pew research, Twitter, 4/9/2020 3:34:11 AM, 224662
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pew research_2020-04-08_19-01-57.xlsx
pew research_2020-04-08_19-01-57.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2020
Short Description:
pew research via NodeXL https://bit.ly/2UTW8Ex
@realdonaldtrump
@pewtrusts
@larryelder
@msavaarmstrong
@joshc_inla
@cnn
@pewstates
@3montmonty
@facttank
@nytimes

Top hashtags:
#covid19
#coronavirus
#pewmarinefellow
#voteredtosaveamerica
#highseas
#2020census

Description:
Description
The graph represents a network of 5,575 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 April 2020 at 02:03 UTC.

The requested start date was Thursday, 09 April 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, 3-hour, 34-minute period from Thursday, 26 March 2020 at 23:37 UTC to Wednesday, 08 April 2020 at 03:11 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 : 5575
Unique Edges : 6186
Edges With Duplicates : 1048
Total Edges : 7234
Number of Edge Types : 4
MentionsInRetweet : 4291
Tweet : 787
Replies to : 412
Mentions : 1744
Self-Loops : 787
Reciprocated Vertex Pair Ratio : 0.00841325929665152
Reciprocated Edge Ratio : 0.0166861338227933
Connected Components : 756
Single-Vertex Connected Components : 368
Maximum Vertices in a Connected Component : 3248
Maximum Edges in a Connected Component : 4735
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.405624
Graph Density : 0.000192855683257147
Modularity : 0.813957
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 5,575 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 April 2020 at 02:03 UTC.

The requested start date was Thursday, 09 April 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, 3-hour, 34-minute period from Thursday, 26 March 2020 at 23:37 UTC to Wednesday, 08 April 2020 at 03:11 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 : pew research
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:
[339] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/
[49] https://www.usatoday.com/story/news/world/2020/04/06/pew-research-center-canada-mexico-attitudes-to-us-trump/2950126001/
[39] https://github.com/pewresearch/pewmethods
[30] https://www.pewresearch.org/fact-tank/2020/04/03/u-s-latinos-among-hardest-hit-by-pay-cuts-job-losses-due-to-coronavirus/
[30] https://twitter.com/DOITQ_GO17/status/1244719362344390656?s=20
[29] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/23/states-begin-prep-for-mail-in-voting-in-presidential-election?utm_campaign=2020-03-30+SW&utm_medium=email&utm_source=Pew
[28] https://www.pewsocialtrends.org/2020/03/30/most-americans-say-coronavirus-outbreak-has-impacted-their-lives/
[27] https://www.pewtrusts.org/research-and-analysis/reports/2020/03/a-path-to-creating-the-first-generation-of-high-seas-protected-areas
[19] https://www.journalism.org/2020/04/01/cable-tv-and-covid-19-how-americans-perceive-the-outbreak-and-view-media-coverage-differ-by-main-news-source/
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/03/27/why-hasnt-the-number-of-people-in-us-jails-dropped

Top URLs in Tweet in G1:
[20] https://www.pewtrusts.org/research-and-analysis/reports/2020/03/a-path-to-creating-the-first-generation-of-high-seas-protected-areas
[14] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/03/a-path-to-creating-the-first-generation-of-high-seas-protected-areas
[11] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/03/27/why-hasnt-the-number-of-people-in-us-jails-dropped
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/03/25/2020-pew-marine-fellows-to-work-on-shark-protection-aquaculture-and-more?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=2020_class_announcement&utm_term=2020class
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/03/25/2020-pew-marine-fellows-to-work-on-shark-protection-aquaculture-and-more?utm_campaign=environment&utm_source=earned&utm_medium=social&utm_content=2020_class_announcement&utm_term=2020class
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/04/06/some-shelters-shutter-to-protect-homeless-staff
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/30/mayors-to-governors-toughen-up
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/04/02/when-will-the-impact-of-coronavirus-hit-state-budgets
[6] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/04/philadelphia-2020-state-of-the-city
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/04/07/pockets-of-rural-america-are-less-vulnerable-to-economic-fallout-for-now

Top URLs in Tweet in G2:
[33] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/
[22] https://www.usatoday.com/story/news/world/2020/04/06/pew-research-center-canada-mexico-attitudes-to-us-trump/2950126001/
[15] https://www.pewsocialtrends.org/2020/03/30/most-americans-say-coronavirus-outbreak-has-impacted-their-lives/
[12] https://www.journalism.org/2020/04/01/cable-tv-and-covid-19-how-americans-perceive-the-outbreak-and-view-media-coverage-differ-by-main-news-source/
[8] https://www.pewresearch.org/2019/12/11/how-pew-research-center-is-approaching-the-2020-election/
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/23/states-begin-prep-for-mail-in-voting-in-presidential-election
[5] https://www.people-press.org/2020/03/26/worries-about-coronavirus-surge-as-most-americans-expect-a-recession-or-worse/
[5] https://www.pewresearch.org/fact-tank/2020/04/01/more-than-nine-in-ten-people-worldwide-live-in-countries-with-travel-restrictions-amid-covid-19/
[5] https://www.pewresearch.org/fact-tank/2020/04/02/8-charts-on-internet-use-around-the-world-as-countries-grapple-with-covid-19/
[5] https://www.pewresearch.org/fact-tank/2020/04/03/u-s-latinos-among-hardest-hit-by-pay-cuts-job-losses-due-to-coronavirus/

Top URLs in Tweet in G3:
[3] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/

Top URLs in Tweet in G4:
[1] https://trib.al/EpPwdZf
[1] https://trib.al/cVEMBHU
[1] https://www.rappler.com/technology/news/256902-pew-internet-use-report-philippines-march-2020?utm_medium=Social&utm_source=Twitter#Echobox=1585901232
[1] https://www.pewresearch.org/fact-tank/2020/03/30/qanons-conspiracy-theories-have-seeped-into-u-s-politics-but-most-dont-know-what-it-is/

Top URLs in Tweet in G5:
[1] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/

Top URLs in Tweet in G6:
[39] https://github.com/pewresearch/pewmethods
[30] https://twitter.com/DOITQ_GO17/status/1244719362344390656?s=20
[4] https://medium.com/pew-research-center-decoded/introducing-pewmethods-an-r-package-for-working-with-survey-data-97601a250a46
[4] https://www.usatoday.com/story/news/world/2020/04/06/pew-research-center-canada-mexico-attitudes-to-us-trump/2950126001/
[3] https://medium.com/p/exploring-the-link-between-european-political-parties-ideology-and-their-popularity-on-twitter-1db4767cb8e3?_branch_match_id=771707143527714994&utm_content=buffer9bdd3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pewresearch.org/fact-tank/2020/03/23/use-our-global-indicators-database-to-analyze-international-public-opinion/
[1] https://medium.com/pew-research-center-decoded/the-class-size-paradox-how-individual-and-group-level-perspectives-differ-and-why-it-matters-b62071f4e909
[1] https://medium.com/pew-research-center-decoded/exploring-survey-data-with-the-pewmethods-r-package-198c4eb9d1af
[1] https://medium.com/pew-research-center-decoded/weighting-survey-data-with-the-pewmethods-r-package-d040afb0d2c2
[1] http://www.pewresearch.org/methods/2019/02/27/growing-and-improving-pew-research-centers-american-trends-panel/

Top URLs in Tweet in G7:
[21] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/
[5] https://www.usatoday.com/story/news/world/2020/04/06/pew-research-center-canada-mexico-attitudes-to-us-trump/2950126001/
[2] https://www.independent.co.uk/news/world/americas/us-politics/trump-approval-rating-europe-polls-white-house-oval-office-border-wall-a8708746.html
[1] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[1] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/
[1] https://www.journalism.org/2020/04/01/cable-tv-and-covid-19-how-americans-perceive-the-outbreak-and-view-media-coverage-differ-by-main-news-source/
[1] https://www.independent.co.uk/news/world/americas/us-politics/fox-news-coronavirus-misinformation-murdoch-letter-public-health-danger-a9443951.html
[1] https://www.pewresearch.org/fact-tank/2020/01/29/saudi-arabias-mohammed-bin-salman-garners-little-trust-from-people-in-the-region-and-the-u-s/
[1] https://time.com/5422644/trump-white-women-2016/?amp=true

Top URLs in Tweet in G8:
[7] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/

Top URLs in Tweet in G9:
[1] https://www.pewforum.org/2019/10/17/in-u-s-decline-of-christianity-continues-at-rapid-pace/
[1] https://www.bbc.com/news/magazine-24864587
[1] https://en.wikipedia.org/wiki/Level_of_support_for_evolution#Scientific

Top URLs in Tweet in G10:
[118] https://www.breitbart.com/politics/2020/03/26/pew-research-95-percent-of-americans-say-trumps-travel-bans-necessary-to-stop-coronavirus/
[9] https://www.pewsocialtrends.org/2012/05/17/explaining-why-minority-births-now-outnumber-white-births/

Top Domains
Top Domains in Tweet in Entire Graph:
[519] pewtrusts.org
[344] breitbart.com
[176] pewresearch.org
[80] twitter.com
[61] usatoday.com
[50] pewsocialtrends.org
[39] github.com
[32] journalism.org
[25] people-press.org
[18] cnn.com

Top Domains in Tweet in G1:
[303] pewtrusts.org
[5] t.co
[2] bit.ly
[2] ac.uk
[2] theguardian.com
[2] twitter.com
[1] thenarwhal.ca
[1] icims.com
[1] daybook.com

Top Domains in Tweet in G2:
[81] pewresearch.org
[41] pewtrusts.org
[34] breitbart.com
[28] usatoday.com
[25] pewsocialtrends.org
[22] twitter.com
[21] journalism.org
[14] people-press.org
[7] cnn.com
[6] google.com

Top Domains in Tweet in G3:
[3] breitbart.com

Top Domains in Tweet in G4:
[2] trib.al
[1] rappler.com
[1] pewresearch.org

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

Top Domains in Tweet in G6:
[39] github.com
[32] twitter.com
[15] medium.com
[13] pewresearch.org
[4] usatoday.com
[1] pewsocialtrends.org
[1] pewforum.org
[1] org.uk
[1] buff.ly
[1] journalism.org

Top Domains in Tweet in G7:
[21] breitbart.com
[6] usatoday.com
[3] co.uk
[1] investors.com
[1] journalism.org
[1] pewresearch.org
[1] time.com

Top Domains in Tweet in G8:
[7] breitbart.com

Top Domains in Tweet in G9:
[1] pewforum.org
[1] bbc.com
[1] wikipedia.org

Top Domains in Tweet in G10:
[118] breitbart.com
[9] pewsocialtrends.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[196] covid19
[166] coronavirus
[46] pewmarinefellow
[44] voteredtosaveamerica
[33] highseas
[25] 2020census
[19] censusday
[19] ocean
[18] boreal
[18] opioid



Top Hashtags in Tweet in G1:
[80] covid19
[45] pewmarinefellow
[33] highseas
[25] coronavirus
[19] ocean
[17] boreal
[16] bbnj
[16] opioid
[14] oneoceanoneplanet
[11] philadelphia

Top Hashtags in Tweet in G2:
[18] coronavirus
[10] covid19
[8] news
[3] ricothedems
[3] arrestthemallnow
[3] impeachobamasjudges
[3] feedly
[3] ados
[3] metoovoter
[2] americans

Top Hashtags in Tweet in G3:
[1] coronavirusoubreak

Top Hashtags in Tweet in G4:
[1] ados

Top Hashtags in Tweet in G6:
[6] rstats
[5] censusday2020
[4] re
[4] reteacher
[4] teamre
[4] researchforre
[2] coronavirus
[2] ggplot2
[2] teasertuesday
[1] jobequitycovid

Top Hashtags in Tweet in G7:
[1] trumpeffect
[1] trumpworstpotusever
[1] covid19
[1] covid2019
[1] thankfulthursday
[1] chinesevirus19
[1] quarantine
[1] covid
[1] wuhancoronovirus
[1] selectivememory

Top Hashtags in Tweet in G8:
[2] coronavirus
[1] biden2020
[1] maga
[1] millennials
[1] uniteblue
[1] democrats

Top Hashtags in Tweet in G9:
[1] christianity

Top Words
Top Words in Tweet in Entire Graph:
[2171] Words in Sentiment List#1: Positive
[2498] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[113645] Non-categorized Words
[118314] Total Words
[2897] pew
[2368] research
[1627] americans
[1497] travel
[1280] coronavirus

Top Words in Tweet in G1:
[205] pewtrusts
[139] pewenvironment
[121] high
[105] protected
[104] marine
[103] pew
[102] areas
[97] report
[96] seas
[92] 2020

Top Words in Tweet in G2:
[384] pew
[352] research
[214] center
[124] americans
[107] coronavirus
[78] '
[59] trump
[58] 19
[57] covid
[54] news

Top Words in Tweet in G3:
[344] travel
[221] americans
[207] trump
[207] bans
[207] racist
[206] wow
[206] united
[206] one
[206] libnuts
[206] criticized

Top Words in Tweet in G4:
[243] cnn
[240] people
[188] billion
[188] 93
[188] world's
[188] population
[188] live
[188] countries
[188] travel
[188] restrictions

Top Words in Tweet in G5:
[518] immigration
[518] usa
[262] pew
[261] research
[261] million
[259] 2015
[259] modern
[259] wave
[259] brings
[259] 15

Top Words in Tweet in G6:
[140] research
[138] pew
[128] pewresearch
[102] package
[93] center
[86] survey
[76] data
[60] facttank
[57] researchers
[57] use

Top Words in Tweet in G7:
[126] pew
[120] research
[93] travel
[90] americans
[89] 95
[86] bans
[83] coronavirus
[81] realdonaldtrump
[79] stop
[67] necessary

Top Words in Tweet in G8:
[171] travel
[170] bans
[167] pew
[167] 95
[167] americans
[167] trump
[167] stop
[167] coronavirus
[166] research
[166] percent

Top Words in Tweet in G9:
[6] pew
[6] research
[3] kitemanargues
[3] thegod_particle
[3] slsstudios
[3] hazypeter
[3] malo_j
[3] rjmx
[3] canna420uk
[3] catheri77148739

Top Words in Tweet in G10:
[156] pew
[154] americans
[139] research
[124] 95
[122] percent
[122] travel
[122] bans
[122] stop
[122] coronavirus
[118] trump

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2243] pew,research
[996] travel,bans
[668] stop,coronavirus
[640] research,center
[615] bans,necessary
[615] necessary,stop
[574] research,95
[494] percent,americans
[493] trump,travel
[491] 95,percent

Top Word Pairs in Tweet in G1:
[96] high,seas
[48] protected,areas
[40] scientists,countries
[40] countries,goal
[40] goal,find
[40] find,solutions
[40] greatest,challenges
[40] challenges,introducing
[40] introducing,2020
[33] pew,report

Top Word Pairs in Tweet in G2:
[327] pew,research
[214] research,center
[57] covid,19
[29] according,pew
[29] one,word
[28] travel,bans
[28] stop,coronavirus
[28] pew,charitable
[28] charitable,trusts
[26] ','chaos

Top Word Pairs in Tweet in G3:
[207] travel,bans
[206] wow,americans
[206] americans,united
[206] united,one
[206] one,libnuts
[206] libnuts,criticized
[206] criticized,trump
[206] trump,early
[206] early,travel
[206] bans,calling

Top Word Pairs in Tweet in G4:
[188] billion,people
[188] people,93
[188] 93,world's
[188] world's,population
[188] population,live
[188] live,countries
[188] countries,travel
[188] travel,restrictions
[188] restrictions,novel
[188] novel,coronavirus

Top Word Pairs in Tweet in G5:
[261] pew,research
[259] research,2015
[259] 2015,modern
[259] modern,immigration
[259] immigration,wave
[259] wave,brings
[259] brings,15
[259] 15,million
[259] million,usa
[259] usa,1921

Top Word Pairs in Tweet in G6:
[131] pew,research
[92] research,center
[68] survey,data
[51] released,package
[45] center,pewresearch
[43] pewmethods,package
[41] analyze,survey
[39] pewresearch,released
[39] package,use
[39] use,analyze

Top Word Pairs in Tweet in G7:
[113] pew,research
[86] travel,bans
[79] stop,coronavirus
[77] 95,americans
[76] research,95
[66] bans,necessary
[66] necessary,stop
[54] coronavirus,joebiden
[53] jetrotter,pew
[49] realdonaldtrump,travel

Top Word Pairs in Tweet in G8:
[170] travel,bans
[167] stop,coronavirus
[166] pew,research
[166] research,95
[166] 95,percent
[166] percent,americans
[166] trump,travel
[163] americans,trump
[163] bans,necessary
[163] necessary,stop

Top Word Pairs in Tweet in G9:
[6] pew,research
[2] rjmx,wordsmakeflesh
[2] cipherequality,andrewrchapman
[2] andrewrchapman,catheri77148739
[2] catheri77148739,haircutspock
[2] mikecannytalk,darkcloset911
[2] darkcloset911,misty4630
[2] misty4630,pdferguson
[2] unlockthedoor77,mrstardust1969

Top Word Pairs in Tweet in G10:
[139] pew,research
[122] research,95
[122] 95,percent
[122] percent,americans
[122] travel,bans
[122] stop,coronavirus
[118] americans,trump
[118] trump,travel
[118] bans,necessary
[118] necessary,stop

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@vishusi01332320
@the_warhead
@2297hammad
@texan_505
@drbfg
@sarahvia6
@vincentcrypt46
@facttank
@erythree_

Top Replied-To in G1:
@politico

Top Replied-To in G4:
@real3019
@tonetalks
@thirdpentateuch
@channelzer0e
@stormisuponus
@cnn

Top Replied-To in G5:
@msavaarmstrong
@ryherdphyllis

Top Replied-To in G6:
@facttank
@pewresearch
@juliansrum
@frankdracmanjr
@inevitable_et
@pewreligion

Top Replied-To in G7:
@realdonaldtrump
@alyssa_milano
@hillaryclinton
@robinlshirley1
@ananavarro
@joebiden
@eddefy22
@flamingsword324
@whitehouse
@agard_agency

Top Replied-To in G9:
@phoenix_lilith
@freewillburnya
@megavolt1
@thegod_particle
@thinkytexan
@stbenedict18

Top Replied-To in G10:
@thedotp
@tunmire
@nature_and_race
@mageholly
@markdice
@millerstream
@cherylpackard1
@tnendzone
@elgoatofgoats

Top Mentioned
Top Mentioned in Entire Graph:
@msavaarmstrong
@cnn
@pewtrusts
@ttocs35
@larryelder
@ruffedge
@iminhisbook
@pewenvironment
@pewresearch
@jxhnbinder

Top Mentioned in G1:
@pewtrusts
@pewenvironment
@pewhealth
@rff
@lizkaran
@highseasallianc
@max_bello_m
@peweurope
@bethconnolly20
@frankyiannasfda

Top Mentioned in G2:

Top Mentioned in G3:
@ttocs35
@iminhisbook
@ruffedge
@msavaarmstrong
@jxhnbinder

Top Mentioned in G4:
@cnn
@vanjones68
@tonetalks
@ideas_radial
@real3019
@rapplerdotcom
@isameluis

Top Mentioned in G5:
@msavaarmstrong
@samjbiii
@ttocs35

Top Mentioned in G6:
@pewresearch
@facttank
@revodavid
@juliansrum
@doitq_go17
@charlieboy_ron
@pewmethods
@instagram
@kevinogradyre1
@khjelmgaard

Top Mentioned in G7:
@realdonaldtrump
@jetrotter
@joebiden
@barackobama
@alyssa_milano
@scottfordtvguy
@msavaarmstrong
@googlenews
@aliciafixluke

Top Mentioned in G8:
@larryelder
@mhdude1mhdude1
@actlightning
@joebiden
@iminhisbook

Top Mentioned in G9:
@kitemanargues
@slsstudios
@hazypeter
@malo_j
@rjmx
@canna420uk
@catheri77148739
@haircutspock
@ingridingwah
@mirandadied4u

Top Mentioned in G10:
@jxhnbinder
@ryangirdusky
@reald
@mbaram
@larryelder
@tnendzone
@federalist_10
@davidandtonya03
@jarredprovich
@msavaarmstrong

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@sumariumcom
@pairsonnalites
@robinsnewswire
@jurylady5
@jim_peoples_
@commonpatriot
@solutioneer72
@mattmurph24
@raybae689

Top Tweeters in G1:
@jurylady5
@dgendvil
@astraea_styx
@de_plazza
@janiecestaton
@angels_xr
@charluv2011
@eloycam2012
@oldsalz
@genghisgalahad2

Top Tweeters in G2:
@the_news_diva
@pairsonnalites
@robinsnewswire
@babysgramma
@andyvermaut
@analyticaglobal
@sweetfreedom29
@drpatfarrell
@edourdoo
@kegan05

Top Tweeters in G3:
@susaniverach
@craybo23
@realtt2020
@janettxblessed
@vivianmtl
@meedgeknowsbest
@dunbdav
@ptsd1471
@donnam8470donna
@saucy3george

Top Tweeters in G4:
@talkintou
@rapplerdotcom
@slimchick1900
@dsochoa
@ikateufel
@njmike731
@cnn
@geoffypjohnston
@guru9899
@brujomentiroso

Top Tweeters in G5:
@jim_peoples_
@msavaarmstrong
@tammywalt61
@vetapologist
@jimdwrench
@dsdr2011
@rafat777
@aliatra1968
@beank511
@jeanneloberg

Top Tweeters in G6:
@npsusa
@gadflyquebec
@wagjuer
@leslieau7
@dcarsoncpa
@rwaynefischer1
@maryjan62216031
@lindawarriorgal
@rstatstweet
@milove131

Top Tweeters in G7:
@yojudenz
@jetrotter
@brandonjlandry
@rhonda_harbison
@lindasuhler
@ophidianpilot
@nanaoxford
@steph93065
@sxdoc
@stupidboomers

Top Tweeters in G8:
@freedomconnect_
@patriciaahenso1
@kellydetoni
@dialmond
@ascending2him
@tcarmistead
@bossycowgurl84
@308vcsiw7brbyv9
@jazzymsc
@lovemypresiden4

Top Tweeters in G9:
@cipherequality
@michellmybell1
@____roar____
@rjdownard
@catheri77148739
@thegod_particle
@mikecannytalk
@scientiapercept
@mirandadied4u
@nosciencedenial

Top Tweeters in G10:
@soniaerasmus
@starcoreone02
@inabsentia9
@noncontacthogg
@helloteamtrump
@casey2513
@troubleddays
@dianafry18
@yoakumgirl923
@mtrushmore2016


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