#2020edinvr OR #educatorsinvr, Twitter, 2/12/2020 11:12:53 AM, 220986


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#2020edinvr OR #educatorsinvr_2020-02-12_03-01-12.xlsx
#2020edinvr OR #educatorsinvr_2020-02-12_03-01-12.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 12, 2020
Short Description:
#2020edinvr OR #educatorsinvr via NodeXL http://bit.ly/2So247z
@educatorsvr
@andyfidel_
@edtechnocation
@wareflo
@drsanafarid
@vrokcs
@altspacevr
@virtualsarahj
@danieldbryant
@stevensato

Top hashtags:
#educatorsinvr
#2020edinvr
#edinvr
#vr
#socialvr
#2020eduinvr

Description:
Description
The graph represents a network of 217 Twitter users whose recent tweets contained "#2020edinvr OR #educatorsinvr", 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, 12 February 2020 at 11:06 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 59-minute period from Tuesday, 04 February 2020 at 07:50 UTC to Wednesday, 12 February 2020 at 10:49 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 : 217
Unique Edges : 684
Edges With Duplicates : 1067
Total Edges : 1751
Number of Edge Types : 5
Replies to : 66
Mentions : 777
MentionsInRetweet : 799
Retweet : 85
Tweet : 24
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0257270693512304
Reciprocated Edge Ratio : 0.0501635768811341
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 211
Maximum Edges in a Connected Component : 1745
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.211949
Graph Density : 0.0195639187574671
Modularity : 0.265212
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 217 Twitter users whose recent tweets contained "#2020edinvr OR #educatorsinvr", 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, 12 February 2020 at 11:06 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 59-minute period from Tuesday, 04 February 2020 at 07:50 UTC to Wednesday, 12 February 2020 at 10:49 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 : #2020edinvr OR #educatorsinvr
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:
[12] https://educatorsinvr.com/events/international-summit/
[7] http://bit.ly/Educators-In-VR-2020
[5] https://account.altvr.com/events/1397949483827856013
[3] https://twitter.com/CarlosJOchoaFer/status/1226250749212086273
[2] https://www.youtube.com/watch?v=t-Qo_CNyHV8

[2] https://twitter.com/EducatorsVR/status/1225367419796905984
[2] https://blog.arvreduhub.com/2020/02/2020edinvr.html
[2] https://www.dogheadsimulations.com/
[2] https://www.meetup.com/nl-NL/PermanentBeta/events/xngfjrybcdbpb/
[2] https://educatorsinvr.com/2020/02/07/international-summit-spotlight-tom-furness/

Top URLs in Tweet in G1:
[6] https://educatorsinvr.com/events/international-summit/
[5] http://bit.ly/Educators-In-VR-2020
[2] https://twitter.com/CarlosJOchoaFer/status/1226250749212086273
[2] https://www.meetup.com/nl-NL/PermanentBeta/events/xngfjrybcdbpb/
[2] https://blog.arvreduhub.com/2020/02/2020edinvr.html
[1] https://account.altvr.com/events/1393658887223116244
[1] https://twitter.com/UN/status/1227279859451400193
[1] https://educatorsinvr.com/2020/02/07/international-summit-spotlight-tom-furness/
[1] https://account.altvr.com/events/1358435750437192680
[1] https://www.linkedin.com/pulse/how-rumii-makes-world-better-place-using-vr-educate-mat-chacon/

Top URLs in Tweet in G2:
[5] https://account.altvr.com/events/1397949483827856013
[2] https://educatorsinvr.com/events/international-summit/
[2] http://bit.ly/Educators-In-VR-2020
[1] https://twitter.com/CarlosJOchoaFer/status/1226250749212086273
[1] https://www.dogheadsimulations.com/
[1] https://www.youtube.com/watch?time_continue=2&v=DGnbpcdSuiw&feature=emb_logo
[1] https://twitter.com/EducatorsVR/status/1225367419796905984
[1] https://www.youtube.com/watch?v=t-Qo_CNyHV8

[1] https://docs.google.com/forms/d/e/1FAIpQLSdtKrQ7M64PyzKVG_KmH9kFI0vBMD2EkUiXeLFokcaPYLwOWg/viewform
[1] https://twitter.com/EducatorsVR/status/1225380916870053888

Top URLs in Tweet in G3:
[2] https://educatorsinvr.com/events/international-summit/
[1] https://educatorsinvr.com/events/international-summit/#schedule
[1] https://educatorsinvr.com/2020/02/07/international-summit-spotlight-tom-furness/

Top URLs in Tweet in G4:
[1] https://educatorsinvr.com/events/international-summit/

Top URLs in Tweet in G8:
[1] https://educatorsinvr.com/events/international-summit/
[1] https://twitter.com/TheHappyLass/status/1225517004985110528

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[135] educatorsinvr
[67] 2020edinvr
[39] edinvr
[26] vr
[23] socialvr
[12] 2020eduinvr
[10] 2020summit
[7] makinghistory
[5] oculusquest
[4] oculusgo



Top Hashtags in Tweet in G1:
[81] educatorsinvr
[36] 2020edinvr
[23] edinvr
[13] vr
[9] 2020eduinvr
[8] 2020summit
[7] socialvr
[3] community
[3] xr
[3] makinghistory

Top Hashtags in Tweet in G2:
[39] educatorsinvr
[22] 2020edinvr
[15] socialvr
[11] edinvr
[4] oculusgo
[4] oculusquest
[3] makinghistory
[3] 2020eduinvr
[3] vr
[2] vrcommunity

Top Hashtags in Tweet in G3:
[10] vr
[9] educatorsinvr
[6] 2020edinvr
[2] edinvr
[1] makinghistory
[1] socialvr
[1] virtualworlds
[1] learntech
[1] 2020summit

Top Hashtags in Tweet in G4:
[1] 2020edinvr
[1] edinvr

Top Hashtags in Tweet in G5:
[1] educatorsinvr

Top Hashtags in Tweet in G7:
[2] educatorsinvr

Top Hashtags in Tweet in G8:
[3] educatorsinvr
[2] 2020edinvr
[2] edinvr
[1] vrineducation

Top Words
Top Words in Tweet in Entire Graph:
[273] Words in Sentiment List#1: Positive
[31] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8420] Non-categorized Words
[8724] Total Words
[161] #educatorsinvr
[147] vr
[140] summit
[124] international
[108] #2020edinvr

Top Words in Tweet in G1:
[76] summit
[74] vr
[64] international
[62] #educatorsinvr
[55] #socialvr
[51] #2020edinvr
[49] events
[48] first
[47] days
[46] speakers

Top Words in Tweet in G2:
[64] #educatorsinvr
[45] vr
[43] #socialvr
[35] summit
[33] #2020edinvr
[33] international
[25] days
[25] #edinvr
[25] rumiivr
[24] educatorsvr

Top Words in Tweet in G3:
[29] #educatorsinvr
[23] vr
[22] altspacevr
[21] feb
[21] summit
[20] 17
[20] international
[18] 30
[18] pm
[17] #2020edinvr

Top Words in Tweet in G4:
[8] presenters
[4] truly
[4] great
[4] honor
[4] part
[4] amazing
[4] international
[4] summit
[4] days
[4] 150

Top Words in Tweet in G6:
[2] great

Top Words in Tweet in G8:
[3] vr
[3] #educatorsinvr
[2] mark
[2] calendars
[2] sessions
[2] #2020edinvr
[2] #edinvr

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] international,summit
[103] vr,international
[76] #edinvr,#educatorsinvr
[74] #2020edinvr,#edinvr
[66] summit,days
[66] days,150
[66] round,clock
[61] #educatorsinvr's,first
[61] first,vr
[61] 150,speakers

Top Word Pairs in Tweet in G1:
[64] international,summit
[57] vr,international
[44] summit,days
[44] days,150
[44] round,clock
[43] #educatorsinvr's,first
[43] first,vr
[43] 150,speakers
[43] speakers,over
[43] over,100

Top Word Pairs in Tweet in G2:
[33] international,summit
[26] vr,international
[25] #edinvr,#educatorsinvr
[21] #2020edinvr,#edinvr
[20] altspacevr,rumiivr
[20] rumiivr,byhubs
[20] byhubs,vreducation
[20] vreducation,vrscout
[20] vrscout,rtovr
[20] rtovr,forbestech

Top Word Pairs in Tweet in G3:
[20] international,summit
[19] feb,17
[18] 30,pm
[18] vr,international
[17] #edinvr,#educatorsinvr
[15] educators,vr
[14] #2020edinvr,#edinvr
[13] tom,furness
[13] 2020,educators
[11] 17,22

Top Word Pairs in Tweet in G4:
[4] truly,great
[4] great,honor
[4] honor,part
[4] part,amazing
[4] amazing,international
[4] international,summit
[4] summit,days
[4] days,150
[4] 150,presenters
[4] presenters,round

Top Word Pairs in Tweet in G8:
[2] mark,calendars
[2] #2020edinvr,#edinvr
[2] #edinvr,#educatorsinvr

Top Replied-To
Top Replied-To in Entire Graph:
@altspacevr
@educatorsvr
@gamingsciteach
@anthony_wade_
@hummingbirdsday
@manuelfeldmann
@natbanting
@researchmrx
@rohitchaube
@pmartin1867

Top Replied-To in G1:
@altspacevr
@anthony_wade_
@educatorsvr
@gamingsciteach
@virtualsarahj
@artefactvr
@rohitchaube
@researchmrx
@hummingbirdsday
@pmartin1867

Top Replied-To in G2:
@altspacevr
@educatorsvr
@gamingsciteach
@manuelfeldmann
@hummingbirdsday
@natbanting
@hitmarketingpr

Top Replied-To in G3:
@altspacevr

Top Replied-To in G5:
@panoskourtesis

Top Mentioned
Top Mentioned in Entire Graph:
@rumiivr
@educatorsvr
@byhubs
@vreducation
@danieldbryant
@vrscout
@rtovr
@forbestech
@harvardbiz
@thevrara

Top Mentioned in G1:
@rumiivr
@vreducation
@educatorsvr
@byhubs
@danieldbryant
@vrscout
@rtovr
@forbestech
@harvardbiz
@thevrceo

Top Mentioned in G2:
@rumiivr
@virtualsarahj
@vreducation
@byhubs
@vrscout
@rtovr
@forbestech
@harvardbiz
@danieldbryant
@readylearner_1

Top Mentioned in G3:
@altspacevr
@vrworldsociety
@educatorsvr
@electrontom
@rumiivr
@byhubs
@somniumspace
@engagevr
@vreducation
@vrscout

Top Mentioned in G4:
@vrokcs

Top Mentioned in G5:
@tweeteracademic
@academicchatter

Top Mentioned in G6:
@rooftopvr

Top Mentioned in G7:
@betulczerkawski

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@academicchatter
@researchmrx
@enrirosasdiaz
@rickking16
@wareflo
@_tlr_
@forbestech
@vrgamersbot
@wired

Top Tweeters in G1:
@researchmrx
@enrirosasdiaz
@wired
@taramartinedu
@alicebonasio
@martin76x
@vr_sam
@seriousgames123
@iwantvr
@ilnaezza

Top Tweeters in G2:
@evankirstel
@rickking16
@wareflo
@forbestech
@vrgamersbot
@donnamct
@harvardbiz
@exothinker
@harvard
@bobfine

Top Tweeters in G3:
@_tlr_
@bethritterguth
@eco_onis
@altspacevr
@arstories
@engagevr
@scotty_hump
@igreedxl
@artfuture
@ftlc_e233

Top Tweeters in G4:
@gregelliott
@rohitchaube
@velocityfiber
@kousikray
@vrokcs

Top Tweeters in G5:
@academicchatter
@mindwise_ck
@panoskourtesis
@tweeteracademic

Top Tweeters in G6:
@thartman2u
@rooftopvr

Top Tweeters in G7:
@maggieberti
@betulczerkawski

Top Tweeters in G8:
@digital_resrchr
@tech4mathed


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