pew research, Twitter, 10/29/2020 2:34:43 AM, 239034


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pew research_2020-10-28_19-07-56.xlsx
pew research_2020-10-28_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 29, 2020
Short Description:
pew research via NodeXL https://bit.ly/37TB8Vc
@pewtrusts
@pewresearch
@joebiden
@breitbartnews
@meidastouch
@pcaraoh
@likingitlots
@drjmariomolina
@pewenvironment
@thebabylonbee

Top hashtags:
#मोदी_जी_nrc_लाओ
#populationcontrolbill
#covid19
#icymi
#agrifish
#baltic

Description:
Description
The graph represents a network of 8,062 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, 29 October 2020 at 02:12 UTC.

The requested start date was Thursday, 29 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 8-hour, 16-minute period from Saturday, 17 October 2020 at 03:21 UTC to Wednesday, 28 October 2020 at 11:37 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 : 8062
Unique Edges : 3333
Edges With Duplicates : 11475
Total Edges : 14808
Number of Edge Types : 5
Retweet : 5356
MentionsInRetweet : 5813
Tweet : 1055
Mentions : 1739
Replies to : 845
Self-Loops : 1090
Reciprocated Vertex Pair Ratio : 0.00859745925830874
Reciprocated Edge Ratio : 0.0170483460559796
Connected Components : 1183
Single-Vertex Connected Components : 542
Maximum Vertices in a Connected Component : 3089
Maximum Edges in a Connected Component : 7013
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.332372
Graph Density : 0.000120945811014138
Modularity : 0.537003
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,062 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, 29 October 2020 at 02:12 UTC.

The requested start date was Thursday, 29 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 8-hour, 16-minute period from Saturday, 17 October 2020 at 03:21 UTC to Wednesday, 28 October 2020 at 11:37 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:
[330] https://babylonbee.com/news/new-extensive-pew-research-study-finds-100-of-pews-uncomfortable?utm_content=buffer99426&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[34] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/20/covid-19-patients-swamp-rural-hospitals
[26] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[18] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[18] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/16/gulf-of-mexico-deep-sea-corals-win-protection
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/22/ropeless-fishing-systems-hold-promise-for-fishermen-and-whales
[15] https://medium.com/pew-research-center-decoded/americans-perceptions-of-their-own-community-type-differ-by-party-4b6179322032
[12] https://www.pewresearch.org/fact-tank/2020/10/13/white-christians-continue-to-favor-trump-over-biden-but-support-has-slipped/
[12] https://www.pewresearch.org/politics/2020/10/21/large-shares-of-voters-plan-to-vote-a-straight-party-ticket-for-president-senate-and-house/
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/19/emissions-exposure-may-increase-covid-19-mortality

Top URLs in Tweet in G2:
[17] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[9] https://www.pewresearch.org/politics/2020/10/21/large-shares-of-voters-plan-to-vote-a-straight-party-ticket-for-president-senate-and-house/
[9] https://www.pewresearch.org/fact-tank/2020/10/22/election-night-marks-the-end-of-one-phase-of-campaign-2020-and-the-start-of-another/
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/20/covid-19-patients-swamp-rural-hospitals
[7] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[6] https://www.pewresearch.org/fact-tank/2020/10/21/only-24-of-trump-supporters-view-the-coronavirus-outbreak-as-a-very-important-voting-issue/
[5] https://www.bbc.com/news/election-us-2020-54541907
[4] https://www.pewresearch.org/fact-tank/2020/10/16/latino-voters-have-growing-confidence-in-biden-on-key-issues-while-confidence-in-trump-remains-low/
[4] https://www.pewresearch.org/2020/09/23/the-changing-racial-and-ethnic-composition-of-the-u-s-electorate/
[4] http://www.slate.fr/story/196142/image-chine-pekin-abimee-deterioree-covid-sondage-cote-popularite

Top URLs in Tweet in G3:
[25] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/20/covid-19-patients-swamp-rural-hospitals
[18] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/16/gulf-of-mexico-deep-sea-corals-win-protection
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/19/emissions-exposure-may-increase-covid-19-mortality
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/13/emboldened-far-right-groups-challenge-cities-states
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/states-of-innovation?utm_campaign=governing_instn_usstatepolicy__soin_____&utm_source=twitter_trusts&utm_medium=social&utm_content=collection_general____photo_&utm_term=___
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/13/covid-19-prompts-states-to-start-tapping-financial-reserves
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/22/tough-fire-season-takes-toll-on-firefighters-mental-health
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/22/ropeless-fishing-systems-hold-promise-for-fishermen-and-whales
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/13/covid-19-prompts-states-to-start-tapping-financial-reserves?utm_campaign=financeandeconomy_sfh___nextrecession_____&utm_source=twitter_states&utm_medium=social&utm_content=article_general____map_&utm_term=___yourstate
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/14/pandemic-driven-declines-in-tourism-take-toll-on-many-states-revenues

Top URLs in Tweet in G4:
[4] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[3] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/24/black-businesses-largely-miss-out-on-opportunity-zone-money
[2] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[2] https://www.pewresearch.org/global/wp-content/uploads/sites/2/2018/10/Pew-Research-Center_U.S.-Image-Report_2017-06-27.pdf
[2] https://www.pewresearch.org/fact-tank/2020/10/16/latino-voters-have-growing-confidence-in-biden-on-key-issues-while-confidence-in-trump-remains-low/
[2] https://www.pewresearch.org/fact-tank/2020/10/13/white-christians-continue-to-favor-trump-over-biden-but-support-has-slipped/
[2] https://www.pewsocialtrends.org/2020/01/09/trends-in-income-and-wealth-inequality/
[1] https://www.pewresearch.org/science/2020/06/23/two-thirds-of-americans-think-government-should-do-more-on-climate/
[1] https://www.pewresearch.org/fact-tank/2020/10/26/what-the-2020-electorate-looks-like-by-party-race-and-ethnicity-age-education-and-religion/

Top URLs in Tweet in G6:
[325] https://babylonbee.com/news/new-extensive-pew-research-study-finds-100-of-pews-uncomfortable?utm_content=buffer99426&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://babylonbee.com/news/new-extensive-pew-research-study-finds-100-of-pews-uncomfortable
[1] https://www.breitbart.com/politics/2020/10/19/poll-majority-republicans-believe-coronavirus-threat-overblown/

Top URLs in Tweet in G7:
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings?utm_campaign=conservation_popl_oceans_plastics_plasticwave_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____statementtile_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/10/the-need-for-a-network-of-marine-protected-areas-in-the-southern-ocean?utm_campaign=conservation_paso_oceans_marineprotectedareas______&utm_source=twitter_environment&utm_medium=social&utm_content=issuebrief_protectsouthern____photo_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/10/netting-billions-2020-a-global-tuna-valuation?utm_campaign=conservation_intf_oceans_tuna_nttbll20_____&utm_source=twitter_environment&utm_medium=social&utm_content=report_general____statementtile_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/16/gulf-of-mexico-deep-sea-corals-win-protection?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings?utm_campaign=conservation_popl_oceans_plastics_plasticwave_____&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____statementtile_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/netting-billions-2020-global-values-and-trends-for-tuna-fisheries?utm_campaign=conservation_intf_oceans_tuna_nttbll20_____&utm_source=twitter_environment&utm_medium=social&utm_content=datavisualization_sciencebased____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/08/plastic-pollution-rampant-worldwide-could-be-cut-by-80-percent-in-20-years?utm_campaign=conservation_popl_oceans_plastics______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/29/report-reveals-french-polynesias-mountainous-underwater-landscape?utm_campaign=conservation_pbol_oceans_marineprotectedareas______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/02/eu-fisheries-management-still-not-in-line-with-scientific-advice-despite-2020-deadline
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/15/efforts-to-help-wildlife-cross-a-pacific-northwest-highway-are-working?utm_campaign=conservation_usplrc________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___quote

Top URLs in Tweet in G8:
[3] https://www.pewresearch.org/fact-tank/2020/10/20/8-key-findings-about-catholics-and-abortion/ft_2020-10-20_abortion_03/?fbclid=iwar15skkvz1sojudxm36ttkdiinwwzpwpoqongixhvcr7vntzicnrqaoy20o
[1] https://twitter.com/TODAYshow/status/1321062065864323073
[1] https://www.sun-sentinel.com/news/politics/fl-ne-democrat-push-puerto-rican-voters-florida-20201024-6m6rwvuf6vbg5jl5mnq2cqaoxa-story.html
[1] https://www.washingtonpost.com/politics/2020/10/23/whats-happening-out-there-with-black-men-trump/
[1] https://www.pewresearch.org/fact-tank/2020/10/26/latino-voters-interest-in-presidential-race-is-mixed-and-about-half-are-extremely-motivated-to-vote/
[1] https://twitter.com/AllThatandMoore/status/1318906790105522181
[1] https://www.washingtonpost.com/opinions/2020/10/16/millennials-are-poster-children-government-fiscal-failure/#click=https://t.co/F1cp3gCVT6

Top URLs in Tweet in G9:
[4] https://www.usatoday.com/story/news/politics/2018/12/16/kushner-cadre-opprtunity-zone/2333861002/
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/24/black-businesses-largely-miss-out-on-opportunity-zone-money
[1] https://twitter.com/DNCWarRoom/status/1320721622429552644
[1] https://www.pewresearch.org/politics/2017/07/10/sharp-partisan-divisions-in-views-of-national-institutions/
[1] https://www.pewresearch.org/hispanic/interactives/u-s-unauthorized-immigrants-by-state/

Top URLs in Tweet in G10:
[2] https://trib.al/A6X4Vvh
[2] https://www.9news.com.au/world/donald-trump-less-trustworthy-than-putin-xi-jinping-pew-research-coronavirus-response/37ffd17a-5823-42a1-9e18-05a69778d0bf
[2] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/
[1] https://www.breitbart.com/politics/2020/10/19/poll-majority-republicans-believe-coronavirus-threat-overblown/?utm_source=facebook&utm_medium=social
[1] https://babylonbee.com/news/new-extensive-pew-research-study-finds-100-of-pews-uncomfortable?utm_content=buffer99426&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[493] pewtrusts.org
[376] pewresearch.org
[333] babylonbee.com
[102] twitter.com
[35] gab.com
[29] medium.com
[21] pewforum.org
[15] pewsocialtrends.org
[9] washingtonpost.com
[9] journalism.org

Top Domains in Tweet in G2:
[177] pewresearch.org
[42] twitter.com
[33] pewtrusts.org
[9] pewsocialtrends.org
[8] tweetedtimes.com
[5] techcrunch.com
[5] nytimes.com
[5] vox.com
[5] bbc.com
[4] journalism.org

Top Domains in Tweet in G3:
[358] pewtrusts.org
[8] medium.com
[3] twitter.com
[2] pewresearch.org
[1] pew.org
[1] undark.org
[1] yahoo.com

Top Domains in Tweet in G4:
[26] pewresearch.org
[7] twitter.com
[3] pewtrusts.org
[3] pewsocialtrends.org
[3] carjiescott.com
[2] co.uk
[2] pewforum.org
[2] cnn.com
[1] bet.com
[1] theguardian.com

Top Domains in Tweet in G6:
[327] babylonbee.com
[1] breitbart.com

Top Domains in Tweet in G7:
[75] pewtrusts.org
[1] twitter.com

Top Domains in Tweet in G8:
[4] pewresearch.org
[2] twitter.com
[2] washingtonpost.com
[1] sun-sentinel.com

