lrainie, Twitter, 6/4/2020 6:55:04 AM, 228752


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lrainie_2020-06-03_19-37-12.xlsx
lrainie_2020-06-03_19-37-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 04, 2020
Short Description:
lrainie via NodeXL https://bit.ly/3cxVB0D
@lrainie
@larry_irving
@merrillbro
@pewresearch
@zafarqureshi81
@ncode_d_gloriou
@amlover2019
@wobblyeyez1
@mc_badmat
@ahmtsyrk_

Top hashtags:
#digitaldivide
#thenewsprojectlive
#socialmedia
#coronavirus
#pandemic
#spacex

Description:
Description
The graph represents a network of 73 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 June 2020 at 02:37 UTC.

The requested start date was Thursday, 04 June 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 11-day, 15-hour, 4-minute period from Thursday, 21 May 2020 at 02:10 UTC to Monday, 01 June 2020 at 17:15 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 : 73
Unique Edges : 155
Edges With Duplicates : 129
Total Edges : 284
Number of Edge Types : 5
MentionsInRetweet : 93
Mentions : 118
Retweet : 47
Replies to : 12
Tweet : 14
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0374331550802139
Reciprocated Edge Ratio : 0.0721649484536082
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 69
Maximum Edges in a Connected Component : 281
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.272708
Graph Density : 0.036910197869102
Modularity : 0.426311
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 73 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 June 2020 at 02:37 UTC.

The requested start date was Thursday, 04 June 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 11-day, 15-hour, 4-minute period from Thursday, 21 May 2020 at 02:10 UTC to Monday, 01 June 2020 at 17:15 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://twitter.com/lrainie/status/1263868016342765570
[2] https://www.pewresearch.org/global/2020/05/21/americans-give-higher-ratings-to-south-korea-and-germany-than-u-s-for-dealing-with-coronavirus/
[2] https://twitter.com/merrillbro/status/1265730128702734339
[1] https://twitter.com/sciam/status/1266844332050518020
[1] https://pewrsr.ch/2Vf5E2R
[1] https://www.pewresearch.org/?post_type=fact-tank&p=314053
[1] http://pewrsr.ch/2IRlxd7
[1] https://twitter.com/facttank/status/1266474723174686722
[1] https://pewrsr.ch/3cf1Beq
[1] https://pewrsr.ch/2Fz9e22

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/global/2020/05/21/americans-give-higher-ratings-to-south-korea-and-germany-than-u-s-for-dealing-with-coronavirus/
[1] https://www.pewresearch.org/fact-tank/2020/05/21/most-americans-expect-a-covid-19-vaccine-within-a-year-72-say-they-would-get-vaccinated/
[1] https://www.pewresearch.org/internet/2020/04/30/53-of-americans-say-the-internet-has-been-essential-during-the-covid-19-outbreak/
[1] https://twitter.com/tnp/status/1265826836942069760
[1] https://www.pewresearch.org/fact-tank/2020/05/29/fast-facts-about-americans-views-of-social-media-companies-as-trump-twitter-dispute-grows/
[1] https://www.pewresearch.org/topics/digital-divide/
[1] https://twitter.com/merrillbro/status/1265730128702734339
[1] https://www.pewresearch.org/fact-tank/2020/04/08/nearly-three-in-ten-americans-believe-covid-19-was-made-in-a-lab/
[1] https://twitter.com/sciam/status/1266844332050518020
[1] https://pewrsr.ch/2XyuhtE

Top URLs in Tweet in G2:
[1] https://pewrsr.ch/36h1Ynn
[1] https://pewrsr.ch/3bQJqeX
[1] https://pewrsr.ch/3etYcKg
[1] https://pewrsr.ch/2yJDiYt
[1] http://pewrsr.ch/2IRlxd7
[1] https://twitter.com/facttank/status/1266474723174686722
[1] https://twitter.com/merrillbro/status/1265730128702734339
[1] https://www.pscp.tv/w/cZ7aeDE3NDUxfDFlYUtiUVdkVnFxeFhQWuAI-3fjeLQJQ7RL_IlsLlYNbg_Q9QCohGVmdc9xQA==
[1] https://www.pscp.tv/w/cZ7aeDF4ZUVXbFdvdnBXUVB8MWRqR1hRVmduTU9KWmGxXwfjAY1Sver7ZuY24jgy1FaAcQb-A2FOuE8Qt0xB
[1] https://twitter.com/lrainie/status/1266099322942357504

Top URLs in Tweet in G4:
[1] https://twitter.com/lrainie/status/1263868016342765570

Top URLs in Tweet in G5:
[2] https://twitter.com/lrainie/status/1263868016342765570

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] digitaldivide
[11] thenewsprojectlive
[5] socialmedia
[4] coronavirus
[3] pandemic
[2] spacex
[1] covid19
[1] datasummit
[1] edtech



Top Hashtags in Tweet in G1:
[2] spacex
[1] socialmedia
[1] digitaldivide
[1] covid19
[1] datasummit
[1] edtech
[1] thenewsprojectlive

Top Hashtags in Tweet in G2:
[19] digitaldivide
[10] thenewsprojectlive
[4] socialmedia
[4] coronavirus
[3] pandemic

Top Words
Top Word Pairs
Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@larry_irving
@merrillbro
@pewscience
@sbf_alameda
@cmdr_hadfield
@pzilgalvis
@chaumdotcom
@ethereumjoseph

Top Mentioned in G1:
@lrainie
@pewresearch
@pewscience
@alec_h_tyson
@johngramlich
@coronavirus
@kim_c_parker
@pewinternet
@facttank
@nasa

Top Mentioned in G2:
@lrainie
@merrillbro
@larry_irving
@pewresearch
@tnp
@alexmleo
@pewinternet
@pewscience
@facttank
@alex

Top Mentioned in G3:
@sbf_alameda
@cmdr_hadfield
@pzilgalvis
@chaumdotcom
@lrainie
@ethereumjoseph
@glenweyl
@excellion
@jimmysong
@abdulaziz_qtr

Top Mentioned in G4:
@fanglodinglo

Top Tweeters
Top Tweeters in Entire Graph:
@biggreenpen
@nicks103
@djrothkopf
@portefeuillefun
@dontochillo
@pewresearch
@wordwhacker
@brettashtonsj
@aparnamuk
@nasa

Top Tweeters in G1:
@nicks103
@portefeuillefun
@nasa
@nancybaym
@arndt_eric
@pewtrusts
@johngramlich
@rahabtoo
@scienceinsider
@lrainie

Top Tweeters in G2:
@biggreenpen
@djrothkopf
@dontochillo
@pewresearch
@wordwhacker
@brettashtonsj
@aparnamuk
@alex
@larry_irving
@ckrewson

Top Tweeters in G3:
@excellion
@amlover2019
@cmdr_hadfield
@glenweyl
@jimmysong
@pzilgalvis
@sbf_alameda
@wobblyeyez1
@mc_badmat
@ethereumjoseph

Top Tweeters in G4:
@drsinanovic
@fanglodinglo

Top Tweeters in G5:
@gmaps360
@bert_santibanez