lrainie, Twitter, 12/31/2020 3:46:13 AM, 244473


FAQ | Problem?

lrainie_2020-12-30_19-42-12.xlsx
lrainie_2020-12-30_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2020
Short Description:
lrainie via NodeXL https://bit.ly/2WXEyj3
@lrainie
@williamj
@jannaq
@pewresearch
@emily_vogels
@imagineinternet
@tim_gravelle
@chrisboese
@imagineint
@cascio

Top hashtags:
#socialmedia
#opendata
#openscience
#openresearch
#devops
#2020best
#future
#covid19

Description:
Description
The graph represents a network of 68 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, 31 December 2020 at 03:42 UTC.

The requested start date was Thursday, 31 December 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, 17-hour, 47-minute period from Friday, 18 December 2020 at 01:55 UTC to Wednesday, 30 December 2020 at 19:42 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 : 68
Unique Edges : 90
Edges With Duplicates : 226
Total Edges : 316
Number of Edge Types : 5
Replies to : 12
Mentions : 87
Retweet : 71
MentionsInRetweet : 126
Tweet : 20
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.128
Reciprocated Edge Ratio : 0.226950354609929
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 312
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.293763
Graph Density : 0.0309482001755926
Modularity : 0.245852
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 68 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, 31 December 2020 at 03:42 UTC.

The requested start date was Thursday, 31 December 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, 17-hour, 47-minute period from Friday, 18 December 2020 at 01:55 UTC to Wednesday, 30 December 2020 at 19:42 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:
[16] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[15] https://www.pewresearch.org/fact-tank/2020/12/18/what-weve-learned-about-americans-views-of-technology-during-the-time-of-covid-19/
[4] https://www.elon.edu/u/imagining/digital_life_2020_nr/
[3] https://www.pewresearch.org/fact-tank/2020/12/11/20-striking-findings-from-2020/
[2] https://www.pewresearch.org/hispanic/2020/08/11/about-one-in-four-u-s-hispanics-have-heard-of-latinx-but-just-3-use-it/
[2] https://www.pewresearch.org/fact-tank/2020/12/16/views-of-russia-and-putin-remain-negative-across-14-nations/
[2] https://twitter.com/lrainie/status/1339751097850884096
[1] https://buff.ly/3mw6VPL
[1] https://pewrsr.ch/3rayT7m
[1] https://www.pewresearch.org/fact-tank/2020/12/11/social-media-continue-to-be-important-political-outlets-for-black-americans/

Top URLs in Tweet in G1:
[15] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[8] https://www.pewresearch.org/fact-tank/2020/12/18/what-weve-learned-about-americans-views-of-technology-during-the-time-of-covid-19/
[2] https://www.pewresearch.org/hispanic/2020/08/11/about-one-in-four-u-s-hispanics-have-heard-of-latinx-but-just-3-use-it/
[1] https://twitter.com/briantkennedy/status/1339224210795884544
[1] https://twitter.com/moorehn/status/1343939364037013513
[1] https://twitter.com/FactTank/status/1344297701656178688
[1] https://www.pewresearch.org/fact-tank/2020/12/16/views-of-russia-and-putin-remain-negative-across-14-nations/
[1] https://www.pewresearch.org/fact-tank/2020/12/11/social-media-continue-to-be-important-political-outlets-for-black-americans/
[1] https://buff.ly/3mw6VPL

Top URLs in Tweet in G2:
[7] https://www.pewresearch.org/fact-tank/2020/12/18/what-weve-learned-about-americans-views-of-technology-during-the-time-of-covid-19/
[3] https://www.pewresearch.org/fact-tank/2020/12/11/20-striking-findings-from-2020/
[1] https://pewrsr.ch/3haHfaa
[1] https://pewrsr.ch/37rivar
[1] https://pewrsr.ch/34lCVzM
[1] https://pewrsr.ch/3gVZnon
[1] https://pewrsr.ch/3ha7o9f
[1] https://pewrsr.ch/34mdiyQ
[1] https://pewrsr.ch/3rhlg6r
[1] https://pewrsr.ch/2J4F8s4

Top URLs in Tweet in G3:
[4] https://www.elon.edu/u/imagining/digital_life_2020_nr/

Top URLs in Tweet in G4:
[1] https://www.elon.edu/u/imagining/digital-life-2020-looking-back-looking-forward/
[1] https://www.elon.edu/u/imagining/surveys/xi-2020/

Top URLs in Tweet in G5:
[1] https://twitter.com/lrainie/status/1339989886846324736
[1] https://twitter.com/lrainie/status/1343976975908659200
[1] https://twitter.com/lrainie/status/1344008383888822278

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1339751097850884096

Top Domains
Top Domains in Tweet in Entire Graph:
[23] pewresearch.org
[21] elon.edu
[10] pewrsr.ch
[8] twitter.com
[1] buff.ly
[1] pewsocialtrends.org

Top Domains in Tweet in G1:
[15] elon.edu
[12] pewresearch.org
[3] twitter.com
[1] buff.ly

Top Domains in Tweet in G2:
[11] pewresearch.org
[10] pewrsr.ch
[1] pewsocialtrends.org
[1] twitter.com

Top Domains in Tweet in G3:
[4] elon.edu

Top Domains in Tweet in G4:
[2] elon.edu

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

Top Domains in Tweet in G6:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] socialmedia
[2] opendata
[2] openscience
[2] openresearch
[1] devops
[1] 2020best
[1] future
[1] covid19



Top Hashtags in Tweet in G1:
[1] socialmedia
[1] devops

Top Hashtags in Tweet in G2:
[2] opendata
[2] openscience
[2] openresearch
[1] covid19

Top Hashtags in Tweet in G3:
[1] socialmedia

Top Hashtags in Tweet in G4:
[1] 2020best
[1] future

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] digital,life
[15] findings,tech
[15] tech,covid
[15] covid,pewresearch
[13] imagineinternet,report
[11] jamais,cascio
[10] 2008,09
[10] carr,google
[10] google,making
[10] making,stupid

Top Word Pairs in Tweet in G1:
[10] imagineinternet,report
[8] findings,tech
[8] tech,covid
[8] covid,pewresearch
[7] impact,internet
[6] wise,cascio
[6] cascio,writes
[6] writes,many
[6] many,analysts
[6] analysts,decade

Top Word Pairs in Tweet in G2:
[7] lrainie,findings
[7] findings,tech
[7] tech,covid
[7] covid,pewresearch
[4] pewresearch,lrainie
[3] pewresearch,53
[3] 53,americans
[3] americans,internet
[3] internet,essen
[3] lrainie,pewresearch

Top Word Pairs in Tweet in G3:
[9] digital,life
[8] 2020,digital
[8] life,predictions
[8] predictions,retrospect
[6] shares,#1
[6] #1,insights
[6] insights,2020
[5] chris,boese
[5] boese,chrisboese
[5] chrisboese,shares

Top Word Pairs in Tweet in G4:
[5] read,playing
[5] playing,2008
[5] 2008,09
[5] 09,atlantic
[5] atlantic,debate
[5] debate,nick
[5] nick,carr
[5] carr,google
[5] google,making
[5] making,stupid

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@imagineinternet
@pewresearch
@jannaq
@cascio
@gbengasesan
@susanmernit
@chrisboese
@imagineint
@paradigmhq

Top Mentioned in G1:
@imagineinternet
@pewresearch
@cascio
@lrainie
@carrolldoherty
@roughtype
@jannaq
@brookeauxier
@gbengasesan
@facttank

Top Mentioned in G2:
@lrainie
@pewresearch
@uniessexgovt
@bethnoveck

Top Mentioned in G3:
@lrainie
@imagineinternet
@gbengasesan
@chrisboese
@imagineint
@jannaq
@paradigmhq
@susanmernit
@thecrucible
@emily_vogels

Top Mentioned in G4:
@jannaq
@lrainie
@stoweboyd
@imagineinternet
@cascio
@robkitchin
@katecrawford
@farbandish
@safiyanoble

Top Mentioned in G6:
@surveyfunk

Top Tweeters
Top Tweeters in Entire Graph:
@npsusa
@kcgreen17
@bregmanps
@chrisboese
@susannadw
@1naturalzeta
@patrick23dingen
@pewresearch
@gbengasesan
@feralrobots

Top Tweeters in G1:
@feralrobots
@antonyjohnston
@billt
@garyrobertscott
@pewre
@jacquesbarcia
@cascio
@lrainie
@brettbuttliere
@mhugolopez

Top Tweeters in G2:
@npsusa
@kcgreen17
@bregmanps
@1naturalzeta
@pewresearch
@lindamills62
@facttank
@openscitalk
@smithsgradings
@pewinternet

Top Tweeters in G3:
@chrisboese
@susannadw
@gbengasesan
@jackiegerstein
@stoweboyd
@paradigmhq
@susanmernit
@samweston
@oldaily
@lidaverner

Top Tweeters in G4:
@hrheingold
@michaelzimmer
@kmh_nowinva
@farbandish
@safiyanoble
@williamj
@robkitchin
@katecrawford
@jannaq
@eloncomm

Top Tweeters in G5:
@patrick23dingen
@dvergano
@lizziefin

Top Tweeters in G6:
@joseph_fridman
@surveyfunk