The graph represents a network of 959 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, 24 September 2021 at 11:07 UTC.
The requested start date was Friday, 24 September 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, 8-hour, 8-minute period from Tuesday, 21 September 2021 at 15:40 UTC to Thursday, 23 September 2021 at 23:49 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 : 959
Unique Edges : 1136
Edges With Duplicates : 17160
Total Edges : 18296
Number of Edge Types : 5
Retweet : 7093
MentionsInRetweet : 10137
Replies to : 12
Mentions : 578
Tweet : 476
Self-Loops : 632
Reciprocated Vertex Pair Ratio : 0.0133333333333333
Reciprocated Edge Ratio : 0.0263157894736842
Connected Components : 9
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 949
Maximum Edges in a Connected Component : 18282
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.202727
Graph Density : 0.00421890408632862
Modularity : 0.112448
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 959 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, 24 September 2021 at 11:07 UTC.
The requested start date was Friday, 24 September 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, 8-hour, 8-minute period from Tuesday, 21 September 2021 at 15:40 UTC to Thursday, 23 September 2021 at 23:49 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:
[3375] #bigdata,#analytics [3295] #iot,#iiot [2528] #analytics,#datascience [1820] #datascience,#ai [1547] #python,#rstats [1493] #machinelearning,#bigdata [1445] #ai,#machinelearning [1077] #machinelearning,#iot [1073] #iiot,#pytorch [945] #datascience,#iot Top Word Pairs in Tweet in G1:
[2108] #bigdata,#analytics [2030] #iot,#iiot [1584] #analytics,#datascience [1117] #datascience,#ai [981] #python,#rstats [931] #ai,#machinelearning [901] #machinelearning,#bigdata [707] #iiot,#pytorch [695] #machinelearning,#iot [562] #datascience,#iot Top Word Pairs in Tweet in G2:
[215] #iot,#iiot [182] #socialmedia,#100daysofcode [181] #100daysofcode,#bigdata [153] #bigdata,#analytics [152] #bigdata,#womenwhocode [143] #womenwhocode,#python [120] #python,#flutter [114] #analytics,#datascience [101] #machinelearning,#bigdata [100] #datascience,#ai Top Word Pairs in Tweet in G3:
[285] #bigdata,#analytics [244] #analytics,#datascience [228] #iot,#iiot [213] #datascience,#ai [173] #ai,#machinelearning [162] #machinelearning,#iot [112] #iiot,#pytorch [102] #pytorch,#python [84] #python,#rstats [73] top,10 Top Word Pairs in Tweet in G4:
[261] #bigdata,#analytics [229] #iot,#iiot [213] #machinelearning,#bigdata [211] #analytics,#datascience [173] #datascience,#ai [156] #python,#rstats [141] #ai,#iot [125] #socialmedia,#100daysofcode [123] #iiot,#python [122] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[372] #iot,#iiot [312] #bigdata,#analytics [171] #analytics,#datascience [166] #python,#rstats [138] #datascience,#ai [133] #rstats,#reactjs [132] #analytics,#ai [119] #python,#bigdata [119] #datascience,#iot [116] #reactjs,#iot Top Word Pairs in Tweet in G6:
[112] #bigdata,#analytics [75] #iot,#iiot [72] #machinelearning,#bigdata [69] #ai,#iot [64] #analytics,#datascience [63] ingliguori,#datascience [58] ingliguori,#infographic [55] #datascience,#datascientists [51] #datascience,#ai [49] #bigdata,#ai Top Word Pairs in Tweet in G7:
[131] #bigdata,#analytics [131] #iot,#iiot [128] #analytics,#datascience [108] #datascience,#iot [100] #machinelearning,#bigdata [58] #python,#rstats [58] #ai,#machinelearning [51] #iiot,#rstats [49] #iiot,#python [47] #rstats,#javascript Top Word Pairs in Tweet in G8:
[4] #machinelearning,method [4] method,analyze [4] analyze,complex [4] complex,scientific [4] scientific,data [4] data,proteins [4] proteins,entmagazineme [3] asokan_telecom,#machinelearning [2] #bigdata,#analytics [2] #analytics,#datascience Top Word Pairs in Tweet in G9:
[10] #deeplearning,#analytics [9] data,science [8] #iot,#iiot [8] tableau,data [8] science,complete [8] complete,tableau [8] tableau,2021 [8] 2021,hands [8] hands,#tableau [8] #tableau,#deeplearning Top Word Pairs in Tweet in G10:
[8] #bigdata,#analytics [5] #ai,#machinelearning [5] #iot,#iiot [4] #usecases,#artificialintelligence [4] #artificialintelligence,#banking [4] #banking,danieluriol [4] danieluriol,#ai [4] #machinelearning,#ml [4] artificial,intelligence [4] #ai,#iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: