lrainie, Twitter, 2/4/2021 6:52:34 AM, 247132


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lrainie_2021-02-03_19-42-12.xlsx
lrainie_2021-02-03_19-42-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2021
Short Description:
lrainie via NodeXL https://bit.ly/3tq9vvm
@lrainie
@surveyfunk
@childishchef
@facttank
@johngmcnutt
@readandright
@japoushter
@f
@mhugolopez
@pewresearch

Top hashtags:
#socialmedia
#inauguration
#scicomm
#mc425
#drbmethods

Description:
Description
The graph represents a network of 59 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, 04 February 2021 at 03:42 UTC.

The requested start date was Thursday, 04 February 2021 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 11-day, 1-hour, 23-minute period from Friday, 22 January 2021 at 16:16 UTC to Tuesday, 02 February 2021 at 17:39 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 : 59
Unique Edges : 55
Edges With Duplicates : 93
Total Edges : 148
Number of Edge Types : 5
Retweet : 38
MentionsInRetweet : 50
Tweet : 16
Mentions : 38
Replies to : 6
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0704225352112676
Reciprocated Edge Ratio : 0.131578947368421
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 142
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.219637
Graph Density : 0.0222092343658679
Modularity : 0.303814
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 59 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, 04 February 2021 at 03:42 UTC.

The requested start date was Thursday, 04 February 2021 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 11-day, 1-hour, 23-minute period from Friday, 22 January 2021 at 16:16 UTC to Tuesday, 02 February 2021 at 17:39 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:
[3] https://www.pewresearch.org/fact-tank/2021/01/28/turnout-soared-in-2020-as-nearly-two-thirds-of-eligible-u-s-voters-cast-ballots-for-president/
[2] https://www.pewresearch.org/fact-tank/2021/02/01/about-one-in-five-americans-who-have-been-harassed-online-say-it-was-because-of-their-religion/
[2] https://www.nytimes.com/2021/01/30/technology/change-my-google-results.html
[2] https://www.pewresearch.org/fact-tank/2021/01/28/racial-ethnic-diversity-increases-yet-again-with-the-117th-congress/
[2] https://www.pewresearch.org/fact-tank/2021/01/22/some-americans-who-have-been-targeted-by-troubling-behaviors-online-wouldnt-call-it-harassment/
[2] https://www.pewresearch.org/fact-tank/2021/01/27/republicans-democrats-at-odds-over-social-media-companies-banning-trump/
[2] https://twitter.com/lrainie/status/1352651376728412161
[1] https://pewrsr.ch/36Sogxx
[1] https://pewrsr.ch/3qufrkR
[1] http://povertymeasurement.org/wp-content/uploads/2021/01/Real_time_Poverty_Estimates_through_December_2020.pdf

Top URLs in Tweet in G1:
[3] https://www.pewresearch.org/fact-tank/2021/01/28/turnout-soared-in-2020-as-nearly-two-thirds-of-eligible-u-s-voters-cast-ballots-for-president/
[2] https://www.pewresearch.org/fact-tank/2021/01/22/some-americans-who-have-been-targeted-by-troubling-behaviors-online-wouldnt-call-it-harassment/
[2] https://www.pewresearch.org/fact-tank/2021/01/27/republicans-democrats-at-odds-over-social-media-companies-banning-trump/
[2] https://www.pewresearch.org/fact-tank/2021/02/01/about-one-in-five-americans-who-have-been-harassed-online-say-it-was-because-of-their-religion/
[1] https://www.pewresearch.org/fact-tank/2020/09/24/54-of-americans-say-social-media-companies-shouldnt-allow-any-political-ads/
[1] https://www.pewresearch.org/fact-tank/2021/01/28/racial-ethnic-diversity-increases-yet-again-with-the-117th-congress/
[1] https://www.nytimes.com/2021/01/30/technology/change-my-google-results.html
[1] https://pewrsr.ch/36Sogxx
[1] https://pewrsr.ch/3qufrkR
[1] http://povertymeasurement.org/wp-content/uploads/2021/01/Real_time_Poverty_Estimates_through_December_2020.pdf

Top URLs in Tweet in G2:
[1] https://cen.acs.org/content/cen/articles/99/i3/Will-public-trust-in-science-survive-the-pandemic.html

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/fact-tank/2021/01/28/racial-ethnic-diversity-increases-yet-again-with-the-117th-congress/
[1] https://pewrsr.ch/3qDQ14d
[1] https://pewrsr.ch/3oYzBD0
[1] https://pewrsr.ch/39Phlpl
[1] https://pewrsr.ch/3abIzXs

Top URLs in Tweet in G4:
[1] https://pewrsr.ch/2MrqPik
[1] https://bit.ly/2YjgtE9
[1] https://pewrsr.ch/3sYt5OS

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1352651376728412161
[1] https://twitter.com/lrainie/status/1352651826378797057
[1] https://twitter.com/lrainie/status/1354826076996952064

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2021/01/30/technology/change-my-google-results.html

Top URLs in Tweet in G8:
[1] https://twitter.com/lrainie/status/1352651376728412161

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] socialmedia
[2] inauguration
[2] scicomm
[2] mc425
[1] drbmethods



Top Hashtags in Tweet in G1:
[4] socialmedia
[2] inauguration
[1] scicomm

Top Hashtags in Tweet in G2:
[1] scicomm

Top Hashtags in Tweet in G3:
[1] socialmedia

Top Hashtags in Tweet in G6:
[1] drbmethods

Top Hashtags in Tweet in G8:
[2] mc425

Top Words
Top Words in Tweet in Entire Graph:
[28] lrainie
[20] online
[20] harassment
[18] americans
[16] more
[13] people
[12] firms
[11] thing
[10] trump
[10] facttank

Top Words in Tweet in G1:
[15] lrainie
[12] online
[12] americans
[11] harassment
[10] more
[9] firms
[8] nearly
[7] people
[7] behaviors
[7] pewresearch

Top Words in Tweet in G3:
[5] lrainie
[4] americans
[3] more
[3] catholic
[2] pewresearch
[2] firms
[2] one
[2] adults
[2] religious
[2] president

Top Words in Tweet in G4:
[7] lrainie
[3] facttank
[3] men
[3] online
[3] harassment
[3] religion
[2] republicans
[2] faced
[2] more
[2] others

Top Words in Tweet in G6:
[3] people
[2] opinion
[2] right

Top Words in Tweet in G8:
[4] harassment
[3] online
[2] interesting
[2] research
[2] coming
[2] pew
[2] #mc425
[2] question
[2] gets
[2] define

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] online,harassment
[9] social,media
[8] americans,targeted
[8] targeted,troubling
[8] troubling,behaviors
[8] behaviors,online
[8] online,wouldn
[8] wouldn,call
[8] call,harassment
[8] harassment,consistent

Top Word Pairs in Tweet in G1:
[6] social,media
[6] americans,targeted
[6] targeted,troubling
[6] troubling,behaviors
[6] behaviors,online
[6] online,wouldn
[6] wouldn,call
[6] call,harassment
[6] harassment,consistent
[5] online,harassment

Top Word Pairs in Tweet in G4:
[3] lrainie,facttank
[2] lrainie,republicans
[2] republicans,men
[2] men,faced
[2] faced,online
[2] online,harassment
[2] harassment,more
[2] more,others
[2] others,cite
[2] cite,religion

Top Word Pairs in Tweet in G8:
[3] online,harassment
[2] interesting,research
[2] research,coming
[2] coming,pew
[2] pew,#mc425
[2] #mc425,question
[2] question,gets
[2] gets,define
[2] define,online
[2] harassment,apply

Top Replied-To
Top Replied-To in Entire Graph:
@lrainie
@peachypings

Top Replied-To in G1:
@lrainie

Top Replied-To in G3:
@lrainie

Top Replied-To in G4:
@lrainie

Top Replied-To in G5:
@peachypings

Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@facttank
@pewresearch
@carrolldoherty
@kashhill
@pewhispanic
@pewinternet
@rlcscienceboss
@caulfieldtim
@johnbesley

Top Mentioned in G1:
@lrainie
@pewresearch
@facttank
@carrolldoherty
@richardwike
@glob_solutions
@pewglobal
@pewinternet
@colleenamcclain
@monicaranders

Top Mentioned in G2:
@rlcscienceboss
@caulfieldtim
@johnbesley
@sharondunwoody
@brossardd
@scheufele
@shobitap
@vishplus
@cenmag

Top Mentioned in G3:
@lrainie
@pewresearch
@pewhispanic
@facttank
@colleenamcclain
@monicaranders

Top Mentioned in G4:
@lrainie
@facttank
@f

Top Mentioned in G5:
@dragonfruitio
@fruitsaladtech
@lrainie

Top Mentioned in G7:
@kashhill

Top Mentioned in G8:
@ellenhel

Top Tweeters
Top Tweeters in Entire Graph:
@cwharlow
@lexalexander
@benyt
@publichealthmap
@pewresearch
@infopablo00
@crampell
@caulfieldtim
@willperrin
@drjanet_a_ward

Top Tweeters in G1:
@cwharlow
@publichealthmap
@infopablo00
@crampell
@willperrin
@ed_dodds
@pewinternet
@johngramlich
@sharon
@lrainie

Top Tweeters in G2:
@caulfieldtim
@cenmag
@shobitap
@brossardd
@scheufele
@vishplus
@rlcscienceboss
@surveyfunk
@johnbesley
@sharondunwoody

Top Tweeters in G3:
@pewresearch
@mhugolopez
@monicaranders
@pewhispanic
@readandright
@colleenamcclain

Top Tweeters in G4:
@lexalexander
@dubikan
@facttank
@potionclass
@johngmcnutt
@f

Top Tweeters in G5:
@peachypings
@childishchef
@dragonfruitio
@fruitsaladtech

Top Tweeters in G6:
@kurkmulligan
@jewish_worker
@drbaileyuttyler

Top Tweeters in G7:
@benyt
@kashhill

Top Tweeters in G8:
@drjanet_a_ward
@ellenhel