The graph represents a network of 4,598 Twitter users whose recent tweets contained "#teachertwitter", 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, 04 January 2022 at 17:19 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 45-minute period from Sunday, 26 December 2021 at 20:03 UTC to Tuesday, 04 January 2022 at 16:49 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
Vertices : 4598
Unique Edges : 9726
Edges With Duplicates : 7223
Total Edges : 16949
Number of Edge Types : 5
Tweet : 2008
Retweet : 6231
MentionsInRetweet : 5839
Replies to : 1131
Mentions : 1740
Self-Loops : 2192
Reciprocated Vertex Pair Ratio : 0.0367844794467922
Reciprocated Edge Ratio : 0.0709587772116721
Connected Components : 626
Single-Vertex Connected Components : 386
Maximum Vertices in a Connected Component : 3437
Maximum Edges in a Connected Component : 15510
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.911576
Graph Density : 0.000510715661432844
Modularity : 0.520824
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,598 Twitter users whose recent tweets contained "#teachertwitter", 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, 04 January 2022 at 17:19 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 45-minute period from Sunday, 26 December 2021 at 20:03 UTC to Tuesday, 04 January 2022 at 16:49 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 : #teachertwitter
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[966] #clearthelist,#clearthelists [862] need,help [831] #teachertwitter,let's [783] let's,help [772] day,#clearthelist [766] help,few [766] few,#teachers [766] #teachers,morning [766] morning,clearing [766] clearing,wishlists Top Word Pairs in Tweet in G1:
[451] #edchat,#teachertwitter [236] #edutwitter,#teachertwitter [186] #teachertwitter,#edutwitter [179] #teachertwitter,#edleaders [160] add,believephq [160] believephq,#edchat [129] #teachertwitter,#education [129] start,year [126] year,acts [126] acts,kindness Top Word Pairs in Tweet in G2:
[960] #clearthelist,#clearthelists [852] need,help [827] #teachertwitter,let's [776] let's,help [770] day,#clearthelist [764] help,few [764] few,#teachers [764] #teachers,morning [764] morning,clearing [764] clearing,wishlists Top Word Pairs in Tweet in G3:
[49] #edutwitter,#teachertwitter [32] #teachertwitter,#edutwitter [31] #teacher,#teachertwitter [22] #teachers,#teachertwitter [19] #teachertwitter,#teacherlife [16] happy,year [13] #education,#teachertwitter [11] #teachertwitter,#teachers [10] winter,break [10] back,work Top Word Pairs in Tweet in G4:
[151] model,empower [148] #sel,#teachertwitter [146] empower,#gratitude [146] #gratitude,#kindness [146] #kindness,#growthmindset [146] #growthmindset,#kindnessmatters [146] #kindnessmatters,#edchat [146] #edchat,#education [146] #education,#newyear2022 [146] #newyear2022,#sel Top Word Pairs in Tweet in G5:
[163] #edutwittter,#giveaways [163] #giveaways,#tvttagteam [162] 2022,book [162] book,giveaway [162] giveaway,win [162] win,'universal [162] 'universal,zoo' [162] zoo',poetry [162] poetry,book [162] book,signed Top Word Pairs in Tweet in G6:
[136] giveaway,final [136] final,stack [136] stack,#mg [136] #mg,books [136] books,give [136] give,away [136] away,enter [136] enter,follow [136] follow,comment [136] comment,below Top Word Pairs in Tweet in G7:
[97] thinking,teachers [97] teachers,students [97] students,staff [97] staff,#arizona [97] #arizona,anxious [97] anxious,going [97] going,back [97] back,school [97] school,next [97] next,week Top Word Pairs in Tweet in G8:
[63] #teachertwitter,#edutwitter [62] going,back [62] social,media [61] complete,denial [61] denial,going [61] back,work [61] work,tomorrow [61] tomorrow,remembered [61] remembered,saw [61] saw,social Top Word Pairs in Tweet in G9:
[45] #edtech,#arvrinedu [37] #teachertwitter,#teachers [36] preschool,teacher [36] teacher,exposed [36] exposed,last [36] last,night [36] night,explains [36] explains,give [36] give,queer [36] queer,education Top Word Pairs in Tweet in G10:
[108] ms,fitz [108] hot,chocolate [75] #teacherlife,#teachertwitter [54] third,grade [54] grade,teacher [54] teacher,ms [54] fitz,promised [54] promised,class [54] class,hot [54] chocolate,made Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: