Propublica, Twitter, 12/6/2019 12:30:03 PM, 218255


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Propublica_2019-12-05_23-41-33.xlsx
Propublica_2019-12-05_23-41-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
Propublica via NodeXL http://bit.ly/2Ylq9gq
@propublica
@lizzieohreally
@davidhogg111
@mollyjongfast
@flotus
@huffpost
@buddjenn
@browndjfc
@repkarenbass
@peterdaou

Top hashtags:
#stopmurderingimmigrants
#smartnews
#bebest
#closethecamps
#abolishice
#ice

Description:
Description
The graph represents a network of 4,775 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 07:42 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-hour, 41-minute period from Thursday, 05 December 2019 at 22:19 UTC to Friday, 06 December 2019 at 01:01 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 : 4775
Unique Edges : 6135
Edges With Duplicates : 820
Total Edges : 6955
Number of Edge Types : 3
Mentions : 6182
Tweet : 303
Replies to : 470
Self-Loops : 303
Reciprocated Vertex Pair Ratio : 0.00326797385620915
Reciprocated Edge Ratio : 0.00651465798045603
Connected Components : 254
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 4360
Maximum Edges in a Connected Component : 6506
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.689992
Graph Density : 0.000269347271542847
Modularity : 0.687036
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,775 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 07:42 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-hour, 41-minute period from Thursday, 05 December 2019 at 22:19 UTC to Friday, 06 December 2019 at 01:01 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 : Propublica
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:
[974] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[748] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[625] https://twitter.com/propublica/status/1202664171789324288
[200] https://twitter.com/propublica/status/1202660156233916416
[62] https://twitter.com/propublica/status/1202686614872502273
[30] https://www.propublica.org/article/how-mckinsey-helped-the-trump-administration-implement-its-immigration-policies
[17] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care/amp?__twitter_impression=true
[16] https://twitter.com/propublica/status/1202657804420562945
[15] https://twitter.com/lhwaldron/status/1202659256916496389
[13] http://go.propublica.org/bigstory-social

Top URLs in Tweet in G1:
[10] http://go.propublica.org/mediarequest
[10] https://twitter.com/propublica/status/1202660156233916416
[9] http://go.propublica.org/bigstory-social
[8] https://twitter.com/propublica/status/1202664171789324288
[7] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[7] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[7] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care/amp
[4] https://twitter.com/ericuman/status/1202667343115169797
[2] https://www.cbsnews.com/news/carlos-gregorio-hernandez-vasquez-propublica-video-shows-16-year-old-migrant-boys-death-in-border-patrol-cell/
[2] https://projects.propublica.org/politwoops/tweet/1202176331053780992

Top URLs in Tweet in G2:
[908] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[3] https://apple.news/AO6hRSI9BSmew_n7qsylHyQ
[3] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[1] http://go.propublica.org/mediarequest
[1] https://twitter.com/propublica/status/1202660156233916416

Top URLs in Tweet in G3:
[463] https://twitter.com/propublica/status/1202664171789324288
[10] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[6] https://twitter.com/propublica/status/1202742452567904256
[4] https://www.propublica.org/article/this-judge-is-married-to-the-sheriff-ethics-complaints-have-piled-up
[3] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care

Top URLs in Tweet in G4:
[117] https://twitter.com/propublica/status/1202660156233916416
[75] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[44] https://twitter.com/propublica/status/1202664171789324288
[17] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[10] https://twitter.com/propublica/status/1202657804420562945
[7] https://twitter.com/propublica/status/1202664171789324288?s=19
[6] https://twitter.com/propublica/status/1202686614872502273
[5] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care/amp?__twitter_impression=true
[4] http://go.propublica.org/bigstory-social
[3] https://twitter.com/propublica/status/1202660156233916416?s=21

Top URLs in Tweet in G5:
[338] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[7] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[4] https://twitter.com/propublica/status/1202664171789324288

Top URLs in Tweet in G6:
[110] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[8] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care/amp?__twitter_impression=true
[4] https://www.propublica.org/article/they-loan-you-money-then-they-get-a-warrant-for-your-arrest
[2] https://www.propublica.org/article/spreading-corruption-is-a-russian-government-foreign-policy
[2] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[2] https://www.mckinsey.com/about-us/media/mckinsey-statement-on-new-york-times-and-propublica-article-regarding-ice-and-cbp
[2] https://www.propublica.org/article/how-mckinsey-helped-the-trump-administration-implement-its-immigration-policies
[2] https://www.propublica.org/article/hes-a-liar-a-con-artist-and-a-snitch-his-testimony-could-soon-send-a-man-to-his-death
[2] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care/amp?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica%20Main%20&__twitter_impression=true
[1] https://twitter.com/i/web/status/1202715197745573888

Top URLs in Tweet in G7:
[32] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[14] https://twitter.com/lhwaldron/status/1202659256916496389
[11] https://twitter.com/propublica/status/1202660156233916416
[5] https://www.propublica.org/article/looking-for-alaskas-rural-police-force-check-the-suburbs
[2] https://www.nbcnews.com/news/latino/doctors-offer-give-free-flu-shots-detained-migrants-warn-trump-n1085206
[2] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[1] https://twitter.com/i/web/status/1202754442178654209
[1] https://twitter.com/i/web/status/1202752803900448769
[1] https://twitter.com/i/web/status/1202707227926310916
[1] https://twitter.com/i/web/status/1202752634836463618

Top URLs in Tweet in G8:
[4] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[4] https://twitter.com/propublica/status/1202664171789324288
[1] https://twitter.com/i/web/status/1202718203320901633
[1] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[1] https://twitter.com/i/web/status/1202718959189008390

Top URLs in Tweet in G9:
[62] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[3] https://twitter.com/propublica/status/1202664171789324288

Top URLs in Tweet in G10:
[4] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care
[2] https://www.propublica.org/article/inside-the-cell-where-a-sick-16-year-old-boy-died-in-border-patrol-care?utm_content=buffercec38&utm_medium=social&utm_source=twitter&utm_campaign=ProPublica+Main+#172358
[1] https://twitter.com/propublica/status/1202664171789324288
[1] https://twitter.com/i/web/status/1202470259892117505
[1] https://twitter.com/i/web/status/1202730438437036032
[1] https://twitter.com/i/web/status/1202749808110383105
[1] https://twitter.com/i/web/status/1202573127290630144
[1] https://twitter.com/i/web/status/1202536677559939072
[1] https://twitter.com/i/web/status/1202658085900341248
[1] https://www.propublica.org/article/how-mckinsey-helped-the-trump-administration-implement-its-immigration-policies

Top Domains
Top Domains in Tweet in Entire Graph:
[1875] propublica.org
[1180] twitter.com
[5] apple.news
[4] cbsnews.com
[3] democracynow.org
[2] nbcnews.com
[2] facebook.com
[2] cato.org
[2] mckinsey.com
[2] youtube.com

Top Domains in Tweet in G1:
[101] twitter.com
[46] propublica.org
[2] cbsnews.com
[2] cato.org
[1] threadreaderapp.com
[1] nytv.to
[1] apple.com
[1] youtube.com
[1] canada.ca

Top Domains in Tweet in G2:
[912] propublica.org
[3] apple.news
[1] twitter.com

Top Domains in Tweet in G3:
[469] twitter.com
[17] propublica.org

Top Domains in Tweet in G4:
[229] twitter.com
[106] propublica.org
[1] facebook.com

Top Domains in Tweet in G5:
[345] propublica.org
[4] twitter.com

Top Domains in Tweet in G6:
[144] propublica.org
[29] twitter.com
[2] apple.news
[2] mckinsey.com
[1] github.com
[1] facebook.com
[1] youtube.com

Top Domains in Tweet in G7:
[58] twitter.com
[40] propublica.org
[2] nbcnews.com

Top Domains in Tweet in G8:
[6] twitter.com
[5] propublica.org

Top Domains in Tweet in G9:
[62] propublica.org
[3] twitter.com

Top Domains in Tweet in G10:
[7] twitter.com
[7] propublica.org
[1] sanfordhinden.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[495] stopmurderingimmigrants
[34] smartnews
[8] bebest
[7] closethecamps
[6] abolishice
[5] ice
[4] borderpatrol
[4] crimesagainsthumanity
[4] butbarron
[4] borderwall



Top Hashtags in Tweet in G1:
[7] stopmurderingimmigrants
[2] justiceforcarlos
[2] borderpatrol
[2] fascistgop
[2] maga
[2] trumpconcentrationcamps
[2] trumpcrimesyndicate
[2] abolishice
[2] abolishcbp
[2] border

Top Hashtags in Tweet in G3:
[461] stopmurderingimmigrants
[1] rt

Top Hashtags in Tweet in G4:
[7] stopmurderingimmigrants
[5] bebest
[4] butbarron
[2] trumpcrimefamilymustgo
[2] bebestmyass
[1] trump
[1] flotus
[1] potus
[1] whereisyouroutrage
[1] whereisyourconcern

Top Hashtags in Tweet in G5:
[4] stopmurderingimmigrants
[2] crimesagainsthumanity
[2] thehague

Top Hashtags in Tweet in G6:
[23] smartnews
[2] breaking
[1] closethecamps
[1] trumptaxreturns
[1] trumpcrimesyndicate
[1] trumpcrimefamily
[1] trump
[1] ice
[1] borderpatrol
[1] noticias

Top Hashtags in Tweet in G7:
[1] bebestmyass
[1] impeachmenthearing
[1] bebest
[1] stopmurderingimmigrants
[1] mustread

Top Hashtags in Tweet in G8:
[4] stopmurderingimmigrants

Top Hashtags in Tweet in G9:
[1] stopmurderingimmigrants

Top Hashtags in Tweet in G10:
[1] stopmurderingimmigrants
[1] thursdaythoughts

Top Words
Top Words in Tweet in Entire Graph:
[1513] Words in Sentiment List#1: Positive
[4479] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[73604] Non-categorized Words
[79596] Total Words
[3493] propublica
[2237] border
[2051] patrol
[1569] video
[1500] year

Top Words in Tweet in G1:
[2373] propublica
[1155] border
[1125] video
[1118] obtained
[1097] shows
[1000] patrol
[980] cell
[964] sick
[950] held
[949] medical

Top Words in Tweet in G2:
[911] year
[908] sixth
[908] child
[908] die
[908] less
[907] lizzieohreally
[43] propublica
[22] border
[22] patrol
[22] sick

Top Words in Tweet in G3:
[494] border
[494] patrol
[461] committed
[461] negligent
[461] homicide
[461] again
[461] #stopmurderingimmigrants
[460] davidhogg111
[60] propublica
[33] cell

Top Words in Tweet in G4:
[364] flotus
[323] propublica
[165] minor
[123] old
[116] children
[107] treated
[105] remember
[105] cared
[104] emptywheel
[72] border

Top Words in Tweet in G5:
[331] mollyjongfast
[331] america
[29] propublica
[18] border
[18] patrol
[14] sick
[14] cell
[13] video
[13] obtained
[13] shows

Top Words in Tweet in G6:
[107] border
[104] patrol
[100] cell
[100] sick
[99] 16
[99] year
[98] old
[95] boy
[95] died
[94] inside

Top Words in Tweet in G7:
[164] propublica
[117] bobmoorenews
[116] mrym_jml
[30] video
[27] fahrenthold
[26] border
[22] nickmiroff
[22] patrol
[21] work
[20] held

Top Words in Tweet in G8:
[125] border
[125] patrol
[121] propublica
[121] year
[120] obtained
[120] video
[120] 16
[120] old
[120] shows
[119] documents

Top Words in Tweet in G9:
[60] video
[59] thread
[59] realize
[59] ve
[59] quite
[59] repetitive
[59] today
[59] leave
[59] mind
[59] heart

Top Words in Tweet in G10:
[52] propublica
[46] mckinsey
[40] ice
[23] nytimes
[19] statement
[19] york
[19] times
[19] article
[19] regarding
[19] cbp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2050] border,patrol
[1278] obtained,propublica
[1277] propublica,shows
[1257] shows,border
[1131] video,obtained
[1129] proper,medical
[1127] patrol,held
[1127] sick,teen
[1126] held,sick
[1126] cell,without

Top Word Pairs in Tweet in G1:
[1094] obtained,propublica
[1093] propublica,shows
[999] border,patrol
[954] shows,border
[952] video,obtained
[948] patrol,held
[948] held,sick
[948] sick,teen
[948] cell,without
[948] without,proper

Top Word Pairs in Tweet in G2:
[908] sixth,child
[908] child,die
[908] die,less
[908] less,year
[907] lizzieohreally,sixth
[22] border,patrol
[19] propublica,video
[19] video,obtained
[19] obtained,propublica
[19] propublica,shows

Top Word Pairs in Tweet in G3:
[494] border,patrol
[461] patrol,committed
[461] committed,negligent
[461] negligent,homicide
[461] homicide,again
[461] again,#stopmurderingimmigrants
[460] davidhogg111,border
[30] propublica,video
[30] video,obtained
[30] obtained,propublica

Top Word Pairs in Tweet in G4:
[109] minor,children
[105] old,remember
[105] remember,flotus
[105] flotus,cared
[105] cared,minor
[105] children,treated
[104] emptywheel,old
[71] border,patrol
[57] propublica,flotus
[43] proper,medical

Top Word Pairs in Tweet in G5:
[330] mollyjongfast,america
[18] border,patrol
[13] propublica,video
[13] video,obtained
[13] obtained,propublica
[13] propublica,shows
[13] shows,border
[13] patrol,held
[13] held,sick
[13] sick,teen

Top Word Pairs in Tweet in G6:
[104] border,patrol
[98] 16,year
[98] year,old
[94] inside,cell
[94] cell,sick
[94] sick,16
[94] old,boy
[94] died,border
[93] patrol,care
[92] boy,died

Top Word Pairs in Tweet in G7:
[105] mrym_jml,propublica
[63] bobmoorenews,mrym_jml
[22] border,patrol
[16] video,god
[15] nickmiroff,video
[14] bobmoorenews,fahrenthold
[14] fahrenthold,mrym_jml
[14] great,work
[14] work,propublica
[13] shows,border

Top Word Pairs in Tweet in G8:
[125] border,patrol
[120] 16,year
[120] year,old
[120] shows,border
[119] propublica,obtained
[119] obtained,video
[119] video,documents
[119] documents,16
[119] old,last
[119] last,hours

Top Word Pairs in Tweet in G9:
[59] thread,realize
[59] realize,ve
[59] ve,quite
[59] quite,repetitive
[59] repetitive,today
[59] today,video
[59] video,leave
[59] leave,mind
[59] mind,heart
[59] heart,soul

Top Word Pairs in Tweet in G10:
[19] statement,york
[19] york,times
[19] times,propublica
[19] propublica,article
[19] article,regarding
[19] regarding,ice
[19] ice,cbp
[19] cbp,published
[19] published,december
[19] december,2019

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@flotus
@bobmoorenews
@duffygirl8
@aflores
@mckinsey
@whitehouse
@lhwaldron
@realdonaldtrump
@8usc12

Top Replied-To in G1:
@propublica
@duffygirl8
@aflores
@lhwaldron
@motherjones
@albanodante76
@nanisimo
@juliaritchey
@spytalker
@gilbers12john

Top Replied-To in G4:
@propublica
@flotus
@whitehouse
@realdonaldtrump
@sarah_fondelier
@ericuman
@vp
@theladyaye
@k2thebiza
@jackhutton

Top Replied-To in G5:
@propublica
@andyrichter
@flotus
@mollyjongfast

Top Replied-To in G7:
@bobmoorenews
@propublica
@lillcytweets
@leadahorse2
@anthony79047603
@sleepykane
@meangirls2u
@cuatx
@realjackiel
@aflores

Top Replied-To in G10:
@mckinsey
@pamelacolloff
@anandwrites

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@lizzieohreally
@davidhogg111
@mollyjongfast
@flotus
@lhwaldron
@huffpost
@mrym_jml
@emptywheel
@bobmoorenews

Top Mentioned in G1:
@propublica
@lhwaldron
@albanodante76
@aflores
@frontlinepbs
@dicktofel
@soledadobrien
@jonfavs
@flotus
@lizzieohreally

Top Mentioned in G2:
@lizzieohreally
@propublica
@realdlhughley

Top Mentioned in G3:
@davidhogg111
@propublica
@lizzieohreally
@gonequiet7
@helenprejean
@victorianamkung
@howveronic

Top Mentioned in G4:
@flotus
@propublica
@emptywheel
@denniscoy
@gop
@vp
@realdonaldtrump
@therealbabert
@nancyleegrahn
@lizzieohreally

Top Mentioned in G5:
@mollyjongfast
@propublica
@lizzieohreally
@davidhogg111
@sarah_in_ny
@mayread3

Top Mentioned in G6:
@mujerpescado

Top Mentioned in G7:
@propublica
@mrym_jml
@bobmoorenews
@fahrenthold
@nickmiroff
@millicentsomer
@flotus
@jacobsoboroff
@paolamendoza
@lillcytweets

Top Mentioned in G8:
@huffpost
@davidhogg111
@mollyjongfast
@propublica
@lizzieohreally

Top Mentioned in G9:
@buddjenn
@iwriterealgood
@propublica
@davidhogg111
@christrobbins
@mollyjongfast

Top Mentioned in G10:
@mckinsey
@propublica
@nytimes
@maketheroadact
@i_m_m
@lizzieohreally
@dankennedy_nu
@commoncausema
@fivefreedoms
@nenpa

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jurylady5
@dichristine
@immoralreport
@solutioneer72
@mattmurph24
@ez4u2say_janis
@1denmadrid
@rjber15
@thepoliticalcat

Top Tweeters in G1:
@jurylady5
@mattmurph24
@1denmadrid
@threadreaderapp
@russelltim151
@grandpooba5440
@lisakbromley
@katcapps
@milatrud11
@sueleugers

Top Tweeters in G2:
@manmet80
@sddphoto
@windmillcharger
@ishagshafeeg
@sylviaz1913
@buffaloon
@darrellpmwest
@axxisonmargaret
@margaritateresa
@elyse4design

Top Tweeters in G3:
@greeeneyedwhwom
@sar_oso
@jcr914
@msochubbard
@angelakrebs444
@marykeithbare1
@hester_hen
@arriadna
@gyggy
@deathtocrazy

Top Tweeters in G4:
@rjber15
@billm9
@padakitty
@cindy_52s
@pollsstar
@bethsinniresist
@micjojd
@tadrow
@tinyboo49
@3chicspolitico

Top Tweeters in G5:
@thepoliticalcat
@oufenix
@frecklesxx20
@suekhi
@knittingknots
@wismiss3
@fran_neena20409
@granny_st
@rodneyclaeys
@jailingtrump

Top Tweeters in G6:
@ecointernetdrgb
@davidpsdem
@nobiggovduh
@kennedy81857
@mary_swilling
@kat223
@truthbuster
@bcnn1
@destruction_bay
@angsuman

Top Tweeters in G7:
@missb62
@mjohnso27
@nihaustin
@notacquiescing
@themominatrixx
@fifthhousesun
@1401bonniek
@michcorsilles
@cherkalleck
@5141quid

Top Tweeters in G8:
@huffpost
@stetayen
@kshaw58
@joeandy74611394
@lindyloo515
@ewingdoris
@michaelcozens
@chgonog
@shevistories
@arttalkhawaii

Top Tweeters in G9:
@estarianne
@nartist
@sherispain
@dianaslasso
@kim_zep
@ggagne
@crickettgrrrl
@kayacolor
@kathryn7686
@bleuroux

Top Tweeters in G10:
@phendricks71
@tea_party_chris
@dpmax100
@nytimes
@sweetgreatmom
@laura_lthomp
@freidablancha12
@thewaywithanoa
@rob11563
@ellysiumfields


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