lrainie, Twitter, 4/9/2020 5:35:32 AM, 224668


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lrainie_2020-04-08_19-35-03.xlsx
lrainie_2020-04-08_19-35-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2020
Short Description:
lrainie via NodeXL https://bit.ly/2RnGJKs
@lrainie
@bpagliaro
@maxversace
@brookeauxier
@pewresearch
@alec_h_tyson
@emily_vogels
@danbuk4
@pewglobal
@jillmwo

Top hashtags:
#coronavirusoutbreak
#internet
#smartphones
#socialmedia
#covid19
#coronavirus
#methodsmonday

Description:
Description
The graph represents a network of 88 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, 09 April 2020 at 02:35 UTC.

The requested start date was Thursday, 09 April 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 6-day, 6-hour, 30-minute period from Tuesday, 31 March 2020 at 15:15 UTC to Monday, 06 April 2020 at 21:46 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 : 88
Unique Edges : 133
Edges With Duplicates : 76
Total Edges : 209
Number of Edge Types : 4
MentionsInRetweet : 98
Mentions : 74
Replies to : 13
Tweet : 24
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0793650793650794
Reciprocated Edge Ratio : 0.147058823529412
Connected Components : 7
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 82
Maximum Edges in a Connected Component : 202
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.334918
Graph Density : 0.0177638453500522
Modularity : 0.380182
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 88 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, 09 April 2020 at 02:35 UTC.

The requested start date was Thursday, 09 April 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 6-day, 6-hour, 30-minute period from Tuesday, 31 March 2020 at 15:15 UTC to Monday, 06 April 2020 at 21:46 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:
[7] https://www.pewresearch.org/fact-tank/2020/03/31/americans-turn-to-technology-during-covid-19-outbreak-say-an-outage-would-be-a-problem/
[6] https://www.pewresearch.org/fact-tank/2020/04/06/the-state-of-americans-trust-in-each-other-amid-the-covid-19-pandemic/
[3] https://pewrsr.ch/39tviXK
[3] https://www.pewresearch.org/fact-tank/2020/03/31/with-billions-confined-to-their-homes-worldwide-which-living-arrangements-are-most-common/
[3] https://twitter.com/lrainie/status/1245007707830136833
[2] https://www.pewresearch.org/global/2020/02/27/satisfaction-with-democracy/?utm_content=buffer3a3d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/lrainie/status/1245804225570967554
[2] https://www.journalism.org/2020/03/04/about-one-fifth-of-democrats-and-republicans-get-political-news-in-a-kind-of-media-bubble/
[2] https://www.pewsocialtrends.org/2020/03/30/most-americans-say-coronavirus-outbreak-has-impacted-their-lives/?utm_content=buffer54f48&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://medium.com/pew-research-center-decoded/the-class-size-paradox-how-individual-and-group-level-perspectives-differ-and-why-it-matters-b62071f4e909

Top URLs in Tweet in G1:
[5] https://www.pewresearch.org/fact-tank/2020/03/31/americans-turn-to-technology-during-covid-19-outbreak-say-an-outage-would-be-a-problem/
[5] https://www.pewresearch.org/fact-tank/2020/04/06/the-state-of-americans-trust-in-each-other-amid-the-covid-19-pandemic/
[3] https://pewrsr.ch/39tviXK
[1] https://www.journalism.org/2020/04/01/cable-tv-and-covid-19-how-americans-perceive-the-outbreak-and-view-media-coverage-differ-by-main-news-source/
[1] https://www.pewresearch.org/topics/election-news-pathways/
[1] https://www.pewresearch.org/download-datasets/
[1] https://www.pewsocialtrends.org/2020/03/30/most-americans-say-coronavirus-outbreak-has-impacted-their-lives/
[1] https://www.pewresearch.org/fact-tank/2020/03/31/with-billions-confined-to-their-homes-worldwide-which-living-arrangements-are-most-common/
[1] https://www.pewsocialtrends.org/2020/03/30/most-americans-say-coronavirus-outbreak-has-impacted-their-lives/?utm_content=buffer54f48&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.journalism.org/2020/03/04/about-one-fifth-of-democrats-and-republicans-get-political-news-in-a-kind-of-media-bubble/

Top URLs in Tweet in G3:
[2] https://www.pewresearch.org/fact-tank/2020/03/31/americans-turn-to-technology-during-covid-19-outbreak-say-an-outage-would-be-a-problem/
[1] https://pewrsr.ch/2yoEsbh
[1] https://pewrsr.ch/2V6k7zl
[1] https://www.pewresearch.org/fact-tank/2020/03/31/with-billions-confined-to-their-homes-worldwide-which-living-arrangements-are-most-common/
[1] https://twitter.com/nytimes/status/1246467624105578503
[1] https://www.pewsocialtrends.org/2020/03/30/most-americans-say-coronavirus-outbreak-has-impacted-their-lives/?utm_content=buffer54f48&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/2V2HZUo
[1] https://pewrsr.ch/3bHBblF
[1] https://buff.ly/2wCSm92
[1] https://twitter.com/lrainie/status/1245804225570967554

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/fact-tank/2020/04/06/the-state-of-americans-trust-in-each-other-amid-the-covid-19-pandemic/
[1] https://www.pewresearch.org/global/2020/02/27/satisfaction-with-democracy/?utm_content=buffer3a3d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[3] https://twitter.com/lrainie/status/1245007707830136833
[1] https://twitter.com/lrainie/status/1245716494576746502
[1] https://twitter.com/lrainie/status/1245804225570967554
[1] https://twitter.com/lrainie/status/1245328779918168064
[1] https://twitter.com/lrainie/status/1247253881731649538

Top URLs in Tweet in G6:
[1] https://www.journalism.org/2020/03/04/about-one-fifth-of-democrats-and-republicans-get-political-news-in-a-kind-of-media-bubble/
[1] https://pewrsr.ch/39d8coc
[1] http://pewrsr.ch/2Va3u5y

Top URLs in Tweet in G7:
[1] https://medium.com/pew-research-center-decoded/the-class-size-paradox-how-individual-and-group-level-perspectives-differ-and-why-it-matters-b62071f4e909
[1] https://pewrsr.ch/2pFNTd3
[1] https://www.pewresearch.org/fact-tank/2020/03/31/with-billions-confined-to-their-homes-worldwide-which-living-arrangements-are-most-common/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] coronavirusoutbreak
[7] internet
[7] smartphones
[7] socialmedia
[5] covid19
[3] coronavirus
[2] methodsmonday
[2] stayathome



Top Hashtags in Tweet in G1:
[7] coronavirusoutbreak
[2] covid19
[1] stayathome
[1] coronavirus
[1] internet
[1] smartphones
[1] socialmedia
[1] methodsmonday

Top Hashtags in Tweet in G3:
[3] covid19
[2] coronavirusoutbreak
[1] methodsmonday
[1] internet
[1] smartphones
[1] socialmedia
[1] stayathome

Top Hashtags in Tweet in G4:
[5] internet
[5] smartphones
[5] socialmedia

Top Hashtags in Tweet in G6:
[2] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[74] Words in Sentiment List#1: Positive
[111] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[3243] Non-categorized Words
[3428] Total Words
[54] lrainie
[30] trusters
[28] pewresearch
[27] people
[27] more

Top Words in Tweet in G1:
[26] lrainie
[19] trusters
[18] social
[17] americans
[17] internet
[17] pewresearch
[16] outbreak
[15] people
[15] news
[14] during

Top Words in Tweet in G2:
[2] cc
[2] jessicalessin
[2] stephenfhayes
[2] rasmus_kleis
[2] wblau
[2] diegopia
[2] serenasaitto
[2] lrainie
[2] maxversace
[2] davewiner

Top Words in Tweet in G3:
[15] lrainie
[10] pewresearch
[8] internet
[7] news
[7] people
[6] during
[6] outbreak
[5] using
[5] americans
[5] rural

Top Words in Tweet in G4:
[6] trusters
[6] lrainie
[5] survey
[5] results
[5] mid
[5] march
[5] find
[5] low
[5] more
[5] felt

Top Words in Tweet in G5:
[2] more
[2] online
[2] interesting
[2] internet
[2] access

Top Words in Tweet in G6:
[5] lrainie
[4] facttank
[3] outbreak
[3] 19
[2] trusters
[2] stock
[2] #coronavirus
[2] plans
[2] many
[2] partisan

Top Words in Tweet in G7:
[3] people
[2] _stephkramer
[2] survey
[2] home

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] high,trusters
[11] low,trusters
[10] lrainie,americans'
[10] tech,during
[9] around,world
[9] trusters,more
[9] anyone,besides
[9] besides,notice
[9] notice,rural
[9] rural,vs

Top Word Pairs in Tweet in G1:
[10] high,trusters
[7] tech,during
[7] lrainie,americans'
[6] internet,phones
[6] anyone,besides
[6] besides,notice
[6] notice,rural
[6] rural,vs
[6] vs,urban
[6] urban,suburban

Top Word Pairs in Tweet in G2:
[2] cc,jessicalessin
[2] jessicalessin,stephenfhayes
[2] stephenfhayes,rasmus_kleis
[2] rasmus_kleis,wblau
[2] wblau,diegopia
[2] diegopia,serenasaitto
[2] serenasaitto,lrainie
[2] lrainie,maxversace
[2] maxversace,davewiner
[2] davewiner,chrislehane

Top Word Pairs in Tweet in G3:
[4] big,problem
[4] lrainie,pewresearch
[3] very,big
[3] lrainie,anyone
[3] anyone,besides
[3] besides,notice
[3] notice,rural
[3] rural,vs
[3] vs,urban
[3] urban,suburban

Top Word Pairs in Tweet in G4:
[5] survey,results
[5] results,mid
[5] mid,march
[5] march,find
[5] find,low
[5] low,trusters
[5] trusters,more
[5] more,felt
[5] felt,nervous
[5] nervous,anxious

Top Word Pairs in Tweet in G6:
[4] lrainie,facttank
[2] facttank,partisan
[2] partisan,reactions
[2] reactions,covid
[2] covid,19
[2] 19,dems
[2] dems,more
[2] more,see
[2] see,outbreak
[2] outbreak,major

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@facttank
@monicaranders
@pe
@brookeauxier
@emily_vogels
@_stephkramer
@carrolldoherty
@alec_h_tyson

Top Mentioned in G1:
@lrainie
@pewresearch
@facttank
@monicaranders
@alec_h_tyson
@carrolldoherty
@pewmethods
@_stephkramer
@emily_vogels
@pewglobal

Top Mentioned in G2:
@jessicalessin
@stephenfhayes
@rasmus_kleis
@wblau
@diegopia
@serenasaitto
@lrainie
@maxversace
@davewiner
@chrislehane

Top Mentioned in G3:
@lrainie
@pewresearch
@monicaranders
@emily_vogels
@facttank
@brookeauxier
@pe
@pewinternet
@pewreligion

Top Mentioned in G4:
@lrainie
@pe
@brookeauxier
@misteramp
@pewresearch

Top Mentioned in G6:
@lrainie
@facttank

Top Mentioned in G7:
@_stephkramer
@pewresearch

Top Tweeters
Top Tweeters in Entire Graph:
@mcclure111
@davewiner
@danbuk4
@snakeoilbaron
@p_von_eulenburg
@pewresearch
@maxversace
@jmiralimov
@gottagetthepic
@kwcollins

Top Tweeters in G1:
@jmiralimov
@kojoabroba
@bowtiepolitics
@alexleavitt
@gingerreads
@iccomlib
@johngramlich
@uscensusbureau
@iowastateu
@ll_outvluv

Top Tweeters in G2:
@davewiner
@maxversace
@rasmus_kleis
@wblau
@stephenfhayes
@blathnaidhealy
@evaschulz
@bbcnuala
@jessicalessin
@rkapkap

Top Tweeters in G3:
@pewresearch
@kwcollins
@raquelhirsch
@pewinternet
@pewreligion
@ntsbfh
@monicaranders
@alec_h_tyson
@adhocetal
@klunztrujillo

Top Tweeters in G4:
@danbuk4
@p_von_eulenburg
@pewglobal
@jillmwo
@sendelbach
@olaialm
@rapportocoop
@brookeauxier
@misteramp
@pe

Top Tweeters in G5:
@mcclure111
@gottagetthepic
@rabcyr
@actualdrcravens
@carolmorton
@melodieyjsong

Top Tweeters in G6:
@snakeoilbaron
@facttank
@manofconstants3
@matthewqknipfer

Top Tweeters in G7:
@conradhackett
@pewmethods
@_stephkramer


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