#CSUBTEd, Twitter, 9/29/2020 4:59:06 PM, 236265


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#CSUBTEd_2020-09-29_09-57-06.xlsx
#CSUBTEd_2020-09-29_09-57-06.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 29, 2020
Short Description:
#CSUBTEd via NodeXL https://bit.ly/34cw3E7
@teachsci8
@dreddiesclass
@doctor2pi
@ststansberry
@duncannedd
@csubakersfield
@tom_karnes
@tech_buddha
@csubted
@ya_mayna

Top hashtags:
#csubted
#csubedte4200
#edtech
#edte4200
#coffeeedu
#csubted4200
#csub
#nodexl
#kutr

Description:
Description
The graph represents a network of 174 Twitter users whose recent tweets contained "#CSUBTEd", 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 Tuesday, 29 September 2020 at 16:57 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 50-minute period from Sunday, 20 September 2020 at 23:02 UTC to Tuesday, 29 September 2020 at 16:53 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 : 174
Unique Edges : 657
Edges With Duplicates : 2838
Total Edges : 3495
Number of Edge Types : 5
Replies to : 395
Mentions : 2922
Retweet : 32
Tweet : 15
MentionsInRetweet : 131
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0152727272727273
Reciprocated Edge Ratio : 0.0300859598853868
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 160
Maximum Edges in a Connected Component : 3482
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.052225
Graph Density : 0.0463756561025845
Modularity : 0.126335
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 174 Twitter users whose recent tweets contained "#CSUBTEd", 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 Tuesday, 29 September 2020 at 16:57 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 50-minute period from Sunday, 20 September 2020 at 23:02 UTC to Tuesday, 29 September 2020 at 16:53 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 : #CSUBTEd
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:
[2] https://twitter.com/Vero_w3girls/status/1304973208739692544
[2] https://twitter.com/doctor2pi/status/1310737853412827136
[2] https://twitter.com/duncannedd/status/1310731463155789825
[1] https://www.youtube.com/watch?v=zDZFcDGpL4U&feature=youtu.be

[1] https://twitter.com/brittney_beck/status/1309647732194172928

Top URLs in Tweet in G1:
[2] https://twitter.com/Vero_w3girls/status/1304973208739692544

Top URLs in Tweet in G2:
[2] https://twitter.com/doctor2pi/status/1310737853412827136
[1] https://twitter.com/duncannedd/status/1310731463155789825

Top URLs in Tweet in G3:
[1] https://twitter.com/brittney_beck/status/1309647732194172928
[1] https://twitter.com/duncannedd/status/1310731463155789825

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=zDZFcDGpL4U&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[1] youtube.com

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[3] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[448] csubted
[168] csubedte4200
[44] edtech
[25] edte4200
[8] coffeeedu
[2] csubted4200
[1] csub
[1] nodexl
[1] kutr
[1] teambcsd



Top Hashtags in Tweet in G1:
[152] csubted
[72] csubedte4200
[22] edtech
[8] edte4200
[1] coffeeedu
[1] csub
[1] duncannedd
[1] csubted4200
[1] dreddiesclass

Top Hashtags in Tweet in G2:
[166] csubted
[42] csubedte4200
[19] edtech
[8] edte4200
[1] nodexl
[1] kutr
[1] teambcsd
[1] csubted4200
[1] csubedted4200

Top Hashtags in Tweet in G3:
[52] csubted
[32] csubedte4200
[7] coffeeedu

Top Hashtags in Tweet in G4:
[62] csubted
[10] csubedte4200
[9] edte4200
[3] edtech
[1] zoom
[1] flipgrid

Top Hashtags in Tweet in G5:
[9] csubedte4200
[9] csubted

Top Hashtags in Tweet in G6:
[3] csubted

Top Hashtags in Tweet in G7:
[1] csu
[1] csuvpt20
[1] csubted

Top Hashtags in Tweet in G8:
[2] csubted
[2] csubedte4200

Top Hashtags in Tweet in G9:
[1] csubedte4200
[1] csubted

Top Words
Top Words in Tweet in Entire Graph:
[457] duncannedd
[448] #csubted
[446] doctor2pi
[410] teachsci8
[401] dreddiesclass
[397] ststansberry
[376] tom_karnes
[376] tech_buddha
[241] students
[206] ya_mayna

Top Words in Tweet in G1:
[164] doctor2pi
[163] duncannedd
[153] teachsci8
[152] #csubted
[147] ststansberry
[136] tom_karnes
[136] tech_buddha
[125] dreddiesclass
[78] csubakersfield
[75] students

Top Words in Tweet in G2:
[178] doctor2pi
[170] dreddiesclass
[166] #csubted
[165] duncannedd
[148] ststansberry
[143] tom_karnes
[143] teachsci8
[143] tech_buddha
[102] students
[88] ya_mayna

Top Words in Tweet in G3:
[52] #csubted
[51] teachsci8
[47] duncannedd
[41] doctor2pi
[37] ststansberry
[34] tom_karnes
[34] tech_buddha
[32] #csubedte4200
[25] dreddiesclass
[23] students

Top Words in Tweet in G4:
[79] duncannedd
[77] dreddiesclass
[62] ststansberry
[62] #csubted
[60] doctor2pi
[60] teachsci8
[60] tom_karnes
[60] tech_buddha
[36] ya_mayna
[36] students

Top Words in Tweet in G5:
[9] #csubedte4200
[9] #csubted
[5] technology
[5] students
[4] teachers
[4] learning
[4] very
[3] first
[2] way
[2] ways

Top Words in Tweet in G6:
[4] dreddiesclass
[3] duncannedd
[3] doctor2pi
[3] tom_karnes
[3] ststansberry
[3] teachsci8
[3] tech_buddha
[3] #csubted
[2] csubted
[2] csubakersfield

Top Words in Tweet in G8:
[4] day
[2] good
[2] afternoon
[2] today
[2] first
[2] twitter
[2] edte4200
[2] virtual
[2] participation
[2] class

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[199] ya_mayna,dreddiesclass
[198] teachsci8,ststansberry
[198] ststansberry,tom_karnes
[198] tom_karnes,duncannedd
[198] duncannedd,tech_buddha
[196] doctor2pi,ya_mayna
[191] dreddiesclass,teachsci8
[178] tom_karnes,ststansberry
[177] csubted,csubakersfield
[177] ststansberry,teachsci8

Top Word Pairs in Tweet in G1:
[73] tom_karnes,ststansberry
[72] csubted,csubakersfield
[72] ststansberry,teachsci8
[72] teachsci8,tech_buddha
[67] duncannedd,csubted
[67] csubakersfield,doctor2pi
[67] doctor2pi,tom_karnes
[64] ya_mayna,dreddiesclass
[63] teachsci8,ststansberry
[63] ststansberry,tom_karnes

Top Word Pairs in Tweet in G2:
[83] ya_mayna,dreddiesclass
[83] teachsci8,ststansberry
[83] ststansberry,tom_karnes
[83] tom_karnes,duncannedd
[83] duncannedd,tech_buddha
[82] doctor2pi,ya_mayna
[78] dreddiesclass,teachsci8
[60] csubted,csubakersfield
[60] tom_karnes,ststansberry
[60] ststansberry,teachsci8

Top Word Pairs in Tweet in G3:
[18] csubted,csubakersfield
[18] tom_karnes,ststansberry
[18] ststansberry,teachsci8
[18] teachsci8,tech_buddha
[18] #csubted,#csubedte4200
[16] doctor2pi,ya_mayna
[16] ya_mayna,dreddiesclass
[16] dreddiesclass,teachsci8
[16] teachsci8,ststansberry
[16] ststansberry,tom_karnes

Top Word Pairs in Tweet in G4:
[35] doctor2pi,ya_mayna
[35] ya_mayna,dreddiesclass
[35] teachsci8,ststansberry
[35] ststansberry,tom_karnes
[35] tom_karnes,duncannedd
[35] duncannedd,tech_buddha
[34] dreddiesclass,teachsci8
[30] #csubted,dreddiesclass
[25] duncannedd,csubted
[25] csubted,csubakersfield

Top Word Pairs in Tweet in G5:
[6] #csubedte4200,#csubted
[2] edte,4200
[2] time,consuming

Top Word Pairs in Tweet in G6:
[2] duncannedd,csubted
[2] csubted,csubakersfield
[2] csubakersfield,doctor2pi
[2] doctor2pi,tom_karnes
[2] tom_karnes,ststansberry
[2] ststansberry,teachsci8
[2] teachsci8,tech_buddha
[2] #csubted,dreddiesclass
[2] allows,more
[2] back,forth

Top Word Pairs in Tweet in G8:
[2] good,afternoon
[2] afternoon,today
[2] today,first
[2] first,day
[2] day,twitter
[2] twitter,edte4200
[2] edte4200,virtual
[2] virtual,participation
[2] participation,class
[2] class,day

Top Replied-To
Top Replied-To in Entire Graph:
@duncannedd
@doctor2pi
@jentrisumrall
@missangiecruz
@alexlozano33
@thalsolo
@kelseaknight1
@jackieesp09
@lily_bussell
@rgreenwoodedu

Top Replied-To in G1:
@duncannedd
@doctor2pi
@kelseaknight1
@jackieesp09
@lily_bussell
@alexand95859983
@rgreenwoodedu
@missangiecruz
@missj_dominguez
@jtaliaferro7

Top Replied-To in G2:
@doctor2pi
@duncannedd
@thalsolo
@alexlozano33
@kelseaknight1
@juanmor24544517
@kennethdollar1
@cindy_noriega27
@em_ceci
@jentrisumrall

Top Replied-To in G3:
@duncannedd
@doctor2pi
@stefann55361331
@teachsci8
@brandiborjon
@ms_jrodriguez7
@mackenzy_lin
@drevanssantiago
@maricelacueva15
@liztastic9783

Top Replied-To in G4:
@duncannedd
@doctor2pi
@jentrisumrall
@missangiecruz
@alexlozano33
@leslierendon10
@rgreenwoodedu
@dreddiesclass
@keithcu51280490
@jtaliaferro7

Top Replied-To in G6:
@javier17528087
@duncannedd
@doctor2pi

Top Mentioned
Top Mentioned in Entire Graph:
@teachsci8
@ststansberry
@tom_karnes
@tech_buddha
@doctor2pi
@dreddiesclass
@duncannedd
@ya_mayna
@csubakersfield
@csubted

Top Mentioned in G1:
@ststansberry
@teachsci8
@tom_karnes
@tech_buddha
@doctor2pi
@dreddiesclass
@duncannedd
@csubted
@csubakersfield
@ya_mayna

Top Mentioned in G2:
@ststansberry
@tom_karnes
@teachsci8
@tech_buddha
@dreddiesclass
@doctor2pi
@duncannedd
@ya_mayna
@csubted
@csubakersfield

Top Mentioned in G3:
@teachsci8
@ststansberry
@tom_karnes
@tech_buddha
@doctor2pi
@duncannedd
@dreddiesclass
@csubakersfield
@csubted
@ya_mayna

Top Mentioned in G4:
@teachsci8
@ststansberry
@tom_karnes
@tech_buddha
@dreddiesclass
@doctor2pi
@duncannedd
@ya_mayna
@csubted
@csubakersfield

Top Mentioned in G6:
@tom_karnes
@ststansberry
@teachsci8
@tech_buddha
@dreddiesclass
@duncannedd
@csubted
@csubakersfield
@doctor2pi
@ya_mayna

Top Mentioned in G7:
@markus_soeder

Top Mentioned in G9:
@youtube

Top Tweeters
Top Tweeters in Entire Graph:
@flipgrid
@nplace1
@scalarhumanity
@markj_ohnson
@getkahoot
@youtube
@zoom_us
@der_beck
@prezi
@jedistud

Top Tweeters in G1:
@scalarhumanity
@jedistud
@csubakersfield
@csubted
@ststansberry
@spencertmosley1
@duncannedd
@dodgecyndee
@jzuni887
@andrearowland18

Top Tweeters in G2:
@flipgrid
@markj_ohnson
@zoom_us
@wintersage__
@brandiborjon
@dreddiesclass
@alexlozano33
@bitmoji
@doctor2pi
@brittney_beck

Top Tweeters in G3:
@csu_lee
@teachsci8
@drevanssantiago
@liztastic9783
@erickbruin
@anacornejo_
@sokernunified
@itsmeemrsbee
@leanneherrera16
@hugocsub

Top Tweeters in G4:
@getkahoot
@prezi
@tech_buddha
@swaggy_teacher
@yolandaruiz89
@missangiecruz
@lunajuanacsub
@lexxy_mendoza
@mstorres98
@jentrisumrall

Top Tweeters in G5:
@tiarawells19
@jhernandezvega1
@gisselleg0126
@joannar99965792
@sat0414
@marco77917013
@isromero4
@jennife33436522

Top Tweeters in G6:
@javier17528087
@mrsblundenpe

Top Tweeters in G7:
@der_beck
@markus_soeder

Top Tweeters in G8:
@nplace1
@alishavflores1

Top Tweeters in G9:
@youtube
@saltofthaearth1


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