The graph represents a network of 2,480 Twitter users whose tweets in the requested range contained "NodeXL", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 December 2021 at 16:02 UTC.
The requested start date was Tuesday, 14 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 18-hour, 31-minute period from Tuesday, 30 November 2021 at 02:36 UTC to Monday, 13 December 2021 at 21:08 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 : 2480
Unique Edges : 7087
Edges With Duplicates : 15875
Total Edges : 22962
Number of Edge Types : 5
Mentions : 6927
MentionsInRetweet : 13230
Retweet : 2389
Tweet : 127
Replies to : 289
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.0661924520845683
Reciprocated Edge Ratio : 0.12416604892513
Connected Components : 40
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 2393
Maximum Edges in a Connected Component : 22780
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.91536
Graph Density : 0.00175539044099468
Modularity : 0.269265
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,480 Twitter users whose tweets in the requested range contained "NodeXL", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 December 2021 at 16:02 UTC.
The requested start date was Tuesday, 14 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 18-hour, 31-minute period from Tuesday, 30 November 2021 at 02:36 UTC to Monday, 13 December 2021 at 21:08 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 : GraphServerTwitterSearch
Graph Term : NodeXL
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:
[321] #bigdata,#analytics [299] #analytics,#datascience [289] #ai,#machinelearning [288] top,hashtags [285] #datascience,#ai [285] #machinelearning,#iot [282] #iot,#iiot [267] #iiot,#python [266] #python,#rstats [188] nodexl,chidambara09 Top Word Pairs in Tweet in G1:
[199] #bigdata,#analytics [186] #analytics,#datascience [177] #ai,#machinelearning [177] #machinelearning,#iot [177] #iot,#iiot [176] #datascience,#ai [171] #python,#rstats [169] #iiot,#python [142] nodexl,chidambara09 [131] ces,nodexl Top Word Pairs in Tweet in G2:
[88] top,hashtags [28] this0499154500,docassar [24] nodexl,this0499154500 [23] docassar,michaelbathurst [20] michaelbathurst,shoutmgb [18] eli_krumova,jcampsays [17] nodexl,michaelbathurst [16] jcampsays,salhaj [16] sgjane1,kirkdborne [16] kirkdborne,nvidiaai Top Word Pairs in Tweet in G3:
[90] top,hashtags [35] this0499154500,docassar [35] worth,following [27] michaelbathurst,twitter [26] #bigdata,#analytics [26] #ai,#machinelearning [25] docassar,michaelbathurst [25] #machinelearning,#iot [25] #datascience,#ai [25] #analytics,#datascience Top Word Pairs in Tweet in G4:
[111] summer,school [80] social,media [80] media,research [78] based,back [78] back,successful [78] successful,social [78] research,summer [78] school,looking [78] looking,forward [78] forward,running Top Word Pairs in Tweet in G5:
[14] top,hashtags [7] 1st_sealord,mattikahra [7] mattikahra,tulenheimo [7] tulenheimo,tuomasjmattila [7] tuomasjmattila,panuhalme [7] mliimatainen,knuuttilas [6] knuuttilas,nodexl [5] ellen_ojala,1st_sealord [5] panuhalme,vtulkki [5] vtulkki,mliimatainen Top Word Pairs in Tweet in G6:
[90] #bigdata,#analytics [83] #analytics,#datascience [79] #datascience,#ai [79] #ai,#machinelearning [78] #machinelearning,#iot [76] #iot,#iiot [72] #iiot,#python [70] #python,#rstats [64] structured,problem [64] problem,solving Top Word Pairs in Tweet in G7:
[11] usdot,nodexl [11] nodexl,evosport [10] evosport,nyc_cto [10] nyc_cto,nyccounciltech [8] nyccounciltech,nycspeakercojo [8] totaltrafficnyc,adweek [6] chudson,precursorvc [6] adweek,nycmayorsfund [6] nycmayorsfund,rarebreedvc [6] rarebreedvc,chrisfralic Top Word Pairs in Tweet in G8:
[27] vid,teased [27] teased,wldragnet [27] wldragnet,part [27] part,two [27] two,more [27] more,significant [27] significant,groundbreaking [27] groundbreaking,part [27] part,one [26] suzi3d,vid Top Word Pairs in Tweet in G9:
[36] nodexl,caring_mobile [30] caring_mobile,sonu_monika [24] giant_health,_atanas_ [24] _atanas_,digitalsalutem [20] digitalsalutem,cbinsights [19] sonu_monika,gil_bashe [19] gil_bashe,giant_health [19] cbinsights,the_gdhn [15] caring_mobile,dehealth_world [15] dehealth_world,sonu_monika Top Word Pairs in Tweet in G10:
[26] donated,support [26] support,work [26] work,social [26] social,media [26] media,research [26] research,foundation's [26] foundation's,nodexl [21] nodexl,project [6] project,co [6] co,9fwnels9zq Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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