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#ImmigrationReform_2020-08-08_09-45-41.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 08, 2020
Short Description:
#ImmigrationReform via NodeXL https://bit.ly/2PClT92
@susan36495963
@realdonaldtrump
@oskar1schindler
@ff58406291
@michaeldadiego
@danplainview3
@helenhs
@reformgab
@potus
@moved2italy

Top hashtags:
#immigrationreform
#immigration
#immileaks
#votered
#aila

Description:
Description
The graph represents a network of 360 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, 08 August 2020 at 16:46 UTC.

The requested start date was Saturday, 08 August 2020 at 00:01 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 11-day, 19-hour, 16-minute period from Saturday, 25 July 2020 at 01:04 UTC to Wednesday, 05 August 2020 at 20:20 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 : 360
Unique Edges : 207
Edges With Duplicates : 531
Total Edges : 738
Number of Edge Types : 5
Retweet : 240
MentionsInRetweet : 334
Mentions : 60
Replies to : 18
Tweet : 86
Self-Loops : 92
Reciprocated Vertex Pair Ratio : 0.00266666666666667
Reciprocated Edge Ratio : 0.00531914893617021
Connected Components : 82
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 306
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.085598
Graph Density : 0.00290931600123801
Modularity : 0.491852
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 360 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, 08 August 2020 at 16:46 UTC.

The requested start date was Saturday, 08 August 2020 at 00:01 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 11-day, 19-hour, 16-minute period from Saturday, 25 July 2020 at 01:04 UTC to Wednesday, 05 August 2020 at 20:20 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:
[34] https://news.yahoo.com/trump-announces-steps-roll-back-183453592.html
[15] http://www.suprpac.com/campaigns/view-campaign-detail/NoAmnesty
[6] https://gab.com/
[3] https://cheekyvideos.net/murdoch/AMA%204%20The%20Gunts%20of%20Summer.html
[3] https://demcast.com/focus14/
[2] https://twitter.com/NUSL/status/1291070180970377218
[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
[2] https://twitter.com/TexasTribune/status/1290811412252590080
[2] https://www.jasper52.com/blog/anna-pottery-snake-jugs-whimsy-meets-satire/?utm_source=J52_Newsletter&utm_medium=email&utm_content=cta&utm_campaign=20200727_J52_Stories_Daily
[2] https://apple.news/AnR2NvbcVT4SPL849Ah-MDQ

Top URLs in Tweet in G1:
[33] https://news.yahoo.com/trump-announces-steps-roll-back-183453592.html
[1] https://www.foxnews.com/politics/supreme-court-denies-request-to-halt-construction-of-the-border-wall
[1] https://twitter.com/NumbersUSA/status/1025086327941787649

Top URLs in Tweet in G2:
[1] https://twitter.com/Oskar1schindler/status/1288884582046003200

Top URLs in Tweet in G3:
[2] https://apple.news/AnR2NvbcVT4SPL849Ah-MDQ
[1] https://foodprint.org/blog/6-ways-food-is-linked-to-national-politics/
[1] https://twitter.com/pewresearch/status/1287780160809377792
[1] https://twitter.com/joebiden/status/1287863331626389508
[1] https://twitter.com/ctnewsjunkie/status/1288174470285287427
[1] https://twitter.com/Susan36495963/status/1288202367326986240
[1] https://twitter.com/annievanleur/status/1288605685132013568
[1] https://www.reuters.com/article/us-usa-immigration-trump-daca-exclusive/with-election-looming-trump-hardens-stance-against-dreamer-immigrant-program-idUSKCN24T2IO
[1] https://twitter.com/CNNPolitics/status/1288708936439406593
[1] https://apple.news/A8hAMUl9URUKHYAYwLkO-6Q

Top URLs in Tweet in G4:
[1] https://twitter.com/atrupar/status/1289333365242396672

Top URLs in Tweet in G5:
[6] https://gab.com/
[3] https://cheekyvideos.net/murdoch/AMA%204%20The%20Gunts%20of%20Summer.html
[2] https://www.jasper52.com/blog/anna-pottery-snake-jugs-whimsy-meets-satire/?utm_source=J52_Newsletter&utm_medium=email&utm_content=cta&utm_campaign=20200727_J52_Stories_Daily

Top URLs in Tweet in G10:
[1] https://twitter.com/gopchairwoman/status/1290241228202627074

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[213] immigrationreform
[47] immigration
[44] immileaks
[35] votered
[25] aila
[17] securetheborder
[16] noamnesty
[16] makedclisten
[16] pjnet
[16] redmeat



Top Hashtags in Tweet in G1:
[38] immigrationreform
[34] votered
[2] endcitizenshipbybirth
[1] buildthewall
[1] twgrp
[1] voterfraud
[1] votersuppression
[1] pollingplaces
[1] 2020election
[1] electoralcollege

Top Hashtags in Tweet in G2:
[44] immileaks
[26] immigrationreform
[25] aila
[1] daca

Top Hashtags in Tweet in G3:
[42] immigrationreform
[16] immigration
[7] daca
[6] immigrationlawyer
[6] immigrationattorney
[6] immigrationservices
[5] diasporalaw
[5] inmigracion
[5] immigrationstories
[5] immigrationrights

Top Hashtags in Tweet in G4:
[1] savetheaca
[1] savedaca
[1] immigrationreform

Top Hashtags in Tweet in G5:
[7] fascistfriday
[4] immigrationreform
[2] antiques
[2] coldblooded

Top Hashtags in Tweet in G6:
[1] immigrationreform

Top Hashtags in Tweet in G7:
[3] congress
[2] immigrationreform
[1] buildthewall
[1] kidsincages

Top Hashtags in Tweet in G8:
[1] buildthewall
[1] securetheborder
[1] immigrationreform
[1] lawandorder
[1] lexit
[1] trump2020

Top Hashtags in Tweet in G9:
[2] immigrationnation
[2] canceltommyhamm
[2] immigrationreform
[1] immigrants
[1] deportedveterans

Top Hashtags in Tweet in G10:
[6] medicareforall
[6] immigrationreform

Top Words
Top Words in Tweet in Entire Graph:
[213] #immigrationreform
[151] immigration
[105] susan36495963
[90] news
[85] reform
[84] need
[84] re
[79] realdonaldtrump
[78] stop
[77] elect

Top Words in Tweet in G1:
[104] susan36495963
[77] realdonaldtrump
[73] good
[73] news
[73] need
[73] re
[73] elect
[73] finish
[73] wall
[73] reform

Top Words in Tweet in G2:
[44] #immileaks
[44] lawyers
[42] oskar1schindler
[26] #immigrationreform
[25] #1
[25] immigration
[25] under
[25] #aila
[25] against
[25] reason

Top Words in Tweet in G3:
[42] #immigrationreform
[16] #immigration
[12] trump
[7] #daca
[7] immigrant
[6] immigration
[6] #immigrationlawyer
[6] #immigrationattorney
[6] #immigrationservices
[5] immigrants

Top Words in Tweet in G4:
[44] plan
[22] going
[22] sign
[22] health
[22] care
[22] immigration
[22] very
[22] soon
[22] bills
[22] desk

Top Words in Tweet in G5:
[17] news
[16] reformgab
[16] gab
[11] re
[10] immigration
[10] reform
[9] follow
[9] tweet
[8] few
[7] orig

Top Words in Tweet in G6:
[10] txcivilrights
[10] reminder
[10] people
[10] children
[10] adults
[10] died
[10] result
[10] internationally
[10] recognized
[9] jamesmwilliam18

Top Words in Tweet in G7:
[3] x_mr202
[3] kanenfodder
[3] yovince
[3] mistertoybear
[3] stankuba
[3] dnc
[3] gop
[3] #congress
[2] daca
[2] settled

Top Words in Tweet in G8:
[3] project

Top Words in Tweet in G9:
[5] veteranq87
[4] immigration
[4] nation
[4] given
[4] drive
[4] passion
[4] more
[4] elect
[4] officials
[4] corrupt

Top Words in Tweet in G10:
[6] really
[6] pretend
[6] undocumented
[6] folks
[6] don
[6] pay
[6] taxes
[6] huh
[6] #medicareforall
[6] #immigrationreform

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[73] good,news
[73] news,need
[73] need,re
[73] re,elect
[73] elect,realdonaldtrump
[73] realdonaldtrump,finish
[73] finish,wall
[73] wall,reform
[73] reform,immigration
[73] immigration,laws

Top Word Pairs in Tweet in G1:
[73] good,news
[73] news,need
[73] need,re
[73] re,elect
[73] elect,realdonaldtrump
[73] realdonaldtrump,finish
[73] finish,wall
[73] wall,reform
[73] reform,immigration
[73] immigration,laws

Top Word Pairs in Tweet in G2:
[42] oskar1schindler,#immileaks
[25] #immileaks,#1
[25] #1,immigration
[25] immigration,lawyers
[25] lawyers,under
[25] under,#aila
[25] #aila,against
[25] against,#immigrationreform
[25] #immigrationreform,reason
[24] reason,#dac

Top Word Pairs in Tweet in G3:
[6] #immigration,#immigrationreform
[6] #immigrationattorney,#immigrationservices
[5] #diasporalaw,#immigration
[5] #immigration,#inmigracion
[5] #inmigracion,#immigrationreform
[5] #immigrationreform,#immigrationlawyer
[5] #immigrationlawyer,#immigrationattorney
[5] #immigrationservices,#immigrationstories
[5] #immigrationstories,#immigrationrights
[4] #immigrationrights,#latism

Top Word Pairs in Tweet in G4:
[22] going,sign
[22] sign,health
[22] health,care
[22] care,plan
[22] plan,immigration
[22] immigration,plan
[22] plan,very
[22] very,soon
[22] soon,bills
[22] bills,desk

Top Word Pairs in Tweet in G5:
[10] immigration,reform
[10] reform,news
[10] news,gab
[9] re,tweet
[7] orig,fascist
[7] fascist,news
[7] news,paper
[7] paper,arnold
[7] arnold,leese
[7] leese,1937

Top Word Pairs in Tweet in G6:
[10] txcivilrights,reminder
[10] reminder,people
[10] people,children
[10] children,adults
[10] adults,died
[10] died,result
[10] result,internationally
[10] internationally,recognized
[9] jamesmwilliam18,txcivilrights

Top Word Pairs in Tweet in G7:
[3] x_mr202,kanenfodder
[3] kanenfodder,yovince
[3] yovince,mistertoybear
[3] mistertoybear,stankuba
[3] dnc,gop
[2] stankuba,dnc
[2] gop,daca
[2] daca,settled
[2] settled,2017
[2] 2017,#congress

Top Word Pairs in Tweet in G8:
[2] project,project

Top Word Pairs in Tweet in G9:
[4] immigration,nation
[4] nation,given
[4] given,drive
[4] drive,passion
[4] passion,more
[4] more,elect
[4] elect,officials
[4] officials,corrupt
[4] corrupt,base
[3] hiring,immigrants

Top Word Pairs in Tweet in G10:
[6] really,pretend
[6] pretend,undocumented
[6] undocumented,folks
[6] folks,don
[6] don,pay
[6] pay,taxes
[6] taxes,huh
[6] huh,#medicareforall
[6] #medicareforall,#immigrationreform
[5] ourrev305,really

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@susan36495963
@realdonaldtrump
@oskar1schindler
@helenhs
@reformgab
@jamesmwilliam18
@txcivilrights
@veteranq87
@ourrev305
@realphatsblog

Top Mentioned in G1:
@susan36495963
@realdonaldtrump
@caroline_huntr

Top Mentioned in G2:
@oskar1schindler

Top Mentioned in G3:
@jmassee
@rousseaurick

Top Mentioned in G4:
@helenhs

Top Mentioned in G5:
@reformgab
@garyraikes2
@columbiabugle
@vonpilsner
@fashygoy7
@ci64407396
@uk_strasserism
@britain_to
@j0e_turner

Top Mentioned in G6:
@jamesmwilliam18
@txcivilrights

Top Mentioned in G7:
@kanenfodder
@yovince
@mistertoybear
@stankuba
@dnc
@gop
@bearly_m
@x_mr202

Top Mentioned in G8:
@levitrabeaver
@politibunny
@aplmom
@kathygriffin
@morningmika
@realdonaldtrump

Top Mentioned in G9:
@veteranq87

Top Mentioned in G10:
@ourrev305

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@thehill
@sherrilee7
@ungubunugu1274
@connnutmeg
@jjj5819
@clark7950
@friendlyjmc
@foxnews
@mjoemal19

Top Tweeters in G1:
@connnutmeg
@clark7950
@friendlyjmc
@mjoemal19
@margare04323327
@kaci1951
@belkkathy512
@mgtythor
@neesietweets
@catstalkback1

Top Tweeters in G2:
@var_nogood
@forskilled
@malli1710
@tushar4equality
@bhattkalpesh
@rick_patel1
@_homeishere_
@pankaj571
@globalcitizeni4
@shekarshaky

Top Tweeters in G3:
@ohlaboday
@jmassee
@annebarnard7
@kristitalmadge
@liberalranter
@younique_ala_m
@farbeka
@huncho_buddah
@notpoisonivy_us
@wiserutips

Top Tweeters in G4:
@ungubunugu1274
@jjj5819
@elmer_a_chile
@tanis42
@bethieboop62
@mallyskok
@karma_incarnate
@helenhs
@dmc1017
@tawnivixen4

Top Tweeters in G5:
@falconhunternra
@columbiabugle
@vonpilsner
@badgefederal
@nbulondon
@garyraikes2
@paul13usa
@darksavior79
@auggy806
@reformgab

Top Tweeters in G6:
@sherrilee7
@fireworkbonnie
@spottlessmarxx
@reversedimages1
@jamesmwilliam18
@77brew_davis
@davidkane37
@txcivilrights
@the_real_jose_o
@zrochalozano

Top Tweeters in G7:
@immoralreport
@gop
@bearly_m
@x_mr202
@yovince
@kanenfodder
@mistertoybear
@stankuba
@dnc

Top Tweeters in G8:
@politibunny
@aplmom
@kathygriffin
@ff58406291
@morningmika
@levitrabeaver
@uclachingona3

Top Tweeters in G9:
@pusherluv9
@marcmcfadyen
@fucktru81015751
@carmelliittaa
@sassykicksass1
@veteranq87

Top Tweeters in G10:
@proggesivealien
@kaiowut99
@hoothootberns
@fl4bernie2020
@ourrev305
@josereq13


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