#ImmigrationReform, Twitter, 1/12/2021 1:10:29 AM, 245434


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#ImmigrationReform_2021-01-10_09-02-19.xlsx
#ImmigrationReform_2021-01-10_09-02-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2021
Short Description:
#ImmigrationReform via NodeXL https://bit.ly/2Lm0guQ
@joebiden
@pradkalita
@iamkurc
@karenbrubin
@kamalaharris
@forimpeach45
@usvisalawyer
@ailanational
@lavanya94802619
@jeffjoseph

Top hashtags:
#immigrationreform
#immigration
#removebacklog
#gcbacklog
#noexcuses

Description:
Description
The graph represents a network of 253 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 Sunday, 10 January 2021 at 17:02 UTC.

The requested start date was Saturday, 09 January 2021 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 13-day, 12-hour, 4-minute period from Saturday, 26 December 2020 at 08:16 UTC to Friday, 08 January 2021 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 : 253
Unique Edges : 166
Edges With Duplicates : 238
Total Edges : 404
Number of Edge Types : 5
Tweet : 97
Replies to : 26
Mentions : 95
Retweet : 82
MentionsInRetweet : 104
Self-Loops : 101
Reciprocated Vertex Pair Ratio : 0.00476190476190476
Reciprocated Edge Ratio : 0.00947867298578199
Connected Components : 69
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 96
Maximum Edges in a Connected Component : 164
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.733347
Graph Density : 0.00330949243992722
Modularity : 0.535171
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 253 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 Sunday, 10 January 2021 at 17:02 UTC.

The requested start date was Saturday, 09 January 2021 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 13-day, 12-hour, 4-minute period from Saturday, 26 December 2020 at 08:16 UTC to Friday, 08 January 2021 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:
[15] http://www.suprpac.com/campaigns/view-campaign-detail/NoAmnesty
[3] http://www.modernchurchlady.com/?p=1170
[2] https://thinkimmigration.org/blog/2021/01/04/our-immigration-laws-were-last-updated-before-the-internet-was-a-thing/
[2] https://dailycaller.com/2018/07/28/republican-immigration-asylum-guest-worker-visas/
[2] https://www.youtube.com/watch?v=UwjeqnGi9Zw
[2] https://www.youtube.com/watch?v=ESAwvQxYjIU&feature=youtu.be

[1] https://twitter.com/lbarronlopez/status/1347636056724795394
[1] https://africainharlem.nyc/en/immigrant-advocates-call-for-action-on-day1-of-biden-administration-to-dismantle-trump-legacy/
[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/lindseygrahamsc/status/1347568532951867392

Top URLs in Tweet in G1:
[15] http://www.suprpac.com/campaigns/view-campaign-detail/NoAmnesty
[1] https://intpolicydigest.org/2020/12/02/u-s-immigration-policy-needs-to-change-remaining-in-mexico-is-not-the-solution/
[1] https://vimeo.com/9222267
[1] https://www.marketplace.org/2020/12/28/h-1b-visa-holders-hope-biden-administration-will-reform-unpredictable-process/
[1] https://www.washingtonpost.com/national/biden-immigration-policy-changes/2020/12/22/2eb9ef92-4400-11eb-8deb-b948d0931c16_story.html
[1] https://www.cbsnews.com/news/stimulus-check-mixed-status-family-immigrant-eligible/
[1] https://resources.envoyglobal.com/hr-immigration-corner/joe-bidens-immigration-plan-what-to-expect?utm_campaign=Blog
[1] Reshare
[1] 2020&utm_content=150398626&utm_medium=social&utm_source=twitter&hss_channel=tw-86190247
[1] https://twitter.com/MuyMexi/status/1343805788729430016

Top URLs in Tweet in G2:
[1] https://thinkimmigration.org/blog/2021/01/04/our-immigration-laws-were-last-updated-before-the-internet-was-a-thing/

Top URLs in Tweet in G3:
[1] https://twitter.com/therecount/status/1346525695879614467

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=UwjeqnGi9Zw

Top URLs in Tweet in G7:
[2] https://dailycaller.com/2018/07/28/republican-immigration-asylum-guest-worker-visas/

Top URLs in Tweet in G8:
[1] https://twitter.com/roifelawgroup/status/1346132072591745027

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] immigrationreform
[48] immigration
[19] removebacklog
[17] gcbacklog
[17] noexcuses
[16] noamnesty
[15] securetheborder
[15] makedclisten
[15] pjnet
[15] redmeat



Top Hashtags in Tweet in G1:
[76] immigrationreform
[28] immigration
[15] noamnesty
[15] securetheborder
[15] makedclisten
[15] pjnet
[15] redmeat
[15] tcot
[9] immigrationlawyer
[6] diasporalaw

Top Hashtags in Tweet in G2:
[18] removebacklog
[16] gcbacklog
[16] noexcuses
[7] immigrationreform
[6] removecountrycap
[1] 117thcongress
[1] skilledimmigration
[1] keepthetalents
[1] nowornever
[1] fear

Top Hashtags in Tweet in G3:
[7] immigrationreform
[2] blm
[2] georgia
[2] dems
[2] senate
[2] healthcare
[2] immigration
[2] cir
[1] civilrights
[1] lgbtqia

Top Hashtags in Tweet in G4:
[6] immigrationreform
[1] georgia
[1] flippedthesenate
[1] minimumwage
[1] merrickgarlandag
[1] infrastructure
[1] nomorecorporatehandouts
[1] realcovidrelief
[1] action
[1] refomamigratoriaahora

Top Hashtags in Tweet in G5:
[1] nomoredeaths
[1] immigrationreform
[1] humanrights

Top Hashtags in Tweet in G6:
[1] immigrationreform

Top Hashtags in Tweet in G7:
[2] immigrationreform
[1] hr392
[1] s281
[1] immigration
[1] h1b

Top Hashtags in Tweet in G8:
[3] immigrationreform
[1] med4all
[1] m4bl
[1] tuitionforgiveness
[1] dcstatehood
[1] guncontrol
[1] womensrights
[1] covid19
[1] healthcare
[1] climatechange

Top Hashtags in Tweet in G9:
[6] kamalaharris
[1] policereform
[1] immigrationreform
[1] votingrightsact

Top Hashtags in Tweet in G10:
[1] gcbacklog
[1] noexcuses
[1] removebacklog
[1] immigrationreform
[1] guestworkers
[1] h2b

Top Words
Top Words in Tweet in Entire Graph:
[160] #immigrationreform
[85] immigration
[82] people
[46] #immigration
[33] reform
[29] important
[27] see
[26] live
[26] first
[25] let's

Top Words in Tweet in G1:
[74] #immigrationreform
[60] immigration
[50] people
[27] reform
[26] #immigration
[25] first
[24] house
[24] fire
[24] invite
[24] come

Top Words in Tweet in G2:
[18] pradkalita
[18] #removebacklog
[18] eb
[18] category
[16] #gcbacklog
[16] community
[16] wish
[16] #noexcuses
[16] done
[12] #117thconâ

Top Words in Tweet in G3:
[7] #immigrationreform
[7] joebiden
[4] kamalaharris
[4] transition46
[2] need
[2] rights
[2] #blm
[2] #georgia
[2] turns
[2] bluer

Top Words in Tweet in G4:
[6] #immigrationreform
[3] aoc
[2] senatemajldr
[2] barackobama
[2] joebiden
[2] reform
[2] stop
[2] immigration
[2] law
[2] frm

Top Words in Tweet in G5:
[12] 01
[12] 06
[12] 21
[12] private
[12] prison
[12] bus
[12] drops
[12] migrants
[12] captured
[12] few

Top Words in Tweet in G6:
[2] reformgab
[2] turner
[2] diaries
[2] dr
[2] wm
[2] pierce
[2] follow
[2] re
[2] tweet
[2] immigration

Top Words in Tweet in G7:
[5] immigration
[3] fedupspeakinup
[3] thefxr1
[3] krotay2
[3] rsbnetwork
[3] realdonaldtrump
[3] used
[3] unsustainable
[2] housegoâ
[2] hawks

Top Words in Tweet in G8:
[8] ossoff
[3] #immigrationreform
[3] jon
[3] believes
[3] stronger
[3] country
[3] work
[3] together
[3] solve
[3] problems

Top Words in Tweet in G9:
[7] tie
[6] election
[6] black
[6] people
[6] broke
[6] yoke
[6] white
[6] supremacy
[6] #kamalaharris
[6] break

Top Words in Tweet in G10:
[7] 2021
[6] fy
[6] h2b
[6] spring
[6] season
[6] employers
[6] filed
[6] 403
[6] applications
[6] requesting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] immigration,reform
[24] house,fire
[24] fire,invite
[24] invite,people
[24] people,come
[24] come,live
[24] live,immigration
[24] reform,important
[24] important,let's
[24] let's,see

Top Word Pairs in Tweet in G1:
[26] immigration,reform
[24] house,fire
[24] fire,invite
[24] invite,people
[24] people,come
[24] come,live
[24] live,immigration
[24] reform,important
[24] important,let's
[24] let's,see

Top Word Pairs in Tweet in G2:
[18] #removebacklog,eb
[18] eb,category
[16] #gcbacklog,community
[16] community,wish
[16] wish,#noexcuses
[16] #noexcuses,#removebacklog
[16] category,done
[15] pradkalita,#gcbacklog
[12] done,#117thconâ
[4] ailanational,skilled

Top Word Pairs in Tweet in G3:
[4] joebiden,kamalaharris
[2] #georgia,turns
[2] turns,bluer
[2] bluer,#dems
[2] #dems,win
[2] win,#senate
[2] #senate,time
[2] time,#immigrationreform
[2] #immigrationreform,joebiden
[2] joebiden,grooganfox26

Top Word Pairs in Tweet in G5:
[12] 01,06
[12] 06,21
[12] 21,private
[12] private,prison
[12] prison,bus
[12] bus,drops
[12] drops,migrants
[12] migrants,captured
[12] captured,few
[12] few,hours

Top Word Pairs in Tweet in G6:
[2] turner,diaries
[2] diaries,dr
[2] dr,wm
[2] wm,pierce
[2] pierce,follow
[2] follow,re
[2] re,tweet
[2] tweet,immigration
[2] immigration,reform
[2] reform,news

Top Word Pairs in Tweet in G7:
[3] thefxr1,krotay2
[3] krotay2,rsbnetwork
[3] rsbnetwork,realdonaldtrump
[3] realdonaldtrump,immigration
[3] immigration,used
[3] used,unsustainable
[2] fedupspeakinup,thefxr1
[2] unsustainable,housegoâ
[2] immigration,hawks
[2] hawks,slam

Top Word Pairs in Tweet in G8:
[3] ossoff,jon
[3] jon,ossoff
[3] ossoff,believes
[3] believes,stronger
[3] stronger,country
[3] country,work
[3] work,together
[3] together,solve
[3] solve,problems
[3] problems,such

Top Word Pairs in Tweet in G9:
[6] election,black
[6] black,people
[6] people,broke
[6] broke,yoke
[6] yoke,white
[6] white,supremacy
[6] supremacy,#kamalaharris
[6] #kamalaharris,break
[6] break,tie
[5] susanbchurch11,election

Top Word Pairs in Tweet in G10:
[6] 2021,fy
[6] fy,h2b
[6] h2b,spring
[6] spring,season
[6] season,employers
[6] employers,filed
[6] filed,403
[6] 403,applications
[6] applications,requesting
[6] requesting,more

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@ossoff
@abhishnayak
@thinkthanked
@sunpolitics
@foxnews
@criticaltnk
@senatemajldr
@lizmalloy5
@senschumer

Top Replied-To in G2:
@abhishnayak
@thinkthanked
@ailanational
@criticaltnk

Top Replied-To in G3:
@transition46
@ahilan_toolong
@ewarren

Top Replied-To in G4:
@aoc
@senatemajldr
@k_noisewatermd
@sallie_becker

Top Replied-To in G7:
@thefxr1

Top Replied-To in G8:
@ossoff

Top Mentioned
Top Mentioned in Entire Graph:
@pradkalita
@joebiden
@iamkurc
@kamalaharris
@ailanational
@susanbchurch11
@jeffjoseph
@sfliberty
@wokemitt
@farmwrkrjustice

Top Mentioned in G1:
@intpolicydigest
@jmichaelseyfert

Top Mentioned in G2:
@pradkalita
@ailanational
@joebiden
@kamalaharris
@annmclanekuster
@repchrispappas
@senatorshaheen
@doug_rand
@alimayorkas
@senatorhassan

Top Mentioned in G3:
@joebiden
@kamalaharris
@transition46
@grooganfox26
@fox26houston
@drbiden
@cristobaljalex
@librotraficante
@emilyfilmore
@thedemocrats

Top Mentioned in G4:
@barackobama
@joebiden
@doj_eoir
@jrubinblogger
@senatemajldr
@maddow
@nicolledwallace
@chrislhayes
@maggienyt

Top Mentioned in G5:
@iamkurc
@theatlantic
@nytimes
@vicenews
@joebiden
@kamalaharris

Top Mentioned in G6:
@reformgab
@ref
@iii_ann_
@two_legit_2quit
@eltrustoplano
@garyraikes2
@auggy806
@nreincarnate
@euphemiasigne
@snowduchess1

Top Mentioned in G7:
@fedupspeakinup
@krotay2
@rsbnetwork
@realdonaldtrump
@thefxr1
@dailycaller
@senatorlankford
@senbennetco

Top Mentioned in G8:
@ossoff
@didikins4life
@joebiden
@kamalaharris
@reverendwarnock

Top Mentioned in G9:
@susanbchurch11

Top Mentioned in G10:
@jeffjoseph
@pradkalita

Top Tweeters
Top Tweeters in Entire Graph:
@thehill
@jjj5819
@walmart
@publicoutcrysy
@kerner_gary
@foxnews
@nytimes
@fox26houston
@6nsinvt
@dailycaller

Top Tweeters in G1:
@jhwhitley
@samantha_lamb_
@oh_dit
@onevenusthrow
@intpolicydigest
@megaphone_jeff
@usgovtc
@mikinthemission
@someonebutgabe
@smit_ty

Top Tweeters in G2:
@discriminated09
@legalhskpanda
@s386backlogger
@david_j_bier
@lamdawram
@ailanational
@ddsvineet
@karolbrown
@senatorshaheen
@thinkthanked

Top Tweeters in G3:
@fox26houston
@richardohornos
@bots4humanity
@librotraficante
@thedemocrats
@marafig60871081
@cristobaljalex
@kamalaharris
@npairwaves
@grooganfox26

Top Tweeters in G4:
@maggienyt
@chrislhayes
@jrubinblogger
@sallie_becker
@karenbrubin
@nicolledwallace
@k_noisewatermd
@maddow
@barackobama
@aoc

Top Tweeters in G5:
@publicoutcrysy
@nytimes
@theatlantic
@vicenews
@niksense8
@cookingtheresa
@libertasdhpro
@buddjenn
@azclaudjarae
@jamessjacob

Top Tweeters in G6:
@ref
@vonpilsner
@snowduchess1
@two_legit_2quit
@gentxray
@iii_ann_
@garyraikes2
@auggy806
@reformgab
@euphemiasigne

Top Tweeters in G7:
@dailycaller
@fedupspeakinup
@thefxr1
@realdonaldtrump
@housegop
@rsbnetwork
@sentomcotton
@senatorlankford
@krotay2
@senbennetco

Top Tweeters in G8:
@didikins4life
@plantperson1
@ossoff
@usvisalawyer
@reverendwarnock
@vikingrl

Top Tweeters in G9:
@jjj5819
@analisa_swan
@kellyjohnsonhas
@bridget123goooo
@stephberrryy
@susanbchurch11

Top Tweeters in G10:
@lavanya94802619
@tiffanybaldwin1
@lauradfrancis
@alittlebird_e
@jeffjoseph
@nurbekovaiperi