Top Domains in Tweet in G9:
[4] usatoday.com
[2] pewtrusts.org
[2] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G10:
[2] trib.al
[2] com.au
[2] usatoday.com
[1] breitbart.com
[1] babylonbee.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[830] मोदी_जी_nrc_लाओ
[457] populationcontrolbill
[67] covid19
[41] icymi
[32] agrifish
[26] baltic
[25] endoverfishing
[18] cjreform
[17] antibiotic
[16] climatechange



Top Hashtags in Tweet in G1:
[813] मोदी_जी_nrc_लाओ
[444] populationcontrolbill

Top Hashtags in Tweet in G2:
[5] election2020
[5] eme4390f20
[4] trump
[4] vote
[4] health
[4] quebec
[4] smartnews
[3] climatechange
[3] news
[2] factoid

Top Hashtags in Tweet in G3:
[61] covid19
[17] cjreform
[13] opioid
[8] philadelphia
[7] dentalcare
[6] philly
[6] ehr
[5] healthliteracymonth
[5] nrsw
[5] antibiotic

Top Hashtags in Tweet in G4:
[1] trump
[1] renewableenergy
[1] voteblue
[1] trump2020landslidevictory
[1] trumptrain
[1] tribunalsuprem
[1] neverbiden
[1] unemployment
[1] poverty
[1] trumpfailed

Top Hashtags in Tweet in G5:
[1] votelikeyougame

Top Hashtags in Tweet in G7:
[34] icymi
[32] agrifish
[26] baltic
[25] endoverfishing
[13] highseas
[9] ccamlr
[9] deeptrouble
[6] safeseas
[5] breakingtheplasticwave
[2] seafoodmonth

Top Hashtags in Tweet in G9:
[1] icymi

Top Hashtags in Tweet in G10:
[2] trumpisapedo

Top Words
Top Words in Tweet in Entire Graph:
[5193] pew
[5037] research
[2118] according
[1682] center
[1289] द
[923] more
[839] india
[832] _ज
[832] _nrc_ल
[832] ओ

Top Words in Tweet in G1:
[1257] द
[813] #म
[813] _ज
[813] _nrc_ल
[813] ओ
[799] india
[448] according
[448] pew
[448] research
[444] ज

Top Words in Tweet in G2:
[587] pew
[561] research
[356] center
[101] trump
[95] according
[75] americans
[70] voters
[62] election
[60] 2020
[56] more

Top Words in Tweet in G3:
[260] pewtrusts
[240] pewstates
[201] states
[102] state
[100] more
[83] southern
[62] 19
[62] election
[62] schwarzenegger
[61] #covid19

Top Words in Tweet in G4:
[231] research
[229] pew
[105] trump
[90] realdonaldtrump
[84] center
[65] people
[62] many
[46] according
[40] states
[40] survey

Top Words in Tweet in G5:
[369] make
[368] 133m
[368] gamers
[368] eligible
[368] vote
[368] according
[368] pew
[368] research
[368] together
[368] big

Top Words in Tweet in G6:
[339] pew
[339] research
[328] uncomfortable
[327] groundbreaking
[327] study
[327] finds
[327] pews
[327] thebabylonbee
[10] poll
[10] believe

Top Words in Tweet in G7:
[337] pewenvironment
[109] sea
[106] ocean
[90] peweurope
[89] plastic
[88] protected
[86] protections
[76] deep
[72] marine
[69] end

Top Words in Tweet in G8:
[255] black
[253] eligible
[251] according
[237] pew
[237] research
[224] center
[221] voters
[218] year
[218] record
[218] number

Top Words in Tweet in G9:
[223] goal
[222] longer
[222] term
[222] change
[222] course
[222] national
[222] conversation
[222] support
[222] plutocratic
[222] economic

Top Words in Tweet in G10:
[218] research
[217] pew
[214] according
[214] 71
[214] republicans
[214] breitbartnews
[213] percent
[213] satisfied
[213] united
[213] states

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4875] pew,research
[1914] according,pew
[1665] research,center
[832] द,_ज
[832] _ज,_nrc_ल
[832] _nrc_ल,ओ
[830] #म,द
[546] research,study
[472] eligible,vote
[457] ओ,ज

Top Word Pairs in Tweet in G1:
[813] #म,द
[813] द,_ज
[813] _ज,_nrc_ल
[813] _nrc_ल,ओ
[448] pew,research
[444] ओ,ज
[444] ज,तन
[444] तन,जल
[444] जल,द
[444] द,ह

Top Word Pairs in Tweet in G2:
[536] pew,research
[356] research,center
[62] according,pew
[33] covid,19
[24] pew,charitable
[23] social,media
[23] charitable,trusts
[16] 2020,pew
[16] democrats,republicans
[16] poll,pew

Top Word Pairs in Tweet in G3:
[55] presidential,election
[54] schwarzenegger,funding
[54] funding,grants
[54] grants,open
[54] open,polling
[54] polling,places
[54] places,southern
[54] southern,states
[54] states,ahead
[54] ahead,presidential

Top Word Pairs in Tweet in G4:
[224] pew,research
[83] research,center
[37] center,survey
[33] donald,trump
[32] united,states
[31] 13,nation
[30] president,image
[30] suffered,many
[30] many,regions
[30] regions,globe

Top Word Pairs in Tweet in G5:
[368] 133m,gamers
[368] gamers,eligible
[368] eligible,vote
[368] vote,according
[368] according,pew
[368] pew,research
[368] research,together
[368] together,make
[368] make,big
[367] assassinscreed,133m

Top Word Pairs in Tweet in G6:
[339] pew,research
[327] groundbreaking,pew
[327] research,study
[327] study,finds
[327] finds,pews
[327] pews,uncomfortable
[324] thebabylonbee,groundbreaking
[10] research,poll
[9] poll,shows
[9] shows,majority

Top Word Pairs in Tweet in G7:
[75] deep,sea
[66] federal,officials
[66] officials,issued
[66] issued,protections
[66] protections,21
[66] 21,gulf
[66] gulf,mexico
[66] mexico,deep
[66] sea,coral
[66] coral,hotspots

Top Word Pairs in Tweet in G8:
[237] pew,research
[233] according,pew
[224] research,center
[218] year,record
[218] record,number
[218] number,eligible
[218] eligible,black
[218] black,voters
[218] voters,30
[218] 30,million

Top Word Pairs in Tweet in G9:
[222] longer,term
[222] term,goal
[222] goal,change
[222] change,course
[222] course,national
[222] national,conversation
[222] conversation,support
[222] support,plutocratic
[222] plutocratic,economic
[222] economic,policies

Top Word Pairs in Tweet in G10:
[217] pew,research
[214] according,pew
[213] research,71
[213] 71,percent
[213] percent,republicans
[213] republicans,satisfied
[213] satisfied,united
[213] united,states
[213] states,handled
[213] handled,outbreak

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@8d7fe09e995a463
@teamtrump
@whitehouse
@mike_pence
@gopchairwoman
@vad_det
@christanasoff
@cosmoooo_o
@_hellopunk

Top Replied-To in G3:
@thisised1985
@orsaves
@titsymcgitsy
@1911moose
@fl_dentalaccess

Top Replied-To in G4:
@realdonaldtrump
@teamtrump
@whitehouse
@mike_pence
@gopchairwoman
@christanasoff
@19snoopy55
@trumpisacreep
@joebiden
@foxnews

Top Replied-To in G6:
@thebabylonbee
@colleeneldrach1

Top Replied-To in G9:
@jaketapper

Top Replied-To in G10:
@breitbartnews
@meidastouch
@meidas_viviana
@poniewozik

Top Mentioned
Top Mentioned in Entire Graph:
@assassinscreed
@pewenvironment
@arddal
@thebabylonbee
@pewtrusts
@anukrd
@pewstates
@asharangappa_
@reporterblayne
@breitbartnews

Top Mentioned in G1:
@arddal
@anukrd
@pariharprabal
@real_om1
@himanshunetam15
@mihirch06280593
@rahulku59817335
@dr_vikas23
@pankaj_dasbabu
@trishagupta30

Top Mentioned in G2:
@corporatepiggie
@michael0661
@limitlessleila
@gjrt888
@mlinnovations
@ivbaoshi
@pairsonnalitese
@wagepeace
@raymond27103745
@zotskolf

Top Mentioned in G3:
@pewtrusts
@pewstates
@schwarzenegger
@pewhealth
@pewenvironment
@johncscott_dc
@mikethompsongvt
@sleiseca
@coralmorph
@orsaves

Top Mentioned in G4:
@realdonaldtrump
@joebiden
@icecube
@potus
@kamalaharris
@gop
@hkrassenstein
@dexteraldwin
@larryelder
@mike_pence

Top Mentioned in G5:
@assassinscreed

Top Mentioned in G6:
@thebabylonbee
@lamphieryeg

Top Mentioned in G7:
@pewenvironment
@peweurope
@eucouncil
@pewtrusts
@wto
@mattskr
@pewstates
@bertarelli_fdn
@mattskroch
@leslieannduncan

Top Mentioned in G8:
@reporterblayne
@eugene_scott
@phillytheboss
@dsallentess
@drcarlhindy
@todayshow
@pewenvironment

Top Mentioned in G9:
@asharangappa_
@otpor17
@jaketapper
@reporterblayne
@pewenvironment
@hansilowang

Top Mentioned in G10:
@breitbartnews
@meidastouch
@sansom_julie
@bettemidler
@thebabylonbee

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@jurylady5
@robinsnewswire
@bella623
@lindaleeking
@solutioneer72
@cloudwanderer3
@metro_tv
@independent
@phillip92321

Top Tweeters in G1:
@victoryvinoll
@morya_shyam
@coldushyant
@pawanme3513
@2021diary
@magu21885917
@mi91423569
@subodh50634749
@yashasvivivek
@manmohanbharat

Top Tweeters in G2:
@robinsnewswire
@metro_tv
@pairsonnalitese
@stigmabase
@nikitakitty
@alaskarebel
@isearch247
@teetweetshere
@southerngemgal
@creativattack

Top Tweeters in G3:
@katcapps
@brontyman
@cblazblaz
@mary_swilling
@suzanneinlgb
@notcapnamerica
@margo94
@vievararosel
@sandykalano
@jennykim

Top Tweeters in G4:
@wildwillow65
@foxnews
@nbcnews
@therevengerists
@urocklive1
@djtmentionsbot
@brianstelter
@cnnpolitics
@ramrants
@tosfalla3

Top Tweeters in G5:
@copyofone
@1loriking
@unanao
@xstarfirekory
@arthurlee_m
@brokenbridgegxb
@yur_wifeys_oe
@igorrybovic
@rossi20_rossi
@canrugger

Top Tweeters in G6:
@unathi_kwaza
@ken_ragsdale
@jhwalz32
@kris_kinder
@nwlaguy
@rdtbook
@davethedeplorab
@jwhite0316
@dorunda
@cheezyborger

Top Tweeters in G7:
@willseattle
@lorettabower3
@blubdha
@dudeneyn
@trudaoceans
@ana_captures
@thereisanocean
@whysharksmatter
@masterprogram1
@m2in84

Top Tweeters in G8:
@phillip92321
@reignofapril
@uscgamecockboy
@kat223
@carolk47
@shitian321136
@weirmb
@mayrabella101
@ljohn44
@sayitaint__

Top Tweeters in G9:
@serendipitysays
@vedehimajumdar
@lizditz
@jhamby
@jjj5819
@enrico056
@jot_au
@emersonfan1
@tigerbeat
@suekhi

Top Tweeters in G10:
@lindaleeking
@mmarty1230
@jimpolk
@oldsalz
@gracemariecourt
@jjdj1187
@spacema09104056
@coronaupdatebot
@cozy1614
@kintu3