#ImmigrationReform, Twitter, 7/11/2020 11:00:16 PM, 230507


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#ImmigrationReform_2020-07-11_09-52-41.xlsx
#ImmigrationReform_2020-07-11_09-52-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2020
Short Description:
#ImmigrationReform via NodeXL https://bit.ly/3gMsKYX
@gregmusselwhit3
@migrationwatch
@jcross_john
@realdonaldtrump
@rnlynn1958
@qredibleuk
@jenfl23
@schrimsher_
@potus
@susan36495963

Top hashtags:
#immigrationreform
#buildthewall
#alllivesmatter
#immigration

Description:
Description
The graph represents a network of 471 Twitter users whose tweets in the requested range contained "#ImmigrationReform", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 July 2020 at 16:53 UTC.

The requested start date was Saturday, 11 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 18-hour, 51-minute period from Saturday, 27 June 2020 at 01:56 UTC to Thursday, 09 July 2020 at 20:48 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 : 471
Unique Edges : 256
Edges With Duplicates : 572
Total Edges : 828
Number of Edge Types : 5
Replies to : 39
Mentions : 118
Tweet : 109
Retweet : 247
MentionsInRetweet : 315
Self-Loops : 117
Reciprocated Vertex Pair Ratio : 0.0136986301369863
Reciprocated Edge Ratio : 0.027027027027027
Connected Components : 99
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 62
Maximum Edges in a Connected Component : 134
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.931229
Graph Density : 0.002005691828161
Modularity : 0.547533
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 471 Twitter users whose tweets in the requested range contained "#ImmigrationReform", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 11 July 2020 at 16:53 UTC.

The requested start date was Saturday, 11 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 18-hour, 51-minute period from Saturday, 27 June 2020 at 01:56 UTC to Thursday, 09 July 2020 at 20:48 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 : #ImmigrationReform
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:
[14] http://www.suprpac.com/campaigns/view-campaign-detail/NoAmnesty
[11] https://gab.com/
[7] http://Secure.LauraLoomerForCongress.com/jr
[2] https://www.youtube.com/watch?v=gS1n3MdzF0k&t=80s

[2] https://www.entrepreneur.com/article/350208
[2] https://www.thedailybeast.com/tucker-carlson-responds-to-critics-after-calling-white-supremacy-a-hoax-calm-down
[2] https://www.youtube.com/watch?v=PyZHc_vuT9A&feature=youtu.be&app=desktop

[2] https://twitter.com/ap/status/1276710188398120961
[2] http://www.breitbart.com/Breitbart-London/2014/06/18/Petraeus-USA-Needs-Immigration-Reform-Washington-DC-is-A-Security-Threat-to-the-Country?utm_content=bufferfbe81&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.independent.co.uk/news/uk/politics/brexit-latest-eu-migrant-workers-fruit-farm-harry-hall-hunter-partnership-bbc-radio-4-today-a7802381.html

Top URLs in Tweet in G1:
[1] https://twitter.com/NewDayForNJ/status/1150450298709823488
[1] https://www.musselwhiteforcongress.com/

Top URLs in Tweet in G3:
[14] http://www.suprpac.com/campaigns/view-campaign-detail/NoAmnesty
[1] https://www.linkedin.com/slink?code=d5NSXVi
[1] https://twitter.com/taylorklevy/status/1273245162722988033
[1] https://twitter.com/taylorklevy/status/1273990061428703237
[1] https://twitter.com/taylorklevy/status/1273990072304615424
[1] https://twitter.com/wef/status/1274884825707687946
[1] https://twitter.com/iqlatino/status/1276495024985866241
[1] https://www.instagram.com/accounts/login/?next=/p/CB_pzRFnuuv/%3Figshid%3D11exqtmqkz0hj
[1] https://www.youtube.com/watch?v=XS78szypb3s&feature=youtu.be

[1] https://www.instagram.com/accounts/login/?next=/p/CCDRJYqABdb/%3Figshid%3D10enm26e0pfew

Top URLs in Tweet in G4:
[7] http://Secure.LauraLoomerForCongress.com/jr
[1] https://www.breitbart.com/politics/2020/06/29/thousands-of-immigrants-to-secure-u-s-citizenship-to-vote-in-2020-election/
[1] https://twitter.com/FAIRImmigration/status/1279792182036238336
[1] https://twitter.com/ArmyBratt68/status/1279801778549207041
[1] https://twitter.com/RantyAmyCurtis/status/1280650711370530817
[1] https://twitter.com/realjameswoods/status/1278743753390387200
[1] https://twitter.com/donaldjtrumpjr/status/1277931796949319680
[1] https://twitter.com/realdonaldtrump/status/1278673786913599488

Top URLs in Tweet in G5:
[1] https://twitter.com/nusa4eva/status/1278153483322040320

Top URLs in Tweet in G6:
[1] https://www.qredible.co.uk/b/advice-hub/immigration/immigration-reform/

Top URLs in Tweet in G7:
[1] https://www.nbcnews.com/news/us-news/government-must-release-migrant-children-detention-centers-because-coronavirus-judge-n1232328

Top URLs in Tweet in G8:
[1] https://www.theepochtimes.com/federal-judge-sets-aside-trump-administrations-third-country-asylum-rule_3407665.html?ref=brief_News&__sta=mlj.mqsgvhgxbkiJblqsbd%7CFQV&__stm_medium=email&__stm_source=smartech

Top URLs in Tweet in G10:
[11] https://gab.com/
[1] https://www.youtube.com/watch?v=mxss0DrdrO0

[1] https://idtools.org/id/bees/exotic/
[1] https://www.ars.usda.gov/news-events/news/research-news/2020/what-kind-of-bee-is-that-bee-exotic-bee-id-website-expanded/?fbclid=IwAR3tOjjtzJYBZbnRTjd0NDhiqK3lefR43zZcKQCN7tdheq0UGP0wGter5rM

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[14] suprpac.com
[11] gab.com
[8] youtube.com
[7] lauraloomerforcongress.com
[4] instagram.com
[3] breitbart.com
[2] co.uk
[2] nbcnews.com
[2] ow.ly

Top Domains in Tweet in G1:
[1] twitter.com
[1] musselwhiteforcongress.com

Top Domains in Tweet in G3:
[14] suprpac.com
[12] twitter.com
[4] instagram.com
[2] linkedin.com
[2] ow.ly
[1] youtube.com
[1] txsip.org
[1] texasgopvote.com
[1] gallup.com
[1] washingtonpost.com

Top Domains in Tweet in G4:
[7] lauraloomerforcongress.com
[6] twitter.com
[1] breitbart.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] co.uk

Top Domains in Tweet in G7:
[1] nbcnews.com

Top Domains in Tweet in G8:
[1] theepochtimes.com

Top Domains in Tweet in G10:
[11] gab.com
[1] youtube.com
[1] idtools.org
[1] usda.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[328] immigrationreform
[73] buildthewall
[67] alllivesmatter
[66] immigration
[31] americafirst
[28] m200
[22] lauraloomer
[22] fl21
[21] lawyers
[21] reform



Top Hashtags in Tweet in G1:
[67] immigrationreform
[66] alllivesmatter
[66] buildthewall
[1] trump2020
[1] 2ndamendment
[1] prolife
[1] capitalism

Top Hashtags in Tweet in G2:
[41] immigrationreform
[1] tuesdaythoughts

Top Hashtags in Tweet in G3:
[67] immigrationreform
[26] immigration
[14] noamnesty
[14] securetheborder
[14] makedclisten
[14] pjnet
[14] redmeat
[14] tcot
[6] usa
[5] covid19

Top Hashtags in Tweet in G4:
[29] immigrationreform
[28] m200
[27] americafirst
[22] lauraloomer
[22] fl21
[21] voteredtosaveamerica2020
[16] 1a
[16] 2a
[14] madeinamerica
[9] bordersecurity

Top Hashtags in Tweet in G5:
[3] immigrationreform
[1] immigrationc
[1] students
[1] university
[1] college
[1] education
[1] highered
[1] highereducation
[1] covid19
[1] covid

Top Hashtags in Tweet in G6:
[21] immigration
[21] lawyers
[21] reform
[21] brexit
[1] homeoffice
[1] immigrationreform
[1] immigrationpolicy

Top Hashtags in Tweet in G7:
[21] immigrationreform

Top Hashtags in Tweet in G8:
[1] buildthewall
[1] immigrationreform
[1] twgrp
[1] votered

Top Hashtags in Tweet in G9:
[1] trump2020
[1] buildthewall
[1] voterid
[1] immigrationreform
[1] maga
[1] kag
[1] magaa
[1] wwg1wga

Top Hashtags in Tweet in G10:
[6] immigrationreform
[6] mosleymonday
[4] antiques
[2] coldblooded
[1] fascistfriday

Top Words
Top Words in Tweet in Entire Graph:
[288] #immigrationreform
[101] immigration
[73] #buildthewall
[72] stand
[69] know
[68] gregmusselwhit3
[67] #alllivesmatter
[66] lines
[66] drawn
[66] players

Top Words in Tweet in G1:
[70] stand
[68] gregmusselwhit3
[67] #immigrationreform
[66] lines
[66] drawn
[66] know
[66] players
[66] #alllivesmatter
[66] #buildthewall
[44] #2nd

Top Words in Tweet in G2:
[41] 'woke'
[41] admit
[41] mass
[41] immigration
[41] plays
[41] critical
[41] role
[41] housing
[41] crisis
[41] ˆ

Top Words in Tweet in G3:
[67] #immigrationreform
[26] #immigration
[21] immigration
[18] people
[14] support
[14] #noamnesty
[14] #securetheborder
[14] #makedclisten
[14] #pjnet
[14] #redmeat

Top Words in Tweet in G4:
[29] #immigrationreform
[29] rnlynn1958
[28] #m200
[24] aquino4congress
[22] juliereichwein1
[22] #lauraloomer
[22] #fl21
[21] #voteredtosaveamerica2020
[21] #americafirst
[16] #1a

Top Words in Tweet in G5:
[3] #immigrationreform
[3] potus
[2] serremmy
[2] noah33
[2] tod1776
[2] sla1500
[2] me_suits
[2] ronmolina
[2] dawnegurl
[2] michael2_t

Top Words in Tweet in G6:
[21] eligible
[21] work
[21] uk
[21] under
[21] points
[21] based
[21] immigration
[21] system
[21] #immigration
[21] #lawyers

Top Words in Tweet in G7:
[21] shouldn
[21] take
[21] pandemic
[21] protect
[21] innocent
[21] children
[21] need
[21] comprehensive
[21] #immigrationreform
[20] jenfl23

Top Words in Tweet in G8:
[16] ruling
[16] removes
[16] unjust
[16] barrier
[16] security
[16] make
[16] mistake
[16] means
[16] asylum
[16] seekers

Top Words in Tweet in G9:
[2] beshirespamela
[2] annpartrump2020
[2] janettxblessed
[2] anniegethergun
[2] jeffmctn1
[2] ettetrump
[2] wvwalker1
[2] jennifer_in_ozy
[2] lologberg

Top Words in Tweet in G10:
[16] gab
[12] re
[12] reformgab
[11] immigration
[11] reform
[11] news
[10] twitter
[8] œ
[6] follow
[6] #immigrationreform

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[70] #buildthewall,#immigrationreform
[66] lines,drawn
[66] drawn,know
[66] know,players
[66] players,stand
[66] stand,#alllivesmatter
[66] #alllivesmatter,#buildthewall
[65] gregmusselwhit3,lines
[44] #immigrationreform,#2nd
[41] 'woke',admit

Top Word Pairs in Tweet in G1:
[66] lines,drawn
[66] drawn,know
[66] know,players
[66] players,stand
[66] stand,#alllivesmatter
[66] #alllivesmatter,#buildthewall
[66] #buildthewall,#immigrationreform
[65] gregmusselwhit3,lines
[44] #immigrationreform,#2nd
[21] #immigrationreform,#2ndâ

Top Word Pairs in Tweet in G2:
[41] 'woke',admit
[41] admit,mass
[41] mass,immigration
[41] immigration,plays
[41] plays,critical
[41] critical,role
[41] role,housing
[41] housing,crisis
[41] crisis,ˆ
[40] migrationwatch,'woke'

Top Word Pairs in Tweet in G3:
[14] support,#immigrationreform
[14] #immigrationreform,#noamnesty
[14] #noamnesty,#securetheborder
[14] #securetheborder,#immigration
[14] #immigration,#makedclisten
[14] #makedclisten,#pjnet
[14] #pjnet,#redmeat
[14] #redmeat,#tcot
[9] immigration,reform
[8] #immigration,#immigrationreform

Top Word Pairs in Tweet in G4:
[22] #lauraloomer,#fl21
[22] #fl21,#m200
[19] rnlynn1958,juliereichwein1
[16] #1a,#2a
[15] juliereichwein1,#lauraloomer
[14] #americafirst,#madeinamerica
[14] #madeinamerica,#voteredtosaveamerica2020
[9] #bordersecurity,#immigrationreform
[8] #immigrationreform,#voterid
[8] #m200,#americafirst

Top Word Pairs in Tweet in G5:
[2] serremmy,noah33
[2] noah33,tod1776
[2] tod1776,sla1500
[2] sla1500,me_suits
[2] me_suits,ronmolina
[2] ronmolina,dawnegurl
[2] dawnegurl,michael2_t
[2] michael2_t,scrotiemcp
[2] scrotiemcp,lynnmagoo
[2] lynnmagoo,usa1calling

Top Word Pairs in Tweet in G6:
[21] eligible,work
[21] work,uk
[21] uk,under
[21] under,points
[21] points,based
[21] based,immigration
[21] immigration,system
[21] system,#immigration
[21] #immigration,#lawyers
[21] #lawyers,#reform

Top Word Pairs in Tweet in G7:
[21] shouldn,take
[21] take,pandemic
[21] pandemic,protect
[21] protect,innocent
[21] innocent,children
[21] children,need
[21] need,comprehensive
[21] comprehensive,#immigrationreform
[20] jenfl23,shouldn

Top Word Pairs in Tweet in G8:
[16] ruling,removes
[16] removes,unjust
[16] unjust,barrier
[16] barrier,security
[16] security,make
[16] make,mistake
[16] mistake,means
[16] means,asylum
[16] asylum,seekers
[15] susan36495963,ruling

Top Word Pairs in Tweet in G9:
[2] annpartrump2020,janettxblessed
[2] janettxblessed,anniegethergun
[2] anniegethergun,jeffmctn1
[2] jeffmctn1,ettetrump
[2] ettetrump,wvwalker1
[2] wvwalker1,jennifer_in_ozy
[2] jennifer_in_ozy,lologberg

Top Word Pairs in Tweet in G10:
[11] immigration,reform
[11] reform,news
[11] news,gab
[10] gab,twitter
[6] follow,re
[6] re,re
[6] reformgab,#immigrationreform
[6] tomorrow,live
[6] live,signed
[6] signed,oswald

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gregmusselwhit3
@migrationwatch
@rnlynn1958
@qredibleuk
@jenfl23
@juliereichwein1
@susan36495963
@reformgab
@realdonaldtrump
@aquino4congress

Top Mentioned in G1:
@gregmusselwhit3

Top Mentioned in G2:
@migrationwatch

Top Mentioned in G3:
@mynamemattjames

Top Mentioned in G4:
@rnlynn1958
@juliereichwein1
@realdonaldtrump
@aquino4congress
@monica_sassy
@breitbartnews
@gop
@housegop
@senategop
@trump

Top Mentioned in G5:
@potus
@noah33
@tod1776
@sla1500
@me_suits
@ronmolina
@dawnegurl
@michael2_t
@scrotiemcp
@lynnmagoo

Top Mentioned in G6:
@qredibleuk

Top Mentioned in G7:
@jenfl23

Top Mentioned in G8:
@susan36495963

Top Mentioned in G9:
@beshirespamela
@janettxblessed
@anniegethergun
@jeffmctn1
@ettetrump
@wvwalker1
@jennifer_in_ozy
@lologberg
@annpartrump2020
@freedomv

Top Mentioned in G10:
@reformgab
@eltrustoplano
@two_legit_2quit
@colinflaherty
@nreincarnate
@tanyacornfield
@auggy806
@vonpilsner
@n3v3r_3v3r_3v3r

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@s9tmt
@msavaarmstrong
@janettxblessed
@johnmknox
@juliereichwein1
@paulpaul49
@steph93065
@nypost
@c_siera

Top Tweeters in G1:
@ressiger1111
@franginter
@bennythekite
@tamaraleigh_llc
@mc_mad_man
@brenner_colleen
@greatday71
@hlpryor
@addictedtau
@rnrflorida

Top Tweeters in G2:
@johnmknox
@sileer
@philiprichards5
@blaenauffestnow
@tweetonpolitics
@si_or_just_si
@mwengway72
@eylesgeoff
@olgamuireann
@thestaunton

Top Tweeters in G3:
@jhwhitley
@samantha_lamb_
@valtheegal
@isusan66
@wfowen
@lecumberry
@lauriedarln
@cadillacriver
@maria4rmatx
@a

Top Tweeters in G4:
@juliereichwein1
@brialalexi
@rnlynn1958
@monica_sassy
@breitbartnews
@bilarz53
@janicet41402230
@hiddeninmo1
@dawndawn762yah1
@realdonaldtrump

Top Tweeters in G5:
@tod1776
@ronmolina
@chuck_rowland
@corinnabohme
@jcross_john
@slhenry123
@scrotiemcp
@qmagamike
@dawnegurl
@sla1500

Top Tweeters in G6:
@s9tmt
@paulpaul49
@lprivileged
@franbulwer
@chrisraple
@hestermcqueen
@sanyeh1
@evanteijlingen
@ratqueen01
@annetstirling

Top Tweeters in G7:
@theleftyleftie
@danwon86
@lsthart
@charlieinutah
@larissafae
@catzmusic
@taznum8
@bree24c
@timkavanagh1200
@suenosdeuomi

Top Tweeters in G8:
@immoralreport
@c_siera
@usliberate
@ridgesniper
@01_zebra
@user_name_null
@fantasticlegs
@tdpga
@alaskan8917
@debbiethemots

Top Tweeters in G9:
@janettxblessed
@ettetrump
@sonnygirard
@wvwalker1
@jeffmctn1
@lologberg
@michellelynne__
@annpartrump2020
@freedomvirago
@dsouza_ian1

Top Tweeters in G10:
@tanyacornfield
@colinflaherty
@vonpilsner
@two_legit_2quit
@garyraikes2
@auggy806
@reformgab
@blackshirtben
@j0e_turner
@skuggosquiggins