pew research, Twitter, 3/4/2021 3:30:23 AM, 250053


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pew research_2021-03-03_19-07-56.xlsx
pew research_2021-03-03_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2021
Short Description:
pew research via NodeXL https://bit.ly/2Pmmcrp
@pewtrusts
@pewenvironment
@peweurope
@pewstates
@mremez
@pewresearch
@clyde2241
@pewhealth
@donwurkin
@quaveethnobot

Top hashtags:
#antibiotics
#antisemitism
#standuptosuperbugs
#armenia
#holocaust
#antibiotic
#boreal

Description:
Description
The graph represents a network of 3,919 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 March 2021 at 03:12 UTC.

The requested start date was Thursday, 04 March 2021 at 01:01 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 13-day, 22-hour, 53-minute period from Thursday, 18 February 2021 at 01:10 UTC to Thursday, 04 March 2021 at 00:03 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 : 3919
Unique Edges : 2237
Edges With Duplicates : 4896
Total Edges : 7133
Number of Edge Types : 5
Retweet : 2126
MentionsInRetweet : 2571
Tweet : 773
Mentions : 1230
Replies to : 433
Self-Loops : 788
Reciprocated Vertex Pair Ratio : 0.0224263712510132
Reciprocated Edge Ratio : 0.0438689217758985
Connected Components : 828
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 1272
Maximum Edges in a Connected Component : 3714
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.780868
Graph Density : 0.000246440131915808
Modularity : 0.528986
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,919 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 March 2021 at 03:12 UTC.

The requested start date was Thursday, 04 March 2021 at 01:01 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 13-day, 22-hour, 53-minute period from Thursday, 18 February 2021 at 01:10 UTC to Thursday, 04 March 2021 at 00:03 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:
[123] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/06/21/scientists-at-work-the-art-and-science-of-saving-mangroves?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=aburtomarinefellow
[40] https://twitter.com/ZamirIsayev1/status/1360145864170364928
[33] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/broken-antibiotics-market-puts-cancer-treatments-at-risk
[20] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/24/women-gain-record-power-in-state-legislatures?utm_campaign=02-23-2021+SD&utm_medium=email&utm_source=Pew
[18] https://www.the74million.org/new-pew-research-polling-on-school-reopening-shows-concerns-shifting-from-virus-spread-to-learning-loss/
[17] 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/
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/17/pandemic-drives-historic-state-tax-revenue-drop
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/24/women-gain-record-power-in-state-legislatures
[12] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/01/seagrass-a-powerful-ally-in-the-fight-against-climate-change-says-seychelles-based-expert
[12] https://www.forbes.com/sites/stephanieburns/2020/11/10/millennials-so-called-worst-qualities-are-actually-workplace-superpowers/?ref=quuu

Top URLs in Tweet in G1:
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/17/pandemic-drives-historic-state-tax-revenue-drop
[15] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/broken-antibiotics-market-puts-cancer-treatments-at-risk
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/24/women-gain-record-power-in-state-legislatures
[11] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/01/seagrass-a-powerful-ally-in-the-fight-against-climate-change-says-seychelles-based-expert
[11] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/02/what-policymakers-can-learn-from-the-minnesota-model-of-broadband-expansion
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/24/who-are-philadelphias-landlords
[8] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/01/local-spending-on-jails-tops-$25-billion-in-latest-nationwide-data?utm_campaign=communities_psp________&utm_source=twitter_states&utm_medium=social&utm_content=issuebrief_highcosts_chart_gif&utm_term=datapoint
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/17/despite-diminishing-federal-aid-total-personal-income-beat-last-years
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/16/opioid-deaths-spark-push-to-ease-buprenorphine-rules
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/24/west-virginias-bipartisan-approach-to-closing-the-digital-divide

Top URLs in Tweet in G2:
[12] https://www.forbes.com/sites/stephanieburns/2020/11/10/millennials-so-called-worst-qualities-are-actually-workplace-superpowers/?ref=quuu
[6] https://www.pewresearch.org/fact-tank/2021/02/24/more-americans-now-say-academic-concerns-should-be-a-top-factor-in-deciding-to-reopen-k-12-schools/
[6] https://medium.com/pew-research-center-decoded/contending-with-the-80-20-rule-when-studying-online-behavior-14040af11453
[5] https://www.pewresearch.org/fact-tank/2021/02/19/three-quarters-of-black-americans-say-black-churches-have-helped-promote-racial-equality/
[5] https://www.pewresearch.org/politics/2021/02/24/majority-of-americans-confident-in-bidens-handling-of-foreign-policy-as-term-begins/
[4] https://www.pewresearch.org/fact-tank/2019/07/30/two-thirds-of-americans-favor-raising-federal-minimum-wage-to-15-an-hour/
[4] https://www.the74million.org/new-pew-research-polling-on-school-reopening-shows-concerns-shifting-from-virus-spread-to-learning-loss/
[3] https://www.globaldiasporanews.com/1-emerging-change-pew-research-center/
[3] https://www.globaldiasporanews.com/acknowledgments-pew-research-center-19/
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/17/despite-security-concerns-online-voting-advances

Top URLs in Tweet in G3:
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/28/is-canada-doing-enough-to-save-right-whales?utm_campaign=conservation_clco_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_arctic____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2016/05/people-of-the-boreal?utm_campaign=conservation_ibc_land_borealforest______&utm_source=twitter_environment&utm_medium=social&utm_content=article_indigenouslead____video_&utm_term=___cta
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/08/montanans-back-protection-of-big-game-migration-routes-new-poll-shows?utm_campaign=conservation_usplrc_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/11/after-chaotic-year-seabed-mining-oversight-body-must-strengthen-policies?utm_campaign=conservation_smp_oceans_seabedmining______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/18/louisiana-tries-new-recipe-for-saving-its-oysters?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_oysters____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/22/how-wildlife-corridors-protect-animals-and-people?utm_campaign=conservation_usplrc_usstatepolicy__atfsoin_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/22/fisheries-subsidies-reform-could-reduce-overfishing-and-illegal-fishing-case-studies-find?utm_campaign=conservation_rhfs________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://pew.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=pew&service=6&rnd=0.9028556577551954&main_url=https%3A%2F%2Fpew.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b0000000482b89993bcf6abaa939d6daba25dd535be7475ff81750b6366b672f66c882d03%26siteurl%3Dpew%26confViewID%3D178824839385092887%26encryptTicket%3DSDJTSwAAAASXCqp0FpFhq5ukC6CA-sLZoddDdLSK-aVL9o5CWa7UHw2%26
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/30/five-things-the-wto-must-include-in-its-fisheries-subsidies-agreement?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/21/arctic-oasis-sustains-northernmost-inuit-communities-and-marine-mammals?utm_campaign=conservation_clco_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_sustainableuse____linkcard_&utm_term=___

Top URLs in Tweet in G4:
[2] https://pew.org/3rgBDiw
[1] https://www.iflscience.com/environment/scientists-unlock-mystery-of-how-the-galpagos-islands-maintain-such-a-wildly-rich-ecosystem/?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=3rdparty_econbenefits____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/01/after-clarifying-post-brexit-processes-european-fisheries-management-must-improve-in-2021?utm_campaign=conservation_eone_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_followscience____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/momentum-growing-globally-for-using-marine-protections-to-address-climate-change?utm_campaign=conservation_cwcr__ecosystems______&utm_source=twitter_environment&utm_medium=social&utm_content=3rdparty_climateresilience____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/24/croatias-big-step-on-vessel-safety-could-also-help-stem-illegal-fishing?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_intlmgmtinadequate____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/22/fisheries-subsidies-reform-could-reduce-overfishing-and-illegal-fishing-case-studies-find?utm_campaign=conservation_rhfs________&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[12] https://www.the74million.org/new-pew-research-polling-on-school-reopening-shows-concerns-shifting-from-virus-spread-to-learning-loss/
[11] https://www.the74million.org/?p=568533
[11] https://news.fordham.edu/event/black-churches-black-catholics-exploring-a-groundbreaking-new-survey-from-pew-research/
[6] https://medium.com/pew-research-center-decoded/contending-with-the-80-20-rule-when-studying-online-behavior-14040af11453
[4] https://medium.com/pew-research-center-decoded/assessing-the-consistency-of-online-opt-in-polls-9f705d67e0f2?utm_content=buffer4e9cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[2] https://myemail.constantcontact.com/Black-Churches--Black-Catholics--New-Pew-Research-Study.html?soid=1116659472670&aid=jppGpaMws6s
[1] https://districtadministration.com/learning-loss-beats-covid-health-school-reopening-concern-pew?utm_content=155853333&utm_medium=social&utm_source=twitter&hss_channel=tw-1245043054559539202
[1] https://medium.com/pew-research-center-decoded/contending-with-the-80-20-rule-when-studying-online-behavior-14040af11453?utm_content=buffer66a5d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://medium.com/pew-research-center-decoded/adapting-how-we-ask-about-the-gender-of-our-survey-respondents-77b0cb7367c0?utm_content=buffer9af03&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[15] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/broken-antibiotics-market-puts-cancer-treatments-at-risk
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/03/05/stand-up-to-superbugs
[5] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/broken-antibiotics-market-puts-cancer-treatments-at-risk?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/18/researcher-explains-challenges-in-finding-novel-antibiotics?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/18/researcher-explains-challenges-in-finding-novel-antibiotics?utm_campaign=health_arp_antibiotics_______&utm_source=twitter_health&utm_medium=social&utm_content=article_newabxneeded____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/26/meet-our-2021-stand-up-to-superbugs-ambassadors?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/03/syringe-distribution-programs-can-improve-public-health-during-the-opioid-overdose-crisis
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/03/syringe-distribution-programs-can-improve-public-health-during-the-opioid-overdose-crisis?utm_campaign=health_supti_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=issuebrief_comprehensivesyst____linkcard_&utm_term=___datapoint
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/23/federal-agencies-should-extend-pandemic-flexibilities-for-treating-opioid-use-disorder?utm_campaign=health_supti_healthcare__covid_____&utm_source=twitter_health&utm_medium=social&utm_content=article_rxaccess____linkcard_&utm_term=___summary
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/01/biden-administration-should-improve-data-exchange-practices-to-promote-public-health

Top URLs in Tweet in G7:
[123] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/06/21/scientists-at-work-the-art-and-science-of-saving-mangroves?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=aburtomarinefellow

Top URLs in Tweet in G8:
[1] https://news.yahoo.com/social-media-users-more-likely-162941874.html

Top URLs in Tweet in G9:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/05/republicans-target-ballot-access-after-record-turnout

Top Domains
Top Domains in Tweet in Entire Graph:
[750] pewtrusts.org
[158] pewresearch.org
[105] twitter.com
[29] the74million.org
[25] medium.com
[22] pewforum.org
[18] carjiescott.com
[16] linkedin.com
[16] forbes.com
[16] journalism.org

Top Domains in Tweet in G1:
[379] pewtrusts.org
[9] twitter.com
[2] pew.org
[2] nonprofitquarterly.org
[1] inquirer.com
[1] nevadacurrent.com
[1] journalism.org
[1] washingtonpost.com
[1] pewresearch.org

Top Domains in Tweet in G2:
[77] pewresearch.org
[45] pewtrusts.org
[28] twitter.com
[14] forbes.com
[12] linkedin.com
[10] journalism.org
[8] globaldiasporanews.com
[6] pewforum.org
[6] medium.com
[5] rappler.com

Top Domains in Tweet in G3:
[61] pewtrusts.org
[3] webex.com
[1] iflscience.com

Top Domains in Tweet in G4:
[4] pewtrusts.org
[2] pew.org
[1] iflscience.com

Top Domains in Tweet in G5:
[23] the74million.org
[14] medium.com
[11] fordham.edu
[5] pewresearch.org
[3] icims.com
[2] pewforum.org
[2] constantcontact.com
[2] linkedin.com
[1] districtadministration.com
[1] amazon.com

Top Domains in Tweet in G6:
[81] pewtrusts.org
[1] pew.org

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

Top Domains in Tweet in G8:
[1] yahoo.com

Top Domains in Tweet in G9:
[1] pewtrusts.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] antibiotics
[54] antisemitism
[51] standuptosuperbugs
[50] armenia
[44] holocaust
[41] antibiotic
[35] boreal
[34] worldseagrassday
[33] rightwhales
[26] antibioticresistance



Top Hashtags in Tweet in G1:
[28] antibiotics
[20] worldseagrassday
[16] philadelphia
[12] broadband
[10] cjreform
[9] covid19
[8] seagrass
[6] amr
[5] boreal
[5] cancer

Top Hashtags in Tweet in G2:
[9] uwj201
[7] health
[6] pandemic
[4] smartnews
[2] healthcare
[2] government
[2] oceans
[2] pewresearch
[2] news
[2] pew

Top Hashtags in Tweet in G3:
[31] rightwhales
[29] boreal
[13] worldseagrassday
[11] speciesonthemove
[9] stopfundingoverfishing
[8] wildolympics
[5] wildandscenicoregon
[5] oceansummit
[5] safeseas
[4] worldwildlifeday

Top Hashtags in Tweet in G4:
[1] naturebasedsolutions
[1] worldseagrassday
[1] oceansummit
[1] stopfundingoverfishing
[1] boreal

Top Hashtags in Tweet in G5:
[2] learningloss
[2] covid
[1] siaworks
[1] mrx
[1] us
[1] covid19
[1] schoolsreopening
[1] schoolreopening
[1] blackchurchcarss
[1] news

Top Hashtags in Tweet in G6:
[51] standuptosuperbugs
[45] antibiotics
[40] antibiotic
[25] antibioticresistance
[11] covid19
[7] sepsis
[6] superbug
[4] opioid
[2] superbugs
[1] amr

Top Hashtags in Tweet in G9:
[1] demvoice1
[1] dems4usa
[1] fresh

Top Words
Top Words in Tweet in Entire Graph:
[1510] pew
[1461] research
[631] center
[435] more
[336] pewtrusts
[303] americans
[297] according
[295] pewenvironment
[277] states
[254] black

Top Words in Tweet in G1:
[300] pewtrusts
[173] pewstates
[161] state
[133] states
[112] more
[85] jail
[84] revenue
[66] cases
[64] many
[61] 19

Top Words in Tweet in G2:
[384] pew
[353] research
[209] center
[82] according
[70] americans
[69] more
[61] news
[40] survey
[38] people
[36] charitable

Top Words in Tweet in G3:
[254] pewenvironment
[65] wildlife
[57] canada
[53] more
[49] north
[46] atlantic
[45] species
[44] news
[43] forest
[39] good

Top Words in Tweet in G4:
[171] peweurope
[166] fisheries
[160] management
[159] eu
[158] uk
[158] finally
[158] agreed
[158] several
[158] brexit
[158] safeguards

Top Words in Tweet in G5:
[73] black
[66] research
[61] pewresearch
[61] pew
[40] bmoham
[39] crcfordham
[38] learning
[38] join
[35] loss
[35] reopening

Top Words in Tweet in G6:
[53] saveantibiotics
[51] #standuptosuperbugs
[48] pewhealth
[45] #antibiotics
[42] cancer
[40] #antibiotic
[36] quaveethnobot
[35] health
[29] meeting
[28] congress

Top Words in Tweet in G7:
[123] here's
[123] mexican
[123] marine
[123] biologist
[123] octavio
[123] aburto
[123] being
[123] dwarfed
[123] jackfish
[123] welcome

Top Words in Tweet in G8:
[7] research
[6] pew
[4] political
[3] center
[3] report
[3] found
[3] 18
[3] percent
[3] americans
[3] election

Top Words in Tweet in G9:
[98] voter
[97] clear
[97] trump's
[97] claims
[97] fraud
[97] another
[97] purpose
[97] gop
[97] controlled
[97] states

Top Words in Tweet in G10:
[76] india
[74] islam
[74] growing
[74] massively
[74] alarmist
[74] concerns
[74] muslims
[74] overtaking
[74] hindus
[74] overblown

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1280] pew,research
[623] research,center
[187] according,pew
[170] fisheries,management
[160] eu,uk
[160] uk,finally
[160] finally,agreed
[160] agreed,several
[160] several,brexit
[160] brexit,fisheries

Top Word Pairs in Tweet in G1:
[48] tax,revenue
[44] covid,19
[35] state,tax
[34] debt,collection
[32] collection,cases
[30] serious,mental
[27] mental,health
[26] taxes,make
[26] make,half
[26] half,state

Top Word Pairs in Tweet in G2:
[320] pew,research
[206] research,center
[61] according,pew
[36] pew,charitable
[36] charitable,trusts
[19] social,media
[14] covid,19
[13] 2025,millennials
[13] millennials,make
[13] make,over

Top Word Pairs in Tweet in G3:
[46] north,atlantic
[39] good,news
[29] #boreal,forest
[29] pewenvironment,good
[28] atlantic,#rightwhales
[24] news,recorded
[24] recorded,deaths
[24] deaths,north
[24] #rightwhales,canada
[24] canada,coast

Top Word Pairs in Tweet in G4:
[160] fisheries,management
[158] eu,uk
[158] uk,finally
[158] finally,agreed
[158] agreed,several
[158] several,brexit
[158] brexit,fisheries
[158] management,safeguards
[158] safeguards,critical
[157] peweurope,eu

Top Word Pairs in Tweet in G5:
[56] pew,research
[35] learning,loss
[33] school,reopening
[31] black,catholics
[26] polling,school
[26] reopening,shows
[26] shows,concerns
[26] concerns,shifting
[26] shifting,virus
[26] virus,spread

Top Word Pairs in Tweet in G6:
[22] #standuptosuperbugs,ambassador
[17] #antibiotic,resistant
[16] cancer,treatments
[16] role,cancer
[14] public,health
[14] #antibiotic,resistance
[14] infections,year
[14] #antibiotics,play
[14] play,vital
[14] vital,role

Top Word Pairs in Tweet in G7:
[123] here's,mexican
[123] mexican,marine
[123] marine,biologist
[123] biologist,octavio
[123] octavio,aburto
[123] aburto,being
[123] being,dwarfed
[123] dwarfed,jackfish
[123] jackfish,welcome
[122] miblogestublog,here's

Top Word Pairs in Tweet in G8:
[6] pew,research
[3] research,center
[3] center,report
[3] report,found
[3] found,18
[3] 18,percent
[3] percent,americans
[3] americans,political
[3] political,election
[3] election,news

Top Word Pairs in Tweet in G9:
[97] clear,trump's
[97] trump's,claims
[97] claims,voter
[97] voter,fraud
[97] fraud,another
[97] another,purpose
[97] purpose,gop
[97] gop,controlled
[97] controlled,states
[97] states,proposing

Top Word Pairs in Tweet in G10:
[74] islam,growing
[74] growing,massively
[74] massively,india
[74] india,alarmist
[74] alarmist,concerns
[74] concerns,muslims
[74] muslims,overtaking
[74] overtaking,hindus
[74] hindus,overblown
[74] overblown,still

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@pewenvironment
@peweurope
@pewstates
@miblogestublog
@clyde2241
@profpavarghese
@pewresearch
@pewhealth
@saveantibiotics

Top Mentioned in G1:
@pewtrusts
@pewstates
@pewenvironment
@thisrickard
@sleiseca
@newjerseydep
@stacyscientist
@sueurahn
@noellestraub
@km_dewit

Top Mentioned in G2:
@micah_not_micha
@redpawn3
@tihtri
@isaiahquintana_
@wilder_maxim
@blackrepublican
@michlschwrtz
@limitlessleila

Top Mentioned in G3:
@pewenvironment
@wto
@noiweala
@y2y_initiative
@hiltyjodi
@pewtrusts
@lenfestocean
@lgmandelabarnes
@peweurope
@imohq

Top Mentioned in G4:
@peweurope
@pewenvironment
@wt
@wto
@bertarelli_fdn
@imohq
@noiweala
@bejustnfearnot
@pewstates

Top Mentioned in G5:
@pewresearch
@bmoham
@crcfordham
@tiaphd
@the74
@mkeierleber
@kianacoxphd
@fordhamnyc
@olgamsegura

Top Mentioned in G6:
@saveantibiotics
@pewhealth
@quaveethnobot
@pewtrusts
@bethconnolly20
@koutterson
@ian_reynolds_
@regstudies
@g17esiason
@emorycollege

Top Mentioned in G7:
@miblogestublog

Top Mentioned in G8:
@imkimaaron
@godflythe
@pg13scottwatson
@simple_shaman
@registryreport
@blackishmonday
@ihonestlydont19
@htownsmitty
@dredsadie
@yorkshirepalaeo

Top Mentioned in G9:
@clyde2241
@pewtrusts
@dreamteam2024
@jakelobin

Top Mentioned in G10:
@profpavarghese
@hinduamericans

Top Tweeters
Top Tweeters in Entire Graph:
@victormanuelje1
@robinsnewswire
@chidambara09
@united
@globalissuesweb
@serendipitysays
@dublencoigor
@faby_nava77
@_redfrog
@evankirstel

Top Tweeters in G1:
@dgendvil
@sherrikuczeryk
@cultiv8hope
@suzanneinlgb
@vievararosel
@jennykim
@litlgrey
@spanishcountry
@conjja
@dragoncat936362

Top Tweeters in G2:
@robinsnewswire
@globalissuesweb
@npsusa
@blackrepublican
@edourdoo
@novelistscorner
@lenniejarratt
@m157q_news_rss
@jackhutton
@micah_not_micha

Top Tweeters in G3:
@_redfrog
@artis_elemental
@tempkt
@annie5133
@watchdogsniffer
@mpassy_jr
@alejandrosig
@lsrlinda
@sundene
@stablegeniusinc

Top Tweeters in G4:
@victormanuelje1
@trudaoceans
@dede17_86
@nordbergvalerie
@prysmith
@opurra
@infamousgrouser
@alfredgliddon
@sejorg
@pet031960

Top Tweeters in G5:
@saodionisio
@reesetheone1
@memeorandum
@mathewi
@afronola
@1naturalzeta
@anessia40
@suggswriter
@keenamcgee
@alexanderrusso

Top Tweeters in G6:
@craigmatsuda
@jchrispires
@msep0003
@leobeletsky
@chrisaikman2
@interneconomics
@marynmck
@docmarkplotkin
@newtownlos
@scfehr1

Top Tweeters in G7:
@faby_nava77
@yordimx
@aldotomis
@tovieji
@cgelover
@rodrigovazquezj
@lparra20
@jm_aguilera_a
@manglehaft
@goat2king69

Top Tweeters in G8:
@michellmybell1
@zapher134
@smokeystafford
@ayrshirebog
@gamingmentor101
@zypisfy
@imkimaaron
@jackiebarbosa
@megavolt1
@cern_lxxl

Top Tweeters in G9:
@bbkenn92
@ancientbob
@thinkkimthink
@ubervaper
@carstarr6
@aviflygirl
@dhfull50
@angelmabel19761
@56blackcat
@1zzyzyx1

Top Tweeters in G10:
@trilokhnath
@naveenku555
@avanirjar
@sinkingechoes
@gutulu06
@eagleeye192020
@venkat_1705
@vivekm6
@rams_ace
@acharyabharath