The graph represents a network of 1,258 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 August 2020 at 10:38 UTC.
The requested start date was Friday, 21 August 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, 11-hour, 49-minute period from Tuesday, 18 August 2020 at 12:04 UTC to Thursday, 20 August 2020 at 23:53 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 : 1258
Unique Edges : 1130
Edges With Duplicates : 15492
Total Edges : 16622
Number of Edge Types : 5
Retweet : 7156
MentionsInRetweet : 8748
Tweet : 359
Mentions : 350
Replies to : 9
Self-Loops : 444
Reciprocated Vertex Pair Ratio : 0.00352289884247609
Reciprocated Edge Ratio : 0.00702106318956871
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1249
Maximum Edges in a Connected Component : 16609
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.207419
Graph Density : 0.00252196602049192
Modularity : 0.161134
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,258 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 21 August 2020 at 10:38 UTC.
The requested start date was Friday, 21 August 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, 11-hour, 49-minute period from Tuesday, 18 August 2020 at 12:04 UTC to Thursday, 20 August 2020 at 23:53 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 : iiot machinelearning
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:
[4421] #bigdata,#analytics [4309] #analytics,#datascience [4066] #datascience,#ai [3509] #iot,#iiot [2938] #ai,#machinelearning [2479] #machinelearning,#iot [2134] #iiot,#python [1975] #python,#rstats [944] #ai,#iot [734] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[397] #datascience,#ai [335] #iot,#iiot [323] #bigdata,#analytics [312] #analytics,#datascience [263] #ai,#machinelearning [204] #bigdata,#datascience [184] #machinelearning,#iot [168] #iiot,#iotpl [159] #iiot,#python [154] #python,#rstats Top Word Pairs in Tweet in G2:
[688] #bigdata,#analytics [642] #analytics,#datascience [562] #datascience,#ai [538] #iot,#iiot [416] #ai,#machinelearning [400] #machinelearning,#iot [367] #iiot,#python [355] #python,#rstats [123] #ai,#iot [113] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[3321] #bigdata,#analytics [3252] #analytics,#datascience [3039] #datascience,#ai [2502] #iot,#iiot [2192] #ai,#machinelearning [1842] #machinelearning,#iot [1550] #iiot,#python [1415] #python,#rstats [697] #ai,#iot [466] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[57] #iot,#iiot [48] top,10 [46] #iiot,#iotpl [45] #iotpl,#ai [40] 10,discussed [40] discussed,tech [40] tech,topics [40] topics,during [40] during,#covid19 [40] #covid19,wef Top Word Pairs in Tweet in G5:
[73] #analytics,#datascience [57] #bigdata,#analytics [52] #iot,#iiot [47] machine,learning [43] #deeplearning,#analytics [37] #iiot,#python [36] #datascience,#ai [30] #python,#rstats [24] learning,2021 [23] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[18] ruben_arce_s,#digitaltransformation [18] machine,learning [17] extracting,business [17] business,value [17] value,#bigdata [17] #bigdata,#infographic [17] #infographic,ibm [17] ibm,ingliguori [16] learning,operations [16] operations,need Top Word Pairs in Tweet in G7:
[15] #ai,#machinelearning [12] #bigdata,#datascience [11] #robotic,arms [11] arms,handle [11] handle,delicate [11] delicate,pancakes [11] pancakes,#robots [11] #robots,#ai [11] #machinelearning,#bigdata [10] automeme,#robotic Top Word Pairs in Tweet in G8:
[8] #bigdata,#analytics [8] #analytics,#datascience [8] #datascience,#ai [8] #ai,#machinelearning [8] #machinelearning,#iot [8] #iot,#iiot [8] #iiot,#python [8] #python,#rstats [6] #rstats,#tensorflow [5] #tensorflow,#java Top Word Pairs in Tweet in G9:
[3] tune,sep [3] sep,listen [3] listen,semiotic [3] semiotic,labs [3] labs,simonjagers [3] simonjagers,speak [3] speak,aiexpoafrica [3] aiexpoafrica,#iiot [3] #iiot,powered [3] powered,applications Top Word Pairs in Tweet in G10:
[5] #digitaltransformation,#machinelearning [5] #machinelearning,#bigdata [5] #bigdata,#ai [4] promise,automation [4] automation,those [4] those,left [4] left,behind [4] behind,#digitaltransformation [4] #ai,#iiot [3] #ai,#industry40 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: