The graph represents a network of 1,824 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, 18 December 2019 at 20:07 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 4-hour, 17-minute period from Monday, 16 December 2019 at 20:43 UTC to Wednesday, 18 December 2019 at 01:01 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 : 1824
Unique Edges : 3838
Edges With Duplicates : 4058
Total Edges : 7896
Number of Edge Types : 3
Mentions : 7008
Tweet : 863
Replies to : 25
Self-Loops : 863
Reciprocated Vertex Pair Ratio : 0.00866281652598845
Reciprocated Edge Ratio : 0.0171768332966307
Connected Components : 124
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1600
Maximum Edges in a Connected Component : 7584
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.579579
Graph Density : 0.00136565185591516
Modularity : 0.377316
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,824 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, 18 December 2019 at 20:07 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 4-hour, 17-minute period from Monday, 16 December 2019 at 20:43 UTC to Wednesday, 18 December 2019 at 01:01 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:
[1475] #bigdata,#analytics [1181] gt,gt [990] #analytics,#datascience [788] #datascience,#ai [776] #iot,#iiot [629] #ai,#machinelearning [586] #iot,#bigdata [433] #ai,#iot [424] #machinelearning,#iot [411] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[344] gt,gt [290] #iot,#bigdata [222] #ai,#iot [166] #bigdata,#analytics [120] #iot,#iiot [112] #deeplearning,#iot [108] #analytics,#datascience [93] #bigdata,#iot [81] #datascience,#ai [75] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[922] #bigdata,#analytics [788] #analytics,#datascience [627] #datascience,#ai [543] #iot,#iiot [482] #ai,#machinelearning [328] #iiot,#pytorch [311] #machinelearning,#iot [245] #pytorch,#python [202] #datascience,#iot [95] #python,#rstats Top Word Pairs in Tweet in G3:
[767] gt,gt [296] #bigdata,#analytics [187] #infographic,mikequindazzi [183] mikequindazzi,gt [155] #analytics,#defstar5 [145] gt,#ai [135] internet,things [125] #pwc,mikequindazzi [121] gt,#pwc [117] #ai,#ar Top Word Pairs in Tweet in G4:
[25] gt,gt [22] #iot,#bigdata [20] #bigdata,#ai [20] #ai,#iot [19] #bigdata,#cybersecurity [17] #machinelearning,#bigdata [15] #cybersecurity,#bigdata [13] internet,things [13] infographic,#cybersecurity [12] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G5:
[43] #ai,#aiio [40] #aiio,#bigdata [40] #bigdata,#ml [40] #ml,#nlu [39] #nlu,#iot [37] #fintech,#insurtech [28] #bigdata,#analytics [22] #iot,#iiot [22] #bigdata,#fintech [21] #bigdata,#iot Top Word Pairs in Tweet in G6:
[69] #iot,#bigdata [14] #bigdata,#dividends [12] big,data [11] #bigdata,#investment [9] 5stocksinto,#china [8] gt,gt [7] #bigdata,#iot [7] #bigdata,#investing [6] totec19,comment [6] comment,gestion Top Word Pairs in Tweet in G7:
[22] #bigdata,#analytics [20] #iot,#bigdata [20] #datascience,#bigdata [19] internet,things [19] #artiicialinterlligence,#datascience [19] #bigdata,future [18] #digitaltransformation,#iot [17] r_demidchuk,interesting [16] interesting,#infographic [16] #infographic,explains Top Word Pairs in Tweet in G8:
[17] #infographic,#infosec [17] #infosec,#mobilesecurity [13] #mobilesecurity,#saas [13] #saas,#tech [11] #innovation,#fintech [10] #fintech,#banking [9] biggest,cybersecurity [9] cybersecurity,threats [9] threats,2020 [9] 2020,#infographic Top Word Pairs in Tweet in G9:
[25] comprehensive,depth [25] depth,piece [25] piece,challenges [25] challenges,progress [25] progress,treating [25] treating,curing [25] curing,rare [25] rare,diseases [25] diseases,000 [24] primary_immune,comprehensive Top Word Pairs in Tweet in G10:
[33] world,congress [33] congress,2020 [24] 2020,book [24] book,london [17] digitalhealth_1,digital [13] digital,healthcare [13] healthcare,world [13] london,#iot [13] #iot,#ai [12] #abbitalia,smart_melis Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: