The graph represents a network of 6,891 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 Monday, 03 January 2022 at 23:53 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 55-minute period from Sunday, 26 December 2021 at 01:42 UTC to Monday, 03 January 2022 at 23:37 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 : 6905
Unique Edges : 9289
Edges With Duplicates : 3835
Total Edges : 13124
Number of Edge Types : 5
Mentions : 2152
Retweet : 5650
MentionsInRetweet : 2406
Tweet : 2098
Replies to : 818
Self-Loops : 2182
Reciprocated Vertex Pair Ratio : 0.0172262453368444
Reciprocated Edge Ratio : 0.0338690540394779
Connected Components : 1192
Single-Vertex Connected Components : 795
Maximum Vertices in a Connected Component : 2837
Maximum Edges in a Connected Component : 4987
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.948919
Graph Density : 0.000194474254553815
Modularity : 0.692799
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,891 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 Monday, 03 January 2022 at 23:53 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 55-minute period from Sunday, 26 December 2021 at 01:42 UTC to Monday, 03 January 2022 at 23:37 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:
[1294] air,filtration [1293] feel,safe [1292] take,work [1290] primary,teacher [1290] teacher,wife [1290] wife,buy [1290] buy,air [1290] filtration,equipment [1290] equipment,take [1290] work,monday Top Word Pairs in Tweet in G1:
[1245] primary,teacher [1245] teacher,wife [1245] wife,buy [1245] buy,air [1245] air,filtration [1245] filtration,equipment [1245] equipment,take [1245] take,work [1245] work,monday [1245] monday,obviously Top Word Pairs in Tweet in G2:
[164] back,school [36] #backtowork,#backtoschool [33] #school,#education [29] #students,#learning [29] #study,#backtoschool [28] going,back [28] yours,today [28] order,yours [27] 2022,2023 [27] #backtoschool,talkingpro Top Word Pairs in Tweet in G3:
[442] #backtoschool,#exams [229] curiosity,killed [227] killed,cat [226] cat,bag [226] bag,curiosity [226] fight,cats [226] cats,dogs [224] cat,fight [209] dogs,#backtoschool [196] pilotpenindia,cat Top Word Pairs in Tweet in G4:
[184] class,size [174] #backtoschool,#covidisairborne [173] #covid19,#backtoschool [162] n95,masks [161] dear,teachers [161] teachers,educators [161] educators,dont [161] dont,go [161] go,work [161] work,until Top Word Pairs in Tweet in G5:
[800] jan,2022 [799] win,sistema [799] sistema,hamper [799] hamper,sell [799] sell,single [799] single,year [799] year,miss [799] miss,sistema [799] sistema,#backtoschool [799] #backtoschool,sale Top Word Pairs in Tweet in G6:
[215] mediaset,infinity [192] dal,gennaio [175] nicola,savino [151] prime,lezioni [135] protagonisti,#backtoschool [135] #backtoschool,conduzione [135] conduzione,nicola [135] savino,arriveranno [135] arriveranno,#italia1 [135] #italia1,dal Top Word Pairs in Tweet in G7:
[93] #omicron,#backtoschool [48] #backtoschool,#sittingducks [42] #sittingducks,#longcovid [42] #longcovid,#safeedforall [41] #omicron,#covid19 [39] nadhimzahawi,educationgovuk [39] #longcovidkids,#education [37] feel,safe [35] primary,teacher [35] teacher,wife Top Word Pairs in Tweet in G8:
[324] nairobi,expressway [209] lipa,mpesa [209] mpesa,paybill [209] #afcon2021,#munwol [209] #munwol,#backtoschool [209] #backtoschool,cleo [209] cleo,poleni [209] poleni,lamu [209] lamu,toyota [209] toyota,nairobi Top Word Pairs in Tweet in G9:
[123] hcpss,mjmsuper [120] go,#backtoschool [118] baltcovolfire,mdhealthdept [118] mdhealthdept,factored [118] factored,reopening [118] reopening,plan [118] plan,kids [118] kids,go [118] #backtoschool,#boosted [118] #boosted,high Top Word Pairs in Tweet in G10:
[95] dates,inland [95] inland,coastal [95] coastal,provinces [86] back,school [86] school,dates [86] provinces,#backtoschool [9] #backtoschool,dates [9] provinces,dbe_sa [6] check,#backtoschool [6] dbe_sa,visit Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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 G8:
Top Mentioned in G9:
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: