn.com
[1] theblaze.com
[1] washingtonexaminer.com
[1] facebook.com

Top Domains in Tweet in G8:
[1] thenation.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] elonmusk
[11] elizabethwarrenmuslimilhanomar
[7] bankingwhilemuslim
[6] warren
[5] 付费vpn
[5] ios
[5] vpn
[5] biden
[4] twitterfiles
[3] pocahontas



Top Hashtags in Tweet in G1:
[1] democratsarecorrupt
[1] democratsaredestroyingamerica

Top Hashtags in Tweet in G2:
[1] twitterfiles

Top Hashtags in Tweet in G3:
[1] pocahontas
[1] usmilitary
[1] medalofhonor
[1] stanwithelonmusk
[1] elona
[1] massachusettes
[1] nuffsaid
[1] factsmatter
[1] mysenator

Top Hashtags in Tweet in G5:
[1] nativeamericanheritagemonth
[1] nativeamerican
[1] snl
[1] gopliesabouteverything
[1] twitterfiles
[1] atelizabethwarren
[1] studentloandebt
[1] education
[1] biden
[1] warren

Top Hashtags in Tweet in G6:
[5] 付费vpn
[5] ios
[5] vpn
[3] elonmusk
[3] breaking_news
[3] biden
[3] dreamers2022
[2] 基金
[2] 上岸
[2] accounting

Top Hashtags in Tweet in G7:
[5] warren
[5] elonmusk
[2] fauxcahontas
[1] foxnews
[1] twitter
[1] istandwithelon
[1] senatorelizabethwarren
[1] senatorkaren
[1] 1a
[1] twittergate

Top Hashtags in Tweet in G8:
[1] magats

Top Words
Top Words in Tweet in Entire Graph:
[7447] elizabeth
[7380] warren
[2618] jdcocchiarella
[2609] corrupt
[2609] deal
[2599] billion
[2597] investigated
[2594] agrees
[2591] jared
[2589] kushner

Top Words in Tweet in G1:
[2572] elizabeth
[2570] warren
[2569] jdcocchiarella
[2548] agrees
[2544] investigated
[2541] kushner
[2540] billion
[2540] corrupt
[2540] jared
[2540] deal

Top Words in Tweet in G2:
[1336] warren
[1336] elizabeth
[1306] right
[669] pamelahensley22
[654] run
[654] twitter
[654] elon
[653] musk
[652] bs
[651] righ

Top Words in Tweet in G3:
[585] ericareport
[552] warren
[523] elizabeth
[111] elon
[97] karen
[85] senator
[84] time
[79] tax
[66] american
[61] musk

Top Words in Tweet in G4:
[600] elizabeth
[600] warren
[576] musk
[576] elon
[575] theusasingers
[564] rudy
[564] rittenhouse
[564] aoc
[564] giuliani
[564] extremists

Top Words in Tweet in G5:
[277] senwarren
[235] warren
[233] elizabeth
[139] native
[108] government
[106] fulfill
[106] generations
[106] nations
[106] tribal
[106] failed

Top Words in Tweet in G6:
[264] elizabeth
[262] warren
[27] twitter
[24] senator
[24] musk
[24] karen
[20] elon
[19] american
[18] one
[17] unveils

Top Words in Tweet in G7:
[136] elizabeth
[131] warren
[114] elonmusk
[21] twitter
[18] musk
[16] elon
[13] senator
[12] right
[12] american
[12] one

Top Words in Tweet in G8:
[158] elizabeth
[142] bernie
[142] sanders
[136] obama
[136] biden
[136] barack
[134] very
[134] much
[134] ethicsmatter20
[133] nancy

Top Words in Tweet in G9:
[170] elizabeth
[170] warren
[164] musk
[164] elon
[161] fact
[161] actbrigitte
[160] thing
[160] fathers
[160] proud
[160] making

Top Words in Tweet in G10:
[144] itguy1959
[142] elon
[141] agrawal
[141] support
[141] years
[141] musk
[141] dorsey
[141] parag
[141] right
[141] doesn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7163] elizabeth,warren
[2592] agrees,elizabeth
[2590] jdcocchiarella,agrees
[2588] jared,kushner
[2586] investigated,corrupt
[2586] kushner,investigated
[2586] billion,deal
[2586] warren,jared
[2586] corrupt,billion
[1789] elon,musk

Top Word Pairs in Tweet in G1:
[2570] elizabeth,warren
[2546] agrees,elizabeth
[2544] jdcocchiarella,agrees
[2540] warren,jared
[2540] kushner,investigated
[2540] jared,kushner
[2540] corrupt,billion
[2540] investigated,corrupt
[2540] billion,deal
[10] jdcocchiarella,elizabeth

Top Word Pairs in Tweet in G2:
[1334] elizabeth,warren
[658] pamelahensley22,elizabeth
[653] elon,musk
[653] right,elizabeth
[653] warren,elon
[652] musk,right
[652] right,run
[652] run,twitter
[652] twitter,bs
[652] bs,right

Top Word Pairs in Tweet in G3:
[490] elizabeth,warren
[176] ericareport,elizabeth
[43] native,american
[41] elon,musk
[37] time,welfare
[37] loopholes,corporate
[37] paulforchange,ericareport
[37] tax,loopholes
[37] time,eliminate
[37] welfare,time

Top Word Pairs in Tweet in G4:
[600] elizabeth,warren
[576] elon,musk
[573] theusasingers,elon
[564] warren,aoc
[564] rudy,giuliani
[563] giuliani,kyle
[563] cool,elizabeth
[563] rittenhouse,cool
[563] kyle,rittenhouse
[563] thinks,rudy

Top Word Pairs in Tweet in G5:
[227] elizabeth,warren
[106] failed,fulfill
[106] commitments,tribal
[106] nations,native
[106] fulfill,commitments
[106] tribal,nations
[106] generations,government
[106] government,failed
[105] senwarren,generations
[105] native,communities

Top Word Pairs in Tweet in G6:
[229] elizabeth,warren
[17] warren,unveils
[17] unveils,sweeping
[16] plan,address
[16] sweeping,plan
[13] bernie,sanders
[13] senator,elizabeth
[11] native,american
[10] elon,musk
[9] dark,room

Top Word Pairs in Tweet in G7:
[123] elizabeth,warren
[12] elonmusk,elizabeth
[10] native,american
[9] senator,elizabeth
[7] bernie,sanders
[7] elon,musk
[7] one,person
[7] dark,room
[6] social,media
[6] media,platform

Top Word Pairs in Tweet in G8:
[142] bernie,sanders
[136] barack,obama
[134] very,much
[133] much,alive
[133] alive,bernie
[133] nancy,pelosi
[133] hillary,barack
[133] schumer,elizabeth
[133] joe,biden
[133] chuck,schumer

Top Word Pairs in Tweet in G9:
[170] elizabeth,warren
[164] elon,musk
[160] musk,making
[160] checked,beautiful
[160] beautiful,thing
[160] fact,checked
[160] getting,fact
[160] fathers,proud
[160] founding,fathers
[160] warren,getting

Top Word Pairs in Tweet in G10:
[141] musk,right
[141] agrawal,years
[141] years,doesn
[141] parag,agrawal
[141] elon,musk
[141] dorsey,parag
[141] doesn,blatantly
[141] right,jack
[141] blatantly,support
[141] jack,dorsey

Top Replied-To
Top Replied-To in Entire Graph:
@ericareport
@senwarren
@seanhannity
@ewarren
@jdcocchiarella
@elonmusk
@clownworld_
@foxnews
@potus
@pamelahensley22

Top Replied-To in G1:
@jdcocchiarella

Top Replied-To in G2:
@pamelahensley22
@kenfost34347572
@paul_in_ms
@steveinmanuic
@stephanegaddis

Top Replied-To in G3:
@ericareport
@julia19424773
@yopusime
@davidwolfe
@christo54864028
@subcool80
@the_bull_1
@lucciaorlucy
@amadazel
@natalie81174765

Top Replied-To in G4:
@theusasingers

Top Replied-To in G5:
@senwarren
@potus
@ericareport
@rdbordereau
@tmsouthflorida
@texasgirlkiwi
@larryandress2
@rhonda_harbison
@repmtg
@trishabutlertn

Top Replied-To in G7:
@elonmusk
@ericareport
@townhallcom
@tulsigabbard
@larryelder
@tedlieu
@tomfitton
@childofisrael5
@judearevived
@jcocktoastan

Top Replied-To in G9:
@actbrigitte

Top Replied-To in G10:
@tarabull808
@itguy1959

Top Mentioned
Top Mentioned in Entire Graph:
@jdcocchiarella
@pamelahensley22
@theusasingers
@senwarren
@actbrigitte
@ericareport
@itguy1959
@ethicsmatter20
@elonmusk
@jbendery

Top Mentioned in G1:
@jdcocchiarella
@roberto16137841
@jakedoesit81
@calltoactivism

Top Mentioned in G2:
@pamelahensley22
@steveinmanuic
@shenandoahwrit1
@joeintyler
@ladyladyheidiab
@victoria_roark

Top Mentioned in G3:
@ericareport
@paulforchange
@youneedaclue
@davidwolfe
@elonmusk
@2t_isms
@colosunshine74
@fmarcanojr
@floriogina
@twittachicca

Top Mentioned in G4:
@theusasingers
@jdcocchiarella
@senwarren

Top Mentioned in G5:
@senwarren
@jewhaditm
@potus
@gopleader
@jdcocchiarella
@rcooley123
@repderekkilmer
@lpnational
@bansisharma
@reardongalt

Top Mentioned in G6:
@descolonizadora
@jaynekberry1
@joerobinenjoyer
@krissieczko
@woundedinhatred
@gavinbena
@alchemi90688288
@9k8jxgx77y

Top Mentioned in G7:
@elonmusk
@senwarren
@hodgetwins
@karilake
@micsolana
@williohydro
@tankozionism
@zealouslyquoted
@kanyewest
@7lindae7

Top Mentioned in G8:
@ethicsmatter20
@nicholsuprising
@theusasingers
@therriantonee
@jdcocchiarella

Top Mentioned in G9:
@actbrigitte
@pamelahensley22

Top Mentioned in G10:
@itguy1959
@elonmusk
@topdoge007
@tarabull808
@sonofkrypto

Top Tweeters
Top Tweeters in Entire Graph:
@cagney1991
@joni_looking
@inspiteoftrump
@sandradunn1955
@marthalynneowe1
@malliardreport
@kak089
@1loriking
@dclarediane
@79topper

Top Tweeters in G1:
@joni_looking
@sandradunn1955
@79topper
@theresamax
@liverpotlian
@curiocat13
@micjojd
@belladonamodels
@iamforeverblue2
@minotauresse

Top Tweeters in G2:
@carolynd72355
@drsue19380
@mikecokere
@ogoriginalgoat
@lisam02184
@addictedtau
@mariamcbean
@blgaethgaeth
@henshallharold
@cagramps63

Top Tweeters in G3:
@njmike731
@twittachicca
@rebeccaswh
@ferrariera
@losivad
@pirateonboard
@melissafoersch1
@curmudgeon1836
@smoffymoth
@shamontielv

Top Tweeters in G4:
@cagney1991
@marthalynneowe1
@kak089
@1loriking
@princessbravato
@jrbkjrbk
@rosiem1919
@cherokeenative3
@njdoc
@barbiewithatude

Top Tweeters in G5:
@inspiteoftrump
@joanisparkles
@tottenbill
@rhonda_harbison
@sandykalano
@allentien
@all100senators
@locou9
@jjdebenedictis
@sunilkumaraus

Top Tweeters in G6:
@malliardreport
@dclarediane
@workingtrucker
@dianemo24012416
@larshano
@drogon_dracarys
@wandarufin
@jessicagoldstei
@bryvkin
@ocanannain

Top Tweeters in G7:
@yvespdb
@nytimes
@mailonline
@washingtonpost
@skb_sara
@cnn
@zaleskiluke
@erictoulorge
@wholemarsblog
@tomcoates

Top Tweeters in G8:
@foggybottomgal
@antipandemonium
@aquarius1049
@granny_st
@smcenturff
@sammysettanni
@colmant_
@sylvaners
@somuchtodo2
@nslayton

Top Tweeters in G9:
@pauloparmm
@stx488
@agonicovzla
@biren_b
@garybolyerart
@fayekutschman1
@veronic09155606
@f39612
@micketi1950
@ladylnorth

Top Tweeters in G10:
@mamolkcsmamol
@valeriozach
@fixxiew
@latimerbrett
@bezoscrypto
@formarrowdbs
@itguy1959
@somedaygirl
@nordicscripts
@kassandra_1909


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