The graph represents a network of 1,878 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 11:59 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 7-hour, 2-minute period from Sunday, 02 August 2020 at 16:53 UTC to Tuesday, 04 August 2020 at 23:55 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 : 1878
Unique Edges : 2504
Edges With Duplicates : 15874
Total Edges : 18378
Number of Edge Types : 5
Retweet : 6954
MentionsInRetweet : 9374
Mentions : 1245
Tweet : 789
Replies to : 16
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.0117953165654814
Reciprocated Edge Ratio : 0.0233156180353163
Connected Components : 39
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1802
Maximum Edges in a Connected Component : 18285
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.43202
Graph Density : 0.00165474895645568
Modularity : 0.21812
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,878 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 August 2020 at 11:59 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 7-hour, 2-minute period from Sunday, 02 August 2020 at 16:53 UTC to Tuesday, 04 August 2020 at 23:55 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 : iot bigdata
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:
[3524] #bigdata,#analytics [3034] #analytics,#datascience [2370] #iot,#iiot [2361] #datascience,#ai [2059] #ai,#machinelearning [1575] #python,#rstats [1396] #machinelearning,#iot [1282] #iiot,#python [658] #rstats,#tensorflow [599] #ai,#iot Top Word Pairs in Tweet in G1:
[2636] #bigdata,#analytics [2330] #analytics,#datascience [1783] #datascience,#ai [1596] #iot,#iiot [1517] #ai,#machinelearning [1054] #python,#rstats [1021] #machinelearning,#iot [887] #iiot,#python [424] #rstats,#tensorflow [386] #ai,#iot Top Word Pairs in Tweet in G2:
[142] #bigdata,#analytics [136] gt,gt [130] #iot,#bigdata [115] #analytics,#datascience [112] #iot,#iiot [96] #ai,#machinelearning [90] #datascience,#ai [72] #ai,#iot [69] #python,#rstats [60] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[581] #bigdata,#analytics [489] #iot,#iiot [461] #analytics,#datascience [366] #python,#rstats [356] #datascience,#ai [298] #ai,#machinelearning [272] #iiot,#python [238] #machinelearning,#iot [181] #rstats,#tensorflow [132] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[90] #iot,#iiot [76] #bigdata,#datascience [73] #ai,#machinelearning [69] #iiot,#iotpl [65] #datascience,#ai [50] #bigdata,#analytics [43] #analytics,#datascience [40] use,cases [39] content,#datascientists [39] #datascientists,datasciencectrl Top Word Pairs in Tweet in G5:
[46] #ai,#iot [31] #bigdata,#analytics [27] #iot,#bigdata [23] #analytics,#datascience [21] #ai,#machinelearning [21] #usa,#canada [21] #canada,#london [19] #datascience,#machinelearning [18] #bigdata,#iot [17] #london,#australia Top Word Pairs in Tweet in G6:
[49] ingliguori,#digitaltransforma [47] #datascience,business [47] business,map [47] map,tool [47] tool,data [47] data,science [47] science,projects [47] projects,ingliguori [46] ingliguori,#datascience [44] ingliguori,#digitaltransformation Top Word Pairs in Tweet in G7:
[41] lt,#twowayradio [41] #twowayradio,#energiewende [41] #energiewende,#smartmeter [41] #smartmeter,#imsys [41] #imsys,#eeg [41] #eeg,#smartgrid [41] #smartgrid,#grid [41] #grid,#strom [41] #strom,#stromnetz [41] #stromnetz,#stadtwerke Top Word Pairs in Tweet in G8:
[9] axiomatic,understand [9] understand,basic [9] basic,biological [9] biological,processes [9] processes,study [9] study,rarest [9] rarest,#rarediseases [9] #rarediseases,immunology [8] primary_immune,axiomatic [8] immunology,beyon Top Word Pairs in Tweet in G9:
[3] sminaev2015,frisesally [3] frisesally,marinella_maria [3] marinella_maria,mariangelasant8 [3] mariangelasant8,angelicagallegs [3] angelicagallegs,yukarikingdom18 [3] yukarikingdom18,mhall55nine [3] mhall55nine,eoff_sylvia [3] semicvet50,brindusab1 [3] pasqualetotaro,dianadep1 [3] yebosfaye,biagio960 Top Word Pairs in Tweet in G10:
[34] jun,capital [34] capital,joins [34] joins,geeq [18] strategic,advisors [17] geeq,strategic [17] advisors,geeq [17] geeq,pleased [17] pleased,announce [17] announce,jun [17] geeq,family Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G8:
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 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: