The graph represents a network of 4,387 Twitter users whose tweets in the requested range contained "#iot OR "internet of things"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 August 2020 at 06:11 UTC.
The requested start date was Thursday, 13 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 29-minute period from Monday, 10 August 2020 at 16:02 UTC to Wednesday, 12 August 2020 at 17:31 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 : 4387
Unique Edges : 5141
Edges With Duplicates : 13969
Total Edges : 19110
Number of Edge Types : 5
Retweet : 5570
MentionsInRetweet : 8278
Tweet : 1888
Replies to : 65
Mentions : 3309
Self-Loops : 2008
Reciprocated Vertex Pair Ratio : 0.0283973327201656
Reciprocated Edge Ratio : 0.0552263834544438
Connected Components : 602
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 3270
Maximum Edges in a Connected Component : 17652
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.029629
Graph Density : 0.000464883447561095
Modularity : 0.35357
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,387 Twitter users whose tweets in the requested range contained "#iot OR %22internet of things%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 August 2020 at 06:11 UTC.
The requested start date was Thursday, 13 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 29-minute period from Monday, 10 August 2020 at 16:02 UTC to Wednesday, 12 August 2020 at 17:31 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 OR %22internet of things%22
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:
[875] #bigdata,#analytics [871] #analytics,#datascience [737] #iot,#iiot [648] #datascience,#ai [528] #ai,#iot [481] #ai,#machinelearning [435] #machinelearning,#iot [349] #iiot,#python [316] internet,things [271] #python,#rstats Top Word Pairs in Tweet in G1:
[121] #iot,#iiot [83] #ai,#iot [71] see,more [56] #bigdata,#analytics [54] internet,things [47] #analytics,#datascience [44] open,source [41] more,#infosec [40] attacks,see [36] gt,gt Top Word Pairs in Tweet in G2:
[178] #ai,#iot [90] gt,gt [73] #fintech,#finserv [72] wef,enricomolinari [61] ty,wef [61] #bigdata,#analytics [60] #iot,#iiot [59] #finserv,#paytech [58] #analytics,#datascience [48] #ai,#fintech Top Word Pairs in Tweet in G3:
[752] #analytics,#datascience [748] #bigdata,#analytics [567] #datascience,#ai [506] #iot,#iiot [383] #ai,#machinelearning [347] #machinelearning,#iot [290] #iiot,#python [230] #python,#rstats [170] #datascience,#machinelearning [162] #ai,#iot Top Word Pairs in Tweet in G4:
[91] internet,things [12] things,iot [12] #iot,devices [12] things,devices [11] #ai,#iot [11] cve,2020 [11] millions,internet [11] devices,suffers [10] learn,more [10] iot,devices Top Word Pairs in Tweet in G5:
[28] #iot,#bigdata [24] #bigdata,#internetofthings [22] #iot,#artificialintelligence [22] #artificialintelligence,#ml [21] #deeplearning,#dl [20] #internetofthings,#tech [19] google,#ai [19] #ai,computers [19] computers,created [19] created,secret Top Word Pairs in Tweet in G6:
[30] integration,#ai [29] adoption,#iot [29] #iot,devices [27] #ai,#iot [27] surge,adoption [26] rising,integration [26] #iot,#edge [26] #edge,enterprises [26] enterprises,enhanced [26] enhanced,efficiency Top Word Pairs in Tweet in G7:
[68] shall,rise [67] soldiers,hopewell [67] hopewell,newzimbabwe [67] newzimbabwe,coming [67] coming,zimbabwe [67] zimbabwe,shall [67] rise,again [67] again,shall [67] shall,land [67] land,free Top Word Pairs in Tweet in G8:
[11] #automation,requires [11] requires,regular [11] regular,updating [11] updating,ensure [11] ensure,continuity [11] continuity,networkworld [11] networkworld,shares [11] shares,step [11] step,checklist [11] checklist,avoid Top Word Pairs in Tweet in G9:
[23] understand,#iota [23] #iota,being [23] being,used [23] used,support [23] support,#smartenergy [23] #smartenergy,join [23] join,talk [23] talk,wilfried [23] wilfried,pimenta [23] pimenta,head Top Word Pairs in Tweet in G10:
[15] #artificialintelligence,#ai [14] #iot,#ipv6 [14] #ipv6,#m2m [14] #m2m,#internetofthings [8] starlingx,open [8] open,source [8] source,community [8] community,delivers [8] delivers,release [8] release,enhancing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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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: