covid19 library open, Twitter, 6/27/2020 6:12:29 AM, 229959


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covid19 library open Twitter NodeXL SNA Map and Report for Saturday, 27 June 2020 at 06:11 UTC
covid19 library open Twitter NodeXL SNA Map and Report for Saturday, 27 June 2020 at 06:11 UTC
From:
Anargul
Uploaded on:
June 27, 2020
Short Description:
covid19 library open via NodeXL https://bit.ly/2YFd6IJ
@

Top hashtags:
#covid19
#keeplibariesalive
#weneedyourhelp
#obesity
#who
#backtohealth
#openaccess
#openscience
#franklintn
#willcotn

Description:
Description
The graph represents a network of 67 Twitter users whose recent tweets contained "covid19 library open", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 27 June 2020 at 06:12 UTC.

The tweets in the network were tweeted over the 7-day, 4-hour, 49-minute period from Friday, 19 June 2020 at 09:12 UTC to Friday, 26 June 2020 at 14:01 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.


Overall Graph Metrics
Vertices : 67
Unique Edges : 82
Edges With Duplicates : 4
Total Edges : 86
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 22
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 11
Maximum Edges in a Connected Component : 26
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.211594
Graph Density : 0.0156037991858887
Modularity : 0.759904
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 67 Twitter users whose recent tweets contained "covid19 library open", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 27 June 2020 at 06:12 UTC.

The tweets in the network were tweeted over the 7-day, 4-hour, 49-minute period from Friday, 19 June 2020 at 09:12 UTC to Friday, 26 June 2020 at 14:01 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 : TwitterSearch
Graph Term : covid19 library open
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://www.customink.com/fundraising/friends-of-the-lincoln-memorial-library
[2] https://www.wcpltn.org/CivicAlerts.aspx?AID=199
[2] https://www.worldobesity.org/resources/resource-library/open-letter-to-the-world-health-organization?fbclid=IwAR0kjugwK7OV1NZdaad7-z-BM-NBYA1nZ92Rwa0PkCVD7zL4y7yfRGPmV1w
[1] https://www.devex.com/news/opinion-let-the-learning-begin-a-who-open-access-platform-could-transform-covid-19-response-97529
[1] https://www.instagram.com/p/CB3hjfkn6KU/?igshid=j17s8xktvkcw
[1] https://podcasts.apple.com/us/podcast/weill-cornell-medicine-back-to-health/id1410388487?mt=2
[1] https://open.spotify.com/episode/5beaqH1Rh7JsQLDsM7st6l
[1] https://twitter.com/C19DigitalClass/status/1275857821146513408
[1] https://lakelandlibrary.ca/covid19
[1] https://www.unwomen.org/en/digital-library/publications/2020/04/issue-brief-covid-19-and-ending-violence-against-women-and-girls

Top URLs in Tweet in G2:
[1] https://www.unwomen.org/en/digital-library/publications/2020/04/issue-brief-covid-19-and-ending-violence-against-women-and-girls

Top URLs in Tweet in G3:
[1] https://www.benningtonbanner.com/stories/library-invites-children-to-summer-reading-program,607077
[1] https://lakelandlibrary.ca/covid19
[1] https://www.instagram.com/p/CB3hjfkn6KU/?igshid=j17s8xktvkcw
[1] https://www.devex.com/news/opinion-let-the-learning-begin-a-who-open-access-platform-could-transform-covid-19-response-97529

Top URLs in Tweet in G4:
[1] https://library.mcmaster.ca/covid19

Top URLs in Tweet in G5:
[1] https://twitter.com/C19DigitalClass/status/1275857821146513408

Top URLs in Tweet in G6:
[1] https://podcasts.apple.com/us/podcast/weill-cornell-medicine-back-to-health/id1410388487?mt=2
[1] https://open.spotify.com/episode/5beaqH1Rh7JsQLDsM7st6l

Top URLs in Tweet in G7:
[1] https://libraries.wichita.edu/covid19

Top URLs in Tweet in G10:
[1] https://www.ks.undp.org/content/kosovo/en/home/library/poverty/rapid-socio-economic-impact-assessment-of-covid-19-in-kosovo.html
[1] https://twitter.com/enisaserhati/status/1274987170298806274

Top Domains
Top Domains in Tweet in Entire Graph:
[4] customink.com
[2] wcpltn.org
[2] worldobesity.org
[2] twitter.com
[1] devex.com
[1] instagram.com
[1] apple.com
[1] spotify.com
[1] lakelandlibrary.ca
[1] unwomen.org

Top Domains in Tweet in G2:
[1] unwomen.org

Top Domains in Tweet in G3:
[1] benningtonbanner.com
[1] lakelandlibrary.ca
[1] instagram.com
[1] devex.com

Top Domains in Tweet in G4:
[1] mcmaster.ca

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

Top Domains in Tweet in G6:
[1] apple.com
[1] spotify.com

Top Domains in Tweet in G7:
[1] wichita.edu

Top Domains in Tweet in G10:
[1] undp.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] covid19
[4] keeplibariesalive
[4] weneedyourhelp
[2] obesity
[2] who
[2] backtohealth
[1] openaccess
[1] openscience
[1] franklintn
[1] willcotn



Top Hashtags in Tweet in G2:
[8] covid19
[1] withher
[1] spotlightendviolence

Top Hashtags in Tweet in G3:
[8] covid19
[1] worksafe
[1] flattenthecurve
[1] blogpost
[1] collaboration
[1] pandemic
[1] openaccess
[1] openscience

Top Hashtags in Tweet in G5:
[5] covid19

Top Hashtags in Tweet in G6:
[2] backtohealth
[2] covid19
[1] lgbtq
[1] pride

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[45] open
[38] library
[36] #covid19
[17] services
[16] content
[15] training
[12] books
[11] covid
[11] 19
[11] amp

Top Words in Tweet in G1:
[3] still
[3] sorting
[3] library
[3] open
[3] nice
[3] book
[3] oops
[3] vaccines
[3] pandemic
[3] started

Top Words in Tweet in G2:
[16] services
[8] respond
[8] #covid19
[8] outbreak
[8] ensure
[8] hotlines
[8] victims
[8] domestic
[8] abuse
[8] considered

Top Words in Tweet in G3:
[13] library
[8] open
[8] #covid19
[4] books
[3] out
[2] things
[2] here
[2] pakistan
[2] 24
[2] book

Top Words in Tweet in G4:
[8] books
[4] still
[4] checked
[4] out
[4] extended
[4] due
[4] dates
[4] jan
[4] 2021
[4] wish

Top Words in Tweet in G5:
[15] training
[15] content
[10] health
[10] workers
[5] responding
[5] #covid19
[5] need
[5] improve
[5] program
[5] share

Top Words in Tweet in G6:
[2] latest
[2] #backtohealth
[2] episode
[2] constance
[2] zhou
[2] triimdphd
[2] amp
[2] wcmwqlinic
[2] discusses
[2] #covid19

Top Words in Tweet in G7:
[8] library
[4] ablah
[4] open
[4] wichita
[4] state
[4] students
[4] faculty
[4] staff
[4] stay
[4] up

Top Words in Tweet in G10:
[3] proud
[3] innovative
[3] team
[3] ensured
[3] great
[3] visualization
[3] results
[3] joint
[3] un
[3] socio

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] covid,19
[10] library,open
[10] training,health
[10] health,workers
[8] respond,#covid19
[8] #covid19,outbreak
[8] outbreak,ensure
[8] ensure,hotlines
[8] hotlines,services
[8] services,victims

Top Word Pairs in Tweet in G1:
[3] still,sorting
[3] sorting,library
[3] library,open
[3] open,nice
[3] nice,book
[3] book,oops
[3] oops,vaccines
[3] vaccines,pandemic
[3] pandemic,started
[3] started,1919

Top Word Pairs in Tweet in G2:
[8] respond,#covid19
[8] #covid19,outbreak
[8] outbreak,ensure
[8] ensure,hotlines
[8] hotlines,services
[8] services,victims
[8] victims,domestic
[8] domestic,abuse
[8] abuse,considered
[8] considered,essential

Top Word Pairs in Tweet in G3:
[2] open,24
[2] book,return
[2] drop,box
[2] library,message
[2] message,reminder
[2] reminder,love
[2] love,kindness
[2] kindness,each
[2] each,through
[2] through,#covid19

Top Word Pairs in Tweet in G4:
[4] still,books
[4] books,checked
[4] checked,out
[4] out,extended
[4] extended,due
[4] due,dates
[4] dates,jan
[4] jan,2021
[4] 2021,wish
[4] wish,return

Top Word Pairs in Tweet in G5:
[10] training,health
[10] health,workers
[5] workers,responding
[5] responding,#covid19
[5] #covid19,need
[5] need,content
[5] content,improve
[5] improve,training
[5] training,program
[5] program,content

Top Word Pairs in Tweet in G6:
[2] latest,#backtohealth
[2] #backtohealth,episode
[2] episode,constance
[2] constance,zhou
[2] zhou,triimdphd
[2] triimdphd,amp
[2] amp,wcmwqlinic
[2] wcmwqlinic,discusses
[2] discusses,#covid19
[2] #covid19,pandemic

Top Word Pairs in Tweet in G7:
[4] ablah,library
[4] library,open
[4] open,wichita
[4] wichita,state
[4] state,students
[4] students,faculty
[4] faculty,staff
[4] staff,stay
[4] stay,up
[4] up,date

Top Word Pairs in Tweet in G10:
[3] proud,innovative
[3] innovative,team
[3] team,ensured
[3] ensured,great
[3] great,visualization
[3] visualization,results
[3] results,joint
[3] joint,un
[3] un,socio
[3] socio,economic

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thodelibrary
@macmillslibrary
@ndakaripa
@gospelmatondi
@makuviset
@mushunjemildred
@maipan_ven
@hesphina
@jusg_g
@lesleymacheka

Top Mentioned in G1:
@ndakaripa
@gospelmatondi
@makuviset
@mushunjemildred
@maipan_ven
@hesphina
@jusg_g
@lesleymacheka

Top Mentioned in G4:
@thodelibrary
@macmillslibrary

Top Mentioned in G6:
@triimdphd
@wcmwqlinic

Top Mentioned in G8:
@dcislamabad
@hamzashafqaat

Top Mentioned in G9:
@canisazureus

Top Tweeters
Top Tweeters in Entire Graph:
@john1966olsen
@jornaldomacico
@djriveraros
@canisazureus
@shab302611
@therealmissjo
@deepak007raj
@ungeneva
@jeffieruth
@science_open

Top Tweeters in G1:
@miltonkamwendo
@rudonyangulu
@jusg_g
@ndakaripa
@bvumie
@hesphina
@gospelmatondi
@mushunjemildred
@maipan_ven
@lesleymacheka

Top Tweeters in G2:
@john1966olsen
@jornaldomacico
@djriveraros
@deepak007raj
@ungeneva
@evilknievelll
@kehkashan_awan
@wjnyatsine

Top Tweeters in G3:
@science_open
@levy_library
@gibsonslibrary
@docsfortots
@miraamirmengal
@heidiwholeness
@lakelandlr
@pfml_library

Top Tweeters in G4:
@thodelibrary
@maclibraries
@macmillslibrary
@innisbizlib
@lyonsnewmedia
@macmapsdatagis

Top Tweeters in G5:
@shab302611
@rajpanjabi
@ksburke1
@ekakooza
@pershingsqfdn

Top Tweeters in G6:
@weillcornell
@wcm_library
@triimdphd
@wcmwqlinic

Top Tweeters in G7:
@wsulibrary
@tmcaitlinn
@wsu_fgso
@shockerpathway

Top Tweeters in G8:
@navift
@dcislamabad
@hamzashafqaat
@beenishtabrez

Top Tweeters in G9:
@canisazureus
@therealmissjo
@changeling2525

Top Tweeters in G10:
@enisaserhati
@mariasuokko
@alisahasani


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