The graph represents a network of 2,090 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, 22 April 2019 at 20:05 UTC.
The requested start date was Monday, 22 April 2019 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 3-day, 7-hour, 24-minute period from Thursday, 18 April 2019 at 16:36 UTC to Monday, 22 April 2019 at 00:00 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 : 2090
Unique Edges : 2693
Edges With Duplicates : 3558
Total Edges : 6251
Number of Edge Types : 3
Mentions : 4700
Tweet : 1521
Replies to : 30
Self-Loops : 1521
Reciprocated Vertex Pair Ratio : 0.0131332082551595
Reciprocated Edge Ratio : 0.0259259259259259
Connected Components : 468
Single-Vertex Connected Components : 295
Maximum Vertices in a Connected Component : 1206
Maximum Edges in a Connected Component : 5027
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.534171
Graph Density : 0.000618413608764066
Modularity : 0.412262
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2126] #bigdata,#analytics [1763] #analytics,#datascience [1665] #datascience,#ai [1368] #ai,#machinelearning [1054] #iot,#iiot [879] #machinelearning,#iot [782] gt,gt [619] #iiot,#pytorch [309] #pytorch,#python [263] machine,learning Top Word Pairs in Tweet in G1:
[35] cloud,computing [25] gt,gt [21] #cloud,#cloudcomputing [21] colx,#colossusxt [21] #colossusxt,#blockchain [21] #blockchain,#masternode [21] #masternode,#decentralised [21] #decentralised,#cryptocurrencies [21] #cryptocurrencies,#privacy [21] #privacy,#spreadthegrid Top Word Pairs in Tweet in G2:
[879] #bigdata,#analytics [755] #analytics,#datascience [723] #datascience,#ai [613] #ai,#machinelearning [471] #iot,#iiot [417] #machinelearning,#iot [285] #iiot,#pytorch [151] #pytorch,#python [123] machine,learning [78] #python,#rstats Top Word Pairs in Tweet in G3:
[1140] #bigdata,#analytics [911] #analytics,#datascience [863] #datascience,#ai [688] #ai,#machinelearning [518] #iot,#iiot [417] #machinelearning,#iot [301] #iiot,#pytorch [142] #pytorch,#python [120] machine,learning [97] #analytics,#ai Top Word Pairs in Tweet in G4:
[615] gt,gt [159] mikequindazzi,gt [136] gt,#pwc [131] #pwc,mikequindazzi [64] #ipo,readiness [54] 10,#ipo [54] #venturecapital,#startup [53] readiness,points [53] points,framework [53] framework,gt Top Word Pairs in Tweet in G5:
[17] #cloudify,#cloudcomputing [16] edge,computing [16] cloud,computing [13] demand,new [13] new,markets [13] markets,edge [13] computing,means [13] means,hardware [13] hardware,companies [11] new,demand Top Word Pairs in Tweet in G6:
[102] #cloudcomputing,#cloud [59] #cloud,#cloudcomputing [49] #cloudcomputing,#aws [35] cloud,computing [30] #cloudcomputing,#wordpress [30] cloud,security [22] #cloudcomputing,#cloudsecurity [21] paul,colmer [21] #cloudsecurity,#cybersecurity [19] cloud,native Top Word Pairs in Tweet in G7:
[15] 2019,titled [13] stanleychen0402,apr [12] apr,21 [12] 21,2019 [12] titled,kind [12] kind,smarter [12] smarter,cities [12] cities,ref [12] ref,#ai [12] #ai,#bigdata Top Word Pairs in Tweet in G8:
[50] #iot,#algorithms [50] #smartcity,#cybersecurity [50] #cybersecurity,#techindustry [50] #techindustry,#innovation [50] #innovation,#inthecloud [49] #algorithms,#chipmaker [49] #chipmaker,#smartcity [48] #quantumcomputing,#iot [13] #inthecloud,#itmanagement [13] #itmanagement,#ceo Top Word Pairs in Tweet in G9:
[40] #cloud,#thecloud [21] #cloud,#business [20] forbes,#cloud [18] #googlecloud,brings [18] brings,27 [18] 27,year [18] year,sap [18] sap,veteran [18] veteran,doubles [18] doubles,down Top Word Pairs in Tweet in G10:
[26] excited,see [26] see,msftresearch [26] msftresearch,rise_msr [26] rise_msr,mrkmarron [26] mrkmarron,debut [26] debut,#bosque [26] #bosque,#programminglanguage [26] #programminglanguage,microsoft [26] microsoft,debuts [26] debuts,bosque Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: