The graph represents a network of 1,969 Twitter users whose recent tweets contained "#xmaslectures", 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 Friday, 01 January 2021 at 11:49 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 5-minute period from Thursday, 24 December 2020 at 12:00 UTC to Friday, 01 January 2021 at 11:05 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 : 1969
Unique Edges : 5731
Edges With Duplicates : 4852
Total Edges : 10583
Number of Edge Types : 5
Retweet : 3007
MentionsInRetweet : 5449
Mentions : 1597
Tweet : 406
Replies to : 124
Self-Loops : 423
Reciprocated Vertex Pair Ratio : 0.0249470819473843
Reciprocated Edge Ratio : 0.0486797462752618
Connected Components : 64
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1879
Maximum Edges in a Connected Component : 10478
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.274653
Graph Density : 0.00174942296655064
Modularity : 0.267081
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,969 Twitter users whose recent tweets contained "#xmaslectures", 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 Friday, 01 January 2021 at 11:49 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 5-minute period from Thursday, 24 December 2020 at 12:00 UTC to Friday, 01 January 2021 at 11:05 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 : #xmaslectures
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:
[1201] ri_science,#xmaslectures [403] planet,earth [296] bbc,four [264] earth,user's [248] seis_matters,helenczerski [240] helenczerski,shine_tara [182] user's,guide [176] 8pm,bbc [171] user's,guide' [166] huge,thanks Top Word Pairs in Tweet in G1:
[165] bbc,four [157] ri_science,#xmaslectures [134] planet,earth [95] earth,user's [94] 8pm,bbc [89] user's,guide' [68] ocean,atmosphere [68] atmosphere,work [62] christmas,lecture [55] climate,change Top Word Pairs in Tweet in G2:
[344] ri_science,#xmaslectures [88] jackson,seis_matters [84] chris,jackson [80] prof,chris [70] planet,earth [59] tonight,ri_science [54] despite,racists [54] racists,mentions [54] mentions,think [54] think,fully Top Word Pairs in Tweet in G3:
[407] ri_science,#xmaslectures [87] huge,thanks [66] shine_tara,#xmaslectures [64] miranda,lowe [64] lowe,nathistgirl [60] more,carbon [55] bbc,four [50] planet,earth [46] 100,years [46] 50cm,layer Top Word Pairs in Tweet in G4:
[261] ri_science,#xmaslectures [136] planet,earth [127] seis_matters,helenczerski [123] helenczerski,shine_tara [74] earth,user's [69] user's,guide [61] tune,bbcfour [57] guide,planet [50] bbcfour,8pm [49] thealiceroberts,sophiescott Top Word Pairs in Tweet in G5:
[63] well,know [63] know,doing [63] doing,8pm [63] 8pm,today [63] today,#xmaslectures [11] 12,yr [11] yr,old [11] old,watching [11] watching,seis_matters [11] seis_matters,talk Top Word Pairs in Tweet in G6:
[5] watching,#xmaslectures [3] love,#xmaslectures [2] year,#xmaslectures [2] watch,#xmaslectures [2] day,#xmaslectures [2] good,way [2] loving,#xmaslectures [2] #forex,#trading [2] #trading,#perry [2] #perry,#bicreators Top Word Pairs in Tweet in G7:
[14] #xmaslectures,know [14] know,more [14] more,interesting [14] interesting,ways [14] ways,reduce [14] reduce,greenhouse [14] greenhouse,gas [14] gas,emissions [14] emissions,both [14] both,ecosystems Top Word Pairs in Tweet in G8:
[12] hi,trainers [12] trainers,hope [12] hope,wonderful [12] wonderful,xmas [12] xmas,battle [12] battle,pets [12] pets,100 [12] 100,lucky [12] lucky,ones [12] ones,won Top Word Pairs in Tweet in G9:
[8] #xmaslectures,#xmas2020 [7] kya,christmas [7] christmas,manana [7] manana,jaiz [7] jaiz,hai [7] hai,alra [7] alra,tv [7] tv,youtube [7] youtube,#christmas [7] #christmas,#xmaslectures Top Word Pairs in Tweet in G10:
[4] re,back [4] back,small [4] small,screen [4] screen,check [4] check,bbcfour [4] bbcfour,#xmaslectures [4] #xmaslectures,featuring [4] featuring,hornseyschool [4] hornseyschool,stemhsg [4] stemhsg,made 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 G10:
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 G7:
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: