The graph represents a network of 1,793 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, 20 May 2020 at 11:45 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 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, 6-hour, 35-minute period from Monday, 18 May 2020 at 17:25 UTC to Wednesday, 20 May 2020 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 : 1793
Unique Edges : 1861
Edges With Duplicates : 9910
Total Edges : 11771
Number of Edge Types : 5
Retweet : 4487
MentionsInRetweet : 5855
Tweet : 673
Mentions : 747
Replies to : 9
Self-Loops : 869
Reciprocated Vertex Pair Ratio : 0.00918484500574053
Reciprocated Edge Ratio : 0.0182025028441411
Connected Components : 69
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 1685
Maximum Edges in a Connected Component : 11619
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.436292
Graph Density : 0.00136785664488885
Modularity : 0.251456
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,793 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, 20 May 2020 at 11:45 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 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, 6-hour, 35-minute period from Monday, 18 May 2020 at 17:25 UTC to Wednesday, 20 May 2020 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".
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 G2:
[517] #bigdata,#analytics [448] #iot,#iiot [373] #analytics,#datascience [354] #datascience,#ai [316] #iiot,#python [220] #python,#rstats [200] #ai,#machinelearning [189] #machinelearning,#iot [182] #datascience,#books [181] #ai,#iot Top Word Pairs in Tweet in G3:
[547] #bigdata,#analytics [475] #analytics,#datascience [384] #iot,#iiot [296] #datascience,#ai [281] #python,#rstats [277] #ai,#machinelearning [202] #iiot,#python [188] #machinelearning,#iot [115] #ai,#iot [108] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[1166] gt,gt [1001] internet,things [805] antgrasso,lindagrass0 [670] things,reality [484] reality,business [451] business,beyond [395] lindagrass0,ronald_vanloon [374] #iot,#iiot [367] beyond,antgrasso [203] #bigdata,#analytics Top Word Pairs in Tweet in G5:
[242] gt,gt [93] #ai,#iot [88] #iot,#iiot [83] #ai,#bigdata [83] #ar,infused [83] infused,#smartglasses [82] #smartglasses,demonstrate [76] demonstrate,#futureofwork [63] mikequindazzi,#ai [62] #iiot,#bigdata Top Word Pairs in Tweet in G6:
[145] code,#theinsaneapp [53] #theinsaneapp,#machinelearning [48] background,matting [48] matting,world [34] world,green [34] green,screen [34] screen,code [34] theinsaneapp,background [34] #machinelearning,#artif [34] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[48] #ml,#dl [47] #iot,#bigdata [43] artificial,intelligence [43] magnifique,chiot [43] chiot,chihuahua [43] chihuahua,donner [43] donner,adoption [42] adoption,contre [42] contre,bon [42] bon,soins Top Word Pairs in Tweet in G8:
[7] #promoedutech,#influencerpromotion [5] #influencerpromotion,#topcasestudy [5] #topcasestudy,#yourmustread [4] grazytgrazynatt,influencerprom1 [4] influencerprom1,itakethelead [4] itakethelead,365surmarius [4] 365surmarius,themrblueprint [4] themrblueprint,mrkmrkmoh [4] mrkmrkmoh,mariussou [4] mariussou,kiyotaka_1991 Top Word Pairs in Tweet in G9:
[4] gt,gt [4] #bigdata,#analytics [4] #analytics,#datascience [3] #datascience,#ai [3] #iot,#iiot [3] #stocks,#investment [3] #ai,#machinelearning [3] 37,trillion [3] trillion,cells [3] cells,human Top Word Pairs in Tweet in G10:
[18] nodexl,nodexl [14] nodexl,mihkal [13] mihkal,bonniebaehr [11] bonniebaehr,vivianfrancos [10] vivianfrancos,docassar [10] docassar,gmacscotland [8] gmacscotland,smr_foundation [7] top,hashtags [7] #iot,#bigdata [7] #exchangestrong,nodexl Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: