lrainie, Twitter, 11/12/2020 4:32:18 AM, 240190


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lrainie_2020-11-11_19-42-12.xlsx
lrainie_2020-11-11_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2020
Short Description:
lrainie via NodeXL https://bit.ly/32zBrky
@lrainie
@pewresearch
@leemcknight
@danbuk4
@bethnoveck
@weavetheppl
@facttank
@michaeldimock
@mark_goldberg
@colleenamcclain

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

Description:
Description
The graph represents a network of 170 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, 12 November 2020 at 03:42 UTC.

The requested start date was Thursday, 12 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 12-day, 7-hour, 26-minute period from Thursday, 29 October 2020 at 16:30 UTC to Tuesday, 10 November 2020 at 23:57 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 : 170
Unique Edges : 224
Edges With Duplicates : 406
Total Edges : 630
Number of Edge Types : 5
Replies to : 30
Retweet : 123
MentionsInRetweet : 247
Mentions : 193
Tweet : 37
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0493827160493827
Reciprocated Edge Ratio : 0.0941176470588235
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 158
Maximum Edges in a Connected Component : 615
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.595661
Graph Density : 0.0118343195266272
Modularity : 0.322455
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 170 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, 12 November 2020 at 03:42 UTC.

The requested start date was Thursday, 12 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 12-day, 7-hour, 26-minute period from Thursday, 29 October 2020 at 16:30 UTC to Tuesday, 10 November 2020 at 23:57 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/
[4] https://twitter.com/lrainie/status/1322194026733469698
[4] https://www.youtube.com/watch?v=OljOAFTBe5I&feature=youtu.be

[3] https://twitter.com/lrainie/status/1323685443318284292
[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
[2] https://upswell.org/popup7/
[2] https://www.youtube.com/watch?v=jB-KWGfgi3E&feature=youtu.be

[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/
[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
[2] https://www.realclearpolitics.com/articles/2020/10/31/pew_study_americans_rx_for_nation_starts_with_neighborliness_144549.html
[2] https://www.pewresearch.org/topics/2020-election/
[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
[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.pewsocialtrends.org/2020/10/29/most-parents-of-k-12-students-learning-online-worry-about-them-falling-behind/

Top URLs in Tweet in G2:
[2] https://pewrsr.ch/352nmhk
[1] https://pewrsr.ch/31NcG40
[1] https://pewrsr.ch/37RwAyN
[1] https://pewrsr.ch/31UQF3g
[1] https://pewrsr.ch/34EBnRX
[1] https://pewrsr.ch/2TzQINz
[1] https://pewrsr.ch/37Rmu0N
[1] https://pewrsr.ch/360SQDJ
[1] https://pewrsr.ch/3mWxmhZ
[1] https://pewrsr.ch/3jZukYq

Top URLs in Tweet in G3:
[4] https://www.youtube.com/watch?v=OljOAFTBe5I&feature=youtu.be

[1] https://pewrsr.ch/3kFp79w
[1] https://pewrsr.ch/31RWz56
[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 G4:
[2] https://www.youtube.com/watch?v=jB-KWGfgi3E&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://twitter.com/netrights/status/1323633372879593477

Top URLs in Tweet in G6:
[2] https://upswell.org/popup7/

Top URLs in Tweet in G7:
[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 G8:
[3] https://twitter.com/lrainie/status/1323385920402427905
[2] https://twitter.com/lrainie/status/1322194026733469698
[2] https://twitter.com/lrainie/status/1323685443318284292

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1323685443318284292

Top URLs in Tweet in G10:
[2] http://mhgoldberg.com/blog/?p=14198

Top Domains
Top Domains in Tweet in Entire Graph:
[25] pewrsr.ch
[22] pewresearch.org
[15] twitter.com
[8] youtube.com
[7] realclearpolitics.com
[2] upswell.org
[2] journalism.org
[2] mhgoldberg.com
[1] vox.com
[1] google.com

Top Domains in Tweet in G1:
[19] pewresearch.org
[7] pewrsr.ch
[5] realclearpolitics.com
[2] journalism.org
[1] twitter.com
[1] pewsocialtrends.org
[1] vox.com
[1] google.com

Top Domains in Tweet in G2:
[16] pewrsr.ch
[2] realclearpolitics.com
[1] twitter.com
[1] pewresearch.org
[1] youtube.com

Top Domains in Tweet in G3:
[5] youtube.com
[2] pewrsr.ch
[1] nyu.edu
[1] zoom.us

Top Domains in Tweet in G4:
[2] youtube.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] upswell.org

Top Domains in Tweet in G7:
[2] twitter.com
[2] pewresearch.org

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

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

Top Domains in Tweet in G10:
[2] mhgoldberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] electionday
[12] contacttracing
[9] futureofdemocracy
[3] election2020
[2] weavingcommunity
[1] upswellpopup
[1] business
[1] businesswoman
[1] wontgetfooledagain
[1] internetrights



Top Hashtags in Tweet in G1:
[10] contacttracing
[3] election2020
[1] electionday
[1] business
[1] businesswoman

Top Hashtags in Tweet in G2:
[21] electionday

Top Hashtags in Tweet in G3:
[9] futureofdemocracy

Top Hashtags in Tweet in G5:
[1] internetrights
[1] humanrights
[1] igf2020
[1] netgov

Top Hashtags in Tweet in G6:
[2] weavingcommunity
[1] upswellpopup

Top Hashtags in Tweet in G7:
[2] contacttracing

Top Hashtags in Tweet in G8:
[1] wontgetfooledagain

Top Hashtags in Tweet in G10:
[1] crtc
[1] cdntech
[1] cdnpoli
[1] indu

Top Words
Top Words in Tweet in Entire Graph:
[123] lrainie
[87] pewresearch
[58] americans
[37] pewinternet
[34] facttank
[29] findings
[27] 2020
[24] democracy
[24] political
[23] party

Top Words in Tweet in G1:
[34] lrainie
[31] facttank
[30] pewresearch
[29] americans
[20] findings
[18] adults
[18] facts
[17] elisashearer
[15] take
[15] michaeldimock

Top Words in Tweet in G2:
[35] pewresearch
[29] lrainie
[22] 2020
[22] race
[21] tout
[21] sheet
[21] #electionday
[21] definitive
[21] guide
[21] electorate

Top Words in Tweet in G3:
[36] lrainie
[29] pewinternet
[22] thegovlab
[22] nyu_ipk
[16] pewresearch
[15] bethnoveck
[11] answer
[10] democracy
[9] #futureofdemocracy
[8] people

Top Words in Tweet in G4:
[2] towardsfairwork
[2] foundation
[2] strategies
[2] improving
[2] platform
[2] work
[2] sandydarity
[2] worldprofessor

Top Words in Tweet in G6:
[12] lrainie
[11] shaylynromney
[10] weavetheppl
[9] join
[8] trust
[7] americans
[6] america
[6] feels
[6] dysfunctional
[6] family

Top Words in Tweet in G7:
[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 G8:
[2] surprised

Top Words in Tweet in G9:
[10] plus
[6] l'ã
[6] lectorat
[3] ºðÿ
[3] volution
[3] amã
[3] ricain
[3] graphiques
[3] vieillissant
[3] divers

Top Words in Tweet in G10:
[2] better
[2] understand
[2] digital
[2] divide
[2] telecom
[2] trends
[2] taking
[2] closer
[2] look
[2] recent

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] tout,sheet
[22] sheet,#electionday
[22] #electionday,definitive
[22] definitive,pewresearch
[22] pewresearch,guide
[22] guide,2020
[22] 2020,electorate
[22] electorate,looks
[22] looks,party
[22] party,race

Top Word Pairs in Tweet in G1:
[14] facttank,elisashearer
[13] kind,toll
[13] toll,take
[12] michaeldimock,lrainie
[12] take,democracy
[12] democracy,people
[12] people,share
[12] share,same
[12] same,facts
[12] facts,facttank

Top Word Pairs in Tweet in G2:
[21] lrainie,tout
[21] tout,sheet
[21] sheet,#electionday
[21] #electionday,definitive
[21] definitive,pewresearch
[21] pewresearch,guide
[21] guide,2020
[21] 2020,electorate
[21] electorate,looks
[21] looks,party

Top Word Pairs in Tweet in G3:
[19] 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
[6] lrainie,pewresearch
[5] pewresearch,pewinternet

Top Word Pairs in Tweet in G4:
[2] towardsfairwork,foundation
[2] foundation,strategies
[2] strategies,improving
[2] improving,platform
[2] platform,work
[2] work,sandydarity
[2] sandydarity,worldprofessor

Top Word Pairs in Tweet in G6:
[11] shaylynromney,lrainie
[6] america,feels
[6] feels,dysfunctional
[6] dysfunctional,family
[6] family,join
[6] join,shaylynromney
[6] lrainie,talk
[6] talk,start
[6] start,healing
[5] weavetheppl,america

Top Word Pairs in Tweet in G7:
[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 G9:
[4] plus,plus
[3] ºðÿ,l'ã
[3] l'ã,volution
[3] volution,l'ã
[3] l'ã,lectorat
[3] lectorat,amã
[3] amã,ricain
[3] ricain,graphiques
[3] graphiques,lectorat
[3] lectorat,vieillissant

Top Word Pairs in Tweet in G10:
[2] better,understand
[2] understand,digital
[2] digital,divide
[2] divide,telecom
[2] telecom,trends
[2] trends,taking
[2] taking,closer
[2] closer,look
[2] look,recent

Top Replied-To
Top Replied-To in Entire Graph:
@lrainie
@nyu_ipk
@weavetheppl
@taylorgrayson
@selenasd
@pewresearch
@sotheysayhay
@michaeldimock
@michaelbarthel
@facttank

Top Replied-To in G1:
@lrainie
@selenasd
@taylorgrayson
@pewresearch
@michaeldimock
@michaelbarthel
@facttank

Top Replied-To in G2:
@lrainie
@sotheysayhay

Top Replied-To in G3:
@lrainie
@nyu_ipk
@thegovlab

Top Replied-To in G6:
@weavetheppl

Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@facttank
@pewinternet
@elisashearer
@michaeldimock
@realclearnews
@bethnoveck
@thegovlab
@shaylynromney

Top Mentioned in G1:
@lrainie
@facttank
@pewresearch
@elisashearer
@michaeldimock
@realclearnews
@pewinternet
@colleenamcclain
@pewjournalism
@carrolldoherty

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

Top Mentioned in G3:
@pewinternet
@lrainie
@pewresearch
@bethnoveck
@thegovlab
@nyu_ipk
@edyson
@mutantxfactor
@facttank
@elisashearer

Top Mentioned in G4:
@towardsfairwork
@sandydarity
@worldprofessor
@danbuk4
@mikeelk
@brandonmagner
@larrymishel
@hshierholz
@jamieson
@jackbalkin

Top Mentioned in G5:
@netrights
@betaniaallo
@erbid49
@elielmathe
@eff
@ethicalbau
@fkespino
@hananeboujemi
@intgovforum
@imagineinternet

Top Mentioned in G6:
@lrainie
@shaylynromney
@weavetheppl
@nytdavidbrooks
@frederickjriley
@indsector
@rydellviveka
@pewresearch
@weareupswell

Top Mentioned in G7:
@lrainie
@pewresearch
@colleenamcclain
@brookeauxier
@pewres
@pe
@michaeldimock
@facttank

Top Mentioned in G9:
@lauric_henneton

Top Mentioned in G10:
@mark_goldberg
@the_
@the_iic
@lrainie
@pewinternet

Top Tweeters
Top Tweeters in Entire Graph:
@tadrow
@ken_crichlow
@jayoung1892
@suzanneinlgb
@mtnpoet
@calvincasino
@edengatekeeper
@rsucre
@lil_jrice
@austintemple24

Top Tweeters in G1:
@tadrow
@ken_crichlow
@rsucre
@lldzne
@dontochillo
@donahugh216
@voxdotcom
@docdre
@otagograd
@bahepa

Top Tweeters in G2:
@jayoung1892
@suzanneinlgb
@calvincasino
@edengatekeeper
@lil_jrice
@austintemple24
@ange_patricia
@1naturalzeta
@miracleboy_1997
@will6and7ric

Top Tweeters in G3:
@codeforpdx
@zasaria
@pmarmstrong3
@mainemary3
@ethanz
@dr_markie_twist
@pewinternet
@jahendler
@johngmcnutt
@mutantxfactor

Top Tweeters in G4:
@sandydarity
@mikeelk
@danbuk4
@worldprofessor
@frankpasquale
@bjfr
@jamieson
@lessig
@larrymishel
@jpalfrey

Top Tweeters in G5:
@un
@eff
@ethicalbau
@txitua
@jannaq
@hananeboujemi
@imagineinternet
@netrights
@leemcknight
@intgovforum

Top Tweeters in G6:
@indsector
@listenfirstproj
@enjoy2daytp
@usconvoproject
@danporterfield
@rippelhealth
@weavetheppl
@weareupswell
@nytdavidbrooks
@rydellviveka

Top Tweeters in G7:
@mtnpoet
@mzdgilbert
@alec_h_tyson
@brookeauxier
@colleenamcclain
@yossidavid1
@pe
@pewres

Top Tweeters in G8:
@sherpeace
@hihretrofonts
@paulguinnessy
@katmaikeith
@wanderingeyre
@martyshindler
@vanessapuertas7

Top Tweeters in G9:
@charlesrassaert
@lauric_henneton
@idameriques

Top Tweeters in G10:
@mark_goldberg
@the_iic
@the_