zoom, Twitter, 3/26/2020 4:24:14 AM, 223733


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zoom_2020-03-25_11-56-47.xlsx
zoom_2020-03-25_11-56-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 26, 2020
Short Description:
zoom via NodeXL https://bit.ly/3dvdgrl
@zoom_us
@xespera
@plibin
@joebiden
@king_zamiri
@uh_rye
@benjred
@billkristol
@notoccupying
@zoom

Top hashtags:
#zoom
#covid19
#academictwitter
#quaratinelife
#coronavirus
#webinar
#animalcrossing
#remotelearning
#wfh

Description:
Description
The graph represents a network of 24,544 Twitter users whose recent tweets contained "zoom", 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 Wednesday, 25 March 2020 at 19:14 UTC.

The tweets in the network were tweeted over the 1-hour, 31-minute period from Wednesday, 25 March 2020 at 17:25 UTC to Wednesday, 25 March 2020 at 18:56 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 : 24544
Unique Edges : 25312
Edges With Duplicates : 1916
Total Edges : 27228
Number of Edge Types : 5
Replies to : 2732
Retweet : 6723
Tweet : 6968
Mentions : 6639
MentionsInRetweet : 4166
Self-Loops : 7013
Reciprocated Vertex Pair Ratio : 0.0121976647206005
Reciprocated Edge Ratio : 0.0241013492635699
Connected Components : 8848
Single-Vertex Connected Components : 4593
Maximum Vertices in a Connected Component : 3059
Maximum Edges in a Connected Component : 5339
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.996736
Graph Density : 3.22352844681349E-05
Modularity : 0.799157
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 24,544 Twitter users whose recent tweets contained "zoom", 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 Wednesday, 25 March 2020 at 19:14 UTC.

The tweets in the network were tweeted over the 1-hour, 31-minute period from Wednesday, 25 March 2020 at 17:25 UTC to Wednesday, 25 March 2020 at 18:56 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 : zoom
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:
[30] https://zoom.us/meeting/register/u5YkfuyppzopGHGkNMS90CWPA-YfhdkaCg
[27] https://zoom.us/
[27] https://code.zoom.us/j/309084174
[25] https://us04web.zoom.us/j/717679294?pwd=VTlQL1Q0MmU4MS93dkVvYUhPWDVrZz09
[16] https://www.forbes.com/sites/kateoflahertyuk/2020/03/25/zooms-a-lifeline-during-covid-19-this-is-why-its-also-a-privacy-risk/#14d6988428ba
[15] https://twitter.com/codeorg/status/1242859642151038976
[13] https://cubuffs.com/news/2020/3/25/general-cu-themed-zoom-meeting-backgrounds.aspx
[11] https://twitter.com/i/events/1242863082893787136
[11] https://www.genbeta.com/herramientas/zoom-no-solo-triunfa-videollamadas-trabajo-amigos-tambien-aplicacion-favorita-politicos
[11] https://twitter.com/plibin/status/1242487179537813505

Top URLs in Tweet in G1:
[10] https://www.genbeta.com/herramientas/zoom-no-solo-triunfa-videollamadas-trabajo-amigos-tambien-aplicacion-favorita-politicos
[9] https://twitter.com/i/events/1242863082893787136
[7] https://zoom.us/
[6] https://link.iroas.jp/58781177
[4] https://zoom.us/webinar/register/WN_u6lTRSX7TXizIRWYorKyAQ
[4] https://twitter.com/plibin/status/1242487179537813505
[3] https://twitter.com/_tessr/status/1242861305788280835
[3] https://www.businessinsider.com/does-zoom-automatically-record?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/xespera/status/1242560637940592640
[3] https://www.wired.com/story/tips-for-using-zoom?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[16] https://www.forbes.com/sites/kateoflahertyuk/2020/03/25/zooms-a-lifeline-during-covid-19-this-is-why-its-also-a-privacy-risk/#14d6988428ba
[3] https://twitter.com/EchinoKate/status/1239914023107395584
[3] https://twitter.com/plibin/status/1242487179537813505
[2] https://support.zoom.us/hc/en-us/requests/new
[2] https://zoom.us/
[2] https://nypost.com/2020/03/24/west-elm-offers-free-virtual-backdrops-to-cover-up-coronavirus-messes-on-zoom/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://us04web.zoom.us/j/463625953
[2] https://www.ipinst.org/2020/03/coronavirus-covd-19-statement-from-ipi
[2] https://loom.com/
[2] https://www.youtube.com/watch?v=akuGSBeWTq4&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://twitter.com/i/events/1242863082893787136

Top URLs in Tweet in G4:
[1] https://twitter.com/WritersandBooks/status/1242780529969311744
[1] https://www.zoho.com/meeting/zoom-alternative.html

Top URLs in Tweet in G5:
[1] https://twitter.com/macho_montana/status/1241811552472379393

Top URLs in Tweet in G9:
[8] https://zoom.us/webinar/register/WN_SrK5p1lASOevUqUze6mdxw
[2] https://www.latimes.com/entertainment-arts/story/2020-03-23/coronavirus-quarantine-hollywood-zoom-poker-game
[2] https://www.latimes.com/politics/story/2020-03-24/joe-biden-struggles-attention-amid-coronavirus-crisis
[1] https://twitter.com/lubnasebastian/status/1242870906361384960
[1] https://zoom.us/webinar/register/WN_jc5dVnySRHiU9h8l7c78aA
[1] https://zoom.us/webinar/register/4515849974486/WN_jc5dVnySRHiU9h8l7c78aA
[1] https://twitter.com/SymoneDSanders/status/1242864313594974214
[1] https://twitter.com/thematthill/status/1242864176529358852
[1] https://zoom.us/webinar/register/WN_4KTvmfnWRHug2EK0_eXIMA

Top URLs in Tweet in G10:
[2] https://zoom.us/j/676263436
[2] https://zoom.us/j/789660108
[2] https://www.youtube.com/watch?v=d7xXZxRDFUU&feature=youtu.be

[2] https://www.zdf.de/dokumentation/zdfzoom/zdfzoom-der-corona-effekt-100.html#xtor=CS5-4
[2] https://drive.google.com/a/southalabama.edu/file/d/1kclG3641pQQhIlpjoMSc0DnblvepwG3I/view?usp=sharing
[1] https://www.youtube.com/watch?v=UTXUmoNsgg0&feature=youtu.be

[1] https://www.youtube.com/watch?v=Txz_-OLoFL0&feature=youtu.be

[1] https://www.youtube.com/watch?v=ctT5DHtE0K8&feature=youtu.be

[1] https://www.youtube.com/watch?v=DMo6Ju8SJ8o&feature=youtu.be

[1] https://nwnoggin.org

Top Domains
Top Domains in Tweet in Entire Graph:
[1553] zoom.us
[617] twitter.com
[153] instagram.com
[98] youtube.com
[47] facebook.com
[46] google.com
[31] linkedin.com
[26] businessinsider.com
[25] forbes.com
[20] co.uk

Top Domains in Tweet in G1:
[346] zoom.us
[262] twitter.com
[115] instagram.com
[29] youtube.com
[19] linkedin.com
[16] genbeta.com
[12] facebook.com
[10] businessinsider.com
[8] google.com
[7] waze.com

Top Domains in Tweet in G2:
[44] twitter.com
[43] zoom.us
[19] forbes.com
[11] youtube.com
[4] loom.com
[3] cybraryman.com
[2] linkedin.com
[2] nypost.com
[2] instagram.com
[2] ipinst.org

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] zoho.com

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

Top Domains in Tweet in G9:
[11] zoom.us
[4] latimes.com
[3] twitter.com

Top Domains in Tweet in G10:
[14] youtube.com
[7] zoom.us
[5] twitter.com
[3] zdf.de
[2] google.com
[2] meetup.com
[1] nwnoggin.org
[1] instagram.com
[1] wayne.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[327] zoom
[290] covid19
[149] academictwitter
[138] quaratinelife
[110] coronavirus
[62] webinar
[49] animalcrossing
[48] remotelearning
[41] wfh
[35] socialdistancing



Top Hashtags in Tweet in G1:
[113] zoom
[48] covid19
[32] coronavirus
[19] wfh
[17] mlds
[16] moedchat
[14] workfromhome
[13] stayhome
[13] socialdistancing
[12] quarantine

Top Hashtags in Tweet in G2:
[30] covid19
[18] zoom
[14] bhchat
[13] remotelearning
[12] distancelearning
[12] wfh
[11] coronavirus
[11] smechat
[8] onlinelearning
[8] wallpaperwednesday

Top Hashtags in Tweet in G4:
[2] lockdownuk
[1] zohomeeting

Top Hashtags in Tweet in G7:
[6] covid19
[6] zoom
[3] cau_rys20

Top Hashtags in Tweet in G8:
[137] quaratinelife
[137] academictwitter
[39] animalcrossing

Top Hashtags in Tweet in G9:
[4] homeschooling
[1] cheerslikeachampion
[1] covid19

Top Hashtags in Tweet in G10:
[12] peardeck
[12] remotelearning
[11] 3rdchat
[10] zoom
[3] dieanstalt
[3] wearecue
[3] teachertwitter
[2] cuecreativityln
[2] remoteteaching
[2] bettertogetherca

Top Words
Top Words in Tweet in Entire Graph:
[13696] Words in Sentiment List#1: Positive
[7576] Words in Sentiment List#2: Negative
[113] Words in Sentiment List#3: Angry/Violent
[495403] Non-categorized Words
[516694] Total Words
[16871] zoom
[2596] meeting
[1970] join
[1820] call
[1715] class

Top Words in Tweet in G1:
[4501] zoom
[654] meeting
[577] class
[306] join
[286] today
[251] meetings
[249] call
[234] one
[227] time
[222] online

Top Words in Tweet in G2:
[1098] zoom_us
[409] zoom
[196] students
[141] meeting
[139] today
[102] using
[100] david
[94] great
[93] video
[93] join

Top Words in Tweet in G3:
[1221] green
[625] zoom
[611] screen
[610] lets
[610] set
[610] custom
[610] backgrounds
[610] shirt
[610] coworkers
[610] deal

Top Words in Tweet in G4:
[495] zoom
[480] meeting
[479] call
[479] 40
[479] free
[479] pay
[478] ended
[478] automagically
[478] minutes
[478] organizer

Top Words in Tweet in G5:
[424] isn
[424] man
[356] zoom
[325] 74
[241] professor
[226] ม
[226] อ
[213] first
[212] confident
[212] using

Top Words in Tweet in G6:
[287] nike
[287] zoom
[287] vista
[287] grind

Top Words in Tweet in G7:
[363] dog
[195] zoom
[190] class
[181] someone
[181] barked
[181] girl
[181] pet
[181] professor
[181] mad
[181] boi

Top Words in Tweet in G8:
[178] zoom
[137] anatomy
[137] class
[137] #quaratinelife
[137] #academictwitter
[39] leaving
[39] #animalcrossing
[39] game
[39] take
[39] call

Top Words in Tweet in G9:
[122] joebiden
[114] zoom
[107] press
[95] briefing
[79] asked
[54] think
[50] plans
[50] reach
[50] young
[50] voters

Top Words in Tweet in G10:
[92] zoom
[26] meeting
[25] youtube
[18] #remotelearning
[17] zoom_us
[15] chat
[14] use
[14] live
[13] #peardeck
[12] video

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1173] zoom,call
[1170] zoom,meeting
[638] green,screen
[624] set,custom
[624] custom,backgrounds
[623] next,months
[622] zoom,lets
[622] green,shirt
[621] lets,set
[621] backgrounds,green

Top Word Pairs in Tweet in G1:
[419] zoom,meeting
[223] zoom,class
[176] zoom,meetings
[159] zoom,call
[95] zoom,classes
[87] during,zoom
[80] using,zoom
[79] class,zoom
[66] join,zoom
[64] first,zoom

Top Word Pairs in Tweet in G2:
[56] david,fincher
[48] nevpierce,venetiahawkes
[44] tough,week
[44] week,wanted
[44] wanted,something
[44] something,lift
[44] lift,spirits
[44] spirits,nftsfilmtv
[44] nftsfilmtv,students
[44] students,afternoon

Top Word Pairs in Tweet in G3:
[611] green,screen
[610] zoom,lets
[610] lets,set
[610] set,custom
[610] custom,backgrounds
[610] backgrounds,green
[610] screen,green
[610] green,shirt
[610] shirt,coworkers
[610] coworkers,deal

Top Word Pairs in Tweet in G4:
[479] zoom,call
[478] call,ended
[478] ended,automagically
[478] automagically,40
[478] 40,minutes
[478] minutes,organizer
[478] organizer,free
[478] free,tier
[478] tier,single
[478] single,greatest

Top Word Pairs in Tweet in G5:
[212] professor,74
[212] 74,isn
[212] isn,confident
[212] confident,using
[212] using,zoom
[212] zoom,prerecorded
[212] prerecorded,rest
[212] rest,classes
[212] classes,today
[212] today,watched

Top Word Pairs in Tweet in G6:
[287] nike,zoom
[287] zoom,vista
[287] vista,grind

Top Word Pairs in Tweet in G7:
[181] zoom,someone
[181] someone,class
[181] class,dog
[181] dog,barked
[181] barked,girl
[181] girl,pet
[181] pet,dog
[181] dog,professor
[181] professor,mad
[181] mad,boi

Top Word Pairs in Tweet in G8:
[137] anatomy,class
[137] class,zoom
[137] zoom,#quaratinelife
[137] #quaratinelife,#academictwitter
[39] leaving,#animalcrossing
[39] #animalcrossing,game
[39] game,take
[39] take,zoom
[39] zoom,call
[2] zoom,lets

Top Word Pairs in Tweet in G9:
[95] press,briefing
[92] zoom,press
[76] briefing,asked
[50] asked,joebiden
[50] joebiden,plans
[50] plans,reach
[50] reach,young
[50] young,voters
[50] voters,told
[50] told,support

Top Word Pairs in Tweet in G10:
[12] zoom,meeting
[11] #peardeck,#remotelearning
[9] zoom,model
[8] chat,zoom
[7] use,#peardeck
[7] camera,mic
[7] mic,turned
[7] entering,chat
[6] pst,#3rdchat
[5] model,use

Top Replied-To
Top Replied-To in Entire Graph:
@govwhitmer
@zoom_us
@dougpetrick1
@collegemenfess
@alexgaskarth
@quinnypig
@michaelglena
@aoc
@bluehost
@alabamamutant

Top Replied-To in G1:
@falkirkchamps

Top Replied-To in G2:
@zoom_us
@dougpetrick1
@michaelglena
@bluehost
@camhsnetwork
@nyislanders
@workingrem
@smexaminer
@amyhildreth
@fuhsionmktg

Top Replied-To in G3:
@trollterrific
@mickeysteffy

Top Replied-To in G4:
@plibin
@kathybenison
@morgan628

Top Replied-To in G5:
@macho_montana

Top Replied-To in G7:
@ayoo_ayriel
@carmellaxox

Top Replied-To in G9:
@elaineplaywrite
@majorcbs
@jayjay827
@marcmaron
@joebiden
@jeneps
@bzf503a
@thematthill
@theresephilapa
@latimes

Top Replied-To in G10:
@applesupport
@mary_margaret33
@bonniejnicholas
@zoom_portal
@techlifesteph
@lhcontent
@hootsuite
@leshellsmith
@swirlydragonfly
@_city_science

Top Mentioned
Top Mentioned in Entire Graph:
@zoom_us
@joebiden
@zoom
@nftsfilmtv
@nevpierce
@venetiahawkes
@redhawkxc1
@usctfxc
@skype
@slackhq

Top Mentioned in G1:
@statumdigital
@teacherofsci1
@sgauhd

Top Mentioned in G2:
@zoom_us
@nftsfilmtv
@nevpierce
@venetiahawkes
@zoom
@redhawkxc1
@usctfxc
@skype
@jpurdom
@slackhq

Top Mentioned in G5:
@twitterretweets

Top Mentioned in G7:
@king_zamiri
@lavagurl728

Top Mentioned in G9:
@joebiden
@berniesanders
@womensmarch
@zoom_us
@pamncbennett
@chrisdjackson
@wakeup2politics
@thematthill
@latimesent
@andybellin

Top Mentioned in G10:
@zoom
@youtube
@zoom_us
@support_a_teach
@zdf
@friedtechnology
@crazyteachergo
@sabanurcheema
@apple
@ocreagles

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@oldlady12345
@toniologe
@applesupport
@delta
@solutioneer72
@moonbootica
@kat4obama
@dakotafinancial
@infoitscienza

Top Tweeters in G1:
@toniologe
@dakotafinancial
@infoitscienza
@drbicentenario
@taengnimm
@astrotraffic
@andreajanae12
@gafanhotoapp
@knj64bape
@jjwills2

Top Tweeters in G2:
@rustymk2
@mcdonalds
@irishtimes
@discordapp
@adekleine
@akwyz
@nbcbayarea
@propitiouson3
@nypost
@rwang0

Top Tweeters in G3:
@sapphixy
@alexandretelles
@lickitoff
@poplitens
@verbsrproudest
@brittanyalauren
@pixelfish
@shannonaber
@namidacchi25
@waytooloose

Top Tweeters in G4:
@moonbootica
@tenji95
@taterpie
@lamhfada
@heyalexdaily
@chidoriyoshino
@swanfaery
@holtarna
@pkanagaratnam
@batsdingerbonds

Top Tweeters in G5:
@decemberrkidx
@pleeee_
@noorom
@tempuragirls
@babybeastginger
@gammazaa
@fahchs
@peungzwb
@e_mjsnxz
@a_ueng13

Top Tweeters in G6:
@2irene2
@inesd86
@coe_celly
@pavones_
@vnicole28
@vega696
@sadshawi
@tayprazin
@kauscrf
@bprch

Top Tweeters in G7:
@ibetapassmynebo
@travisbarkerson
@rmsmoonchild_
@adocilemarkitty
@kylieslipkit
@andrea_miws
@slimee21g
@riceandkoolaid
@makedaaofsheba
@5_d

Top Tweeters in G8:
@quicksandbuddy
@louvelune
@seej500
@mykalwane
@uovospazio
@elserchomn
@amelodyforyou
@tamiisnothere
@romanfell
@_spacejamtwo

Top Tweeters in G9:
@delta
@solutioneer72
@kat4obama
@onahunttoday
@paxnostrum
@kenkircher1
@marriottbonvoy
@patta47cake
@alllwftopic
@lrozen

Top Tweeters in G10:
@applesupport
@nytimes
@windows
@cnn
@nbcnews
@stopillatosut
@marillion13
@zdf
@icod
@limerance