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pew research_2020-06-03_19-04-30.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2020
Short Description:
pew research via NodeXL https://bit.ly/3eSeKf1
@dbongino
@lolitax1
@pewtrusts
@bbarrettnc
@washingtonpost
@flyingright1
@pam58622393
@msnbc
@pewresearch
@realdonaldtrump

Top hashtags:
#covid19
#dyk
#coronavirus
#seagrass
#antibiotics
#antibiotic
#repealthe19th

Description:
Description
The graph represents a network of 5,732 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, 04 June 2020 at 02:06 UTC.

The requested start date was Thursday, 04 June 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 9-day, 19-hour, 39-minute period from Sunday, 24 May 2020 at 07:10 UTC to Wednesday, 03 June 2020 at 02:49 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 : 5732
Unique Edges : 3158
Edges With Duplicates : 6845
Total Edges : 10003
Number of Edge Types : 5
Retweet : 3112
MentionsInRetweet : 3572
Replies to : 714
Mentions : 1649
Tweet : 956
Self-Loops : 990
Reciprocated Vertex Pair Ratio : 0.0105849582172702
Reciprocated Edge Ratio : 0.0209481808158765
Connected Components : 1001
Single-Vertex Connected Components : 539
Maximum Vertices in a Connected Component : 3060
Maximum Edges in a Connected Component : 6943
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 7.288908
Graph Density : 0.000165661636503179
Modularity : 0.54806
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,732 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, 04 June 2020 at 02:06 UTC.

The requested start date was Thursday, 04 June 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 9-day, 19-hour, 39-minute period from Sunday, 24 May 2020 at 07:10 UTC to Wednesday, 03 June 2020 at 02:49 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:
[482] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[91] https://www.breitbart.com/politics/2020/05/21/pew-research-less-than-3-in-8-americans-support-coronavirus-relief-for-illegal-aliens/
[64] https://www.foxnews.com/media/pew-research-center-slammed-for-partisan-spin-on-covid-19-data-by-congressional-districts
[54] https://twitter.com/pewresearch/status/1265636238255669252
[42] https://dbdailyupdate.com/index.php/2020/05/27/pew-research-center-report-shows-danger-of-living-in-democrat-controlled-areas/
[41] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/27/covid-19-is-crushing-black-communities-some-states-are-paying-attention
[40] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[34] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/
[29] https://twitchy.com/sarahd-313035/2020/05/27/what-a-load-of-crap-pew-research-center-is-getting-throttled-for-ridiculous-framing-of-covid19-deaths-in-gop-vs-dem-districts-pic/
[28] https://townhall.com/tipsheet/mattvespa/2020/05/27/pew-researchs-covid-red-county-fail-n2569548

Top URLs in Tweet in G1:
[437] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[2] https://www.libertyplanet.com/articles/pew-research-spins-data-to-dump-on-gop-response-to-pandemic/
[1] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/
[1] https://twitter.com/JennyLy01415962/status/1265874973803118593
[1] https://twitter.com/kerpen/status/1265639156501417985
[1] https://twitter.com/pewresearch/status/1265636238255669252
[1] https://m.facebook.com/login.php?skip_api_login=1&api_key=966242223397117&signed_next=1&next=https%3A%2F%2Fm.facebook.com%2Fsharer%2Fsharer.php%3Fu%3Dhttps%253A%252F%252Fbongino.com%252Fpew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus%252F&cancel_url=https%3A%2F%2Fm.facebook.com%2Fdialog%2Fclose_window%2F%3Fapp_id%3D966242223397117%26connect%3D0%23_%3D_&display=touch&locale=en_US&_rdr

Top URLs in Tweet in G2:
[46] https://www.foxnews.com/media/pew-research-center-slammed-for-partisan-spin-on-covid-19-data-by-congressional-districts
[33] https://twitter.com/pewresearch/status/1265636238255669252
[19] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/
[17] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[15] https://townhall.com/tipsheet/mattvespa/2020/05/27/pew-researchs-covid-red-county-fail-n2569548
[13] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[10] https://www.pewresearch.org/2020/05/01/how-pew-research-center-is-covering-covid-19/
[8] https://www.pewsocialtrends.org/2020/05/27/as-millennials-near-40-theyre-approaching-family-life-differently-than-previous-generations/
[8] https://www.redstate.com/bonchie/2020/05/27/pew-research-serves-up-the-mother-of-all-spin-on-red-vs.-blue-district-virus-deaths/
[8] https://www.libertyplanet.com/articles/pew-research-spins-data-to-dump-on-gop-response-to-pandemic/

Top URLs in Tweet in G3:
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/21/texas-says-shucks-lets-give-oyster-growing-a-try
[8] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/20/seagrass-protections-can-lead-to-big-wins-for-our-ocean-people-and-governments?utm_campaign=conservation_cwcr__ecosystems______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/18/ocean-plastic-pollution-and-solutions-to-this-problem-can-come-in-many-forms?utm_campaign=conservation_pop________&utm_source=twitter_environment&utm_medium=social&utm_content=article_oldplansinadequate____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/04/16/majority-of-oregonians-want-to-protect-wildlife-migration-routes?utm_campaign=conservation__land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____stattile_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/18/after-missing-deadline-to-end-overfishing-eu-faces-tough-decisions?utm_campaign=conservation_eone________&utm_source=twitter_eu&utm_medium=social&utm_content=article_actionoverdue____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/13/how-much-do-you-know-about-chilean-patagonia?utm_campaign=conservation_chi________&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/20/seagrass-protections-can-lead-to-big-wins-for-our-ocean-people-and-governments?utm_campaign=conservation_cwcr__ecosystems______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/22/to-help-coral-reefs-strategic-local-management-is-key
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/28/countries-restarting-economies-have-rare-chance-to-solve-ocean-plastic-pollution?utm_campaign=conservation_pop_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G4:
[32] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/27/covid-19-is-crushing-black-communities-some-states-are-paying-attention
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/coronavirus-pandemic-highlights-need-to-spur-antibiotic-innovation
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/26/single-mothers-hit-hard-by-job-losses
[11] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/27/5-reasons-to-protect-kelp-the-west-coasts-powerhouse-marine-algae
[8] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/04/comprehensive-policies-can-improve-probation-and-parole?utm_campaign=communities_psp________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____chart_&utm_term=___
[6] 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
[5] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2019/11/marylands-living-shorelines-help-communities-become-resilient?utm_campaign=conservation_fpc________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/27/fda-to-update-medically-important-animal-antibiotics-list?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/28/this-disaster-season-everything-is-complicated-by-covid-19
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/22/to-help-coral-reefs-strategic-local-management-is-key

Top URLs in Tweet in G5:
[8] https://www.rt.com/usa/489922-pew-research-dem-districts-coronavirus-deaths/
[3] https://twitter.com/pewresearch/status/1265636238255669252
[2] https://www.pewresearch.org/fact-tank/2020/05/26/americans-are-critical-of-chinas-handling-of-covid-19-distrust-information-about-it-from-beijing/
[2] https://medium.com/pew-research-center-decoded/communicating-technical-content-db980ce244d
[2] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[2] https://www.foxnews.com/media/pew-research-center-slammed-for-partisan-spin-on-covid-19-data-by-congressional-districts
[2] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/
[1] https://www.pewresearch.org/quiz/the-news-iq-quiz/
[1] https://www.pewresearch.org/global/2020/04/21/u-s-views-of-china-increasingly-negative-amid-coronavirus-outbreak/?utm_content=buffer3f5ce&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/global/2020/04/21/u-s-views-of-china-increasingly-negative-amid-coronavirus-outbreak/?utm_content=buffer81b7e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[4] https://www.pewresearch.org/fact-tank/2017/01/05/federal-prison-population-fell-during-obamas-term-reversing-recent-trend/
[2] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[2] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/04/24/at-county-level-many-in-gop-favor-mail-in-voting?amp=1
[1] https://www.pewresearch.org/topics/discrimination-and-prejudice/
[1] https://www.pewresearch.org/fact-tank/2018/07/02/5-facts-about-episcopalians/
[1] https://www.washingtonpost.com/local/the-bible-was-used-to-justify-slavery-then-africans-made-it-their-path-to-freedom/2019/04/29/34699e8e-6512-11e9-82ba-fcfeff232e8f_story.html
[1] https://www.pewresearch.org/global/2018/10/01/trumps-international-ratings-remain-low-especially-among-key-allies/
[1] https://www.allsides.com/news-source/pew-research
[1] https://amp.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/

Top URLs in Tweet in G7:
[6] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[6] https://townhall.com/tipsheet/mattvespa/2020/05/27/pew-researchs-covid-red-county-fail-n2569548
[1] https://www.theblaze.com/glenn-radio/2020/05/28/survey-covid-death-toll-per-district/amp?__twitter_impression=true

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/fact-tank/2015/02/09/europes-jewish-population/

Top URLs in Tweet in G9:
[90] https://www.breitbart.com/politics/2020/05/21/pew-research-less-than-3-in-8-americans-support-coronavirus-relief-for-illegal-aliens/
[22] https://dbdailyupdate.com/index.php/2020/05/27/pew-research-center-report-shows-danger-of-living-in-democrat-controlled-areas/
[3] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[1] https://soundcloud.com/fairfederation/5262020-dave-werc
[1] https://www.redstate.com/bonchie/2020/05/27/pew-research-serves-up-the-mother-of-all-spin-on-red-vs.-blue-district-virus-deaths/?utm_source=Twitter&utm_medium=social&utm_term=pew-research-serves-up-the-mother-of-all-spin-on-red-vs.-blue-district-virus-deaths&utm_content=3&utm_campaign=PostPromoterPro
[1] https://www.redstate.com/bonchie/2020/05/27/pew-research-serves-up-the-mother-of-all-spin-on-red-vs.-blue-district-virus-deaths/?utm_source=Twitter&utm_medium=social&utm_term=pew-research-serves-up-the-mother-of-all-spin-on-red-vs.-blue-district-virus-deaths&utm_content=2&utm_campaign=PostPromoterPro

Top URLs in Tweet in G10:
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/whos-not-online-in-america-today
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/27/covid-19-is-crushing-black-communities-some-states-are-paying-attention
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/26/how-states-can-forecast-the-impact-of-covid-19-on-their-budgets
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/20/14-day-quarantine-complicates-tourist-rentals?utm_campaign=financeandeconomy_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/28/this-disaster-season-everything-is-complicated-by-covid-19?utm_campaign=communities_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/05/how-debt-collectors-are-transforming-the-business-of-state-courts?utm_campaign=communities_cls_uspolicy__debtreport_____&utm_source=twitter_states&utm_medium=social&utm_content=report_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/21/why-business-incentives-may-not-speed-state-economic-recoveries?utm_campaign=financeandeconomy_sfh___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=article_taxincentives____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/13/scratch-off-lottery-sales-soar?utm_campaign=financeandeconomy_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/12/state-rules-can-complicate-rainy-day-fund-withdrawals?utm_campaign=financeandeconomy_sfh___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=article_recessionrecovery____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/04/policy-reforms-can-strengthen-community-supervision?utm_campaign=communities_psp________&utm_source=twitter_states&utm_medium=social&utm_content=report_general____chart_&utm_term=___

Top Domains
Top Domains in Tweet in Entire Graph:
[518] bongino.com
[469] pewtrusts.org
[193] pewresearch.org
[123] twitter.com
[91] breitbart.com
[67] foxnews.com
[63] redstate.com
[56] townhall.com
[42] dbdailyupdate.com
[31] twitchy.com

Top Domains in Tweet in G1:
[438] bongino.com
[3] twitter.com
[2] libertyplanet.com
[1] facebook.com

Top Domains in Tweet in G2:
[95] pewresearch.org
[72] twitter.com
[49] foxnews.com
[39] pewtrusts.org
[38] bongino.com
[34] townhall.com
[21] pewsocialtrends.org
[12] redstate.com
[8] libertyplanet.com
[7] journalism.org

Top Domains in Tweet in G3:
[88] pewtrusts.org
[4] webex.com
[2] nbcmiami.com
[1] twitter.com

Top Domains in Tweet in G4:
[227] pewtrusts.org
[2] twitter.com

Top Domains in Tweet in G5:
[12] pewresearch.org
[8] rt.com
[5] medium.com
[4] twitter.com
[4] bongino.com
[2] foxnews.com
[1] pewforum.org
[1] blogspot.com
[1] twitchy.com
[1] amprogress.org

Top Domains in Tweet in G6:
[9] pewresearch.org
[4] bongino.com
[3] pewtrusts.org
[2] twitter.com
[2] people-press.org
[1] washingtonpost.com
[1] allsides.com
[1] washingtontimes.com
[1] redstate.com
[1] foxnews.com

Top Domains in Tweet in G7:
[6] bongino.com
[6] townhall.com
[1] theblaze.com

Top Domains in Tweet in G8:
[1] pewresearch.org

Top Domains in Tweet in G9:
[90] breitbart.com
[22] dbdailyupdate.com
[3] bongino.com
[2] redstate.com
[1] soundcloud.com

Top Domains in Tweet in G10:
[86] pewtrusts.org
[3] twitter.com
[1] pewsocialtrends.org
[1] crediblemind.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] covid19
[89] dyk
[83] coronavirus
[74] seagrass
[61] antibiotics
[34] antibiotic
[16] repealthe19th
[14] climate
[14] zebrafish
[12] mentalhealthawarenessmonth



Top Hashtags in Tweet in G1:
[1] ownedbydeepstate
[1] plandemicdocumentary

Top Hashtags in Tweet in G2:
[12] covid19
[7] coronavirus
[7] foxnews
[3] pew
[2] covid
[2] usfdigitalidentity
[2] eme4390m2020
[2] gop
[2] wuhanvirus
[2] fakenews

Top Hashtags in Tweet in G3:
[73] dyk
[52] seagrass
[8] endoverfishing
[5] fisheriessubsidies
[5] pewmarinefellow
[2] naturebasedsolutions
[2] naturebasedsolution
[2] ccamlr
[2] fixourparks
[2] scicomm

Top Hashtags in Tweet in G4:
[61] antibiotics
[50] covid19
[41] coronavirus
[34] antibiotic
[13] zebrafish
[11] dyk
[8] cjreform
[7] antibioticresistance
[4] philadelphia
[4] philly

Top Hashtags in Tweet in G5:
[9] spacex
[9] crewdragon
[3] privacy
[2] spin
[2] covid19
[1] data
[1] digital
[1] surveillance
[1] rstats
[1] coronavirus

Top Hashtags in Tweet in G6:
[1] biden2020
[1] democrat
[1] factcheckthis
[1] liberalismisamentaldisease
[1] msmistheenemyofthepeople
[1] cnnisfakenews
[1] chinaliedpeopledied
[1] cuomobodycount
[1] cuomobrothers
[1] 1vote

Top Hashtags in Tweet in G10:
[28] covid19
[28] coronavirus
[12] mentalhealthawarenessmonth
[5] debt
[5] broadband
[2] courts
[2] bertha
[2] cjreform
[2] dyk
[1] cases

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[924] pew
[924] research
[912] dbongino
[910] center
[909] hilariously
[909] tries
[909] spin
[909] failures
[909] fighting
[909] coronavirus

Top Words in Tweet in G2:
[572] pew
[510] research
[336] center
[111] covid
[90] data
[83] coronavirus
[81] 19
[77] spin
[73] americans
[54] more

Top Words in Tweet in G3:
[322] pewenvironment
[103] marine
[101] ocean
[101] carbon
[92] more
[80] one
[80] reefs
[77] peweurope
[73] #dyk
[72] human

Top Words in Tweet in G4:
[246] pewtrusts
[80] saveantibiotics
[63] pandemic
[61] #antibiotics
[54] during
[50] #covid19
[50] important
[48] states
[46] internet
[43] covid

Top Words in Tweet in G5:
[217] pew
[206] pewresearch
[200] research
[99] center
[44] americans
[43] china
[41] unfavorable
[30] began
[29] point
[28] reached

Top Words in Tweet in G6:
[88] research
[85] pew
[41] realdonaldtrump
[19] center
[18] according
[14] twitter
[13] more
[12] trump
[10] americans
[9] news

Top Words in Tweet in G7:
[324] deaths
[316] cv
[316] 19
[316] 000
[195] pew
[177] districts
[174] research
[174] center
[159] dimm
[159] congressional

Top Words in Tweet in G8:
[6] pew
[6] research
[5] christians
[4] cantonishirley
[4] israelkicksass
[4] lehired
[4] politicsbloke
[4] dsdloveyou
[4] center
[3] jews

Top Words in Tweet in G9:
[116] pew
[106] fairimmigration
[95] coronavirus
[91] relief
[90] less
[90] americans
[90] support
[90] illegals
[90] breitbartnews
[88] jx

Top Words in Tweet in G10:
[85] pewstates
[69] states
[35] pandemic
[32] another
[31] covid
[30] state
[28] #covid19
[28] #coronavirus
[27] more
[27] 19

Top Word Pairs
Top Word Pairs in Tweet in G2:
[924] pew,research
[910] research,center
[909] covid,19
[909] center,slammed
[909] spin,coronavirus
[909] coronavirus,data
[909] 'partisan',spin
[909] slammed,'partisan'
[476] according,pew
[475] pew,research's

Top Word Pairs in Tweet in G3:
[493] pewenvironment,#dyk
[335] diverse,ecosystems
[76] climate,change
[52] #dyk,oyster
[52] oyster,reefs
[52] reefs,one
[49] one,imperiled
[48] imperiled,marine
[36] marine,habitats
[35] habitats,earth

Top Word Pairs in Tweet in G4:
[60] online,classes
[56] classes,teleworking
[39] teleworking,streaming
[36] streaming,services
[36] services,made
[36] made,internet
[36] internet,essential
[36] essential,during
[36] during,#coronavirus
[36] #coronavirus,pandemic

Top Word Pairs in Tweet in G5:
[40] pew,research
[40] research,center
[40] pewresearch,pew
[40] center,began
[40] unfavorable,opinion
[40] opinion,china
[40] china,reached
[40] reached,highest
[40] highest,point
[40] point,pew

Top Word Pairs in Tweet in G6:
[180] pew,research
[96] research,center
[47] according,pew
[29] realdonaldtrump,pew
[27] rightntruthmat,realdonaldtrump
[27] realdonaldtrump,research
[27] research,pew
[27] research,asserts
[27] asserts,federal
[27] federal,federal

Top Word Pairs in Tweet in G7:
[76] cv,19
[18] 19,deaths
[18] pew,research
[7] research,center
[4] congressional,districts
[4] deaths,pew
[4] center,john
[4] john,hopkins
[4] hopkins,75
[4] 75,000

Top Word Pairs in Tweet in G8:
[316] pew,research
[316] research,center
[174] israelkicksass,cantonishirley
[174] lehired,politicsbloke
[159] politicsbloke,dsdloveyou
[158] cantonishirley,lehired
[158] dsdloveyou,yes
[158] lower,birth
[158] palestinian,christians
[158] christians,actually

Top Word Pairs in Tweet in G9:
[6] pew,less
[4] less,americans
[3] americans,support
[3] support,coronavirus
[3] coronavirus,relief
[2] relief,illegals
[2] illegals,breitbartnews
[2] fairimmigration,pew
[2] breitbartnews,jx
[2] pew,research

Top Word Pairs in Tweet in G10:
[90] covid,19
[90] #coronavirus,pandemic
[90] pandemic,lead
[90] lead,another
[90] another,75
[90] 75,000
[90] 000,deaths
[88] deaths,alcohol
[88] alcohol,drug
[26] drug,misuse

Top Replied-To
Top Replied-To in Entire Graph:
@pewresearch
@realdonaldtrump
@wajahatali
@byronyork
@realsaavedra
@conservmillen
@claytravis
@andrewklavan
@dineshdsouza
@gailheriot

Top Replied-To in G1:
@dbongino
@rammer1978

Top Replied-To in G3:
@acadianps

Top Replied-To in G4:
@pewtrusts
@communitiesu

Top Replied-To in G5:
@pewresearch
@facttank
@heyk1967
@disinfotwintern
@cortessteve
@lisamarieboothe
@bonginoreport
@sarregoeswest
@medianpolitics
@luke74183651

Top Replied-To in G6:
@realdonaldtrump
@jennaellisesq
@tpear10
@a2zbassman
@echofreak2
@setheros
@nygovcuomo
@realjameswoods
@maxvyt2
@reallynotdonald

Top Replied-To in G8:
@erezneumark
@towelhead__
@israelkicksass
@fatfreds_cat
@mooke53950109
@mhayehudi

Top Replied-To in G10:
@asteadwesley

Top Mentioned
Top Mentioned in Entire Graph:
@dbongino
@pewenvironment
@pewtrusts
@dawg_lb
@pewresearch
@fairimmigration
@breitbartnews
@jx
@pewstates
@physicsgeek

Top Mentioned in G1:
@dbongino
@the_war_economy
@melaneelthomas
@cherylannpalen

Top Mentioned in G2:
@tormengeorges
@truthseekers111
@nymets22
@writerjvp
@lunamoth
@hardfanaticos
@emmalbriant

Top Mentioned in G3:
@pewenvironment
@peweurope
@pewtrusts
@hjbinns
@baez_stacy
@fixourparksus
@lenfestocean
@joshuacinner
@emily_p_knight
@nichinstitute

Top Mentioned in G4:
@pewtrusts
@saveantibiotics
@us_fda
@pewhealth
@pewenvironment
@lisacoopermd
@koutterson
@carnegiedevbio
@cdcgov

Top Mentioned in G5:
@pewresearch
@facttank
@pewmethods
@rt_com
@wesleyamullins
@dbongino
@sirajahashmi
@humanetech_
@jerryfuhrman2
@commonsense258

Top Mentioned in G6:
@realdonaldtrump
@twitter
@joebiden
@cnn
@potus
@rightntruthmat
@realjameswoods
@speakerpelosi
@nytimes
@nancy31suh

Top Mentioned in G7:
@dawg_lb
@disings
@dbongino
@smoke56895160
@antonio13337

Top Mentioned in G8:
@cantonishirley
@lehired
@politicsbloke
@dsdloveyou
@israelkicksass
@malkaavram
@esq_mom
@judgefudge5
@us_4geert
@evanparke

Top Mentioned in G9:
@fairimmigration
@breitbartnews
@jx
@bullpup2a
@dbongino
@redstate
@jxhnbinder

Top Mentioned in G10:
@pewstates
@pewtrusts
@drchristinemann
@finneyk
@an_catherine
@sleiseca
@bbarrettnc
@mattvas
@fcc
@wellbeingtrust

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalites
@jurylady5
@phildecarolis
@commonpatriot
@joefreedomlove
@rjber15
@missyjo79
@isidormeyer1
@pairsonnalitese
@fredkiesche

Top Tweeters in G1:
@debrammason1
@soniaerasmus
@scribbledpages1
@woitekj
@loyaltotrump
@laridor1
@sweetfreedom29
@fl85
@lyndag1963
@jjmac55

Top Tweeters in G2:
@pairsonnalites
@pairsonnalitese
@eavesdropann
@npsusa
@jetrotter
@flashbloglive
@jmhamiltonblog
@dhrxsol1234
@deenie7940
@jantxnc

Top Tweeters in G3:
@jurylady5
@cwharlow
@de_plazza
@cberrl
@mr_spock
@mrkalman
@genghisgalahad2
@thepowerofmeow
@sammysettanni
@trudaoceans

Top Tweeters in G4:
@rjber15
@brontyman
@lizditz
@noybsk2017
@vievararosel
@samkennedy77
@drlindashelton
@josmirek
@proglocommons
@unetomaterouge

Top Tweeters in G5:
@phildecarolis
@mohsinmalvi19
@rosenchild
@princessbibirf_
@grannynannynews
@sandoly
@k1erry
@valsadie
@spacema09104056
@keithmfitz

Top Tweeters in G6:
@guardian
@foxnews
@upuouo
@nytimes
@washingtonpost
@abc
@cnn
@q13fox
@miskaphillip
@msnbc

Top Tweeters in G7:
@missyjo79
@isidormeyer1
@jver1
@veram43395421
@baalter
@jackiemcreath1
@mooseman1956
@danna_palmer
@bluesea1964
@jamierodr14

Top Tweeters in G8:
@ynkutner
@gianlui91580067
@stscholasticas
@veronicatalbot9
@nsroundtable
@roni4488
@dlsmith0817
@enlieretzaheret
@michael__baskin
@lackboys3

Top Tweeters in G9:
@dianabialkowski
@harrellryan1
@nanaoxford
@libertylady44
@bozenafox
@flowersoffate
@doc_tarry3
@cocossette300
@bullpup2a
@steve73058868

Top Tweeters in G10:
@suzanneinlgb
@mary_swilling
@jersey_craig
@avonan
@jennykim
@latimes
@lfkraus
@maxinesykes
@calbrownbear
@freep


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