The graph represents a network of 1,487 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 30 March 2020 at 11:09 UTC.
The requested start date was Monday, 30 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 10-hour, 24-minute period from Saturday, 28 March 2020 at 01:51 UTC to Sunday, 29 March 2020 at 12:16 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 : 1487
Unique Edges : 2094
Edges With Duplicates : 4058
Total Edges : 6152
Number of Edge Types : 4
MentionsInRetweet : 5229
Mentions : 386
Tweet : 533
Replies to : 4
Self-Loops : 533
Reciprocated Vertex Pair Ratio : 0.00646987464617873
Reciprocated Edge Ratio : 0.012856568903174
Connected Components : 152
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 1246
Maximum Edges in a Connected Component : 5890
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.395643
Graph Density : 0.00112640642409179
Modularity : 0.316872
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 1,487 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 30 March 2020 at 11:09 UTC.
The requested start date was Monday, 30 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 10-hour, 24-minute period from Saturday, 28 March 2020 at 01:51 UTC to Sunday, 29 March 2020 at 12:16 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 : #cloudcomputing
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:
[3430] #bigdata,#analytics [2866] #analytics,#datascience [2526] #datascience,#ai [2429] #iot,#iiot [1589] #ai,#machinelearning [1405] #python,#rstats [1372] #iiot,#pytorch [1076] #pytorch,#python [1048] #machinelearning,#iot [865] gt,gt Top Word Pairs in Tweet in G1:
[949] #bigdata,#analytics [808] #iot,#iiot [803] #analytics,#datascience [618] #datascience,#ai [509] #iiot,#pytorch [470] #python,#rstats [452] #ai,#machinelearning [404] #pytorch,#python [314] #machinelearning,#iot [213] #iiot,#python Top Word Pairs in Tweet in G2:
[2048] #bigdata,#analytics [1687] #analytics,#datascience [1521] #datascience,#ai [1381] #iot,#iiot [947] #ai,#machinelearning [730] #iiot,#pytorch [720] #python,#rstats [605] #machinelearning,#iot [568] #pytorch,#python [333] #iiot,#python Top Word Pairs in Tweet in G3:
[600] gt,gt [120] mikequindazzi,gt [115] #bigdata,#analytics [107] #analytics,#datascience [90] #datascience,#ai [76] #iot,#iiot [70] #iot,#fintech [63] #ai,#machinelearning [62] #fintech,#cloudcomputing [60] gt,#iot Top Word Pairs in Tweet in G4:
[186] #datascience,#ai [167] #bigdata,#analytics [145] #analytics,#datascience [124] #ai,#iot [119] #python,#rstats [112] ravikikan,#bigdata [110] #iot,#python [95] #artificialintelligence,evolving [95] evolving,ravikikan [93] ravikikan,#artificialintelligence Top Word Pairs in Tweet in G5:
[9] #cloudcomputing,#marketing [8] gt,gt [7] profitable,business [7] business,invest [7] #cloud,#cloudcomputing [6] cloud,computing [6] social,media [6] daily,#cloudcomputing [6] #cloudcomputing,#cloud [5] #torabi,#future Top Word Pairs in Tweet in G6:
[86] #bigdata,#analytics [70] #analytics,#datascience [64] #datascience,#ai [61] #iot,#iiot [40] #ai,#machinelearning [39] #cloudcomputing,#marketing [34] make,money [34] money,online [33] #python,#rstats [32] #iiot,#pytorch Top Word Pairs in Tweet in G7:
[22] #bigdata,#analytics [19] #analytics,#datascience [16] #datascience,#ai [16] #iot,#iiot [11] #ai,#machinelearning [11] thomas_harrer,#ai [11] #ai,reading [11] reading,better [11] better,humans [11] humans,wef Top Word Pairs in Tweet in G8:
[17] edge,computing [17] computing,allows [17] allows,clear [17] clear,scoping [17] scoping,computing [17] computing,resources [17] resources,optimal [17] optimal,processing [17] processing,antgrasso [16] wissen_tech,edge Top Word Pairs in Tweet in G9:
[7] digitalcolmer,aws [7] aws,offers [7] offers,various [7] various,remote [7] remote,working [7] working,solutions [7] solutions,cc [7] cc,digitalcloudgal [7] digitalcloudgal,evankirstel [7] evankirstel,billmew Top Word Pairs in Tweet in G10:
[14] #holohost,software [14] software,open [14] open,public [14] public,earn [14] earn,#passiveincome [14] #passiveincome,shared [14] shared,hosting [14] hosting,take [13] holo_of,#holohost [13] take,long Top Replied-To in Entire Graph:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: