pew research, Twitter, 2/7/2020 7:23:01 PM, 220672
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pew research_2020-02-07_10-14-15.xlsx
pew research_2020-02-07_10-14-15.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2020
Short Description:
pew research via NodeXL http://bit.ly/31xBhZp
@pewtrusts
@therickwilson
@ppollingnumbers
@arthur59611540
@spectatorindex
@davisx3m
@realdonaldtrump
@willmurphy_bcms
@mary_swilling
@pewstates

Top hashtags:
#sotu
#holocaustremembranceday
#antibiotics
#antisemitismus

Description:
Description
The graph represents a network of 5,495 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 Friday, 07 February 2020 at 18:25 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 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 9-day, 19-hour, 20-minute period from Monday, 27 January 2020 at 04:10 UTC to Wednesday, 05 February 2020 at 23:31 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 : 5495
Unique Edges : 5617
Edges With Duplicates : 1484
Total Edges : 7101
Number of Edge Types : 4
MentionsInRetweet : 3869
Tweet : 796
Mentions : 1890
Replies to : 546
Self-Loops : 796
Reciprocated Vertex Pair Ratio : 0.0155613190070396
Reciprocated Edge Ratio : 0.0306457497263772
Connected Components : 812
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 2686
Maximum Edges in a Connected Component : 3975
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.44392
Graph Density : 0.000181586132675799
Modularity : 0.756125
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,495 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 Friday, 07 February 2020 at 18:25 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 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 9-day, 19-hour, 20-minute period from Monday, 27 January 2020 at 04:10 UTC to Wednesday, 05 February 2020 at 23:31 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:
[553] https://www.pewresearch.org/fact-tank/2020/02/03/democrats-on-twitter-more-liberal-less-focused-on-compromise-than-those-not-on-the-platform/
[67] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/31/rural-americas-health-crisis-seizes-states-attention
[43] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/28/the-surprising-reasons-vaping-bans-draw-pushback
[26] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/27/200-years-after-antarcticas-discovery-its-time-for-stronger-marine-conservation
[26] https://www.theguardian.com/world/2020/jan/22/holocaust-survey-americans-pew-research-center
[24] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/27/for-2020-election-states-debate-whos-allowed-to-vote
[23] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/29/as-states-prepare-for-disasters-they-acknowledge-things-will-get-worse
[22] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/01/blm-ignores-own-findings-in-proposed-management-plans
[16] https://pew.org/395km2I
[16] https://www.theguardian.com/world/2020/jan/22/holocaust-survey-americans-pew-research-center?CMP=share_btn_tw

Top URLs in Tweet in G1:
[43] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/28/the-surprising-reasons-vaping-bans-draw-pushback
[39] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/31/rural-americas-health-crisis-seizes-states-attention
[24] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/27/200-years-after-antarcticas-discovery-its-time-for-stronger-marine-conservation
[23] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/29/as-states-prepare-for-disasters-they-acknowledge-things-will-get-worse
[23] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/27/for-2020-election-states-debate-whos-allowed-to-vote
[20] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/01/blm-ignores-own-findings-in-proposed-management-plans
[16] https://pew.org/395km2I
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/30/more-states-see-zoning-as-lever-to-lower-housing-costs
[13] https://pew.org/2GFTWsb
[13] https://pew.org/37JYFoE

Top URLs in Tweet in G2:
[522] https://www.pewresearch.org/fact-tank/2020/02/03/democrats-on-twitter-more-liberal-less-focused-on-compromise-than-those-not-on-the-platform/
[2] http://nymag.com/intelligencer/2019/05/pew-research-gen-z-millennials-turnout-2018-2020-boomers.html
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/01/blm-ignores-own-findings-in-proposed-management-plans

Top URLs in Tweet in G3:
[1] https://twitter.com/amisij/status/1223105893069246464

Top URLs in Tweet in G4:
[12] https://www.pewresearch.org/fact-tank/2020/02/03/democrats-on-twitter-more-liberal-less-focused-on-compromise-than-those-not-on-the-platform/
[11] https://www.pewresearch.org/2019/12/11/how-pew-research-center-is-approaching-the-2020-election/
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/31/rural-americas-health-crisis-seizes-states-attention
[7] https://www.journalism.org/2020/01/24/u-s-media-polarization-and-the-2020-election-a-nation-divided/
[6] https://www.pewresearch.org/fact-tank/2019/05/29/gen-z-millennials-and-gen-x-outvoted-older-generations-in-2018-midterms/
[5] https://www.theguardian.com/world/2020/jan/22/holocaust-survey-americans-pew-research-center
[5] https://www.journalism.org/2020/01/29/an-oasis-of-bipartisanship-republicans-and-democrats-distrust-social-media-sites-for-political-and-election-news/
[4] https://www.deseret.com/indepth/2020/1/26/21075699/holocaust-jews-jewish-anti-semitism-pew-research
[4] https://www.people-press.org/2020/01/30/as-voting-begins-democrats-are-upbeat-about-the-2020-field-divided-in-their-preferences/
[4] https://www.pewresearch.org/fact-tank/2020/01/31/where-latinos-have-the-most-eligible-voters-in-the-2020-election/

Top URLs in Tweet in G5:
[11] https://www.foxnews.com/politics/questions-loom-over-the-future-of-refugee-programs-after-federal-judge-blocks-trump-order
[3] https://hotair.com/archives/john-s-2/2020/02/03/pew-research-dems-twitter-liberal-less-interested-compromise-republicans/?utm_source=Twitter&utm_medium=social&utm_term=pew-research-dems-twitter-liberal-less-interested-compromise-republicans&utm_content=0&utm_campaign=PostPromoterPro
[1] https://hotair.com/archives/john-s-2/2020/02/03/pew-research-dems-twitter-liberal-less-interested-compromise-republicans/
[1] http://hotair.com/archives/john-s-2/2020/02/03/pew-research-dems-twitter-liberal-less-interested-compromise-republicans

Top URLs in Tweet in G6:
[6] https://m.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[4] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/
[2] https://www.npr.org/2018/06/24/619659609/political-counterculture-young-republicans-hold-unique-space-in-the-trump-era
[1] https://www.pewresearch.org/fact-tank/2017/04/04/what-does-the-federal-government-spend-your-tax-dollars-on-social-insurance-programs-mostly/
[1] https://www.pewresearch.org/fact-tank/2020/02/03/democrats-on-twitter-more-liberal-less-focused-on-compromise-than-those-not-on-the-platform/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/12/19/poverty-grew-in-one-third-of-counties-despite-strong-national-economy?amp=1
[1] https://www.pewresearch.org/internet/2017/11/29/public-comments-to-the-federal-communications-commission-about-net-neutrality-contain-many-inaccuracies-and-duplicates/
[1] https://globalnews.ca/news/4510841/donald-trump-canada-survey-pew-research-center/
[1] https://www.pewresearch.org/fact-tank/2016/11/09/behind-trumps-victory-divisions-by-race-gender-education/
[1] https://amp.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/

Top URLs in Tweet in G7:
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/27/200-years-after-antarcticas-discovery-its-time-for-stronger-marine-conservation
[1] https://twitter.com/PpollingNumbers/status/1222905385650216960
[1] https://www.redstate.com/jeffc/2020/01/21/pew-research-poll-majority-of-black-voters-identify-as-%E2%80%98moderate%E2%80%99-or-%E2%80%98conservative%E2%80%99/
[1] https://www.people-press.org/2020/01/30/the-democratic-nomination-contest/

Top URLs in Tweet in G8:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/28/cystic-fibrosis-patient-asks-for-increased-efforts-around-antibiotic-resistance
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/16/antibiotic-sales-for-animal-agriculture-increase-again-after-a-two-year-decline?utm_campaign=health&utm_source=twitter&utm_medium=social&utm_content=abx_sales_increase
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/11/21/venture-capitalists-turn-to-science-in-search-for-next-great-investment
[3] https://pew.org/2GCwAUj
[3] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2019/12/outpatient-antibiotic-prescribing-varied-across-the-united-states-in-2017?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/28/cystic-fibrosis-patient-asks-for-increased-efforts-around-antibiotic-resistance?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/17/one-health-systems-approach-to-tackling-antibiotic-resistance?utm_campaign=health&utm_source=twitter&utm_medium=social&utm_content=intermountain_qa
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/03/medical-groups-ask-medicare-to-encourage-safety-in-use-of-health-record-systems
[2] https://pew.org/2ObiNs2
[2] https://pew.org/2U8rQ0C

Top URLs in Tweet in G9:
[1] https://www.theguardian.com/uk-news/2016/apr/11/british-muslims-strong-sense-of-belonging-poll-homosexuality-sharia-law
[1] https://www.pewresearch.org/fact-tank/2017/12/04/europes-muslim-population-will-continue-to-grow-but-how-much-depends-on-migration/
[1] https://twitter.com/DailyMailUK/status/1224822328552574982
[1] https://twitter.com/PickledMsgnr/status/1221793914329296896
[1] https://twitter.com/PickledMsgnr/status/1222144577663975424

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/fact-tank/2019/06/17/key-findings-about-u-s-immigrants/
[1] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/

Top Domains
Top Domains in Tweet in Entire Graph:
[744] pewresearch.org
[552] pewtrusts.org
[248] pew.org
[48] theguardian.com
[47] twitter.com
[25] journalism.org
[24] pewforum.org
[24] washingtontimes.com
[22] people-press.org
[19] t.co

Top Domains in Tweet in G1:
[403] pewtrusts.org
[229] pew.org
[19] t.co
[5] twitter.com
[1] shr.lc
[1] ow.ly
[1] pewresearch.org
[1] govonestop.com
[1] shareaholic.com

Top Domains in Tweet in G2:
[522] pewresearch.org
[2] nymag.com
[1] pewtrusts.org

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[77] pewresearch.org
[28] pewtrusts.org
[19] twitter.com
[16] journalism.org
[12] theguardian.com
[12] people-press.org
[9] pewsocialtrends.org
[8] buff.ly
[7] pewforum.org
[6] deseret.com

Top Domains in Tweet in G5:
[11] foxnews.com
[5] hotair.com

Top Domains in Tweet in G6:
[7] washingtontimes.com
[5] pewresearch.org
[4] usatoday.com
[2] npr.org
[1] pewtrusts.org
[1] globalnews.ca

Top Domains in Tweet in G7:
[2] pewtrusts.org
[1] twitter.com
[1] redstate.com
[1] people-press.org

Top Domains in Tweet in G8:
[44] pewtrusts.org
[15] pew.org
[1] psu.edu

Top Domains in Tweet in G9:
[3] twitter.com
[1] theguardian.com
[1] pewresearch.org

Top Domains in Tweet in G10:
[1] pewresearch.org
[1] washingtontimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[222] sotu
[42] holocaustremembranceday
[35] antibiotics
[26] antisemitismus
[22] middleclass
[22] antibiotic
[21] employeeownership
[20] inequality
[17] antarctica
[14] weremember



Top Hashtags in Tweet in G1:
[209] sotu
[12] worldwetlandsday
[12] antarctica
[9] philadelphia
[6] antibiotics
[6] highered
[5] antibioticresistance
[5] medicaid
[5] stateoftheunion
[5] publiclands

Top Hashtags in Tweet in G2:
[1] sotu

Top Hashtags in Tweet in G4:
[4] news
[4] smartnews
[3] politics
[3] viatec
[3] election2020
[3] communistconnecticut
[2] holocaustremembranceday
[2] democrats
[2] jews
[2] americans

Top Hashtags in Tweet in G5:
[1] maga
[1] trump
[1] nra
[1] flleg
[1] ksleg
[1] valeg
[1] ncleg
[1] mileg
[1] vtleg
[1] nyleg

Top Hashtags in Tweet in G6:
[8] letboltonsing
[3] impeachmenttrial
[2] rnchack
[1] dotheresearch
[1] delusionalfcukwit

Top Hashtags in Tweet in G7:
[1] democrats
[1] usa

Top Hashtags in Tweet in G8:
[29] antibiotics
[20] antibiotic
[10] sotu
[6] healthit
[6] antibioticresistance
[6] worldcancerday
[5] onc2020
[4] cancer
[4] superbug
[3] antibioticstewardship

Top Words
Top Words in Tweet in Entire Graph:
[2592] Words in Sentiment List#1: Positive
[2215] Words in Sentiment List#2: Negative
[19] Words in Sentiment List#3: Angry/Violent
[111397] Non-categorized Words
[116204] Total Words
[3008] pew
[2852] research
[1174] center
[1077] ø
[902] more

Top Words in Tweet in G1:
[696] pewtrusts
[359] states
[199] #sotu
[191] state
[145] pewenvironment
[139] pewstates
[107] more
[106] marine
[104] one
[104] years

Top Words in Tweet in G2:
[529] research
[528] pew
[526] therickwilson
[523] center
[522] democrats
[522] twitter
[522] more
[522] liberal
[522] those
[522] platform

Top Words in Tweet in G3:
[430] 73
[426] spectatorindex
[416] pew
[416] research
[414] poll
[413] americans
[413] believe
[413] jesus
[413] born
[413] virgin

Top Words in Tweet in G4:
[372] pew
[350] research
[211] center
[145] ø
[95] ù
[68] more
[67] according
[59] americans
[44] democrats
[42] 2020

Top Words in Tweet in G5:
[454] usa
[444] immigration
[233] pew
[232] research
[222] 2015
[222] modern
[222] wave
[222] brings
[222] 15
[222] million

Top Words in Tweet in G6:
[51] pew
[49] research
[38] realdonaldtrump
[23] trump
[16] john
[15] americans
[11] republicans
[10] center
[10] gop
[9] vote

Top Words in Tweet in G7:
[117] biden
[117] sanders
[116] 26
[116] 21
[116] warren
[116] 16
[116] buttigieg
[104] pew
[104] research
[99] poll

Top Words in Tweet in G8:
[57] patient
[57] g17esiason
[55] antibiotic
[51] cystic
[49] pew
[48] fibrosis
[48] pewhealth
[41] increased
[39] resistance
[36] asks

Top Words in Tweet in G9:
[17] pew
[16] research
[9] muslims
[8] countries
[8] majority
[6] view
[5] aprilligeia
[5] th1rt3en_tm
[5] hlebwohl
[5] nosciencedenial

Top Words in Tweet in G10:
[4] pew
[4] research
[3] alyssa_milano
[3] opinions
[2] serious
[2] johnpavlovitz
[2] tedcruz
[2] sites

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2746] pew,research
[1167] research,center
[576] more,liberal
[574] twitter,more
[558] democrats,twitter
[556] those,platform
[553] platform,pew
[551] liberal,those
[536] therickwilson,democrats
[438] poll,americans

Top Word Pairs in Tweet in G1:
[42] part,state
[41] 50,years
[40] vaping,bans
[40] pewstates,states
[38] housing,affordability
[37] states,doing
[37] doing,address
[37] address,housing
[37] affordability,squinton_states
[37] squinton_states,digs

Top Word Pairs in Tweet in G2:
[526] pew,research
[523] research,center
[522] democrats,twitter
[522] twitter,more
[522] more,liberal
[522] liberal,those
[522] those,platform
[522] platform,pew
[521] therickwilson,democrats
[2] waltshaub,register

Top Word Pairs in Tweet in G3:
[416] pew,research
[413] poll,americans
[413] americans,believe
[413] believe,jesus
[413] jesus,born
[413] born,virgin
[413] virgin,2014
[413] 2014,73
[413] 73,2017
[413] 2017,66

Top Word Pairs in Tweet in G4:
[330] pew,research
[210] research,center
[60] ø,ù
[59] ù,ø
[56] ø,ø
[55] according,pew
[26] pew,charitable
[26] charitable,trusts
[26] 2020,election
[20] ù,ù

Top Word Pairs in Tweet in G5:
[232] pew,research
[222] research,2015
[222] 2015,modern
[222] modern,immigration
[222] immigration,wave
[222] wave,brings
[222] brings,15
[222] 15,million
[222] million,usa
[222] usa,1921

Top Word Pairs in Tweet in G6:
[47] pew,research
[10] research,center
[8] #letboltonsing,chief
[8] chief,justice
[8] justice,john
[8] john,roberts
[8] roberts,republicans
[8] republicans,john
[8] john,bolton
[8] bolton,sing

Top Word Pairs in Tweet in G7:
[116] biden,26
[116] 26,sanders
[116] sanders,21
[116] 21,warren
[116] warren,16
[116] 16,buttigieg
[104] pew,research
[98] research,poll
[97] national,pew
[97] poll,change

Top Word Pairs in Tweet in G8:
[48] cystic,fibrosis
[47] fibrosis,patient
[36] patient,asks
[36] asks,increased
[36] increased,efforts
[36] efforts,around
[36] around,antibiotic
[36] antibiotic,resistance
[36] resistance,pew
[36] pew,charitable

Top Word Pairs in Tweet in G9:
[16] pew,research
[4] brad_feinman,queertestimony
[4] queertestimony,wisemanryder
[4] wisemanryder,enterosoft
[4] enterosoft,artisticdream79
[4] artisticdream79,catheri77148739
[4] quendonian,lord_godis
[4] nosciencedenial,polarvan
[4] polarvan,unofficialmine
[4] unofficialmine,shaunhamer2

Top Word Pairs in Tweet in G10:
[4] pew,research

Top Replied-To
Top Replied-To in Entire Graph:
@pewtrusts
@therickwilson
@gop
@realdonaldtrump
@thehill
@pot_pizza_pinot
@_bunnybrowneyes
@sofijastanding
@itsafrogslife
@laurapayne1974

Top Replied-To in G1:
@pewtrusts
@khnews
@mattvas

Top Replied-To in G2:
@therickwilson
@905jadednweary
@waltshaub
@bobandersen15

Top Replied-To in G3:
@spectatorindex

Top Replied-To in G4:

Top Replied-To in G6:
@gop
@realdonaldtrump
@joycewhitevance
@charliekirk11
@josephi86687764
@marilynuolrml
@seanhannity
@ohiogop
@martinjbern
@shingoyoungstar

Top Replied-To in G7:
@yougotmurphd

Top Replied-To in G8:
@intermountain
@pewhealth
@g17esiason

Top Replied-To in G9:
@sofijastanding
@itsafrogslife
@pickledmsgnr
@leetwimberly
@psychemunki
@tjmair

Top Replied-To in G10:
@alyssa_milano
@rachelmcgonagi1
@tregas
@twoshedstom
@cliffhangernlv

Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@therickwilson
@spectatorindex
@msavaarmstrong
@pewenvironment
@pewstates
@ppollingnumbers
@g17esiason
@larrysabato
@pewhealth

Top Mentioned in G1:
@pewtrusts
@pewenvironment
@pewstates
@squinton_states
@octavioaburto
@bbarrettnc
@kenburns
@christinevestal
@michael_ollove
@teresawiltz

Top Mentioned in G2:
@therickwilson
@pewtrusts
@sheiladeedah
@qasimrashid
@hoarsewisperer
@saverdemocrazy
@waltshaub
@domesude

Top Mentioned in G3:
@spectatorindex

Top Mentioned in G4:

Top Mentioned in G5:
@msavaarmstrong
@truthtemptress
@drnealhouston
@wrytyr
@votingfemaie

Top Mentioned in G6:
@realdonaldtrump
@scottpresler
@sheriffali
@ewarren
@gop
@seanhannity
@speakerpelosi
@joebiden
@deanshorak

Top Mentioned in G7:
@ppollingnumbers
@usa_polling
@scooper3601
@hollyotterbein
@brianschatz
@monmouthpoll
@pewtrusts
@spectatorindex
@arthur59611540

Top Mentioned in G8:
@g17esiason
@pewhealth
@saveantibiotics
@pewtrusts
@onc_healthit
@7boomeresiason
@benmoscovitch
@intermountain
@cysticfibrosis
@robertozoncu

Top Mentioned in G9:
@aprilligeia
@th1rt3en_tm
@hlebwohl
@nosciencedenial
@owenjones84
@thedukeistheman
@anthonyt2_mufc
@cibusanimatus82
@aitorlorda85
@imkimaaron

Top Mentioned in G10:
@alyssa_milano
@johnpavlovitz
@tedcruz
@systemsafetypro
@brooklynmarie
@secnielsen
@bobmoorenews
@immjusticenow
@ifindkarma
@axidentaliberal

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@sumariumcom
@pairsonnalites
@lindaleeking
@commonpatriot
@cloudwanderer3
@rjber15
@independent
@ecointernetdrgb
@evankirstel

Top Tweeters in G1:
@saragomezaranci
@dgendvil
@joni_looking
@janiecestaton
@suzanneinlgb
@adekleine
@sampleatl
@websterelizabet
@coton_luver
@mymimisthebest

Top Tweeters in G2:
@serendipitysays
@cheezwitham
@sherrilee7
@akuma_river
@bellesapepper37
@kenkircher1
@b140tweet
@windmillcharger
@trump_enemy
@actdontreact

Top Tweeters in G3:
@lindaleeking
@faby_nava77
@the_nifemi
@boerneaj
@afrovii
@tossin_o
@wsetiawan_id
@kyablochkin
@l4aj
@iamjehova

Top Tweeters in G4:
@pairsonnalites
@ecointernetdrgb
@dancas2
@fl85
@summer7570
@mrkalman
@rosierifka
@iii_means_free
@memeorandum
@muckzuckerburg

Top Tweeters in G5:
@msavaarmstrong
@dianabialkowski
@peggyruppe
@bfrasier1951
@holmesdonna1
@katyinindy
@beank511
@aliatra1968
@robertrokdawg
@sness5561_ness

Top Tweeters in G6:
@pingachoo
@jadejensen29
@steph93065
@stillgray
@beautybind
@patriotsofmars
@markknoller
@ikanteventoday
@janwithay
@mushroomfeet

Top Tweeters in G7:
@rjber15
@billm9
@luizhsrodrigues
@young_maymay
@progressivedrey
@truthtotweet
@ninma_
@dianacialino
@arthur59611540
@msvarundhawan

Top Tweeters in G8:
@syawal
@startribune
@avery16fan
@elinsilveous
@peamyrtle
@publichealthmap
@songgenuine
@healthdevice
@cheerstoliving
@estudioclinico

Top Tweeters in G9:
@polarvan
@adam4004
@ebatterson
@atheism_has_nil
@catheri77148739
@thegod_particle
@scientiapercept
@mirandadied4u
@nosciencedenial
@debbiepalm44

Top Tweeters in G10:
@cliffhangernlv
@aworldoutofmind
@b52malmet
@lfkraus
@norberta36
@liberalwarriors
@brooklynmarie
@democracystorm
@vincegottalotta
@jomareewade


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