The graph represents a network of 1,750 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 October 2020 at 21:11 UTC.
The requested start date was Tuesday, 06 October 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, 16-hour, 55-minute period from Friday, 02 October 2020 at 21:22 UTC to Monday, 05 October 2020 at 14:18 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 : 1750
Unique Edges : 1446
Edges With Duplicates : 15996
Total Edges : 17442
Number of Edge Types : 5
Retweet : 6908
MentionsInRetweet : 8756
Tweet : 611
Mentions : 1081
Replies to : 86
Self-Loops : 708
Reciprocated Vertex Pair Ratio : 0.00926140310257004
Reciprocated Edge Ratio : 0.0183528332186281
Connected Components : 76
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1619
Maximum Edges in a Connected Component : 17292
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.328561
Graph Density : 0.00142416074491546
Modularity : 0.178452
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,750 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 October 2020 at 21:11 UTC.
The requested start date was Tuesday, 06 October 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, 16-hour, 55-minute period from Friday, 02 October 2020 at 21:22 UTC to Monday, 05 October 2020 at 14:18 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
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:
[4340] #iot,#iiot [4331] #bigdata,#analytics [3791] #analytics,#datascience [2947] #datascience,#ai [2455] #ai,#machinelearning [2221] #machinelearning,#iot [2013] #python,#rstats [1686] #iiot,#python [1125] #iiot,#pytorch [992] #pytorch,#python Top Word Pairs in Tweet in G1:
[437] #iot,#iiot [255] internet,things [241] #bigdata,#analytics [207] #analytics,#datascience [178] #datascience,#ai [173] #iot,#internetofthings [170] #iotpl,ranked [170] rvp,7gtech [170] 2nd,#iot [170] onalytica,rated Top Word Pairs in Tweet in G2:
[845] #bigdata,#analytics [773] #analytics,#datascience [746] #iot,#iiot [619] #datascience,#ai [527] #ai,#machinelearning [467] #machinelearning,#iot [417] #python,#rstats [317] #iiot,#python [245] #iiot,#pytorch [230] #pytorch,#python Top Word Pairs in Tweet in G3:
[3057] #bigdata,#analytics [2942] #iot,#iiot [2666] #analytics,#datascience [2031] #datascience,#ai [1658] #ai,#machinelearning [1528] #machinelearning,#iot [1417] #python,#rstats [1234] #iiot,#python [761] #iiot,#pytorch [698] #datascience,#iot Top Word Pairs in Tweet in G4:
[126] #bigdata,#analytics [106] #iot,#iiot [103] #analytics,#datascience [85] #datascience,#ai [77] deepfake,mask [77] mask,#ai [77] #ai,#tech [77] #tech,getting [77] getting,started [77] started,shapeshifting Top Word Pairs in Tweet in G5:
[18] #iot,#iiot [7] being,human [7] human,realistic [7] realistic,robots [7] robots,#iiot [7] #iiot,#automation [7] #automation,#smartfactory [7] internet,things [7] marketing,presumes [7] presumes,operating Top Word Pairs in Tweet in G6:
[8] #iot,#iiot [3] #iiot,#iot [3] #iiot,#industry40 [3] supply,chain [2] internet,things [2] #industry40,#iiot [2] meet,vivien [2] vivien,dollinger [2] dollinger,vivien [2] vivien,discussing Top Word Pairs in Tweet in G8:
[14] #smartcities,#digitalcities [13] #iot,#iiot [9] #cto,#cio [8] #digitalcities,#planning [8] smart,cities [8] cities,#smartcities [7] #iiot,#cto [7] #cio,#aia [6] #planning,#iot [5] smart,city Top Word Pairs in Tweet in G9:
[15] #bigdata,#analytics [13] difference,between [13] between,#datascience [13] #datascience,data [13] data,analysis [13] analysis,#bigdata [13] #analytics,data [13] data,mining [13] mining,#machinelearning [13] #digitaltransformation,#machinelearning Top Word Pairs in Tweet in G10:
[12] #iot,#iiot [9] #bigdata,#analytics [7] #analytics,#datascience [5] #ai,#machinelearning [4] #python,#rstats [4] #datascience,#ai [4] #machinelearning,#iot [3] workplace,accidents [3] accidents,injuries [3] injuries,common Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: