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pew research_2020-02-21_10-14-17.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
pew research via NodeXL http://bit.ly/2HQnWC9
@theworldindex
@pewenvironment
@realtylerzed
@pewresearch
@facttank
@rahul_baj
@instagram
@youtube
@ssbn654_q
@bw35137678

Top hashtags:
#votingrights
#nato
#russia
#pewmarinefellow
#election2020
#greek
#ados
#nerrs

Description:
Description
The graph represents a network of 5,920 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, 21 February 2020 at 18:15 UTC.

The requested start date was Friday, 21 February 2020 at 01:01 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 9-day, 1-hour, 43-minute period from Tuesday, 11 February 2020 at 21:48 UTC to Thursday, 20 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 : 5920
Unique Edges : 6759
Edges With Duplicates : 749
Total Edges : 7508
Number of Edge Types : 4
Replies to : 457
Mentions : 1658
MentionsInRetweet : 4623
Tweet : 770
Self-Loops : 770
Reciprocated Vertex Pair Ratio : 0.0126242701593814
Reciprocated Edge Ratio : 0.0249337696743026
Connected Components : 817
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 3207
Maximum Edges in a Connected Component : 4472
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 9.152578
Graph Density : 0.000183131052999274
Modularity : 0.839644
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,920 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, 21 February 2020 at 18:15 UTC.

The requested start date was Friday, 21 February 2020 at 01:01 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 9-day, 1-hour, 43-minute period from Tuesday, 11 February 2020 at 21:48 UTC to Thursday, 20 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:
[58] https://www.climatedepot.com/2020/02/11/pew-research-2019-survey-climate-change-still-ranks-as-low-priority-17th-place-out-of-18th/
[38] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/14/in-malaysia-science-is-key-to-dugongs-recovery-and-survival
[36] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/02/19/the-youngest-children-are-falling-out-of-health-insurance
[23] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[20] https://www.pewtrusts.org/research-and-analysis/blogs/stateline/2020/02/12/lawmakers-open-groundwater-fight-against-bottled-water-companies
[16] https://www.latinorebels.com/2020/02/19/pewlatinovoters2020/
[13] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/02/medicaid-drives-growth-in-federal-grants-to-states
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/13/nevada-wildlife-refuge-would-gain-wilderness-status-under-bill-in-us-congress
[12] https://www.people-press.org/2020/02/13/as-economic-concerns-recede-environmental-protection-rises-on-the-publics-policy-agenda/
[11] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/

Top URLs in Tweet in G2:
[8] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[3] https://www.people-press.org/2019/01/24/appendix-priorities-detailed-table/pp_2019-01-24_political-priorities_a-01/
[1] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/?fbclid=IwAR2oFNhagKYPB60S6Y4PEW_p5MESUMl8SKCk8jFyo95NJ1wa5-228J8cT3w

Top URLs in Tweet in G3:
[26] https://www.climatedepot.com/2020/02/11/pew-research-2019-survey-climate-change-still-ranks-as-low-priority-17th-place-out-of-18th/
[10] https://www.forbes.com/sites/johnscottlewinski/2020/02/14/pew-research-explores-ups-and-downs-of-online-dating/?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.pewresearch.org/fact-tank/2020/02/12/key-findings-about-americans-confidence-in-science-and-their-views-on-scientists-role-in-society/
[8] https://www.forbes.com/sites/johnscottlewinski/2020/02/14/pew-research-explores-ups-and-downs-of-online-dating/
[8] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[6] https://www.nytimes.com/2020/02/13/business/not-internet-really-killing-malls.html
[6] https://www.people-press.org/2020/02/13/as-economic-concerns-recede-environmental-protection-rises-on-the-publics-policy-agenda/
[4] http://feeds.feedburner.com/~r/DrudgeReportFeed/~3/ahEkzmZ-O4U/?utm_source=feedburner&utm_medium=twitter&utm_campaign=drudgefeed
[4] https://www.journalism.org/2020/02/12/confidence-in-public-acceptance-of-election-results-connects-to-following-political-news-relying-on-social-media/
[4] https://www.pewresearch.org/2019/12/11/how-pew-research-center-is-approaching-the-2020-election/

Top URLs in Tweet in G4:
[23] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/02/19/the-youngest-children-are-falling-out-of-health-insurance
[19] https://www.pewtrusts.org/research-and-analysis/blogs/stateline/2020/02/12/lawmakers-open-groundwater-fight-against-bottled-water-companies
[13] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/02/medicaid-drives-growth-in-federal-grants-to-states
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/02/13/highway-safety-groups-call-for-action-on-impaired-school-bus-drivers
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/02/14/you-can-bring-your-baby-to-work
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/31/rural-americas-health-crisis-seizes-states-attention
[6] http://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/31/new-decade-brings-timely-opportunities-for-proactive-flood-policy
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/28/how-much-do-you-know-about-state-debt
[5] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2014/fiscal-50#ind8
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/01/28/cystic-fibrosis-patient-asks-for-increased-efforts-around-antibiotic-resistance?utm_campaign=health&utm_source=twitter&utm_medium=social&utm_content=cf_interview

Top URLs in Tweet in G6:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/01/27/for-2020-election-states-debate-whos-allowed-to-vote
[1] https://www.pewresearch.org/fact-tank/2020/02/10/a-snapshot-of-the-top-2020-democratic-presidential-candidates-supporters/
[1] http://r.search.yahoo.com/RV=2/RE=1581586276/RO=10/RU=https%3a%2f%2fwww.redstate.com%2fjeffc%2f2020%2f01%2f21%2fpew-research-poll-majority-of-black-voters-identify-as-%25E2%2580%2598moderate%25E2%2580%2599-or-%25E2%2580%2598conservative%25E2%2580%2599%2f/RK=2/RS=lNlhOpbAtleaPXqYUbocxJk.TlY-

Top URLs in Tweet in G7:
[34] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/14/in-malaysia-science-is-key-to-dugongs-recovery-and-survival
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/10/fishing-industry-and-others-look-to-gear-innovations-to-reduce-whale-deaths?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=ghost_gear
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2018/06/07/5-surprising-stats-show-why-high-seas-need-protection
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/14/in-malaysia-science-is-key-to-dugongs-recovery-and-survival?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=dugongs_malaysia
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/10/fishing-industry-and-others-look-to-gear-innovations-to-reduce-whale-deaths
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2016/03/08/msa-40-corals-that-brighten-gulf-of-mexico-depths-need-greater-protection?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=fact_coral
[2] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2019/08/5-missions-of-national-estuarine-research-reserve-system?utm_campaign=environment&utm_source=facebook&utm_medium=social&utm_content=NERRS_5missions
[2] https://www.pewtrusts.org/research-and-analysis/articles/2019/08/08/vital-coastal-areas-benefit-from-federal-state-partnerships?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=NERRS_analysis
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/09/16/seven-fun-and-rewarding-things-to-do-in-americas-estuaries?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=NERRS_7activities
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/02/12/house-of-representatives-passes-key-land-and-river-conservation-measure

Top URLs in Tweet in G9:
[4] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[3] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/
[2] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[2] https://www.pewresearch.org/global/interactives/remittance-flows-by-country/
[1] https://m.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[1] https://www.pewsocialtrends.org/essay/an-early-look-at-the-2020-electorate/
[1] https://apnews.com/277fe31ea2234658a991243a9c6f2466
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/fact-tank/2013/05/31/stocks-and-the-recovery-majority-of-americans-not-invested-in-the-market/
[1] https://www.pewresearch.org/fact-tank/2019/05/22/key-facts-about-asian-origin-groups-in-the-u-s/

Top URLs in Tweet in G10:
[4] https://medium.com/pew-research-center-decoded/the-class-size-paradox-how-individual-and-group-level-perspectives-differ-and-why-it-matters-b62071f4e909
[3] https://www.journalism.org/2020/02/12/confidence-in-public-acceptance-of-election-results-connects-to-following-political-news-relying-on-social-media/
[3] https://mailchi.mp/pewresearch.org/u-s-immigration-mini-course
[3] https://www.washingtonpost.com/politics/2020/02/18/bogus-respondents-online-polls-may-be-inflating-approval-trump-obamacare-pew-study-finds/
[2] https://mailchi.mp/pewresearch.org/uscensus
[2] https://www.people-press.org/2020/02/13/as-economic-concerns-recede-environmental-protection-rises-on-the-publics-policy-agenda/
[2] https://www.thehindu.com/news/international/majority-of-indians-have-confidence-in-donald-trumps-handling-of-world-affairs-pew-research-center/article30873589.ece
[1] https://www.pewresearch.org/?post_type=fact-tank&p=358338
[1] https://twitter.com/CarrollDoherty/status/1230618693572419584
[1] https://jobs-prc.icims.com/jobs/6173/intern,-summer/job

Top Domains
Top Domains in Tweet in Entire Graph:
[402] pewtrusts.org
[168] pewresearch.org
[62] climatedepot.com
[43] twitter.com
[28] people-press.org
[22] forbes.com
[17] journalism.org
[16] pewsocialtrends.org
[16] latinorebels.com
[14] nytimes.com

Top Domains in Tweet in G2:
[9] pewresearch.org
[3] people-press.org

Top Domains in Tweet in G3:
[76] pewresearch.org
[28] climatedepot.com
[23] pewtrusts.org
[18] twitter.com
[18] forbes.com
[12] people-press.org
[12] nytimes.com
[11] journalism.org
[7] bruxelles2.eu
[7] globaldiasporanews.com

Top Domains in Tweet in G4:
[263] pewtrusts.org
[4] t.co
[1] people-press.org
[1] govtech.com
[1] routefifty.com
[1] statescoop.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] pewtrusts.org
[1] pewresearch.org
[1] yahoo.com

Top Domains in Tweet in G7:
[77] pewtrusts.org
[1] marecet.org
[1] twitter.com
[1] thefinancialcrimenews.com

Top Domains in Tweet in G9:
[9] pewresearch.org
[3] washingtontimes.com
[3] usatoday.com
[1] pewsocialtrends.org
[1] apnews.com
[1] carjiescott.com
[1] investors.com

Top Domains in Tweet in G10:
[12] medium.com
[7] mailchi.mp
[6] pewresearch.org
[3] twitter.com
[3] people-press.org
[3] journalism.org
[3] thehindu.com
[3] washingtonpost.com
[2] cnbc.com
[1] icims.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[191] votingrights
[76] nato
[52] russia
[27] pewmarinefellow
[16] election2020
[15] greek
[14] ados
[12] nerrs
[9] antibiotics
[8] womeninscience



Top Hashtags in Tweet in G3:
[3] climatechange
[3] smartnews
[3] love
[2] truth
[2] dcim353c
[2] privacy
[2] communistconnecticut
[2] environment
[2] marketing
[2] socialmedia

Top Hashtags in Tweet in G4:
[9] pewmarinefellow
[9] antibiotics
[8] ncdhm
[8] antibioticresistance
[7] dyk
[7] antibiotic
[6] cjreform
[6] legalaid
[5] pewbroadband
[5] 2020census

Top Hashtags in Tweet in G6:
[191] votingrights
[2] demforce
[2] demforce2020

Top Hashtags in Tweet in G7:
[18] pewmarinefellow
[11] nerrs
[6] iheartestuaries
[5] oceanweek2020
[4] ghostgear
[4] womeninscience
[4] safeseas
[2] fact
[2] ccamlr
[2] bering

Top Hashtags in Tweet in G10:
[4] trump
[3] 2020census
[1] artificialintelligence
[1] solutionset

Top Words
Top Words in Tweet in Entire Graph:
[2050] Words in Sentiment List#1: Positive
[2133] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[117863] Non-categorized Words
[122046] Total Words
[2652] pew
[2583] research
[1312] obama
[1110] usa
[952] adults

Top Words in Tweet in G1:
[845] adults
[842] theworldindex
[722] 59
[720] immigrants
[720] strengthen
[720] country
[720] 68
[720] 64
[720] gbr
[720] swe

Top Words in Tweet in G2:
[1230] obama
[623] pew
[623] research
[611] realtylerzed
[611] jackasses
[611] denial
[611] source
[611] go
[611] look
[611] many

Top Words in Tweet in G3:
[413] pew
[376] research
[217] center
[62] according
[55] americans
[52] online
[49] survey
[42] 18
[41] climate
[39] more

Top Words in Tweet in G4:
[206] pewtrusts
[80] pewstates
[76] states
[61] more
[59] state
[55] health
[49] people
[42] children
[37] insurance
[35] year

Top Words in Tweet in G5:
[7] research
[6] pew
[5] tertiusiii
[4] standbackup2
[4] haircutspock
[3] justsayingwhat1
[3] robster16a
[3] jools6691
[3] hlebwohl
[3] zapher134

Top Words in Tweet in G6:
[192] nc
[191] democracync
[191] 866ourvote
[191] #votingrights
[191] north
[191] carolina
[191] impacts
[191] rest
[191] world
[191] 15

Top Words in Tweet in G7:
[143] pewenvironment
[58] marine
[55] malaysia
[40] research
[39] protected
[37] key
[37] science
[36] good
[36] news
[36] national

Top Words in Tweet in G8:
[314] immigration
[314] usa
[158] pew
[158] research
[157] 2015
[157] modern
[157] wave
[157] brings
[157] 15
[157] million

Top Words in Tweet in G9:
[56] pew
[55] research
[23] realdonaldtrump
[20] center
[12] trump
[11] people
[11] more
[11] world
[11] obama
[9] according

Top Words in Tweet in G10:
[82] research
[81] pew
[62] nearly
[56] pewresearch
[54] center
[47] facttank
[39] americans
[33] surveys
[33] many
[32] first

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2446] pew,research
[803] research,center
[730] adults,immigrants
[730] immigrants,strengthen
[730] strengthen,country
[730] country,68
[730] 68,64
[730] 64,gbr
[730] gbr,swe
[730] swe,62

Top Word Pairs in Tweet in G1:
[720] adults,immigrants
[720] immigrants,strengthen
[720] strengthen,country
[720] country,68
[720] 68,64
[720] 64,gbr
[720] gbr,swe
[720] swe,62
[720] 62,jap
[720] jap,59

Top Word Pairs in Tweet in G2:
[623] pew,research
[611] jackasses,obama
[611] obama,denial
[611] denial,pew
[611] research,source
[611] source,go
[611] go,look
[611] look,many
[611] many,requests
[611] requests,obama

Top Word Pairs in Tweet in G3:
[365] pew,research
[215] research,center
[46] according,pew
[34] climate,change
[27] 17th,place
[27] place,18
[27] online,dating
[25] low,priority
[25] research,2019
[23] 2019,survey

Top Word Pairs in Tweet in G4:
[36] health,insurance
[25] youngest,children
[25] children,falling
[25] falling,health
[19] pew,charitable
[19] charitable,trusts
[18] g17esiason,lives
[18] lives,chronic
[18] chronic,multidrug
[18] multidrug,resistant

Top Word Pairs in Tweet in G5:
[6] pew,research
[2] imkimaaron,robster16a
[2] lalanamour,yfrecklington
[2] yfrecklington,anthonyt2_mufc
[2] anthonyt2_mufc,zalphaprime
[2] zalphaprime,ponygal923
[2] michellmybell1,michaeljpartyka
[2] michaeljpartyka,hlebwohl
[2] hlebwohl,bradleycgibbs
[2] bradleycgibbs,ponygirl923

Top Word Pairs in Tweet in G6:
[191] democracync,866ourvote
[191] 866ourvote,#votingrights
[191] #votingrights,north
[191] north,carolina
[191] carolina,impacts
[191] impacts,rest
[191] rest,world
[191] world,nc
[191] nc,15
[191] 15,electoral

Top Word Pairs in Tweet in G7:
[39] marine,protected
[36] good,news
[33] pewenvironment,good
[33] malaysia,science
[33] science,key
[33] key,dugong's
[33] dugong's,recovery
[33] recovery,survival
[33] survival,pewenvironment
[31] politamiami,malaysia

Top Word Pairs in Tweet in G8:
[158] pew,research
[157] research,2015
[157] 2015,modern
[157] modern,immigration
[157] immigration,wave
[157] wave,brings
[157] brings,15
[157] 15,million
[157] million,usa
[157] usa,1921

Top Word Pairs in Tweet in G9:
[53] pew,research
[20] research,center
[8] realdonaldtrump,pew
[7] according,pew
[7] center,estimates
[7] estimates,1970
[7] 1970,share
[7] share,nation
[6] truman,pew
[6] whitehouse,realdonaldtrump

Top Word Pairs in Tweet in G10:
[77] pew,research
[54] research,center
[31] first,time
[31] time,pew
[31] center,surveys
[31] surveys,dating
[31] dating,back
[31] back,nearly
[31] nearly,two
[31] two,decades

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@cnn
@pewtrusts
@northbelle4
@anrasa2
@pewresearch
@oliviac14337638
@brian_root
@dougstone2019
@tarekfatah

Top Replied-To in G1:
@theworldindex

Top Replied-To in G2:
@morgen2540

Top Replied-To in G4:
@pewtrusts
@nscsafety
@mdnij34

Top Replied-To in G5:
@dougstone2019
@zypisfy
@simple_shaman
@sethric20510948
@michellmybell1

Top Replied-To in G6:
@democracync
@flipblue2020

Top Replied-To in G9:
@realdonaldtrump
@tarekfatah
@secbrouillette
@weiwei_intheusa
@frontalfire
@sagenaradamuni
@krupashanker
@farrellbruce2
@robreiner
@andrewyang

Top Replied-To in G10:
@pewresearch
@brian_root
@congreso_es
@facttank

Top Mentioned
Top Mentioned in Entire Graph:
@theworldindex
@realtylerzed
@pewtrusts
@866ourvote
@everyvoicenc
@democracync
@msavaarmstrong
@pewenvironment
@woobietuesday
@scottadamssays

Top Mentioned in G1:
@theworldindex
@portugal2pales1

Top Mentioned in G2:
@realtylerzed
@850sunny
@tempglobal
@palacequandary

Top Mentioned in G4:
@pewtrusts
@pewstates
@g17esiason
@pewhealth
@michael_ollove
@jbergal
@colarusso
@rti_intl
@pewenvironment
@sleiseca

Top Mentioned in G5:
@tertiusiii
@standbackup2
@haircutspock
@justsayingwhat1
@robster16a
@jools6691
@hlebwohl
@zapher134
@geraldpayne25
@zalphaprime

Top Mentioned in G6:
@866ourvote
@everyvoicenc
@democracync
@hillbeverlyhill
@bannerite
@theworldindex
@woobietuesday
@mttvnkrk
@rainmirron
@justwhatnowwhy

Top Mentioned in G7:
@pewenvironment
@pewtrusts
@politamiami
@pew_eu
@scernojevich
@cwf_fcf
@marecet
@imohq
@fishoceanscan
@ashadevos

Top Mentioned in G8:
@msavaarmstrong
@realtylerzed

Top Mentioned in G9:
@realdonaldtrump
@whitehouse
@thedemocrats
@jentaub
@mikebloomberg
@potus
@dianetoucan
@whitfieldbond
@chrisgeidner
@markdice

Top Mentioned in G10:
@pewresearch
@facttank
@pewmethods
@fact
@_stephkramer
@hgilberstadt1
@the_hindu
@johngramlich
@samirsaran
@slakster

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@rk70534
@kat4obama
@ez4u2say_janis
@pparzival
@ecointernetdrgb
@teshawnedmonds
@cherokeesher2
@chidambara09
@dancas2

Top Tweeters in G1:
@teshawnedmonds
@chuddles11
@scheerenberger
@johangreg
@natteramnoslo
@chuckw12
@calvinswine905
@paladine
@arifsetia2013d
@kevinrns

Top Tweeters in G2:
@dclarediane
@homerwhite
@owlwoman911_
@eyegloarts
@connnutmeg
@wildangel6
@jenniferevette6
@dawalf
@jeffswarens
@sylvesterbrenda

Top Tweeters in G3:
@ecointernetdrgb
@drpatfarrell
@jmhamiltonblog
@areck0001
@chronlaw
@m157q_news_rss
@ricardozam
@dian5
@iii_means_free
@realwendyteresa

Top Tweeters in G4:
@billnigh
@marthalynneowe1
@npsusa
@suzanneinlgb
@mary_swilling
@jennykim
@dcarsoncpa
@dcarsoncpa_ma
@ewindham3
@chadstanton

Top Tweeters in G5:
@zapher134
@michellmybell1
@mikaelaskyesays
@____roar____
@rjdownard
@lalanamour
@catheri77148739
@rmbctious
@thegod_particle
@scientiapercept

Top Tweeters in G6:
@rk70534
@kat4obama
@bannerite
@just_old_joe
@givemepie360
@awelab1956
@justwhatnowwhy
@ecclesias
@samhainnight
@pgrandee10

Top Tweeters in G7:
@ez4u2say_janis
@janiecestaton
@4everanimalz1
@soccermom1517
@jinxy_minxy
@thereisanocean
@carlfletcher15
@trudaoceans
@sundene
@syawal

Top Tweeters in G8:
@msavaarmstrong
@usatopguns
@williamlharbuck
@patriot_mm
@kellydetoni
@dab7one
@nighthawkmoon
@deb6090
@eecc506
@bellagirlnola

Top Tweeters in G9:
@alllibertynews
@sagenaradamuni
@chrisgeidner
@dianetoucan
@cherijacobus
@johnfromcranber
@nancyrog11
@npr
@reallyawakennow
@tarekfatah

Top Tweeters in G10:
@fact
@new_narrative
@grannynannynews
@mariacabadas
@cnbc
@the_hindu
@sunjayjk
@motrpolitics1
@politics_nyy
@markhillary


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