The graph represents a network of 1,356 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 November 2020 at 11:40 UTC.
The requested start date was Friday, 20 November 2020 at 01:01 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, 9-hour, 22-minute period from Tuesday, 17 November 2020 at 15:34 UTC to Friday, 20 November 2020 at 00:57 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 : 1356
Unique Edges : 1355
Edges With Duplicates : 15115
Total Edges : 16470
Number of Edge Types : 5
MentionsInRetweet : 8224
Mentions : 710
Retweet : 6925
Tweet : 602
Replies to : 9
Self-Loops : 756
Reciprocated Vertex Pair Ratio : 0.00944099378881988
Reciprocated Edge Ratio : 0.0187053901058331
Connected Components : 51
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1281
Maximum Edges in a Connected Component : 16361
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.448228
Graph Density : 0.00221130087407069
Modularity : 0.163754
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,356 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 November 2020 at 11:40 UTC.
The requested start date was Friday, 20 November 2020 at 01:01 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, 9-hour, 22-minute period from Tuesday, 17 November 2020 at 15:34 UTC to Friday, 20 November 2020 at 00:57 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 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:
[3067] #bigdata,#analytics [2821] #iot,#iiot [2666] #datascience,#ai [2649] #analytics,#datascience [2098] #ai,#machinelearning [1526] #machinelearning,#iot [995] #iiot,#python [957] #rstats,#reactjs [877] #ai,#iot [851] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[296] #iot,#iiot [289] #bigdata,#analytics [285] #datascience,#ai [235] #analytics,#datascience [229] #ai,#machinelearning [139] #machinelearning,#iot [116] #bigdata,#datascience [88] #ai,#iot [87] #machinelearning,#bigdata [83] #iiot,#python Top Word Pairs in Tweet in G2:
[2223] #bigdata,#analytics [1912] #analytics,#datascience [1882] #iot,#iiot [1871] #datascience,#ai [1506] #ai,#machinelearning [1112] #machinelearning,#iot [699] #rstats,#reactjs [655] #iiot,#python [547] #ai,#iot [522] #machinelearning,#bigdata Top Word Pairs in Tweet in G3:
[167] #iot,#iiot [162] #rstats,#reactjs [122] #analytics,#machinelearning [118] #machinelearning,#ai [101] #ai,#iot [75] #vr,#mr [71] interaction,sensor [71] sensor,use [71] use,radar [71] radar,translate Top Word Pairs in Tweet in G4:
[324] #bigdata,#analytics [315] #analytics,#datascience [308] #datascience,#ai [263] #ai,#machinelearning [239] #iot,#iiot [212] #machinelearning,#iot [156] #iiot,#python [103] #python,#rstats [37] #javascript,#reactjs [36] #cloudcomputing,#serverless Top Word Pairs in Tweet in G5:
[86] #digitaltransformation,#machinelearning [65] #iot,#iiot [49] #bigdata,#analytics [45] #datascience,#ai [42] #analytics,#datascience [37] #ai,#machinelearning [34] #machinelearning,#bigdata [30] machine,learning [26] #ai,#iiot [26] #cybercrimes,300 Top Word Pairs in Tweet in G6:
[169] #bigdata,#analytics [160] #machinelearning,#bigdata [133] #datascience,#ai [132] #analytics,#datascience [104] #iot,#iiot [99] #udemycoupon,#machinelearning [98] 100,#udemycoupon [79] #ai,#iot [79] #iiot,#python [78] #python,#rstats Top Word Pairs in Tweet in G7:
[42] #iot,#iiot [16] cyber,security [16] security,shared [16] shared,responsibility [16] responsibility,requires [16] requires,inclusion [16] inclusion,human [16] human,centric [16] centric,collaboration [16] iot,coffee Top Word Pairs in Tweet in G8:
[18] #iot,#iiot [18] #ai,#iot [15] #augmentedreality,#vr [15] #vr,#mr [15] #mr,#ai [10] #iiot,#industry40 [10] ingliguori,#digitaltransformation [9] #machinelearning,#bigdata [9] managing,warehouse [9] warehouse,operations Top Word Pairs in Tweet in G9:
[6] replacing,human [6] human,driver [6] driver,means [6] means,having [6] having,ability [6] ability,process [6] process,vast [6] vast,amounts [6] produced,vehicle [6] vehicle,#ai Top Word Pairs in Tweet in G10:
[2] capitalware,releases [2] releases,mqtt [2] mqtt,message [2] message,editing [2] editing,suite [2] suite,v1 [2] v1,#iot [2] #iot,#iiot [2] #iiot,#mqtt [2] #mqtt,#m2m Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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:
Top Tweeters in G2:
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: