pew research, Twitter, 4/21/2022 2:57:49 AM, 275190


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pew research_2022-04-20_19-07-56.xlsx
pew research_2022-04-20_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2022
Short Description:
pew research via NodeXL https://bit.ly/3OnLxvc
@pewstates
@pewtrusts
@pewenvironment
@nbcnews
@cnn
@amnglbl
@real_infinity95
@sueurahn
@pewresearch
@larrysabato

Top hashtags:
#syncreticindia
#indianmuslimsunderattack
#india
#indian
#cryptonews
#opioid

Description:
Description
The graph represents a network of 5,444 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, 21 April 2022 at 02:12 UTC.

The requested start date was Thursday, 21 April 2022 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 13-day, 21-hour, 49-minute period from Thursday, 07 April 2022 at 00:10 UTC to Wednesday, 20 April 2022 at 22:00 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 : 5444
Unique Edges : 2665
Edges With Duplicates : 9173
Total Edges : 11838
Number of Edge Types : 5
Retweet : 3880
MentionsInRetweet : 4270
Mentions : 1963
Replies to : 596
Tweet : 1129
Self-Loops : 1204
Reciprocated Vertex Pair Ratio : 0.0136864557412016
Reciprocated Edge Ratio : 0.0270033315798702
Connected Components : 977
Single-Vertex Connected Components : 410
Maximum Vertices in a Connected Component : 1577
Maximum Edges in a Connected Component : 3928
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.958312
Graph Density : 0.000192462853623074
Modularity : 0.48787
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,444 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, 21 April 2022 at 02:12 UTC.

The requested start date was Thursday, 21 April 2022 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 13-day, 21-hour, 49-minute period from Thursday, 07 April 2022 at 00:10 UTC to Wednesday, 20 April 2022 at 22:00 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:
[39] https://flowingdata.com/2022/04/13/social-media-usage-by-age/
[27] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/12/voters-with-disabilities-face-new-ballot-restrictions-ahead-of-midterms
[17] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/18/as-teen-mental-health-worsens-schools-learn-how-to-help
[16] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/pew-poll-gun-violence-covid19-have-hit-philadelphians-hard
[16] https://hotair.com/karen-townsend/2022/04/06/pew-research-survey-shows-biden-is-not-americas-most-popular-world-leader-n460463
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/11/more-states-help-workers-save-for-retirement
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/07/thieves-hit-on-a-new-scam-synthetic-identity-fraud
[13] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[11] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/millions-of-americans-have-used-risky-financing-arrangements-to-buy-homes
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/08/homeless-camping-bans-are-spreading-this-group-shaped-the-bills

Top URLs in Tweet in G1:
[10] https://hotair.com/karen-townsend/2022/04/06/pew-research-survey-shows-biden-is-not-americas-most-popular-world-leader-n460463
[7] https://www.pewresearch.org/fact-tank/2022/04/12/10-facts-about-todays-college-graduates/
[5] https://www.pewresearch.org/global/2022/04/06/seven-in-ten-americans-now-see-russia-as-an-enemy/
[5] https://nationaldaycalendar.com/national-only-child-day-april-12/#:~:text=On%20April%2012th%2C%20National%20Only,days%20than%20in%20decades%20before
[4] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/pew-poll-gun-violence-covid19-have-hit-philadelphians-hard
[4] https://www.pewresearch.org/race-ethnicity/2022/04/14/race-is-central-to-identity-for-black-americans-and-affects-how-they-connect-with-each-other/
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/18/as-teen-mental-health-worsens-schools-learn-how-to-help
[3] https://patriotdailywire.com/pew-research-survey-shows-biden-is-not-americas-most-popular-world-leader/
[3] https://www.pewresearch.org/fact-tank/2022/04/07/how-and-why-pew-research-center-studied-black-americans-views-of-science/
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/07/thieves-hit-on-a-new-scam-synthetic-identity-fraud

Top URLs in Tweet in G2:
[4] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/payday-loans-cost-4-times-more-in-states-with-few-consumer-protections?utm_campaign=financeandeconomy_cf_familyfinances_paydayloans______&utm_source=twitter_states&utm_medium=social&utm_content=issuebrief_reformresults____map_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/payday-loans-cost-4-times-more-in-states-with-few-consumer-protections?utm_campaign=financeandeconomy_cf_familyfinances_paydayloans______&utm_source=twitter_states&utm_medium=social&utm_content=issuebrief_reformresults____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/29/partnerships-with-electric-utilities-can-help-expand-broadband-access?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=article_access____linkcard_&utm_term=cta
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/30/budget-agreement-continues-to-drive-overall-increase-in-defense-allocations-to-states?utm_campaign=financeandeconomy_ffi________&utm_source=twitter_states&utm_medium=social&utm_content=article_fedfundtrends____chart_&utm_term=___yourstate
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/29/states-considering-range-of-options-to-bring-broadband-to-rural-america?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=article_access____linkcard_&utm_term=solution
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/30/budget-agreement-continues-to-drive-overall-increase-in-defense-allocations-to-states?utm_campaign=financeandeconomy_ffi________&utm_source=twitter_states&utm_medium=social&utm_content=article_fedfundtrends_gif_map&utm_term=bulletlist_datapoint
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/07/retirement-savings-legislation-can-help-pennsylvania-tackle-157b-taxpayer-burden?utm_campaign=financeandeconomy_retsa_familyfinances__keystne_____&utm_source=twitter_states&utm_medium=social&utm_content=archivedproject_fiscalimpact____linkcard_&utm_term=___emojilist
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/10/states-encounter-uneven-personal-income-growth-as-aid-subsides?utm_campaign=financeandeconomy_sfh_fiscalandeconomicpolicy_______&utm_source=twitter_states&utm_medium=social&utm_content=article_recessionrecovery_map&utm_term=yourstate
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/04/many-pennsylvania-businesses-support-state-facilitated-no-cost-retirement-savings-program?utm_campaign=financeandeconomy_retsa_economicmobility__keystne_____&utm_source=twitter_states&utm_medium=social&utm_content=article_lackofaccess____linkcard_&utm_term=___datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/15/residents-left-behind-as-pandemic-hurts-bus-companies?utm_campaign=financeandeconomy_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___datapoint

Top URLs in Tweet in G3:
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/02/the-deep-ocean-is-essential-for-life-on-earth-but-it-is-under-threat?utm_campaign=conservation_smp_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____quotetile_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/28/to-protect-vast-area-of-pacific-ocean-from-seabed-mining-international-body-should-strengthen-rules?utm_campaign=conservation_smp_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____video_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/28/seychelles-grass-roots-effort-to-name-seagrass-supports-conservation-effort?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=article_bluecarbon____linkcard_&utm_term=__boosted_bulletlist
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/11/to-keep-wildlife-off-roads-and-trails-wyoming-builds-more-crossings?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_migrations____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/12/fisheries-managers-should-promote-solutions-that-ease-debates-over-harvest-limits?utm_campaign=conservation_intf_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/2022/04/08/ocean-people-planet-preventing-ocean-plastic-pollution?utm_campaign=conservation_atf_oceans_plastics_opp2022_____&utm_source=twitter_environment&utm_medium=social&utm_content=podcast_oceanthemeone____stattile_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/28/carbon-captured-by-coastal-and-ocean-habitats-can-advance-states-climate-goals?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_bluecarbon____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/12/fisheries-managers-should-promote-solutions-that-ease-debates-over-harvest-limits?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/13/new-penguin-research-shows-potential-overlap-between-foraging-areas-and-commercial-fishing?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/08/ocean-people-planet-preventing-ocean-plastic-pollution?utm_campaign=conservation_atf_oceans_plastics_opp2022_____&utm_source=twitter_eu&utm_medium=social&utm_content=podcast_oceanthemeone____stattile_&utm_term=___

Top URLs in Tweet in G4:
[1] https://twitter.com/RajatSharmaLive/status/1513675768374743049
[1] https://twitter.com/RealArnab_/status/1513690336648101889
[1] https://twitter.com/aparnabisht7/status/1513803926864564230
[1] http://15.In
[1] http://13.As

Top URLs in Tweet in G5:
[22] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/12/voters-with-disabilities-face-new-ballot-restrictions-ahead-of-midterms
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/11/more-states-help-workers-save-for-retirement
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/18/as-teen-mental-health-worsens-schools-learn-how-to-help
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/07/thieves-hit-on-a-new-scam-synthetic-identity-fraud
[9] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/millions-of-americans-have-used-risky-financing-arrangements-to-buy-homes
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/14/states-look-to-community-colleges-to-fill-labor-gap
[7] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/pew-poll-gun-violence-covid19-have-hit-philadelphians-hard
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/08/homeless-camping-bans-are-spreading-this-group-shaped-the-bills
[5] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/payday-loans-cost-4-times-more-in-states-with-few-consumer-protections?utm_campaign=financeandeconomy_cf_familyfinances_paydayloans______&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_reformresults____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/18/many-in-illinois-retirement-savings-program-feel-their-financial-security-is-improving

Top URLs in Tweet in G6:
[2] https://trib.al/bJPIKDn
[2] https://www.pewresearch.org/politics/2021/05/17/public-trust-in-government-1958-2021/
[1] https://trib.al/MDjuGbs
[1] https://twitter.com/MaxBoot/status/1514570168730636290
[1] https://twitter.com/elonmusk/status/1515059837448691715
[1] https://twitter.com/phil_that/status/1514815101966053394/photo/1
[1] https://twitter.com/808constituent/status/1514410238488702977
[1] https://www.forbes.com/sites/alisondurkee/2021/11/30/how-americans-really-feel-about-abortion-the-sometimes-surprising-poll-results-as-supreme-court-weighs-overturning-roe-v-wade/amp/
[1] https://www.deseret.com/2022/1/14/22880147/politics-is-more-moderate-than-social-media-makes-it-seem-pew-research-democrats-republicans
[1] https://twitter.com/elonmusk/status/1512886157876600833

Top URLs in Tweet in G7:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/12/voters-with-disabilities-face-new-ballot-restrictions-ahead-of-midterms
[1] https://www.pewresearch.org/global/2022/04/06/seven-in-ten-americans-now-see-russia-as-an-enemy/

Top URLs in Tweet in G9:
[4] http://trib.al/nsaLSEf
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/24/funding-boost-should-be-followed-by-reform-of-fda-dietary-supplement-oversight?utm_campaign=health_hcp_uspolicy_______&utm_source=twitter_health&utm_medium=social&utm_content=article_fdasupplements____linkcard_&utm_term=___datapoint
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/08/public-health-agencies-need-better-data-to-promote-well-being-for-all?utm_campaign=health_phdip_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_sharingdata____linkcard_&utm_term=___datapoint
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/17/new-federal-office-to-address-climate-change-as-a-health-equity-issue?utm_campaign=health_hlm_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_healthequity____linkcard_&utm_term=___bulletlist
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/03/barriers-limit-access-to-medication-for-opioid-use-disorder-in-philadelphia?utm_campaign=communities_prp_philadelphia_______&utm_source=twitter_health&utm_medium=social&utm_content=report_supportingphilly____stattile_&utm_term=___datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/02/improved-opioid-treatment-programs-would-expand-access-to-quality-care?utm_campaign=health_supti_healthcare__50state_____&utm_source=twitter_health&utm_medium=social&utm_content=issuebrief_rxaccess____stattile_&utm_term=___summary
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/07/pediatricians-seek-universal-suicide-risk-screening-for-adolescents-and-young-adults?utm_campaign=health_srr_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_urgentproblem____linkcard_&utm_term=___datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/17/land-use-and-community-planning-strategies-can-promote-health-equity?utm_campaign=health_hlm_infrastructure_______&utm_source=twitter_health&utm_medium=social&utm_content=article_healthshouldbefactor____linkcard_&utm_term=___emojilist
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/infrastructure-law-could-advance-health-equity?utm_campaign=health_hlm_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_healthequity____linkcard_&utm_term=___bulletlist
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/08/public-health-agencies-need-better-data-to-promote-well-being-for-all?utm_campaign=health_phdip_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_moredatahelps____linkcard_&utm_term=___bulletlist

Top Domains
Top Domains in Tweet in Entire Graph:
[431] pewtrusts.org
[233] pewresearch.org
[85] lahza-news.com
[73] twitter.com
[43] flowingdata.com
[25] trib.al
[17] hotair.com
[15] washingtontimes.com
[10] carjiescott.com
[8] forbes.com

Top Domains in Tweet in G1:
[78] pewresearch.org
[31] twitter.com
[30] pewtrusts.org
[11] hotair.com
[6] trib.al
[5] nationaldaycalendar.com
[5] flowingdata.com
[4] developpez.com
[4] youtube.com
[4] forbes.com

Top Domains in Tweet in G2:
[63] pewtrusts.org
[1] pew.org
[1] cnbc.com

Top Domains in Tweet in G3:
[83] pewtrusts.org
[1] t.co
[1] issues.org

Top Domains in Tweet in G4:
[3] twitter.com
[1] 15.in
[1] 13.as

Top Domains in Tweet in G5:
[189] pewtrusts.org
[2] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[3] trib.al
[3] pewresearch.org
[1] forbes.com
[1] deseret.com

Top Domains in Tweet in G7:
[1] pewtrusts.org
[1] pewresearch.org

Top Domains in Tweet in G9:
[41] pewtrusts.org
[5] trib.al
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[264] syncreticindia
[135] indianmuslimsunderattack
[71] india
[66] indian
[58] cryptonews
[20] opioid
[18] plasticpollution
[16] indians
[13] religious
[13] antimicrobial



Top Hashtags in Tweet in G1:
[51] syncreticindia
[28] indianmuslimsunderattack
[16] indian
[13] india
[5] nationalonlychildday
[5] pediatrician
[5] pediatrics
[5] healthychildren
[5] childhealth
[5] baby

Top Hashtags in Tweet in G2:
[5] keystonesaves
[5] papolitics
[2] financialliteracymonth
[2] opioid
[2] cybersecurity
[1] tnleg
[1] copolitics
[1] 911professionals
[1] npstw2022
[1] ksleg

Top Hashtags in Tweet in G3:
[14] plasticpollution
[7] bluecarbon
[5] nationalparkweek
[4] pewmarinefellow
[3] mangroves
[3] seagrass
[2] transshipment
[2] em4fish

Top Hashtags in Tweet in G4:
[207] syncreticindia
[104] indianmuslimsunderattack
[57] india
[48] indian
[15] indians
[8] indianmuslimunderattack
[2] indiais

Top Hashtags in Tweet in G5:
[11] philadelphia
[8] financialliteracymonth
[8] lwv
[4] mentalhealth
[4] teen
[4] covid
[4] misinformation
[3] plasticpollution
[3] mhatschool
[3] mentalillness

Top Hashtags in Tweet in G9:
[18] opioid
[13] antimicrobial
[11] antibioticresistance
[4] antibiotics
[4] sotu
[3] nphw2022
[2] healthequity
[2] healthit
[2] usa
[2] ukrainian

Top Hashtags in Tweet in G10:
[1] elonmusk
[1] twitter

Top Words
Top Words in Tweet in Entire Graph:
[3610] pew
[3490] research
[1547] india
[1380] center
[940] 77
[923] hindu
[888] bindi
[738] religions
[720] see
[694] centre

Top Words in Tweet in G1:
[448] pew
[432] research
[234] center
[89] americans
[81] india
[75] according
[64] more
[62] data
[56] black
[51] #syncreticindia

Top Words in Tweet in G2:
[339] pewstates
[322] community
[162] going
[161] attempt
[161] suppress
[161] vote
[161] disproportionately
[161] harm
[161] disabled
[160] rebeccaco

Top Words in Tweet in G3:
[308] pewenvironment
[200] life
[183] home
[180] being
[179] marine
[173] clarion
[173] clipperton
[173] zone
[172] amazing
[172] variety

Top Words in Tweet in G4:
[1380] india
[1132] pew
[1130] research
[884] 77
[865] hindu
[842] bindi
[671] religions
[614] findings
[614] centre
[614] indians

Top Words in Tweet in G5:
[208] pewtrusts
[74] states
[64] more
[61] home
[60] payday
[58] financing
[40] americans
[39] alternative
[36] borrowers
[36] help

Top Words in Tweet in G6:
[101] black
[61] more
[57] cnn
[56] america
[56] population
[55] adults
[55] nearly
[55] 40
[55] points
[55] general

Top Words in Tweet in G7:
[99] pew
[98] disgraceful
[98] voters
[98] disabilities
[98] face
[98] ballot
[98] restrictions
[98] ahead
[98] midterms
[98] charitable

Top Words in Tweet in G8:
[93] vakit
[93] namaz
[93] kılma
[93] oranları
[93] gana
[93] 91
[93] nijerya
[93] 86
[93] afganistan
[93] 88

Top Words in Tweet in G9:
[61] health
[38] pewhealth
[34] public
[27] use
[26] help
[25] treatment
[20] one
[18] #opioid
[18] combat
[17] data

Top Words in Tweet in G10:
[80] pew
[80] research
[80] twitter
[80] users
[80] liberal
[79] numbers
[79] 15
[79] tie
[79] hi
[79] vt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3331] pew,research
[1373] research,center
[692] research,centre
[650] religious,freedom
[648] findings,pew
[647] centre,indians
[647] indians,feel
[647] feel,religious
[647] freedom,see
[593] see,respecting

Top Word Pairs in Tweet in G1:
[413] pew,research
[233] research,center
[47] according,pew
[34] center,data
[34] data,proves
[31] black,americans
[30] truly,secular
[29] fusion,religions
[28] #syncreticindia,#indianmuslimsunderattack
[27] research,centre

Top Word Pairs in Tweet in G2:
[161] attempt,suppress
[161] suppress,vote
[161] vote,community
[161] community,going
[161] going,disproportionately
[161] disproportionately,harm
[161] harm,disabled
[161] disabled,community
[160] pewstates,attempt
[160] community,rebeccaco

Top Word Pairs in Tweet in G3:
[175] marine,life
[173] clarion,clipperton
[173] clipperton,zone
[172] zone,home
[172] home,amazing
[172] amazing,variety
[172] variety,marine
[172] life,dumbo
[172] dumbo,octopus
[172] octopus,being

Top Word Pairs in Tweet in G4:
[1130] pew,research
[614] findings,pew
[614] research,centre
[614] centre,indians
[614] indians,feel
[614] feel,religious
[614] religious,freedom
[614] freedom,see
[560] see,respecting
[550] respecting,religions

Top Word Pairs in Tweet in G5:
[26] home,financing
[21] more,states
[21] home,borrowers
[20] face,ballot
[20] ballot,restrictions
[20] restrictions,ahead
[19] voters,disabilities
[19] disabilities,face
[19] ahead,midterms
[18] payday,lenders

Top Word Pairs in Tweet in G6:
[55] black,adults
[55] adults,america
[55] america,nearly
[55] nearly,40
[55] 40,points
[55] points,more
[55] more,general
[55] general,population
[55] population,racial
[55] racial,background

Top Word Pairs in Tweet in G7:
[98] disgraceful,voters
[98] voters,disabilities
[98] disabilities,face
[98] face,ballot
[98] ballot,restrictions
[98] restrictions,ahead
[98] ahead,midterms
[98] midterms,pew
[98] pew,charitable
[98] charitable,trusts

Top Word Pairs in Tweet in G8:
[93] vakit,namaz
[93] namaz,kılma
[93] kılma,oranları
[93] oranları,gana
[93] gana,91
[93] 91,nijerya
[93] nijerya,86
[93] 86,afganistan
[93] afganistan,88
[93] 88,irak

Top Word Pairs in Tweet in G9:
[28] public,health
[15] use,disorder
[14] #opioid,use
[13] #antimicrobial,resistance
[13] resistance,one
[13] one,concerning
[13] concerning,public
[13] health,threats
[13] threats,face
[13] face,dr

Top Word Pairs in Tweet in G10:
[80] pew,research
[80] twitter,users
[79] numbers,pew
[79] research,twitter
[79] users,15
[79] 15,tie
[79] tie,hi
[79] hi,vt
[79] vt,liberal
[79] liberal,state

Top Replied-To
Top Replied-To in Entire Graph:
@thehill
@ronfilipkowski
@madatthegalaxy
@gopchairwoman
@chrisstefanick
@elonmusk
@beingjwood
@4_tzion
@tklforgiven

Top Replied-To in G2:
@jjcarafano

Top Replied-To in G5:
@pewtrusts
@npvote
@greatergeorgia

Top Replied-To in G6:
@elonmusk
@babud_tom
@mccainin4
@smerconish
@gravelbelly22
@ttuberville
@monkeybuttzz
@shadykillthief
@hankhill2021

Top Replied-To in G9:
@catalinahald
@devildogg3100
@vodsquadcaptain
@gavinmead2
@ic_lib

Top Replied-To in G10:
@papatriot87

Top Mentioned
Top Mentioned in Entire Graph:
@pewstates
@pewenvironment
@pewtrusts
@rebeccaco
@larrysabato
@dailyislamist
@vashishtanoop
@ttuberville
@raporlar
@hadiyaparween

Top Mentioned in G1:
@baba08lko
@hschendera
@ivbaoshi
@stigmabase
@braga_blog
@dr_awadalasmari
@changemaker83
@khanbha31855191
@tihtri
@dailyproperties

Top Mentioned in G2:
@pewstates
@rebeccaco
@pewtrusts
@aallyahpatrice
@institutecicero
@pewhealth
@sueurahn
@espovich
@pewenvironment
@christinevestal

Top Mentioned in G3:
@pewenvironment
@peweurope
@oxfordgeography
@sueurahn
@ipcc_ch
@winnie_wylau
@divaamon
@isbahq
@courtneyclimate
@pewstates

Top Mentioned in G4:
@vashishtanoop
@hadiyaparween
@gourinanda2097
@merinjohnson87
@israseikh
@pandit43670038
@zoyaseikh1986
@opinion_space
@nolesshuman
@ifratulf

Top Mentioned in G5:
@pewtrusts
@pewstates
@tara_in_dc
@sueurahn
@elinor_haider
@larry_eichel
@lwv
@pewt
@lwvtexas
@r

Top Mentioned in G6:
@cnn
@nbcnews
@elonmusk
@twitter
@nbcblk
@cnni
@ilhan
@cbsnews
@pewtrusts
@blackstemusa

Top Mentioned in G7:
@larrysabato
@pewstates

Top Mentioned in G8:
@dailyislamist

Top Mentioned in G9:
@pewhealth
@saveantibiotics
@pewstates
@potus
@joebiden
@nbcwashington
@us_fda
@hhsgov
@pewtrusts
@somersetcntynj

Top Mentioned in G10:
@ttuberville

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@robinsnewswire
@chidambara09
@mistersalesman
@stigmabaseo
@hrblock_21
@falconhamada_90
@andyvermaut
@mattmurph24
@serendipitysays

Top Tweeters in G1:
@robinsnewswire
@mistersalesman
@stigmabaseo
@andyvermaut
@metro_tv
@backstorymom1
@stigmabase
@jimmyroybloom
@cbinflux
@mrkalman

Top Tweeters in G2:
@oldlady12345
@hrblock_21
@thepoliticalcat
@gojira007x
@lizditz
@givemepie360
@cheezwitham
@jjj5819
@teram323tere
@unlewis

Top Tweeters in G3:
@_redfrog
@allchanges
@willseattle
@astraea_styx
@mr_spock
@sgaparwezi
@eire353
@shinobuns
@annie5133
@josmirek

Top Tweeters in G4:
@amita0744
@logontosantosh
@barconcl
@abhishek77381
@call0rd
@_shabb7777
@saadmanasiya6
@ramki309391865
@yuva4aanand
@amul_pal

Top Tweeters in G5:
@chidambara09
@evankirstel
@beverly21811568
@estarianne
@adekleine
@tallyannae
@mary_swilling
@suzanneinlgb
@mentalhealthbo5
@spanishcountry

Top Tweeters in G6:
@real_infinity95
@govsherazkhan
@ikateufel
@thisislule
@njmike731
@feinberg_linda
@dbran104
@gonzo_30531
@davepofficial
@cnn

Top Tweeters in G7:
@mattmurph24
@amyayers16
@princessbravato
@sallyagale
@eilonwy24
@mrtachilles
@terryg1979
@casablancaric
@bengin1003
@dancindoti

Top Tweeters in G8:
@fatihsc532
@ahmetyagciyagci
@tarkan_siper
@newenews1
@glnur02562467
@yanik_abdullah
@109dkmn
@unver_43
@5020fuatenes
@yusufziyasayin

Top Tweeters in G9:
@vonrosenchild
@theurbannewz
@nbcwashington
@sherrodharris
@bewickwren
@therealgloria
@mydcanews
@technojeder
@timethief
@metalsolter

Top Tweeters in G10:
@starcoreone02
@ludicroushilar1
@jdsmith_08
@th3claude
@atlantasportguy
@johnbasham
@jonathanwsabin
@dhc1975
@nascar_channel
@theartman14