The graph represents a network of 1,148 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 Friday, 28 May 2021 at 10:22 UTC.
The requested start date was Friday, 28 May 2021 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, 1-hour, 36-minute period from Tuesday, 25 May 2021 at 22:22 UTC to Thursday, 27 May 2021 at 23:58 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 : 1148
Unique Edges : 1709
Edges With Duplicates : 15701
Total Edges : 17410
Number of Edge Types : 5
Retweet : 6873
MentionsInRetweet : 8965
Replies to : 25
Mentions : 938
Tweet : 609
Self-Loops : 762
Reciprocated Vertex Pair Ratio : 0.0173297534781547
Reciprocated Edge Ratio : 0.0340690978886756
Connected Components : 24
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1110
Maximum Edges in a Connected Component : 17357
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.174006
Graph Density : 0.00316535485693629
Modularity : 0.15404
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,148 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 Friday, 28 May 2021 at 10:22 UTC.
The requested start date was Friday, 28 May 2021 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, 1-hour, 36-minute period from Tuesday, 25 May 2021 at 22:22 UTC to Thursday, 27 May 2021 at 23:58 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:
[4482] #bigdata,#analytics [4071] #iot,#iiot [3376] #analytics,#datascience [3015] #datascience,#ai [2308] #ai,#machinelearning [2107] #machinelearning,#iot [1482] #python,#rstats [1221] #iiot,#pytorch [1148] #iiot,#python [1040] #analytics,#ai Top Word Pairs in Tweet in G1:
[3500] #bigdata,#analytics [2999] #iot,#iiot [2567] #analytics,#datascience [2249] #datascience,#ai [1686] #ai,#machinelearning [1540] #machinelearning,#iot [1100] #python,#rstats [943] #iiot,#pytorch [921] #python,#bigdata [890] #analytics,#ai Top Word Pairs in Tweet in G2:
[338] #iot,#iiot [301] #bigdata,#analytics [216] #analytics,#datascience [189] #datascience,#ai [157] #python,#rstats [142] #ai,#machinelearning [130] #machinelearning,#iot [102] #rstats,#reactjs [100] #ai,#python [95] ingliguori,#digitaltransformation Top Word Pairs in Tweet in G3:
[258] #iot,#iiot [226] #bigdata,#analytics [168] #analytics,#datascience [162] #datascience,#ai [118] #ai,#machinelearning [101] #machinelearning,#iot [72] #iiot,#iotpl [65] #python,#rstats [62] gave,kred [62] kred,#influence Top Word Pairs in Tweet in G4:
[382] #bigdata,#analytics [364] #analytics,#datascience [349] #iot,#iiot [335] #datascience,#ai [298] #ai,#machinelearning [283] #machinelearning,#iot [139] #iiot,#pytorch [131] #python,#rstats [125] #iiot,#python [96] #pytorch,#python Top Word Pairs in Tweet in G5:
[105] wef,enricomolinari [24] #iot,#iiot [23] #climatechange,wef [19] 2025,deliveries [19] deliveries,made [19] made,#ev [19] #ev,wef [18] enricomolinari,#retailtech [18] #retailtech,#iot [18] enricomolinari,2025 Top Word Pairs in Tweet in G6:
[29] #iot,#iiot [26] #bigdata,#analytics [17] #analytics,#datascience [16] #datascience,#ai [14] #ai,#machinelearning [13] #machinelearning,#iot [12] #python,#rstats [10] #machinelearning,#ai [9] complete,article [9] #ai,#rstats Top Word Pairs in Tweet in G7:
[58] #iot,#iiot [50] #datascience,#ai [45] #iiot,#iotpl [42] #ai,#machinelearning [32] #bigdata,#datascience [32] #bigdata,#analytics [31] #machinelearning,#iot [29] #analytics,#datascience [22] #iotpl,#iotcommunity [19] #datascience,#machinelearning Top Word Pairs in Tweet in G8:
[5] #bigdata,#analytics [5] #analytics,#datascience [5] #datascience,#ai [3] read,latest [3] latest,blog [3] blog,find [3] find,plataine [3] plataine,bringing [3] bringing,important [3] important,range Top Word Pairs in Tweet in G9:
[10] #iot,#iiot [8] #iiot,#iotpl [4] ele,times [4] world,#iot [3] cioamaro,ai [3] ai,iot [3] #iotpl,#intrernetofthings [3] #intrernetofthings,#sensors [3] #sensors,#network [3] #network,#tech Top Word Pairs in Tweet in G10:
[5] industrial,#ai [5] #ai,prepares [5] prepares,mainstream [5] mainstream,asset [5] asset,intensive [5] intensive,businesses [5] businesses,themselves [5] themselves,ready [4] technative,industrial [2] much,#artificialintelligence Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: