lrainie, Twitter, 6/9/2022 2:18:03 AM, 277933


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lrainie_2022-06-08_19-14-56.xlsx
lrainie_2022-06-08_19-14-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2022
Short Description:
lrainie via NodeXL https://bit.ly/3msclhc
@lrainie
@polsromvip
@uddyamilxyz
@pewresearch
@pewinternet
@heshmatid
@profwernimont
@robinhoodjr24
@dogshammer
@dkinkler

Top hashtags:
#libraries
#learning
#internetlibrarian
#cildc
#swfutures
#homeworkgap

Description:
Description
The graph represents a network of 67 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 June 2022 at 02:14 UTC.

The requested start date was Thursday, 09 June 2022 at 00:01 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 6-day, 11-hour, 8-minute period from Saturday, 28 May 2022 at 09:41 UTC to Friday, 03 June 2022 at 20:50 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 : 67
Unique Edges : 50
Edges With Duplicates : 133
Total Edges : 183
Number of Edge Types : 5
Retweet : 52
MentionsInRetweet : 69
Mentions : 39
Tweet : 12
Replies to : 11
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0666666666666667
Reciprocated Edge Ratio : 0.125
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 55
Maximum Edges in a Connected Component : 168
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.092429
Graph Density : 0.0217096336499322
Modularity : 0.284101
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 67 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 June 2022 at 02:14 UTC.

The requested start date was Thursday, 09 June 2022 at 00:01 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 6-day, 11-hour, 8-minute period from Saturday, 28 May 2022 at 09:41 UTC to Friday, 03 June 2022 at 20:50 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:
[6] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/
[3] https://twitter.com/lrainie/status/1532399609888243714
[2] https://twitter.com/lrainie/status/1532399032236130304
[2] https://twitter.com/lrainie/status/1532402731876593664
[2] https://www.pewresearch.org/fact-tank/2022/05/27/what-the-data-says-about-abortion-in-the-u-s/?utm_content=buffer4415b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/lrainie/status/1532824802586767369
[1] https://www.pewresearch.org/global/quiz/international-affairs-quiz/
[1] https://pewrsr.ch/3lXUKgX
[1] https://pewrsr.ch/3Q1KxxQ
[1] https://pewrsr.ch/3Mi5GAp

Top URLs in Tweet in G1:
[6] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/
[1] https://www.pewresearch.org/global/quiz/international-affairs-quiz/
[1] https://www.pewresearch.org/fact-tank/2022/05/27/what-the-data-says-about-abortion-in-the-u-s/?utm_content=buffer4415b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[1] https://pewrsr.ch/3PAgL2T
[1] https://pewrsr.ch/38Mi8uM
[1] https://www.pewresearch.org/fact-tank/2022/05/27/what-the-data-says-about-abortion-in-the-u-s/?utm_content=buffer4415b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pewrsr.ch/3Mi5GAp
[1] https://pewrsr.ch/3Q1KxxQ
[1] https://pewrsr.ch/3lXUKgX
[1] https://twitter.com/lrainie/status/1532399032236130304

Top URLs in Tweet in G5:
[2] https://twitter.com/lrainie/status/1532399609888243714
[1] https://twitter.com/lrainie/status/1532399032236130304
[1] https://twitter.com/lrainie/status/1532402731876593664

Top URLs in Tweet in G6:
[1] https://twitter.com/lrainie/status/1532402731876593664

Top URLs in Tweet in G7:
[1] https://twitter.com/lrainie/status/1532399609888243714

Top URLs in Tweet in G9:
[1] https://twitter.com/lrainie/status/1532824802586767369

Top Domains
Top Domains in Tweet in Entire Graph:
[9] pewresearch.org
[8] twitter.com
[5] pewrsr.ch

Top Domains in Tweet in G1:
[8] pewresearch.org

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

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

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

Top Domains in Tweet in G7:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1] libraries
[1] learning
[1] internetlibrarian
[1] cildc
[1] swfutures
[1] homeworkgap



Top Hashtags in Tweet in G1:
[1] homeworkgap

Top Hashtags in Tweet in G5:
[1] swfutures

Top Hashtags in Tweet in G9:
[1] libraries
[1] learning
[1] internetlibrarian
[1] cildc

Top Words
Top Words in Tweet in Entire Graph:
[66] teens
[50] lrainie
[42] ø
[39] school
[33] person
[26] prefer
[26] completely
[26] ù
[25] 65
[24] pewresearch

Top Words in Tweet in G1:
[46] teens
[27] lrainie
[26] school
[20] person
[19] prefer
[19] completely
[18] 65
[18] remotely
[18] hybrid
[17] pewinternetâ

Top Words in Tweet in G2:
[16] teens
[10] lrainie
[10] pewresearch
[8] during
[8] person
[8] school
[7] report
[6] pandemic
[5] big
[5] schooling

Top Words in Tweet in G3:
[11] lrainie
[9] pewinternet
[5] 65
[5] person
[4] teens
[4] prefer
[4] school
[4] completely
[4] remotely
[4] hybrid

Top Words in Tweet in G5:
[2] students

Top Words in Tweet in G6:
[3] enough
[3] one
[3] believes
[3] everyone
[3] generation
[3] connected
[3] way
[2] profwernimont

Top Words in Tweet in G7:
[42] ø
[26] ù
[6] ùˆø
[4] از
[4] ûœø
[3] ûœù
[3] ûœ
[2] heshmatid
[2] ۶۵
[2] درصد

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] teens,prefer
[26] prefer,school
[26] school,completely
[26] completely,person
[24] 65,teens
[24] person,remotely
[24] remotely,hybrid
[23] lrainie,65
[21] hybrid,pewinternetâ
[15] ù,ø

Top Word Pairs in Tweet in G1:
[19] teens,prefer
[19] prefer,school
[19] school,completely
[19] completely,person
[18] 65,teens
[18] person,remotely
[18] remotely,hybrid
[17] lrainie,65
[17] hybrid,pewinternetâ
[8] one,five

Top Word Pairs in Tweet in G2:
[5] lrainie,big
[5] big,report
[5] report,pewresearch
[5] pewresearch,teens
[5] teens,schooling
[5] schooling,struggles
[5] struggles,during
[5] during,pandemic
[5] pandemic,remote
[5] remote,classes

Top Word Pairs in Tweet in G3:
[4] lrainie,65
[4] 65,teens
[4] teens,prefer
[4] prefer,school
[4] school,completely
[4] completely,person
[4] person,remotely
[4] remotely,hybrid
[4] lrainie,zaidjilani
[4] zaidjilani,pewinternet

Top Word Pairs in Tweet in G6:
[3] enough,one
[3] one,believes
[3] believes,everyone
[3] everyone,generation
[3] generation,connected
[3] connected,way
[2] profwernimont,enough

Top Word Pairs in Tweet in G7:
[15] ù,ø
[13] ø,ø
[13] ø,ù
[5] ù,ù
[3] ùˆø,ø
[3] ø,ùˆø
[3] ûœ,ø
[2] heshmatid,۶۵
[2] ۶۵,درصد
[2] درصد,از

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lrainie
@pewresearch
@pewinternet
@monicaranders
@mtfaverio
@zaidjilani
@colleenamcclain
@profwernimont
@heshmatid

Top Mentioned in G1:
@lrainie
@pewresearch
@pewinternet
@colleenamcclain
@monicaranders
@mtfaverio

Top Mentioned in G2:
@pewresearch
@lrainie
@pewinternet
@monicaranders
@mtfaverio
@colleenamcclain

Top Mentioned in G3:
@pewinternet
@lrainie
@zaidjilani
@pewresearch

Top Mentioned in G4:
@primatesnft
@matthewrycroft1
@lrainie
@0oty_mac

Top Mentioned in G6:
@profwernimont

Top Mentioned in G7:
@heshmatid

Top Mentioned in G8:
@im0001
@lrainie

Top Mentioned in G9:
@urbanlibrary

Top Tweeters
Top Tweeters in Entire Graph:
@natioscourge
@nobiggovduh
@clancynewyork
@danbuk4
@globug81
@808constituent
@therocsworld
@pewresearch
@quietsolopursui
@jakethecrazy19

Top Tweeters in G1:
@clancynewyork
@danbuk4
@globug81
@808constituent
@quietsolopursui
@jakethecrazy19
@socworkpodcast
@hare_brain
@masterthiefesq
@trasplantedmike

Top Tweeters in G2:
@pewresearch
@ofthestardust
@digitalethics
@mattizcoop
@jonl
@tamaraniac
@monicaranders
@whatsfuss
@plutopia
@colleenamcclain

Top Tweeters in G3:
@natioscourge
@nobiggovduh
@robinhoodjr24
@pewinternet
@taylorbirdie
@dkinkler
@zaidjilani
@jayhanke
@dogshammer

Top Tweeters in G4:
@0oty_mac
@matthewrycroft1
@alphalabsone
@polsromvip
@primatesnft

Top Tweeters in G5:
@therocsworld
@beatrizgietner
@lauranissen
@karenchristenze

Top Tweeters in G6:
@profwernimont
@cassius_a
@laura_wexler

Top Tweeters in G7:
@heshmatid
@ebi135717
@mahmoody44

Top Tweeters in G8:
@im0001
@uddyamilxyz
@oneira__

Top Tweeters in G9:
@jdysart
@urbanlibrary


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