pew research, Twitter, 6/11/2020 5:16:13 AM, 229086


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pew research_2020-06-10_19-04-30.xlsx
pew research_2020-06-10_19-04-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2020
Short Description:
pew research via NodeXL https://bit.ly/30wSunm
@pewresearch
@lowellsavoy
@realdonaldtrump
@potus
@pewtrusts
@chachomanopapa
@pewenvironment
@saurav9351
@johnjharwood
@realjameswoods

Top hashtags:
#covid19
#antibiotics
#dyk
#antibiotic
#ocean
#plastic
#seagrass

Description:
Description
The graph represents a network of 6,048 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, 11 June 2020 at 02:05 UTC.

The requested start date was Thursday, 11 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 13-day, 3-hour, 31-minute period from Thursday, 28 May 2020 at 00:02 UTC to Wednesday, 10 June 2020 at 03:33 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 : 6048
Unique Edges : 3836
Edges With Duplicates : 5754
Total Edges : 9590
Number of Edge Types : 5
Replies to : 748
Mentions : 1970
Retweet : 2504
MentionsInRetweet : 2898
Tweet : 1470
Self-Loops : 1520
Reciprocated Vertex Pair Ratio : 0.01301261829653
Reciprocated Edge Ratio : 0.0256909303230829
Connected Components : 1616
Single-Vertex Connected Components : 1007
Maximum Vertices in a Connected Component : 2126
Maximum Edges in a Connected Component : 4685
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.343568
Graph Density : 0.000140489008936173
Modularity : 0.57184
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,048 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, 11 June 2020 at 02:05 UTC.

The requested start date was Thursday, 11 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 13-day, 3-hour, 31-minute period from Thursday, 28 May 2020 at 00:02 UTC to Wednesday, 10 June 2020 at 03:33 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:
[545] https://www.pewresearch.org/2020/06/05/condemning-racism/
[106] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[63] https://www.foxnews.com/media/pew-research-center-slammed-for-partisan-spin-on-covid-19-data-by-congressional-districts
[44] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/28/countries-restarting-economies-have-rare-chance-to-solve-ocean-plastic-pollution
[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
[29] https://dbdailyupdate.com/index.php/2020/05/27/pew-research-center-report-shows-danger-of-living-in-democrat-controlled-areas/
[21] https://www.pewresearch.org/fact-tank/2020/06/03/10-things-we-know-about-race-and-policing-in-the-u-s/
[20] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[20] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/03/Trumps-attacks-on-vote-by-mail-worry-some-election-officials?utm_campaign=2020-6-3+SD&utm_medium=email&utm_source=Pew
[19] https://www.businessinsider.com/how-gen-z-republicans-differ-from-older-republicans-pew-research-2020-5

Top URLs in Tweet in G1:
[451] https://www.pewresearch.org/2020/06/05/condemning-racism/
[48] https://www.foxnews.com/media/pew-research-center-slammed-for-partisan-spin-on-covid-19-data-by-congressional-districts
[17] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[15] https://www.pewresearch.org/fact-tank/2020/06/03/10-things-we-know-about-race-and-policing-in-the-u-s/
[10] https://www.libertyplanet.com/articles/pew-research-spins-data-to-dump-on-gop-response-to-pandemic/
[10] http://www.notasdeprensa.es/1215197/los-relojes-inteligentes-han-triunfado-durante
[9] https://www.pewsocialtrends.org/2020/05/27/as-millennials-near-40-theyre-approaching-family-life-differently-than-previous-generations/
[9] https://www.pewresearch.org/2020/05/01/how-pew-research-center-is-covering-covid-19/
[8] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[8] https://www.businessinsider.com/how-gen-z-republicans-differ-from-older-republicans-pew-research-2020-5

Top URLs in Tweet in G2:
[29] 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/whos-not-online-in-america-today
[12] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/28/countries-restarting-economies-have-rare-chance-to-solve-ocean-plastic-pollution
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/04/covid-19-could-be-end-of-line-for-some-regional-colleges
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/05/training-police-to-step-in-and-prevent-another-george-floyd
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/01/small-rural-businesses-fight-for-bailout-aid
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/05/28/this-disaster-season-everything-is-complicated-by-covid-19
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/05/arrests-tear-gas-may-be-bigger-covid-19-worry-than-protests
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/08/as-businesses-reopen-workplace-testing-is-the-wild-west
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/08/in-times-of-emergency-substance-use-treatment-requires-flexibility

Top URLs in Tweet in G3:
[12] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/12/15-facts-about-oysters-and-the-need-to-protect-them?utm_campaign=conservation_uso________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/05/31/four-types-of-coastal-habitats-and-why-they-matter?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=article_biodiversity____video_&utm_term=___
[4] 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=___
[4] 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=___
[4] 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=___
[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/2020/05/20/european-union-commits-to-secure-additional-southern-ocean-protections?utm_campaign=conservation_paso_oceans_marineprotectedareas______&utm_source=twitter_environment&utm_medium=social&utm_content=article_protectsouthern____linkcard_&utm_term=___
[4] 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=___
[4] 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/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=___

Top URLs in Tweet in G4:
[4] https://www.pewresearch.org/fact-tank/2017/01/05/federal-prison-population-fell-during-obamas-term-reversing-recent-trend/
[1] https://www.people-press.org/2019/10/23/national-politics-on-twitter-small-share-of-u-s-adults-produce-majority-of-tweets/
[1] https://www.pewresearch.org/fact-tank/2020/01/17/liberals-make-up-largest-share-of-democratic-voters/
[1] https://www.usatoday.com/story/news/world/2020/04/06/pew-research-center-canada-mexico-attitudes-to-us-trump/2950126001/
[1] https://www.pewresearch.org/fact-tank/2020/06/03/10-things-we-know-about-race-and-policing-in-the-u-s/
[1] https://www-pewresearch-org.cdn.ampproject.org/v/s/www.pewresearch.org/fact-tank/2017/08/29/views-of-racism-as-a-major-problem-increase-sharply-especially-among-democrats/?amp=1&usqp=mq331AQFKAGwASA%3D&_js_v=0.1
[1] https://www.pewsocialtrends.org/2015/04/09/chapter-1-statistical-portrait-of-the-u-s-black-immigrant-population/
[1] https://www.pewsocialtrends.org/2019/04/09/race-in-america-2019/
[1] https://www.newsweek.com/china-pew-research-u-s-threat-1508329?utm_source=MSN&utm_medium=Feed&utm_campaign=Partnerships
[1] https://www.amazon.com/gp/product/1260453308/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1260453308&linkCode=as2&tag=astore0411-20&linkId=280799d9e444e415ecf943233ee3fa3d

Top URLs in Tweet in G5:
[60] https://www.pewresearch.org/2020/06/05/condemning-racism/
[6] https://www.pewresearch.org/fact-tank/2020/06/04/what-is-machine-learning-and-how-does-it-work/
[5] https://medium.com/pew-research-center-decoded/introducing-pew-research-centers-python-libraries-e2ee8f8fd04d
[4] https://link.medium.com/lGjM5Pylb7
[4] https://medium.com/pew-research-center-decoded/introducing-pew-research-centers-python-libraries-e2ee8f8fd04d?utm_content=buffere0e5b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.pewresearch.org/pew-research-center-at-aapor-2020/
[3] https://www.rt.com/usa/489922-pew-research-dem-districts-coronavirus-deaths/
[2] https://www.pewresearch.org/fact-tank/2018/03/09/how-to-access-pew-research-center-survey-data/?utm_content=buffer54206&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.foxnews.com/media/pew-research-center-slammed-for-partisan-spin-on-covid-19-data-by-congressional-districts
[1] https://github.com/pewresearch/pewanalytics

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/2020/06/05/condemning-racism/
[1] https://twitter.com/sbg1/status/1268253398828224521

Top URLs in Tweet in G7:
[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
[1] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[1] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/

Top URLs in Tweet in G8:
[80] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus
[1] https://bongino.com/pew-research-center-hilariously-tries-to-spin-dem-failures-in-fighting-coronavirus/
[1] https://soundcloud.com/fairfederation/5262020-dave-werc

Top URLs in Tweet in G9:
[12] 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
[6] 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=4&utm_campaign=PostPromoterPro
[6] 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
[4] 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=5&utm_campaign=PostPromoterPro
[2] 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=0&utm_campaign=PostPromoterPro
[1] https://www.rt.com/usa/489922-pew-research-dem-districts-coronavirus-deaths/
[1] https://twitter.com/pewresearch/status/1265636238255669252

Top URLs in Tweet in G10:
[1] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/

Top Domains
Top Domains in Tweet in Entire Graph:
[785] pewresearch.org
[566] pewtrusts.org
[125] bongino.com
[69] twitter.com
[66] foxnews.com
[40] pewsocialtrends.org
[39] redstate.com
[29] people-press.org
[29] dbdailyupdate.com
[21] medium.com

Top Domains in Tweet in G1:
[580] pewresearch.org
[51] foxnews.com
[34] pewtrusts.org
[30] twitter.com
[25] pewsocialtrends.org
[24] bongino.com
[17] people-press.org
[12] townhall.com
[12] newsweek.com
[10] libertyplanet.com

Top Domains in Tweet in G2:
[313] pewtrusts.org
[4] twitter.com
[3] pew.org
[1] upjohn.org
[1] pewresearch.org
[1] pewsocialtrends.org

Top Domains in Tweet in G3:
[100] pewtrusts.org
[1] nbcmiami.com
[1] ow.ly

Top Domains in Tweet in G4:
[8] pewresearch.org
[2] pewsocialtrends.org
[2] bongino.com
[1] people-press.org
[1] usatoday.com
[1] ampproject.org
[1] newsweek.com
[1] amazon.com
[1] cnn.com
[1] cfif.org

Top Domains in Tweet in G5:
[83] pewresearch.org
[15] medium.com
[3] rt.com
[2] twitter.com
[2] pewtrusts.org
[2] pewsocialtrends.org
[2] foxnews.com
[1] github.com
[1] pewforum.org
[1] allsides.com

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

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

Top Domains in Tweet in G8:
[81] bongino.com
[1] soundcloud.com

Top Domains in Tweet in G9:
[30] redstate.com
[1] rt.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] covid19
[48] antibiotics
[47] dyk
[33] antibiotic
[32] ocean
[32] plastic
[32] seagrass
[26] coronavirus
[15] zebrafish
[10] spacex



Top Hashtags in Tweet in G1:
[8] foxnews
[6] coronavirus
[6] china
[5] america
[5] covid19
[5] trump
[3] covid
[3] blacklivesmatter
[2] 8705b614d77b56af82085d5b30602b32
[2] smartnews

Top Hashtags in Tweet in G2:
[50] covid19
[14] zebrafish
[10] antibiotics
[8] dyk
[7] cjreform
[7] coronavirus
[5] opioid
[3] bertha
[3] philly
[3] healthit

Top Hashtags in Tweet in G3:
[37] dyk
[25] seagrass
[9] iuu
[7] pewmarinefellow
[6] covid19
[4] worldoceansday
[3] worldenvironmentday
[3] ccamlr
[3] iuufishingday
[3] fixourparks

Top Hashtags in Tweet in G4:
[4] writingcommunity
[4] facebook
[1] trumpcolluded
[1] trumpstalked
[1] trumpassaulted
[1] trumpraped
[1] trumpbrutalized
[1] trumpmoneylaundered
[1] trumpstole
[1] trumpcheated

Top Hashtags in Tweet in G5:
[9] spacex
[9] crewdragon
[3] machinelearning
[3] privacy
[2] pewanalytics
[2] fromthecenter
[2] pewresearch
[1] nlp
[1] python
[1] dyk

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:
[1049] pew
[1013] research
[469] racism
[456] condemning
[393] center
[96] americans
[94] data
[83] î
[77] according
[76] coronavirus

Top Words in Tweet in G2:
[271] pewtrusts
[113] pew
[110] states
[85] pewstates
[77] covid
[67] 19
[59] state
[55] research
[53] center
[53] charitable

Top Words in Tweet in G3:
[304] pewenvironment
[99] more
[88] ocean
[83] human
[74] largest
[73] marine
[72] act
[63] peweurope
[59] carbon
[58] high

Top Words in Tweet in G4:
[101] research
[92] pew
[50] realdonaldtrump
[27] according
[24] center
[14] trump
[14] americans
[11] 2016
[11] data
[10] more

Top Words in Tweet in G5:
[262] pew
[201] pewresearch
[190] research
[154] center
[71] data
[61] racism
[60] condemning
[58] joint
[58] message
[58] charitable

Top Words in Tweet in G6:
[208] pew
[208] racism
[207] research
[207] white
[207] republicans
[206] poll
[206] last
[206] year
[206] showed
[206] 77

Top Words in Tweet in G7:
[328] deaths
[320] cv
[320] 19
[320] 000
[199] pew
[178] research
[173] districts
[168] center
[161] dimm
[161] congressional

Top Words in Tweet in G8:
[137] pew
[137] research
[130] dbongino
[130] center
[130] hilariously
[130] tries
[130] spin
[130] failures
[130] fighting
[130] coronavirus

Top Words in Tweet in G9:
[192] immigration
[192] usa
[126] pew
[126] research
[96] 2015
[96] modern
[96] wave
[96] brings
[96] 15
[96] million

Top Words in Tweet in G10:
[12] race
[12] relations
[7] babetruth2
[6] 56
[6] americans
[6] think
[6] trump
[6] made
[6] worse
[6] 15

Top Word Pairs
Top Word Pairs in Tweet in G2:
[998] covid,19
[455] pew,charitable
[450] charitable,trusts
[391] pew,research
[57] research,center
[56] message,pew
[54] trusts,pew
[53] center,condemning
[53] condemning,racism
[53] racism,full

Top Word Pairs in Tweet in G3:
[67] high,seas
[53] largest,act
[53] act,environmental
[46] environmental,protection
[46] protection,human
[44] human,history
[44] history,eu
[44] eu,committed
[44] committed,designating
[44] pewenvironment,largest

Top Word Pairs in Tweet in G4:
[55] pew,research
[41] research,center
[41] according,pew
[41] research,study
[41] realdonaldtrump,pew
[41] realdonaldtrump,really
[41] realdonaldtrump,research
[41] use,twitter
[41] black,vote
[38] barack,obama

Top Word Pairs in Tweet in G5:
[90] pew,research
[24] research,center
[18] center,pew
[7] condemning,racism
[6] joint,message
[5] message,pew
[5] pew,charitable
[4] charitable,trusts
[4] trusts,condemning
[4] pewresearch,joint

Top Word Pairs in Tweet in G6:
[175] pew,research
[153] white,republicans
[59] research,poll
[59] poll,last
[58] last,year
[58] year,showed
[58] showed,77
[58] 77,white
[58] republicans,consider
[57] consider,false

Top Word Pairs in Tweet in G7:
[207] cv,19
[207] 19,deaths
[206] pew,research
[206] research,center
[206] deaths,pew
[206] center,john
[206] john,hopkins
[206] hopkins,75
[206] 75,000
[206] 000,92

Top Word Pairs in Tweet in G8:
[320] pew,research
[320] research,center
[178] center,hilariously
[168] hilariously,tries
[160] tries,spin
[160] spin,failures
[160] failures,fighting
[160] fighting,coronavirus
[160] dbongino,pew
[160] embarrassing,pew

Top Word Pairs in Tweet in G9:
[137] pew,research
[130] research,2015
[130] 2015,modern
[130] modern,immigration
[130] immigration,wave
[130] wave,brings
[130] brings,15
[130] 15,million
[78] million,usa
[51] usa,1921

Top Word Pairs in Tweet in G10:
[126] race,relations
[96] 56,americans
[96] americans,think
[96] think,trump
[96] trump,made
[96] made,race
[96] relations,worse
[96] worse,15
[96] 15,improved
[96] improved,race

Top Replied-To
Top Replied-To in Entire Graph:
@pewresearch
@wajahatali
@benhammoucom
@realdonaldtrump
@kmaeshima
@jackass44860071
@dineshdsouza
@thehill
@gailheriot
@byronyork

Top Replied-To in G2:
@dschwalls
@communitiesu
@asteadwesley

Top Replied-To in G4:
@realdonaldtrump
@thejtlewis
@samanthavolume6
@a2zbassman
@echofreak2
@kil4d81
@msdianafrances
@ryanslocum1
@pantomath__
@debbieluvsdanny

Top Replied-To in G5:
@pewresearch
@facttank
@jeff__yates
@michaeldimock
@frenchu88
@heyk1967
@disinfotwintern
@cortessteve

Top Replied-To in G7:
@willdea88160324
@rocketj26
@ltlgcoach
@adakirschner
@nationalists31
@freethoughtfre1
@returnteddys

Top Replied-To in G8:
@dbongino

Top Replied-To in G10:
@onychom
@freewillburnya

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@johnjharwood
@pewresearch
@dawg_lb
@dbongino
@msavaarmstrong
@pewstates
@saveantibiotics
@peweurope

Top Mentioned in G1:
@tormengeorges
@truthseekers111
@60sfolks
@nymets22
@writerjvp
@lunamoth
@hardfanaticos
@emmalbriant
@pairsonnalitese

Top Mentioned in G2:
@pewtrusts
@pewstates
@pewenvironment
@lisacoopermd
@mattvas
@sleiseca
@bbarrettnc
@nlihc
@carnegiedevbio

Top Mentioned in G3:
@pewenvironment
@peweurope
@pewtrusts
@divaamon
@fixourparksus
@baez_stacy
@uf
@joshuacinner
@peter248a
@mammothcavenp

Top Mentioned in G4:
@realdonaldtrump
@potus
@thedemocrats
@jack
@washingtonpost
@joebiden
@facebook
@rightntruthmat
@projectlincoln
@gop

Top Mentioned in G5:
@pewresearch
@facttank
@pewmethods
@aghpol
@pvankessel
@aapor
@pewstates
@pewenvironment
@allthingscensus
@pewglobal

Top Mentioned in G6:
@johnjharwood
@pewresearch

Top Mentioned in G7:
@dawg_lb
@disings
@smoke56895160
@antonio13337
@dimusa4u
@realjameswoods
@indyspanglish
@cheramielowrey
@minazotagurl
@ltlgcoach

Top Mentioned in G8:
@dbongino
@fairimmigration
@melaneelthomas

Top Mentioned in G9:
@msavaarmstrong
@redstate
@txtrumpette89

Top Mentioned in G10:
@babetruth2
@hotgirlspotted
@takethatepi
@badgervindaloo
@malo_j
@rev11_5
@thegod_particle
@sariellaherself
@tertiusiii
@impeachqueen

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalites
@jurylady5
@paijwar
@matiere
@joefreedomlove
@techvedi
@animesh1977
@missyjo79
@evankirstel
@isidormeyer1

Top Tweeters in G1:
@pairsonnalites
@paijwar
@joefreedomlove
@techvedi
@animesh1977
@pairsonnalitese
@davidjones720
@eavesdropann
@barbara96913515
@usrealitycheck

Top Tweeters in G2:
@dgendvil
@vievararosel
@jennykim
@centsible
@calbrownbear
@cassie_complex
@cangia48
@trabajareuropa
@annaanthro
@grracy

Top Tweeters in G3:
@willseattle
@lianabrooks
@cberrl
@mr_spock
@genghisgalahad2
@annie5133
@tribilintoby
@sammysettanni
@trudaoceans
@chompie97

Top Tweeters in G4:
@guardian
@toby_dorena
@foxnews
@washingtonpost
@lemondefr
@abc
@adam4004
@q13fox
@barbaralnewsome
@davidmweissman

Top Tweeters in G5:
@jurylady5
@matiere
@bliadhnaichean
@grannynannynews
@sandoly
@suzanneinlgb
@valsadie
@rt_com
@keithmfitz
@burtonbrown

Top Tweeters in G6:
@cwharlow
@morgfair
@jeffersonobama
@antarianrani
@hellblazerarts
@deathtocrazy
@angelakrebs444
@young_maymay
@katgodspell
@bengin1003

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

Top Tweeters in G8:
@dianabialkowski
@lyndag1963
@brandonjlandry
@plmyers
@linda_wcovfefe
@magalisahartz
@wantbighammer
@dej388
@buddy_laoulach
@dianna24237

Top Tweeters in G9:
@msavaarmstrong
@calling12001
@jazz1294u
@kathyfiscelli
@1portabella
@chiefragingbull
@accident
@maiworld51
@regionsfrance
@banromulanbirds

Top Tweeters in G10:
@eschertology
@catheri77148739
@thegod_particle
@mikecannytalk
@nosciencedenial
@omeagoz
@andyguy
@tertiusiii
@orna_verum
@malo_j