The graph represents a network of 1,251 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 Tuesday, 14 September 2021 at 21:00 UTC.
The requested start date was Tuesday, 14 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 1-day, 16-hour, 41-minute period from Sunday, 12 September 2021 at 07:20 UTC to Tuesday, 14 September 2021 at 00:01 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 : 1251
Unique Edges : 1287
Edges With Duplicates : 15255
Total Edges : 16542
Number of Edge Types : 5
Tweet : 796
Retweet : 6791
MentionsInRetweet : 8284
Mentions : 660
Replies to : 11
Self-Loops : 895
Reciprocated Vertex Pair Ratio : 0.00405988327835575
Reciprocated Edge Ratio : 0.00808693454637351
Connected Components : 125
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 1069
Maximum Edges in a Connected Component : 16290
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.452426
Graph Density : 0.00253045563549161
Modularity : 0.139503
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1,251 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 Tuesday, 14 September 2021 at 21:00 UTC.
The requested start date was Tuesday, 14 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 1-day, 16-hour, 41-minute period from Sunday, 12 September 2021 at 07:20 UTC to Tuesday, 14 September 2021 at 00:01 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:
[3683] #bigdata,#analytics [3373] #iot,#iiot [2748] #analytics,#datascience [2153] #datascience,#ai [1598] #ai,#machinelearning [1532] #python,#rstats [1299] #datascience,#iot [953] #machinelearning,#bigdata [948] #machinelearning,#iot [934] #python,#bigdata Top Word Pairs in Tweet in G1:
[2397] #bigdata,#analytics [2027] #iot,#iiot [1783] #analytics,#datascience [1402] #datascience,#ai [1091] #ai,#machinelearning [920] #python,#rstats [839] #datascience,#iot [688] #machinelearning,#bigdata [605] #python,#bigdata [605] #analytics,#ai Top Word Pairs in Tweet in G2:
[453] #iot,#iiot [435] #bigdata,#analytics [281] #analytics,#datascience [217] #datascience,#ai [213] #datascience,#iot [184] #python,#bigdata [167] #ai,#datascience [161] #ai,#machinelearning [156] #iiot,#azure [145] #python,#rstats Top Word Pairs in Tweet in G3:
[205] #iot,#iiot [177] #bigdata,#analytics [135] #analytics,#datascience [108] #datascience,#ai [88] coffee,talk [85] #ai,#machinelearning [77] #python,#rstats [67] #datascience,#iot [57] #socialmedia,#100daysofcode [52] #100daysofcode,#bigdata Top Word Pairs in Tweet in G4:
[292] #bigdata,#analytics [257] #analytics,#datascience [246] #iot,#iiot [197] #datascience,#ai [162] #python,#rstats [143] #iiot,#pytorch [136] #pytorch,#python [136] #ai,#machinelearning [130] #machinelearning,#iot [69] #iiot,#python Top Word Pairs in Tweet in G5:
[256] #bigdata,#analytics [209] #analytics,#datascience [167] #datascience,#ai [154] #iot,#iiot [95] #machinelearning,#bigdata [76] #python,#rstats [75] #ai,#machinelearning [62] #datascience,#iot [54] #iiot,#python [49] #ai,#iot Top Word Pairs in Tweet in G6:
[14] #iot,#iiot [6] win,911 [4] internet,things [3] #iiot,#iot [3] industrial,automation [3] based,water [3] water,utility [3] utility,company [3] company,selected [3] selected,win Top Word Pairs in Tweet in G7:
[179] #iot,#iiot [131] #python,#rstats [120] #rstats,#reactjs [114] #reactjs,#iot [110] #analytics,#machinelearning [93] #machinelearning,#ai [92] #ai,#python [81] #bigdata,#analytics [55] #linux,#serverless [55] #iiot,#linux Top Word Pairs in Tweet in G8:
[22] #iot,#iiot [12] #bigdata,#analytics [11] #machinelearning,#bigdata [11] #ai,#machinelearning [10] #analytics,#datascience [7] #datascience,#iot [7] #analytics,#machinelearning [7] #python,#rstats [7] #rstats,#reactjs [7] #reactjs,#iot Top Word Pairs in Tweet in G9:
[32] data,science [30] #programming,#database [30] #database,#data [28] catherineadenle,infographic [20] #data,#datascientists [19] infographic,key [19] key,aspects [19] aspects,data [19] science,entail [19] entail,#programming Top Word Pairs in Tweet in G10:
[8] #ai,#artificialintelligence [6] machine,smooth [6] smooth,concrete [6] concrete,gigadgets_ [6] gigadgets_,#automation [6] #automation,#ai [6] #artificialintelligence,#rpa [6] #rpa,#robotics [6] #robotics,#industry40 [6] #ravivisvesvarayasharadaprasad,rvp Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G10:
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: