The graph represents a network of 7,684 Twitter users whose recent tweets contained "#BackToSchool", 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 Thursday, 18 March 2021 at 14:38 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 48-minute period from Wednesday, 10 March 2021 at 18:24 UTC to Thursday, 18 March 2021 at 14:12 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 : 7684
Unique Edges : 9084
Edges With Duplicates : 2768
Total Edges : 11852
Number of Edge Types : 5
Retweet : 4839
Tweet : 2417
MentionsInRetweet : 2933
Mentions : 1474
Replies to : 189
Self-Loops : 2512
Reciprocated Vertex Pair Ratio : 0.0305775764439411
Reciprocated Edge Ratio : 0.0593406593406593
Connected Components : 2246
Single-Vertex Connected Components : 1227
Maximum Vertices in a Connected Component : 841
Maximum Edges in a Connected Component : 1979
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.402345
Graph Density : 0.000138728506990596
Modularity : 0.728494
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,684 Twitter users whose recent tweets contained "#BackToSchool", 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 Thursday, 18 March 2021 at 14:38 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 48-minute period from Wednesday, 10 March 2021 at 18:24 UTC to Thursday, 18 March 2021 at 14:12 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 : #BackToSchool
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[764] week,school [743] good,luck [701] like,retweet [700] #backtoschool,stationery [700] stationery,#giveaway [700] lucky,winner [699] celebrating,week [699] school,fabulous [699] fabulous,#backtoschool [699] #giveaway,lucky Top Word Pairs in Tweet in G1:
[43] #backtoschool,#promo [38] #movistar,#backtoschool [35] kids,school [33] school,#backtoschool [29] week,school [28] return,school [25] vuelve,clases [25] clases,con [24] el,mejor [23] con,el Top Word Pairs in Tweet in G2:
[699] good,luck [698] #backtoschool,stationery [698] stationery,#giveaway [698] lucky,winner [697] celebrating,week [697] week,school [697] school,fabulous [697] fabulous,#backtoschool [697] #giveaway,lucky [697] winner,includes Top Word Pairs in Tweet in G3:
[192] online,school [192] school,draining [192] draining,regular [192] regular,school [192] school,sort [192] sort,lost [192] lost,biggest [192] biggest,struggle [192] struggle,social [192] social,interaction Top Word Pairs in Tweet in G4:
[202] pandemic,#backtoschool [149] miguel,cardona's [149] cardona's,priority [149] priority,president [149] president,biden's [149] biden's,secretary [149] secretary,education [149] education,open [149] open,schools [149] schools,safely Top Word Pairs in Tweet in G5:
[102] covid,19 [82] lateral,flow [76] dowie,n_o_p_a [76] n_o_p_a,promised [76] promised,pupils [76] pupils,shrek [76] shrek,beanies [76] beanies,returned [76] kept,word [76] word,teaching Top Word Pairs in Tweet in G6:
[64] #makeschoolssafe,#backtoschool [60] schools,safe [60] safe,parents [60] parents,pupils [60] pupils,teachers [60] teachers,school [60] school,staff [60] staff,reply [60] reply,school [60] school,safety Top Word Pairs in Tweet in G7:
[47] #backtoschool,week [29] remember,wear [29] wear,covering [29] covering,including [29] including,autistic [29] autistic,children [29] children,adults [29] adults,exemptions [29] exemptions,including [29] including,schools Top Word Pairs in Tweet in G8:
[52] students,#backtoschool [52] #backtoschool,dust [52] dust,bike [52] bike,#getpedalling [52] #getpedalling,journey [52] journey,bike [52] bike,repairing [52] repairing,stop [52] stop,spring [52] spring,fix Top Word Pairs in Tweet in G9:
[18] #blogger,#humour [17] #amblogging,#blogger [17] #humour,#readers [16] #writing,#amblogging [15] #readers,#covid19 [15] #covid19,#backtoschool [12] #amwriting,#writing [10] #backtoschool,#children [10] #children,#parents [10] #education,#ukschools Top Word Pairs in Tweet in G10:
[6] animated,resources [6] resources,bring [6] bring,best [6] best,#education [6] #education,fun [6] fun,cute [6] cute,creatures [6] creatures,embersdragon [6] embersdragon,#innovateukfunded [6] #innovateukfunded,project Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: