covid library open, Twitter, 6/26/2020 1:26:37 PM, 229932


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covid  library open Twitter NodeXL SNA Map and Report for Friday, 26 June 2020 at 13:25 UTC
covid library open Twitter NodeXL SNA Map and Report for Friday, 26 June 2020 at 13:25 UTC
From:
Anargul
Uploaded on:
June 26, 2020
Short Description:
covid library open via NodeXL https://bit.ly/2CJyIuW
@

Top hashtags:
#covid_19
#covid19
#ljreports
#reopeninglibraries
#ip
#library
#covid
#libraries
#publiclibraries
#microwavefoodnotbooks

Description:
Description
The graph represents a network of 224 Twitter users whose recent tweets contained "covid library open", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 26 June 2020 at 13:26 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 25-minute period from Thursday, 18 June 2020 at 03:41 UTC to Friday, 26 June 2020 at 13:06 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 : 224
Unique Edges : 262
Edges With Duplicates : 6
Total Edges : 268
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0434782608695652
Reciprocated Edge Ratio : 0.0833333333333333
Connected Components : 70
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 41
Maximum Edges in a Connected Component : 41
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.678222
Graph Density : 0.00432415118513773
Modularity : 0.805855
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 224 Twitter users whose recent tweets contained "covid library open", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 26 June 2020 at 13:26 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 25-minute period from Thursday, 18 June 2020 at 03:41 UTC to Friday, 26 June 2020 at 13:06 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 : covid 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:
[3] https://www.facebook.com/events/s/library-activists-meeting-only/2677953152434341/?ti=icl
[2] https://library.southwales.ac.uk/library-closure-online-library-open/covid-19-resources/
[2] https://washcolib.org/489/Coronavirus-COVID-19
[2] https://www.geolsoc.org.uk/Library-and-Information-Services/Virtual-Library/additional-online-resources-covid-19
[2] https://www.youtube.com/playlist?list=PL8gsINcvYPlWNXEFkynEA-S7niE0ttHAH

[1] https://www.cuyahogalibrary.org/LP/COVID-19.aspx
[1] https://www.libraryjournal.com/?detailStory=reopening-libraries-public-libraries-keep-their-options-open&utm_source=editorial&utm_medium=LJTW&utm_term=&utm_content=&utm_campaign=articles
[1] https://blog.cincinnatilibrary.org/Blog/directorletter10
[1] https://septentrio.uit.no/index.php/OSTalk/article/view/5529
[1] https://www.interregeurope.eu/foundation/library/

Top URLs in Tweet in G1:
[1] https://www.ci.pinole.ca.us/city_government/c_o_r_o_n_a_v_i_r_u_s___c_o_v_i_d-19_/c_o_v_i_d-19__r_e_s_o_u_r_c_e_s

Top URLs in Tweet in G2:
[1] https://www.facebook.com/108557887262/posts/10157424494617263/?d=n
[1] https://www.lrhc.org/health-library/story/f8a4dcdf-9260-4a2a-bd38-5949081804e1/
[1] https://www.westtorrens.sa.gov.au/CWT/news_and_events/Council_news_and_events/Council_News/COVID-19_-_opening_Hamra_Centre_Library
[1] https://www.richlandsource.com/crawford_source/crestline-public-library-open-for-inside-hours/article_7c03f62a-b0b3-11ea-ac98-cbc13161e6d8.html
[1] https://riverheadnewsreview.timesreview.com/2020/06/100895/making-a-difference-curbside-pickups-and-online-programming-are-among-adaptations-at-local-libraries/
[1] https://www.geolsoc.org.uk/Library-and-Information-Services/Virtual-Library/additional-online-resources-covid-19
[1] https://www.cdph.ca.gov/Programs/CID/DCDC/CDPH%20Document%20Library/COVID-19/Guidance-for-Face-Coverings_06-18-2020.pdf
[1] https://www.drugsandalcohol.ie/32262/
[1] https://lakelandlibrary.ca/covid19
[1] https://www.newsbreak.com/idaho/twin-falls/news/0PQt27gE/twin-falls-library-now-open-please-dont-microwave-books-to-kill-covid-19

Top URLs in Tweet in G4:
[1] https://septentrio.uit.no/index.php/OSTalk/article/view/5529

Top URLs in Tweet in G5:
[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 G6:
[1] https://library.mcmaster.ca/covid19

Top URLs in Tweet in G7:
[1] https://www.youtube.com/playlist?list=PL8gsINcvYPlWNXEFkynEA-S7niE0ttHAH


Top URLs in Tweet in G8:
[3] https://www.facebook.com/events/s/library-activists-meeting-only/2677953152434341/?ti=icl

Top URLs in Tweet in G9:
[1] https://pressroom.oecs.org/young-students-shine-during-saint-lucias-reading-month

Top URLs in Tweet in G10:
[1] https://capturedeconomy.com/this-week-in-intellectual-property-june-23rd/

Top Domains
Top Domains in Tweet in Entire Graph:
[4] twitter.com
[4] facebook.com
[2] ac.uk
[2] washcolib.org
[2] org.uk
[2] cvrl.net
[2] gov.au
[2] youtube.com
[1] cuyahogalibrary.org
[1] libraryjournal.com

Top Domains in Tweet in G1:
[1] ca.us

Top Domains in Tweet in G2:
[1] facebook.com
[1] lrhc.org
[1] gov.au
[1] richlandsource.com
[1] timesreview.com
[1] org.uk
[1] ca.gov
[1] drugsandalcohol.ie
[1] lakelandlibrary.ca
[1] newsbreak.com

Top Domains in Tweet in G4:
[1] uit.no

Top Domains in Tweet in G5:
[1] unwomen.org

Top Domains in Tweet in G6:
[1] mcmaster.ca

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

Top Domains in Tweet in G8:
[3] facebook.com

Top Domains in Tweet in G9:
[1] oecs.org

Top Domains in Tweet in G10:
[1] capturedeconomy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] covid_19
[14] covid19
[3] ljreports
[3] reopeninglibraries
[3] ip
[3] library
[2] covid
[2] libraries
[1] publiclibraries
[1] microwavefoodnotbooks



Top Hashtags in Tweet in G2:
[3] library
[1] lakeregionhealthcare
[1] opena
[1] llandaff
[1] sorrynotsorry
[1] librarytwitter
[1] microwavefoodnotbooks

Top Hashtags in Tweet in G3:
[16] covid_19
[1] stayhomesavelives
[1] takecare
[1] saynotocomplacency
[1] languagematters

Top Hashtags in Tweet in G5:
[8] covid19
[1] withher
[1] spotlightendviolence

Top Hashtags in Tweet in G7:
[1] psla

Top Hashtags in Tweet in G10:
[3] ip

Top Words
Top Words in Tweet in Entire Graph:
[210] library
[203] open
[154] covid
[123] 19
[108] amp
[82] pinole
[60] free
[44] day
[43] area
[43] y

Top Words in Tweet in G1:
[82] pinole
[82] amp
[41] area
[41] y
[41] attended
[41] protests
[41] rallies
[41] pls
[41] consider
[41] getting

Top Words in Tweet in G2:
[29] open
[27] covid
[27] library
[17] 19
[7] masks
[7] public
[6] up
[6] monday
[6] now
[6] new

Top Words in Tweet in G3:
[32] library
[16] saying
[16] #covid_19
[16] general
[16] circulation
[16] sounds
[16] available
[16] pop
[16] open
[16] browse

Top Words in Tweet in G4:
[18] head
[18] library
[9] podcast
[9] mclokse
[9] services
[9] øystein
[9] lund
[9] resource
[9] center
[9] teaching

Top Words in Tweet in G5:
[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 G6:
[16] books
[8] still
[8] checked
[8] out
[8] extended
[8] due
[8] dates
[8] jan
[8] 2021
[8] wish

Top Words in Tweet in G7:
[16] school
[16] great
[8] library
[8] always
[8] open
[8] many
[8] videos
[8] decided
[8] feature
[8] youtube

Top Words in Tweet in G8:
[11] library
[10] books
[8] libraries
[8] open
[8] covid
[6] workers
[5] dawnafinch
[5] swedish
[5] throughout
[5] number

Top Words in Tweet in G9:
[7] despite
[7] covid
[7] 19
[7] restrictions
[7] dominican
[7] librarian
[7] ms
[7] gustave
[7] supporting
[7] reading

Top Words in Tweet in G10:
[3] twi
[3] #ip
[3] lindsey_brink's
[3] perspective
[3] works
[3] internetarchive's
[3] open
[3] library
[3] mmasnick
[3] dmca

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] covid,19
[41] pinole,area
[41] area,y
[41] y,attended
[41] attended,protests
[41] protests,rallies
[41] rallies,pls
[41] pls,consider
[41] consider,getting
[41] getting,tested

Top Word Pairs in Tweet in G1:
[41] pinole,area
[41] area,y
[41] y,attended
[41] attended,protests
[41] protests,rallies
[41] rallies,pls
[41] pls,consider
[41] consider,getting
[41] getting,tested
[41] tested,covid

Top Word Pairs in Tweet in G2:
[17] covid,19
[4] library,open
[3] during,covid
[3] library,now
[3] now,open
[2] pick,up
[2] 19,restrictions
[2] hamra,centre
[2] 10am,2pm
[2] support,services

Top Word Pairs in Tweet in G3:
[16] saying,#covid_19
[16] #covid_19,general
[16] general,circulation
[16] circulation,sounds
[16] sounds,available
[16] available,library
[16] library,pop
[16] pop,library
[16] library,open
[16] open,browse

Top Word Pairs in Tweet in G4:
[9] podcast,mclokse
[9] mclokse,head
[9] head,library
[9] library,services
[9] services,øystein
[9] øystein,lund
[9] lund,head
[9] head,resource
[9] resource,center
[9] center,teaching

Top Word Pairs in Tweet in G5:
[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 G6:
[8] still,books
[8] books,checked
[8] checked,out
[8] out,extended
[8] extended,due
[8] due,dates
[8] dates,jan
[8] jan,2021
[8] 2021,wish
[8] wish,return

Top Word Pairs in Tweet in G7:
[8] school,library
[8] library,always
[8] always,open
[8] open,many
[8] many,great
[8] great,videos
[8] videos,decided
[8] decided,feature
[8] feature,youtube
[8] youtube,celebrate

Top Word Pairs in Tweet in G8:
[6] library,workers
[5] dawnafinch,swedish
[5] swedish,libraries
[5] libraries,open
[5] open,throughout
[5] throughout,covid
[5] covid,number
[5] number,people
[5] people,come
[5] come,saying

Top Word Pairs in Tweet in G9:
[7] despite,covid
[7] covid,19
[7] 19,restrictions
[7] restrictions,dominican
[7] dominican,librarian
[7] librarian,ms
[7] ms,gustave
[7] gustave,supporting
[7] supporting,reading
[7] reading,efforts

Top Word Pairs in Tweet in G10:
[3] twi,#ip
[3] #ip,lindsey_brink's
[3] lindsey_brink's,perspective
[3] perspective,works
[3] works,internetarchive's
[3] internetarchive's,open
[3] open,library
[3] library,mmasnick
[3] mmasnick,dmca
[3] dmca,2020

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@john1966olsen
@mobilepunch
@bar_zie
@jornaldomacico
@djriveraros
@paxxman
@soupelina
@metalsolter
@shab302611
@sanjukta

Top Tweeters in G1:
@amayadesmone
@kenihanas
@ayeethasjessica
@yosoyian_
@_babygiiirl
@curlynorman
@adorearianababy
@hashtagsophiaaa
@heytrevv
@sleepyboybryan

Top Tweeters in G2:
@newestwarriors
@fnf_kenno
@cincylibrary
@eagerbeavertech
@amadei
@shrevememorial
@ikenchy
@emilys129
@hrbdrugslibrary
@crawfordsource

Top Tweeters in G3:
@killeedypatrick
@mwalimurural
@bellsandbikes
@sallybarnes3
@notbovvered
@h_ahartley
@riponcityken
@tja_evonet
@meirionrees
@unshaunsheep

Top Tweeters in G4:
@yvonnenobis
@terjehaakstad
@uitromso
@ubtromso
@mclokse
@wilhwid
@msolberg
@result_uit
@marksten
@aspaasper

Top Tweeters in G5:
@john1966olsen
@jornaldomacico
@djriveraros
@deepak007raj
@ungeneva
@evilknievelll
@kehkashan_awan
@wjnyatsine

Top Tweeters in G6:
@thodelibrary
@maclibraries
@macmillslibrary
@innisbizlib
@lyonsnewmedia
@rjclib
@macmapsdatagis
@sehelyr

Top Tweeters in G7:
@bar_zie
@lieberrian
@congerjan
@everylibrary
@librolover
@psla_news
@amackley
@labooshki

Top Tweeters in G8:
@soupelina
@wylie_alan
@dawnafinch
@sniphist
@nollbok
@pumpkinspicebag
@grantjosephine

Top Tweeters in G9:
@usembassybtown
@oecscommission
@invest_dominica
@francoiwilliam1
@deezyah
@odemfoundation
@twajazz

Top Tweeters in G10:
@mmasnick
@umbut
@lindsey_brink
@internetarchive
@danieltakash
@capturedecon


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