The graph represents a network of 7,773 Twitter users whose recent tweets contained "#BigData", 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 Wednesday, 22 January 2020 at 17:10 UTC.
The tweets in the network were tweeted over the 1-day, 20-hour, 19-minute period from Monday, 20 January 2020 at 18:49 UTC to Wednesday, 22 January 2020 at 15:09 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 : 7773
Unique Edges : 22287
Edges With Duplicates : 23160
Total Edges : 45447
Number of Edge Types : 5
MentionsInRetweet : 29625
Retweet : 6082
Mentions : 5828
Tweet : 3675
Replies to : 237
Self-Loops : 3825
Reciprocated Vertex Pair Ratio : 0.0117202863210886
Reciprocated Edge Ratio : 0.0231690250349868
Connected Components : 845
Single-Vertex Connected Components : 462
Maximum Vertices in a Connected Component : 6024
Maximum Edges in a Connected Component : 43472
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.833434
Graph Density : 0.000425811161655357
Modularity : 0.393098
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,773 Twitter users whose recent tweets contained "#BigData", 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 Wednesday, 22 January 2020 at 17:10 UTC.
The tweets in the network were tweeted over the 1-day, 20-hour, 19-minute period from Monday, 20 January 2020 at 18:49 UTC to Wednesday, 22 January 2020 at 15:09 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 : #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:
[7819] gt,gt [1883] #iot,#bigdata [1854] #ai,#iot [1576] #bigdata,#analytics [1538] #bigdata,#datascience [1501] #ai,#machinelearning [1290] mikequindazzi,gt [1152] #ai,#ml [1142] #iot,#iiot [1101] #datascience,#ai Top Word Pairs in Tweet in G1:
[1693] gt,gt [805] #iot,#bigdata [731] #ai,#iot [680] #bigdata,#datascience [552] #ai,#machinelearning [508] #bigdata,#machinelearning [476] #ai,#bigdata [433] #bigdata,#analytics [387] #bigdata,#ai [363] big,data Top Word Pairs in Tweet in G2:
[5987] gt,gt [1013] mikequindazzi,gt [892] #iot,#bigdata [871] #ai,#iot [744] gt,#ai [615] #ai,#ml [579] #defstar5,#makeyourownlane [483] #bigdata,#dataanalytics [437] #bigdata,#machinelearning [394] #makeyourownlane,#tech Top Word Pairs in Tweet in G3:
[396] #iot,#iiot [362] #bigdata,#analytics [333] #javascript,#reactjs [332] #python,#rstats [322] #analytics,#datascience [315] #reactjs,#golang [315] #golang,#cloudcomputing [315] #cloudcomputing,#serverless [314] #serverless,#datascientist [306] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[65] big,data [25] #ai,#bigdata [23] #bigdata,#security [20] #tech,#technology [19] #bigdata,#ai [18] #blockchain,#innovation [17] data,analytics [17] #data,#bigdata [17] #technology,#blockchain [17] #innovation,#science Top Word Pairs in Tweet in G5:
[343] #bigdata,#analytics [307] #python,#rstats [307] #javascript,#reactjs [307] #reactjs,#golang [306] #golang,#cloudcomputing [306] #cloudcomputing,#serverless [306] #serverless,#datascientist [305] #analytics,#datascience [303] #datascientist,#linux [301] #iot,#iiot Top Word Pairs in Tweet in G6:
[39] #bigdata,#ia [33] #ia,#bigdata [30] #data,#bigdata [24] #intelligenceartificielle,#bigdata [22] #artmarket,prc [22] prc,#artprice [20] big,data [19] l'intelligence,artificielle [17] #ai,#bigdata [17] #bigdata,#datascience Top Word Pairs in Tweet in G7:
[56] big,data [48] grupo,prisa [40] informe,#bigdata [37] #bigdata,#ia [27] #futbol,#football [27] #football,#scouting [27] #scouting,#captacion [27] #captacion,#fichajes [27] #fichajes,#direcciondeportiva [27] #direcciondeportiva,#bigdata Top Word Pairs in Tweet in G8:
[38] world,congress [38] congress,2020 [33] #ai,#iot [33] 2020,book [33] book,london [27] #bigdata,analyticsweek [27] analyticsweek,#futureofdata [27] #futureofdata,#podcast [21] big,data [19] digital,health Top Word Pairs in Tweet in G9:
[44] #ai,#machinelearning [33] #datascience,#ai [26] #bigdata,#datascience [23] #hungermaplive,online [23] online,wfp [23] wfp,hunger [23] hunger,monitoring [23] monitoring,system [23] system,leverages [23] leverages,power Top Word Pairs in Tweet in G10:
[70] read,more [68] #artificialintelligence,#ai [68] #datascience,#machinelearning [65] more,#artificialintelligence [65] #ai,#datascience [65] #machinelearning,#bigdata [65] #bigdata,#deeplearning [65] #deeplearning,#nlp [65] #nlp,#robots [65] #robots,#iot Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: