The graph represents a network of 1,106 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, 12 August 2022 at 11:21 UTC.
The requested start date was Friday, 12 August 2022 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, 15-hour, 31-minute period from Tuesday, 09 August 2022 at 08:28 UTC to Friday, 12 August 2022 at 00:00 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 : 1106
Unique Edges : 612
Edges With Duplicates : 15272
Total Edges : 15884
Number of Edge Types : 5
Retweet : 7051
MentionsInRetweet : 7913
Mentions : 209
Tweet : 701
Replies to : 10
Self-Loops : 766
Reciprocated Vertex Pair Ratio : 0.00164971130052241
Reciprocated Edge Ratio : 0.00329398847104035
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1088
Maximum Edges in a Connected Component : 15856
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.3635
Graph Density : 0.00298086128316955
Modularity : 0.12569
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,106 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, 12 August 2022 at 11:21 UTC.
The requested start date was Friday, 12 August 2022 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, 15-hour, 31-minute period from Tuesday, 09 August 2022 at 08:28 UTC to Friday, 12 August 2022 at 00:00 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:
[3962] #bigdata,#analytics [2962] #machinelearning,#datascience [2649] #analytics,#ai [2294] #iiot,#python [2193] #cybersecurity,#bigdata [2108] #datascience,#sql [1943] #sql,#cybersecurity [1858] #datascience,#ai [1850] #analytics,#datascience [1781] #iot,#iiot Top Word Pairs in Tweet in G1:
[877] #machinelearning,#datascience [814] #bigdata,#analytics [595] #analytics,#ai [538] #cybersecurity,#bigdata [489] #datascience,#sql [466] #iiot,#python [463] #sql,#cybersecurity [383] #iot,#iiot [375] #ai,#iiot [337] #datascience,#ai Top Word Pairs in Tweet in G2:
[2174] #bigdata,#analytics [1285] #analytics,#datascience [1282] #datascience,#ai [1254] #machinelearning,#datascience [1211] #ai,#machinelearning [1202] #iiot,#python [1156] #iot,#iiot [1085] #machinelearning,#iot [1051] #python,#rstats [1029] #analytics,#ai Top Word Pairs in Tweet in G3:
[328] #analytics,#ai [215] #datascience,#machinelearning [207] #machinelearning,#analytics [206] #ai,#ml [189] cheat,sheet [182] #iiot,#python [181] #ml,#tech [176] #machinelearning,#datascience [167] #bigdata,#analytics [166] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[160] #cybersecurity,#bigdata [157] #analytics,#ai [153] #machinelearning,#datascience [149] #datascience,#sql [149] #sql,#cybersecurity [144] #bigdata,#analytics [95] #programming,#machinelearning [71] #ai,#iiot [66] cheat,sheet [51] #iiot,#python Top Word Pairs in Tweet in G5:
[202] #analytics,#ai [188] #bigdata,#analytics [187] #machinelearning,#datascience [178] #cybersecurity,#bigdata [166] #datascience,#sql [164] #sql,#cybersecurity [152] #ai,#iiot [137] #iiot,#python [94] cheat,sheet [67] #python,#rstats Top Word Pairs in Tweet in G6:
[190] #bigdata,#analytics [159] #analytics,#ai [149] #machinelearning,#datascience [119] #iiot,#python [105] #cybersecurity,#bigdata [96] #datascience,#sql [90] #sql,#cybersecurity [86] #iot,#iiot [77] #python,#rstats [76] #datascience,#ai Top Word Pairs in Tweet in G7:
[210] #bigdata,#analytics [114] #machinelearning,#bigdata [98] #machinelearning,#datascience [93] #analytics,#datascience [87] #cybersecurity,#bigdata [86] #datascience,#ai [86] #iiot,#python [81] #datascience,#sql [80] #analytics,#ai [75] #sql,#cybersecurity Top Word Pairs in Tweet in G8:
[49] #machinelearning,#datascience [49] #analytics,#ai [46] #cybersecurity,#bigdata [45] #bigdata,#analytics [43] #datascience,#sql [43] #sql,#cybersecurity [34] #ai,#iiot [27] #rstats,#tensorflow [25] cheat,sheet [21] sheet,#machinelearning Top Word Pairs in Tweet in G9:
[18] #iiot,#python [17] #bigdata,#analytics [16] #analytics,#ai [12] #tech,#iiot [11] #machinelearning,#datascience [10] #datascience,#sql [10] #ai,#machinelearning [10] #datascience,#machinelearning [10] #machinelearning,#analytics [9] cheat,sheet Top Word Pairs in Tweet in G10:
[40] #art,#aiart [40] #aiart,#machinelearning [32] #machinelearning,#deeplearning [32] #deeplearning,#mlsogood [29] #analytics,#ai [25] #mlsogood,#artificialintelligence [24] #artificialintelligence,#datascience [24] #datascience,#iiot [24] #iiot,#devops [24] #devops,#data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: