pew research, Twitter, 7/9/2020 6:07:30 AM, 230397
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pew research_2020-07-08_19-04-30.xlsx
pew research_2020-07-08_19-04-30.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2020
Short Description:
pew research via NodeXL https://bit.ly/3ecXUa3
@realjameswoods
@msnbc
@realdonaldtrump
@iamrational2020
@ladybos4
@kenwarnock
@pewstates
@breitbartnews
@trumptrain1111
@pewtrusts

Top hashtags:
#covid19
#antibiotics
#fakenews
#pseudoevent
#climatechange
#antibiotic

Description:
Description
The graph represents a network of 5,437 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 July 2020 at 02:06 UTC.

The requested start date was Thursday, 09 July 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 5-day, 19-hour, 24-minute period from Thursday, 02 July 2020 at 07:22 UTC to Wednesday, 08 July 2020 at 02:46 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 : 5437
Unique Edges : 1738
Edges With Duplicates : 8316
Total Edges : 10054
Number of Edge Types : 5
Tweet : 615
Retweet : 3972
MentionsInRetweet : 4265
Mentions : 875
Replies to : 327
Self-Loops : 637
Reciprocated Vertex Pair Ratio : 0.0107485604606526
Reciprocated Edge Ratio : 0.021268515001899
Connected Components : 644
Single-Vertex Connected Components : 299
Maximum Vertices in a Connected Component : 3504
Maximum Edges in a Connected Component : 7464
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 6.373729
Graph Density : 0.000178173074333428
Modularity : 0.517855
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,437 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 July 2020 at 02:06 UTC.

The requested start date was Thursday, 09 July 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 5-day, 19-hour, 24-minute period from Thursday, 02 July 2020 at 07:22 UTC to Wednesday, 08 July 2020 at 02:46 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:
[94] https://secondnexus.com/donald-trump-pew-research-satisfaction
[38] https://www.independent.co.uk/us-election-2020/trump-poll-pew-research-white-evangelicals-approval-rating-2020-election-a9596556.html
[24] https://www.cnn.com/2020/07/07/us/pew-research-us-adults-moved-coronavirus-trnd/index.html
[23] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/25/black-homeowners-pay-more-than-fair-share-in-property-taxes
[21] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/10/bee-lawns-generate-national-buzz?utm_campaign=conservation_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____map_&utm_term=___fact
[16] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[15] https://www.pewresearch.org/politics/2020/06/30/publics-mood-turns-grim-trump-trails-biden-on-most-personal-traits-major-issues/
[14] https://www.pewresearch.org/fact-tank/2020/06/11/unemployment-rose-higher-in-three-months-of-covid-19-than-it-did-in-two-years-of-the-great-recession/
[13] https://www.breitbart.com/politics/2020/06/24/pew-research-only-1-in-6-protesters-are-black-46-percent-are-white/
[13] https://hpd.de/artikel/je-weniger-religioes-desto-hoeher-akzeptanz-homosexualitaet-18212

Top URLs in Tweet in G1:
[1] https://twitter.com/nytimes/status/1278387954440904704
[1] https://twitter.com/65_range/status/1278921035870621696

Top URLs in Tweet in G2:
[1] https://trib.al/WJ2L8YK
[1] https://on.msnbc.com/3ihcsZv
[1] https://trib.al/V4USy1i

Top URLs in Tweet in G3:
[90] https://secondnexus.com/donald-trump-pew-research-satisfaction
[2] https://www.pewresearch.org/politics/2018/03/01/the-generation-gap-in-american-politics/
[1] https://twitter.com/dfsparks/status/1279207812615114753

Top URLs in Tweet in G4:
[1] https://www.gatestoneinstitute.org/16181/black-lives-matter#.Xv3Ow4LTy9Y.twitter
[1] https://www.gatestoneinstitute.org/16181/black-lives-matter

Top URLs in Tweet in G5:
[25] https://www.independent.co.uk/us-election-2020/trump-poll-pew-research-white-evangelicals-approval-rating-2020-election-a9596556.html
[21] https://www.cnn.com/2020/07/07/us/pew-research-us-adults-moved-coronavirus-trnd/index.html
[13] https://www.pewresearch.org/politics/2020/06/30/publics-mood-turns-grim-trump-trails-biden-on-most-personal-traits-major-issues/
[7] http://chronlaw.com
[6] https://www.pewsocialtrends.org/2020/07/01/many-black-and-asian-americans-say-they-have-experienced-discrimination-amid-the-covid-19-outbreak/
[6] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[4] https://www.pewresearch.org/fact-tank/2020/06/11/unemployment-rose-higher-in-three-months-of-covid-19-than-it-did-in-two-years-of-the-great-recession/
[4] https://www.pewresearch.org/fact-tank/2020/06/29/most-americans-say-climate-change-impacts-their-community-but-effects-vary-by-region-2/
[4] https://nextshark.com/pew-research-asian-african-americans-racism-covid-19/
[3] https://www.express.co.uk/news/world/1304499/Trump-polls-approval-rating-pew-research-joe-biden-election-2020

Top URLs in Tweet in G6:
[22] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/25/black-homeowners-pay-more-than-fair-share-in-property-taxes
[12] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/gonorrhea-could-soon-become-untreatable?utm_campaign=health_arp_antibiotics_______&utm_source=twitter_health&utm_medium=social&utm_content=infographic_growingthreat____stattile_&utm_term=___
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/01/how-covid-19-in-jails-and-prisons-threatens-nearby-communities
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/02/fda-says-cattle-likely-source-of-e-coli-that-contaminated-romaine-in-2019
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/29/new-aquatic-preserve-off-florida-is-big-win-for-wildlife-habitat-and-long-term-economy
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/02/policing-protests-propel-marijuana-decriminalization-efforts
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/06/search-and-rescue-teams-already-stretched-thin-see-surge-in-calls
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/01/expanded-telehealth-helps-communities-address-opioid-use-disorder-during-pandemic
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/05/why-words-matter-in-the-substance-use-conversation?utm_campaign=health_supti_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/15/37-scientists-embarking-on-innovative-biomedical-research?utm_campaign=health_bio_biomedicalresearch__2020scholars_____&utm_source=twitter_health&utm_medium=social&utm_content=article_earlycareersupport____linkcard_&utm_term=___

Top URLs in Tweet in G7:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/22/to-help-coral-reefs-strategic-local-management-is-key?utm_campaign=conservation_pmf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_dataforconservation____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/18/10-reasons-european-governments-must-act-promptly-to-end-overfishing?utm_campaign=conservation_eone_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_balancedbenefits____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/momentum-growing-globally-for-using-marine-protections-to-address-climate-change
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/09/forest-service-set-to-rule-on-road-building-in-tongass-national-forest?utm_campaign=conservation_________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/25/for-national-rivers-month-find-out-which-river-species-you-are?utm_campaign=conservation_________&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/29/bill-seeks-to-protect-miles-of-northwest-california-rivers?utm_campaign=conservation_________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____quotetile_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/29/new-aquatic-preserve-off-florida-is-big-win-for-wildlife-habitat-and-long-term-economy?utm_campaign=conservation_uso________&utm_source=twitter_environment&utm_medium=social&utm_content=article_coastalhabitats____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/03/a-path-to-creating-the-first-generation-of-high-seas-protected-areas?utm_campaign=conservation__oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=report_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/20/chile-recognizes-that-carbon-absorbing-peatlands-can-help-stem-effects-of-climate-change?utm_campaign=conservation_chi________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/06/a-path-to-a-new-fisheries-management-agreement-between-the-eu-and-the-uk?utm_campaign=conservation_eone________&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G8:
[3] https://www.ffcoalition.com/82-of-evangelical-christians-support-president-donald-trump-according-to-new-pew-research/
[3] https://www.express.co.uk/news/world/1304499/Trump-polls-approval-rating-pew-research-joe-biden-election-2020
[2] https://amp.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[2] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/?fbclid=IwAR3tz9dBOyPKhugx9AYn5hCoP6R5UDW0PtmBzPYBHow8_4OeuG_G9Inqzeg
[2] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/
[1] https://www.azcentral.com/story/news/local/arizona-health/2020/07/07/why-arizonas-percent-positive-tests-highest-country/5386600002/?utm_campaign=snd-autopilot&cid=twitter_azcentral
[1] https://www.newsweek.com/trump-approval-rating-plummets-500-counties-rising-coronavirus-deaths-1515636
[1] https://www.pewresearch.org/global/2017/06/26/u-s-image-suffers-as-publics-around-world-question-trumps-leadership/
[1] https://www.pewresearch.org/politics/2018/03/20/wide-gender-gap-growing-educational-divide-in-voters-party-identification/
[1] https://www.pewresearch.org/politics/2020/06/30/publics-mood-turns-grim-trump-trails-biden-on-most-personal-traits-major-issues/

Top URLs in Tweet in G9:
[20] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/10/bee-lawns-generate-national-buzz?utm_campaign=conservation_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____map_&utm_term=___fact
[8] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/how-states-raise-their-tax-dollars?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_general____chart_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/23/small-but-growing-group-incarcerated-for-a-month-or-more-has-kept-jail-populations-high?utm_campaign=communities_psp________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____gif_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/09/covid-19-forces-tough-decisions-in-housing-assistance?utm_campaign=governing_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___quote
[2] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/where-states-get-their-money?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_general____chart_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/29/lawmaker-expects-virginia-flood-program-will-spur-statewide-mitigation-measures?utm_campaign=conservation_fpc________&utm_source=twitter_states&utm_medium=social&utm_content=archivedproject_mitigationhelps____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/how-states-raise-their-tax-dollars?utm_campaign=financeandeconomy_sfh___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/stress-test-of-montana-pension-plans-highlights-recession-risks?utm_campaign=financeandeconomy_psrs___nextrecession_____&utm_source=twitter_states&utm_medium=social&utm_content=article_pewadvises____chart_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/rural-response-to-coronavirus-could-be-hampered-by-years-of-population-loss
[2] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/06/3-steps-states-can-take-to-strengthen-localities-fiscal-health

Top URLs in Tweet in G10:
[1] https://trib.al/AHx9Wzb
[1] https://trib.al/tBGHbPG

Top Domains
Top Domains in Tweet in Entire Graph:
[285] pewtrusts.org
[146] pewresearch.org
[95] secondnexus.com
[49] co.uk
[34] cnn.com
[30] twitter.com
[24] pewsocialtrends.org
[19] freewestmedia.com
[13] breitbart.com
[13] hpd.de

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[2] trib.al
[1] msnbc.com

Top Domains in Tweet in G3:
[90] secondnexus.com
[2] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G4:
[2] gatestoneinstitute.org

Top Domains in Tweet in G5:
[75] pewresearch.org
[31] co.uk
[28] cnn.com
[15] pewtrusts.org
[14] twitter.com
[8] pewsocialtrends.org
[7] chronlaw.com
[6] freewestmedia.com
[4] nextshark.com
[4] secondnexus.com

Top Domains in Tweet in G6:
[126] pewtrusts.org
[1] pewsocialtrends.org

Top Domains in Tweet in G7:
[48] pewtrusts.org

Top Domains in Tweet in G8:
[4] pewresearch.org
[3] ffcoalition.com
[3] co.uk
[2] washingtontimes.com
[2] freewestmedia.com
[2] usatoday.com
[1] azcentral.com
[1] newsweek.com
[1] journalism.org

Top Domains in Tweet in G9:
[72] pewtrusts.org
[2] twitter.com

Top Domains in Tweet in G10:
[2] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] covid19
[18] antibiotics
[14] fakenews
[14] pseudoevent
[14] climatechange
[13] antibiotic
[12] declare_minority_statewise
[11] endoverfishing
[9] americans
[7] auspol



Top Hashtags in Tweet in G3:
[1] republicans
[1] democraticparty

Top Hashtags in Tweet in G4:
[1] trumptrain1111
[1] wwg1wga
[1] qanons

Top Hashtags in Tweet in G5:
[6] covid19
[2] covid
[2] news
[2] asianamericans
[2] blackamericans
[2] watches4nature
[2] actonclimate
[2] declare_minority_statewise
[2] democrats
[1] girlpower

Top Hashtags in Tweet in G6:
[21] covid19
[18] antibiotics
[13] antibiotic
[5] opioid
[4] zebrafish
[3] ecoli
[2] aquaticpreserve
[2] florida
[2] virus
[2] mask

Top Hashtags in Tweet in G7:
[11] endoverfishing
[9] covid19
[5] pewmarinefellow
[5] climatechange
[2] deepsea
[2] cfpreality
[1] nationalriversmonth
[1] coastalhabitats
[1] ncpol
[1] habitat

Top Hashtags in Tweet in G8:
[2] fakepresident
[1] resist
[1] vote
[1] presidenttrump
[1] dropouttrump

Top Hashtags in Tweet in G9:
[17] covid19
[2] cjreform
[2] coronavirus
[1] vapol
[1] scleg

Top Words
Top Words in Tweet in Entire Graph:
[3342] pew
[3321] research
[2427] center
[1591] americans
[1292] survey
[1197] according
[1110] country
[982] direction
[841] poll
[818] news

Top Words in Tweet in G1:
[739] pew
[739] research
[738] respondents
[737] center
[737] survey
[736] 2012
[736] asked
[736] views
[736] credibility
[736] various

Top Words in Tweet in G2:
[645] 87
[645] americans
[645] dissatisfied
[645] direction
[645] country
[645] going
[645] according
[645] pew
[645] research
[645] center

Top Words in Tweet in G3:
[306] direction
[306] country
[300] republican
[300] 55
[299] 19
[299] voters
[299] satisfied
[299] months
[299] ago
[299] without

Top Words in Tweet in G4:
[346] pew
[346] research
[346] center
[342] blm
[341] survey
[338] trumptrain1111
[335] recent
[335] found
[335] more
[335] two

Top Words in Tweet in G5:
[261] pew
[250] research
[171] center
[74] americans
[56] trump
[43] 19
[43] covid
[41] according
[40] white
[36] adults

Top Words in Tweet in G6:
[182] pewtrusts
[62] mangroves
[57] more
[45] states
[37] forests
[33] carbon
[32] much
[31] sequester
[31] 3x
[31] terrestrial

Top Words in Tweet in G7:
[149] pewenvironment
[54] help
[38] human
[38] mangroves
[37] areas
[36] stocks
[36] peweurope
[35] carbon
[34] fisheries
[34] fish

Top Words in Tweet in G8:
[54] research
[53] pew
[52] realdonaldtrump
[36] trump
[20] center
[19] americans
[14] great
[13] million
[12] more
[12] according

Top Words in Tweet in G9:
[120] states
[84] pewstates
[44] covid
[43] face
[42] according
[41] 19
[41] public
[38] mandated
[38] masks
[38] saw

Top Words in Tweet in G10:
[91] cnn
[79] adults
[78] according
[75] someone
[75] outbreak
[74] around
[74] one
[74] five
[74] moved
[74] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3259] pew,research
[2421] research,center
[980] direction,country
[909] according,pew
[791] center,survey
[754] realjameswoods,pew
[754] survey,2012
[754] 2012,asked
[754] asked,respondents
[754] respondents,views

Top Word Pairs in Tweet in G1:
[739] pew,research
[737] research,center
[737] center,survey
[736] survey,2012
[736] 2012,asked
[736] asked,respondents
[736] respondents,views
[736] views,credibility
[736] credibility,various
[736] various,news

Top Word Pairs in Tweet in G2:
[645] 87,americans
[645] americans,dissatisfied
[645] dissatisfied,direction
[645] direction,country
[645] country,going
[645] going,according
[645] according,pew
[645] pew,research
[645] research,center
[645] center,poll

Top Word Pairs in Tweet in G3:
[306] direction,country
[299] 19,republican
[299] republican,voters
[299] voters,satisfied
[299] satisfied,direction
[299] country,55
[299] 55,months
[299] months,ago
[299] ago,without
[299] without,strong

Top Word Pairs in Tweet in G4:
[346] pew,research
[346] research,center
[335] recent,survey
[335] survey,pew
[335] center,found
[335] found,more
[335] more,two
[335] two,thirds
[335] thirds,americans
[335] americans,support

Top Word Pairs in Tweet in G5:
[241] pew,research
[170] research,center
[40] covid,19
[28] according,pew
[22] adults,moved
[21] know,someone
[20] due,covid
[19] moved,due
[19] 19,know
[18] slips,poll

Top Word Pairs in Tweet in G6:
[31] mangroves,sequester
[31] sequester,3x
[31] 3x,much
[31] much,carbon
[31] carbon,terrestrial
[31] terrestrial,tropical
[31] tropical,forests
[31] forests,mangroves
[31] mangroves,deforested
[30] pewtrusts,mangroves

Top Word Pairs in Tweet in G7:
[25] help,stop
[25] stop,extinction
[25] extinction,analysis
[25] analysis,right
[25] right,whale
[25] whale,feeding
[25] feeding,migrations
[25] migrations,reveals
[25] reveals,four
[25] four,areas

Top Word Pairs in Tweet in G8:
[53] pew,research
[19] research,center
[10] covid,19
[8] great,recession
[8] according,pew
[7] research,study
[7] unemployment,rose
[7] rose,higher
[7] higher,three
[7] three,months

Top Word Pairs in Tweet in G9:
[41] covid,19
[38] pewstates,states
[38] states,mandated
[38] mandated,face
[38] face,masks
[38] masks,public
[38] public,saw
[38] saw,greater
[38] greater,decline
[38] decline,covid

Top Word Pairs in Tweet in G10:
[74] around,one
[74] one,five
[74] five,adults
[74] adults,moved
[74] moved,know
[74] know,someone
[74] someone,covid
[74] covid,19
[74] 19,outbreak
[74] outbreak,according

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@genuinelygia_
@hypothesischec2
@cookiecakemanx
@mlinnovations
@scottadamssays
@teamtrump
@frankdc17
@tastey_b
@sh1tt11

Top Replied-To in G1:
@realjameswoods

Top Replied-To in G3:
@jilevin
@wardawg187
@dfsparks

Top Replied-To in G4:
@trumptrain1111

Top Replied-To in G6:
@tonetalks

Top Replied-To in G8:
@realdonaldtrump
@teamtrump
@barracudalover
@usatoday
@shashwats73
@bluerobotdesign
@brendavaknin
@senategop
@jvyparise
@pearlsummers110

Top Replied-To in G10:
@cnn
@isaiah

Top Mentioned
Top Mentioned in Entire Graph:
@realjameswoods
@msnbc
@trumptrain1111
@charlesadler
@pewtrusts
@pewenvironment
@pewstates
@breitbartnews
@cnn
@georgetakei

Top Mentioned in G1:
@realjameswoods
@stay_bill
@nytimes

Top Mentioned in G2:
@msnbc

Top Mentioned in G3:
@charlesadler
@georgetakei
@msnbc
@pewenvironment
@materrah
@jeanna_bluedot
@libsinamerica
@aotpradio
@laurieannlovesh

Top Mentioned in G4:
@trumptrain1111
@realjameswoods
@sxdoc

Top Mentioned in G5:
@ilannaphillips
@dmae2
@phonein
@focusedideadma
@discreetkayla
@steadyruncho123

Top Mentioned in G6:
@pewtrusts
@saveantibiotics
@wishbumpycoulda
@lmgllc6
@sandyda
@pewhealth
@pewstates
@who
@sleiseca
@publicsafetylab

Top Mentioned in G7:
@pewenvironment
@peweurope
@pewtrusts
@ledasea123
@joshuacinner
@pewstates
@bmcvrkel
@fixourparksus
@noaa
@zmgreenberg

Top Mentioned in G8:
@realdonaldtrump
@joebiden
@faithandfreedom
@craftmastah
@pewresearch
@lolatoni
@veryhottea4u
@erictrump
@laraleatrump
@secpompeo

Top Mentioned in G9:
@pewstates
@an_catherine
@rosanereports
@sleiseca
@pewtrusts
@teresawiltz
@squinton_states
@rbzahradnik
@michael_ollove
@silviaascarelli

Top Mentioned in G10:
@cnn
@msnbc
@quicktake
@pewtrusts
@paulanewtoncnn

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@the_news_diva
@souljahsingh
@joefreedomlove
@independent
@_redfrog
@miltonespinozaf
@yojudenz
@jjauthor

Top Tweeters in G1:
@joefreedomlove
@jjauthor
@soniaerasmus
@veram43395421
@mitchiepoo46
@susaniverach
@bearingtruth
@organic2016
@laridor1
@icare4america16

Top Tweeters in G2:
@oldlady12345
@3wombats
@dismisstrump
@tiniskwerl
@trumpwatchnews
@innrdreams
@bndsnoopy61
@honnenogod
@nancyrubin
@dbble5

Top Tweeters in G3:
@missb62
@inspiteoftrump
@serendipitysays
@mrcoollooking75
@willseattle
@jilevin
@theresamax
@trump_enemy
@princessbravato
@castonchris

Top Tweeters in G4:
@yojudenz
@zwoodbutcher
@superyayadize
@craybo23
@mboksr_maga
@luanamaclac
@boyd_2650
@mtrushmore2016
@jali_cat
@gbroh10

Top Tweeters in G5:
@pairsonnalitese
@amigonewsuk
@dancas2
@avinash_mailme
@pairsonnalitesf
@new_narrative
@chronlaw
@swissbusiness
@bkaysac
@deenie7940

Top Tweeters in G6:
@_redfrog
@dgendvil
@eloycam2012
@redot2005
@mary_swilling
@annie5133
@samljpage
@jennykim
@danwibg
@josmirek

Top Tweeters in G7:
@emocionycambio
@thepowerofmeow
@maxz93
@sundene
@hullfair
@l82be
@bravosabre
@bromark13
@dede17_86
@laplapv3

Top Tweeters in G8:
@foxnews
@miamipapers
@usatoday
@washtimes
@kenwarnock
@joyannreid
@jds44894884
@joemgoldner
@craftmastah
@thomasebrown3

Top Tweeters in G9:
@npsusa
@ndylan1
@adekleine
@evcoc54
@ayawill
@bongsong2
@hardlynormal
@alertagt502
@still2gether
@rolandb3

Top Tweeters in G10:
@tres444
@govsherazkhan
@ikateufel
@njmike731
@sunjayjk
@cnn
@ragstheresa
@1_blk_beauty
@jakeweir9
@syawal


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