The graph represents a network of 3,359 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 02 September 2020 at 11:45 UTC.
The requested start date was Wednesday, 02 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 6-hour, 57-minute period from Sunday, 30 August 2020 at 17:02 UTC to Wednesday, 02 September 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 : 3359
Unique Edges : 4882
Edges With Duplicates : 16156
Total Edges : 21038
Number of Edge Types : 5
Retweet : 6208
MentionsInRetweet : 10124
Tweet : 1259
Mentions : 3381
Replies to : 66
Self-Loops : 1541
Reciprocated Vertex Pair Ratio : 0.0218424626527841
Reciprocated Edge Ratio : 0.0427511352309226
Connected Components : 289
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 2816
Maximum Edges in a Connected Component : 20310
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.71911
Graph Density : 0.000800477183341634
Modularity : 0.292571
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,359 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 02 September 2020 at 11:45 UTC.
The requested start date was Wednesday, 02 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 6-hour, 57-minute period from Sunday, 30 August 2020 at 17:02 UTC to Wednesday, 02 September 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 ai
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:
[1428] #bigdata,#analytics [1368] #analytics,#datascience [1314] #ai,#iot [1195] #datascience,#ai [1029] #ai,#machinelearning [1023] #iot,#iiot [838] gt,gt [699] #python,#rstats [688] #machinelearning,#iot [460] #bigdata,#ai Top Word Pairs in Tweet in G1:
[1204] #bigdata,#analytics [1159] #analytics,#datascience [959] #datascience,#ai [738] #iot,#iiot [732] #ai,#machinelearning [723] #ai,#iot [599] #python,#rstats [577] #machinelearning,#iot [396] #iiot,#python [321] #bigdata,#ai Top Word Pairs in Tweet in G2:
[172] #ai,#iot [91] #iot,#ai [70] #ai,#fintech [51] ty,mashable [50] #ar,#vr [50] #datascience,#ai [48] xbond49,jblefevre60 [48] #iot,#fintech [48] mt,pradeeprao_ [47] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[416] gt,gt [158] #ai,#iot [93] #ai,#machinelearning [84] top,10 [80] #bigdata,#ai [75] #iot,#bigdata [72] 10,#industry40 [72] #industry40,trends [72] trends,innovations [72] innovations,2020 Top Word Pairs in Tweet in G4:
[151] #iot,#iiot [131] #datascience,#ai [123] #bigdata,#analytics [114] #ai,#machinelearning [109] #analytics,#datascience [101] #bigdata,#datascience [78] #cloud,#edge [71] #todaysmedicalupdate,#medicine [66] #ai,#5g [64] #5g,#cloud Top Word Pairs in Tweet in G5:
[73] read,more [60] #ai,#iot [39] #iot,#bigdata [27] ronald_vanloon,read [26] #bigdata,#machinelearning [23] software,ate [23] ate,world [23] world,#ai [23] #ai,eating [23] eating,software Top Word Pairs in Tweet in G6:
[24] #ai,#iot [17] #iot,#ai [13] iot,ai [12] ai,iot [10] artificial,intelligence [10] internet,things [4] ai,ml [4] big,data [4] aiot,artificial [4] intelligence,meets Top Word Pairs in Tweet in G7:
[19] top,10 [16] trends,2020 [14] #digitaltransformation,#machinelearning [13] #medical,#ai [11] #bigdata,#ai [9] look,#infographic [9] #infographic,top [9] 10,#industry40 [9] #industry40,trends [9] 2020,beyond Top Word Pairs in Tweet in G8:
[37] #ai,#iot [29] #ynh,#ai [26] #datascience,#ynh [23] #iot,#data [19] arikring,mzjacobson [19] mzjacobson,jackthelad1947 [19] jackthelad1947,hanslak [19] hanslak,seth_leitman [19] seth_leitman,debraruh [19] debraruh,charluv2011 Top Word Pairs in Tweet in G9:
[5] sminaev2015,frisesally [5] frisesally,marinella_maria [5] marinella_maria,mariangelasant8 [5] mariangelasant8,angelicagallegs [5] angelicagallegs,yukarikingdom18 [5] yukarikingdom18,mhall55nine [5] mhall55nine,eoff_sylvia [3] arnabch01,sminaev2015 [3] eoff_sylvia,semi [2] eoff_sylvia,semicvet50 Top Word Pairs in Tweet in G10:
[4] grazytgrazynatt,influencerprom1 [4] influencerprom1,itakethelead [4] itakethelead,365surmarius [4] 365surmarius,themrblueprint [4] themrblueprint,mrkmrkmoh [4] mrkmrkmoh,mariussou [4] mariussou,kiyotaka_1991 [3] promoedutech,grazytgrazynatt [3] kiyotaka_1991,easy_ [2] contactez,experts Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: