lrainie, Twitter, 11/5/2020 3:45:18 AM, 239487


FAQ | Problem?

lrainie_2020-11-04_19-42-12.xlsx
lrainie_2020-11-04_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
lrainie via NodeXL https://bit.ly/3mRsuuG
@lrainie
@leemcknight
@pewresearch
@bethnoveck
@facttank
@michaeldimock
@mark_goldberg
@pewinternet
@colleenamcclain
@brookeauxier

Top hashtags:
#debates2020
#electionday
#contacttracing
#futureofdemocracy
#election2020

Description:
Description
The graph represents a network of 135 Twitter users whose tweets in the requested range contained "lrainie", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 05 November 2020 at 03:42 UTC.

The requested start date was Thursday, 05 November 2020 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 8-day, 13-hour, 37-minute period from Monday, 26 October 2020 at 13:30 UTC to Wednesday, 04 November 2020 at 03:08 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 : 135
Unique Edges : 186
Edges With Duplicates : 397
Total Edges : 583
Number of Edge Types : 5
Retweet : 117
MentionsInRetweet : 217
Replies to : 24
Mentions : 174
Tweet : 51
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0572519083969466
Reciprocated Edge Ratio : 0.108303249097473
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 123
Maximum Edges in a Connected Component : 568
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.414417
Graph Density : 0.0153123272526258
Modularity : 0.269495
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 135 Twitter users whose tweets in the requested range contained "lrainie", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 05 November 2020 at 03:42 UTC.

The requested start date was Thursday, 05 November 2020 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 8-day, 13-hour, 37-minute period from Monday, 26 October 2020 at 13:30 UTC to Wednesday, 04 November 2020 at 03:08 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 : lrainie
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:
[12] https://www.pewresearch.org/internet/2020/10/30/the-challenges-of-contact-tracing-as-u-s-battles-covid-19/
[12] https://www.pewresearch.org/fact-tank/2020/10/27/how-americans-see-u-s-tech-companies-as-government-scrutiny-increases/
[4] https://twitter.com/lrainie/status/1322194026733469698
[4] https://www.youtube.com/watch?v=OljOAFTBe5I&feature=youtu.be

[3] https://twitter.com/lrainie/status/1323385920402427905
[3] https://www.realclearpolitics.com/articles/2020/10/31/pew_study_americans_rx_for_nation_starts_with_neighborliness_144549.html?utm_content=buffer39fd7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://mhgoldberg.com/blog/?p=14198
[2] https://twitter.com/lrainie/status/1323685443318284292
[2] https://www.journalism.org/2020/10/19/americans-plan-to-follow-election-returns-closely-biden-supporters-more-confident-their-news-sources-will-make-right-call/
[2] https://pewrsr.ch/3oSeDWE

Top URLs in Tweet in G1:
[10] https://www.pewresearch.org/internet/2020/10/30/the-challenges-of-contact-tracing-as-u-s-battles-covid-19/
[10] https://www.pewresearch.org/fact-tank/2020/10/27/how-americans-see-u-s-tech-companies-as-government-scrutiny-increases/
[3] http://mhgoldberg.com/blog/?p=14198
[1] https://www.pewresearch.org/internet/2020/02/21/many-tech-experts-say-digital-disruption-will-hurt-democracy/
[1] https://www.pewresearch.org/internet/2020/06/30/experts-predict-more-digital-innovation-by-2030-aimed-at-enhancing-democracy/
[1] https://twitter.com/TheGovLab/status/1322191542698717185
[1] https://www.realclearpolitics.com/articles/2020/10/31/pew_study_americans_rx_for_nation_starts_with_neighborliness_144549.html
[1] https://www.pewresearch.org/fact-tank/2020/08/28/5-facts-about-presidential-and-vice-presidential-debates/?utm_content=buffer7cf6f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewsocialtrends.org/2020/10/29/most-parents-of-k-12-students-learning-online-worry-about-them-falling-behind/
[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 G2:
[3] https://www.realclearpolitics.com/articles/2020/10/31/pew_study_americans_rx_for_nation_starts_with_neighborliness_144549.html?utm_content=buffer39fd7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.realclearpolitics.com/articles/2020/10/31/pew_study_americans_rx_for_nation_starts_with_neighborliness_144549.html
[1] https://www.journalism.org/2020/10/19/americans-plan-to-follow-election-returns-closely-biden-supporters-more-confident-their-news-sources-will-make-right-call/
[1] https://pewrsr.ch/34l2mC0
[1] https://pewrsr.ch/3off4dy
[1] https://pewrsr.ch/3oDHIVT
[1] https://www.pewresearch.org/topics/2020-election/
[1] https://pewrsr.ch/2TJz8qb
[1] https://pewrsr.ch/3oSeDWE
[1] https://www.pewresearch.org/fact-tank/2020/10/27/how-americans-see-u-s-tech-companies-as-government-scrutiny-increases/

Top URLs in Tweet in G3:
[1] https://pewrsr.ch/3ohTWmW
[1] https://pewrsr.ch/35pfbun
[1] https://pewrsr.ch/34mkNGz
[1] https://pewrsr.ch/3jnikjd
[1] https://www.pewresearch.org/fact-tank/2020/08/28/5-facts-about-presidential-and-vice-presidential-debates/?utm_content=buffer7cf6f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3dNL6sl
[1] https://pewrsr.ch/3kmKnAB
[1] https://pewrsr.ch/34lOHus
[1] https://pewrsr.ch/3dRwhF4
[1] https://pewrsr.ch/3mmnMVJ

Top URLs in Tweet in G4:
[1] https://twitter.com/netrights/status/1323633372879593477

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?v=OljOAFTBe5I&feature=youtu.be

[1] https://ipk.nyu.edu/events/looking-ahead-enhanced-democracy-by-2030-through-digital-innovation/
[1] https://www.youtube.com/playlist?list=PL2zpEc-7YPYxbWxCYhZNsgTbPdN-zLMfO

[1] https://us02web.zoom.us/webinar/register/WN_hLilxG2OTfGokAKAO_hLcw

Top URLs in Tweet in G6:
[2] https://www.pewresearch.org/internet/2020/10/30/the-challenges-of-contact-tracing-as-u-s-battles-covid-19/
[1] https://twitter.com/pewresearch/status/1322177204478988288
[1] https://twitter.com/pewresearch/status/1322242625521487872

Top URLs in Tweet in G7:
[3] https://twitter.com/lrainie/status/1323385920402427905
[2] https://twitter.com/lrainie/status/1322194026733469698
[1] https://twitter.com/lrainie/status/1321123962827509760
[1] https://twitter.com/lrainie/status/1323685443318284292

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1323685443318284292

Top URLs in Tweet in G9:
[2] https://twitter.com/lrainie/status/1322194026733469698

Top Domains
Top Domains in Tweet in Entire Graph:
[42] pewresearch.org
[30] pewrsr.ch
[15] twitter.com
[6] realclearpolitics.com
[5] youtube.com
[3] journalism.org
[3] mhgoldberg.com
[2] nyu.edu
[1] vox.com
[1] buff.ly

Top Domains in Tweet in G1:
[36] pewresearch.org
[6] pewrsr.ch
[3] mhgoldberg.com
[2] journalism.org
[1] twitter.com
[1] realclearpolitics.com
[1] pewsocialtrends.org
[1] vox.com
[1] buff.ly
[1] nyu.edu

Top Domains in Tweet in G2:
[5] pewrsr.ch
[4] realclearpolitics.com
[2] pewresearch.org
[1] journalism.org

Top Domains in Tweet in G3:
[19] pewrsr.ch
[2] pewresearch.org
[1] realclearpolitics.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[5] youtube.com
[1] nyu.edu
[1] zoom.us

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

Top Domains in Tweet in G7:
[7] twitter.com

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

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] debates2020
[16] electionday
[12] contacttracing
[9] futureofdemocracy
[3] election2020
[2] climatechange
[2] covid19
[2] crtc
[2] cdntech
[2] cdnpoli



Top Hashtags in Tweet in G1:
[9] contacttracing
[8] debates2020
[2] election2020
[2] covid19
[2] climatechange
[2] crtc
[2] cdntech
[2] cdnpoli
[2] indu
[2] brg2020

Top Hashtags in Tweet in G2:
[1] election2020
[1] contacttracing

Top Hashtags in Tweet in G3:
[15] electionday
[11] debates2020

Top Hashtags in Tweet in G4:
[1] internetrights
[1] humanrights
[1] igf2020
[1] netgov

Top Hashtags in Tweet in G5:
[9] futureofdemocracy

Top Hashtags in Tweet in G6:
[2] contacttracing

Top Hashtags in Tweet in G7:
[1] wontgetfooledagain

Top Words
Top Words in Tweet in Entire Graph:
[104] lrainie
[76] pewresearch
[63] americans
[44] facttank
[41] pewinternet
[31] more
[30] adults
[28] findings
[26] 2020
[26] people

Top Words in Tweet in G1:
[37] pewresearch
[29] americans
[23] lrainie
[22] pewinternet
[20] voters
[18] facttank
[16] more
[15] answer
[15] social
[15] companies

Top Words in Tweet in G2:
[26] lrainie
[22] facttank
[15] americans
[14] elisashearer
[13] facts
[12] michaeldimock
[12] findings
[11] realclearnews
[11] share
[11] take

Top Words in Tweet in G3:
[22] pewresearch
[21] lrainie
[16] electorate
[16] americans
[15] tout
[15] sheet
[15] #electionday
[15] definitive
[15] guide
[15] 2020

Top Words in Tweet in G5:
[25] lrainie
[22] thegovlab
[22] nyu_ipk
[18] pewinternet
[15] bethnoveck
[10] democracy
[10] pewresearch
[9] #futureofdemocracy
[6] people
[4] still

Top Words in Tweet in G6:
[8] lrainie
[5] adults
[5] process
[5] pewresearch
[5] colleenamcclain
[4] findings
[4] confidence
[4] public
[4] health
[3] majorities

Top Words in Tweet in G7:
[2] media
[2] surprised

Top Words in Tweet in G8:
[10] plus
[3] l'évolution
[3] l'électorat
[3] américain
[3] graphiques
[3] électorat
[3] vieillissant
[3] divers
[2] lauric_henneton

Top Words in Tweet in G9:
[2] stand
[2] rest
[2] 67
[2] percenters

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] lrainie,pewinternet
[16] tout,sheet
[16] sheet,#electionday
[16] #electionday,definitive
[16] definitive,pewresearch
[16] pewresearch,guide
[16] guide,2020
[16] 2020,electorate
[16] electorate,looks
[16] looks,party

Top Word Pairs in Tweet in G1:
[12] social,media
[9] facttank,roundup
[7] media,companies
[6] 'very,important'
[6] covid,19
[6] pewresearch,pewinternet
[5] answer,cellphone
[5] cellphone,unknown
[5] unknown,number
[5] number,calls

Top Word Pairs in Tweet in G2:
[12] facttank,elisashearer
[10] lrainie,kind
[10] kind,toll
[10] toll,take
[10] take,democracy
[10] democracy,people
[10] people,share
[10] share,same
[10] same,facts
[10] facts,facttank

Top Word Pairs in Tweet in G3:
[15] lrainie,tout
[15] tout,sheet
[15] sheet,#electionday
[15] #electionday,definitive
[15] definitive,pewresearch
[15] pewresearch,guide
[15] guide,2020
[15] 2020,electorate
[15] electorate,looks
[15] looks,party

Top Word Pairs in Tweet in G5:
[18] lrainie,pewinternet
[8] nyu_ipk,thegovlab
[8] thegovlab,pewresearch
[8] pewresearch,bethnoveck
[8] thegovlab,nyu_ipk
[7] bethnoveck,lrainie
[7] #futureofdemocracy,thegovlab
[7] nyu_ipk,lrainie
[4] hear,lrainie
[3] lrainie,bethnoveck

Top Word Pairs in Tweet in G6:
[4] public,health
[3] majorities,adults
[3] adults,open
[3] open,participating
[3] participating,parts
[3] findings,confidence
[3] confidence,public
[3] health,organizations
[3] organizations,groups
[3] groups,keep

Top Word Pairs in Tweet in G8:
[4] plus,plus
[3] l'évolution,l'électorat
[3] l'électorat,américain
[3] américain,graphiques
[3] graphiques,électorat
[3] électorat,vieillissant
[3] vieillissant,plus
[3] plus,divers
[3] divers,plus
[2] lauric_henneton,l'évolution

Top Word Pairs in Tweet in G9:
[2] stand,rest
[2] rest,67
[2] 67,percenters

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@facttank
@pewinternet
@elisashearer
@bethnoveck
@michaeldimock
@thegovlab
@realclearnews
@nyu_ipk

Top Mentioned in G1:
@pewresearch
@pewinternet
@facttank
@lrainie
@carrolldoherty
@jocelynkiley
@brookeauxier
@michaeldimock
@realclearnews
@elisashearer

Top Mentioned in G2:
@lrainie
@facttank
@elisashearer
@michaeldimock
@realclearnews
@pewresearch
@pewjournalism
@colleenamcclain

Top Mentioned in G3:
@pewresearch
@lrainie
@facttank
@pewglobal
@pewinternet
@colleenamcclain
@pewres
@michaeldimock
@realclearnews
@elisashearer

Top Mentioned in G4:
@netrights
@betaniaallo
@erbid49
@elielmathe
@eff
@ethicalbau
@fkespino
@hananeboujemi
@intgovforum
@imagineinternet

Top Mentioned in G5:
@lrainie
@bethnoveck
@thegovlab
@pewinternet
@pewresearch
@nyu_ipk
@edyson
@mutantxfactor
@facttank
@elisashearer

Top Mentioned in G6:
@lrainie
@pewresearch
@colleenamcclain
@brookeauxier
@pewres
@pe
@michaeldimock
@facttank

Top Mentioned in G8:
@lauric_henneton

Top Mentioned in G9:
@lynette_or_lb

Top Tweeters
Top Tweeters in Entire Graph:
@tadrow
@ken_crichlow
@jayoung1892
@suzanneinlgb
@mtnpoet
@calvincasino
@rsucre
@austintemple24
@sherpeace
@ange_patricia

Top Tweeters in G1:
@voxdotcom
@docdre
@rhappe
@mark_goldberg
@zasaria
@jimharris
@pmarmstrong3
@mainemary3
@dr_markie_twist
@rapieress

Top Tweeters in G2:
@tadrow
@ken_crichlow
@rsucre
@lldzne
@dontochillo
@donahugh216
@otagograd
@bahepa
@carolinasucre
@kellblog

Top Tweeters in G3:
@jayoung1892
@suzanneinlgb
@calvincasino
@austintemple24
@ange_patricia
@miracleboy_1997
@will6and7ric
@pewresearch
@runningbrook16
@com7pratt

Top Tweeters in G4:
@un
@eff
@ethicalbau
@txitua
@jannaq
@hananeboujemi
@imagineinternet
@netrights
@leemcknight
@intgovforum

Top Tweeters in G5:
@codeforpdx
@ethanz
@jahendler
@johngmcnutt
@mutantxfactor
@thegovlab
@judithd
@edyson
@bethnoveck
@zephoria

Top Tweeters in G6:
@mtnpoet
@mzdgilbert
@alec_h_tyson
@brookeauxier
@colleenamcclain
@yossidavid1
@pe
@pewres

Top Tweeters in G7:
@sherpeace
@hihretrofonts
@paulguinnessy
@katmaikeith
@wanderingeyre
@martyshindler
@clemstrategy

Top Tweeters in G8:
@charlesrassaert
@lauric_henneton
@idameriques

Top Tweeters in G9:
@corettascottkey
@lynette_or_lb


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.