The graph represents a network of 1,338 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 October 2021 at 11:57 UTC.
The requested start date was Wednesday, 27 October 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, 15-minute period from Sunday, 24 October 2021 at 09:14 UTC to Tuesday, 26 October 2021 at 10:30 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 : 1338
Unique Edges : 1691
Edges With Duplicates : 14791
Total Edges : 16482
Number of Edge Types : 5
Retweet : 6847
MentionsInRetweet : 7858
Mentions : 545
Tweet : 1223
Replies to : 9
Self-Loops : 2059
Reciprocated Vertex Pair Ratio : 0.00892857142857143
Reciprocated Edge Ratio : 0.0176991150442478
Connected Components : 50
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 1244
Maximum Edges in a Connected Component : 16349
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.436557
Graph Density : 0.00271618519922232
Modularity : 0.175937
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,338 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 October 2021 at 11:57 UTC.
The requested start date was Wednesday, 27 October 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, 15-minute period from Sunday, 24 October 2021 at 09:14 UTC to Tuesday, 26 October 2021 at 10:30 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 : iot bigdata
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:
[1880] #bigdata,#analytics [1787] #iot,#iiot [1546] #analytics,#datascience [1100] #datascience,#ai [1047] #ai,#machinelearning [1026] #machinelearning,#ai [946] #python,#rstats [781] #machinelearning,#iot [682] #iiot,#pytorch [604] #robotics,#aiethics Top Word Pairs in Tweet in G1:
[1074] #bigdata,#analytics [982] #iot,#iiot [844] #analytics,#datascience [596] #datascience,#ai [554] #ai,#machinelearning [523] #python,#rstats [515] #machinelearning,#ai [439] artificial,intelligence [408] #machinelearning,#iot [397] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[351] #bigdata,#analytics [322] #iot,#iiot [303] #analytics,#datascience [230] #ai,#machinelearning [213] #ai,#iot [211] #machinelearning,#ai [207] #datascience,#ai [167] #machinelearning,#iot [152] #iot,#bigdata [143] #python,#rstats Top Word Pairs in Tweet in G3:
[446] #stocks,#investing [399] #stocks,#investment [394] #iot,#bigdata [258] #stockmarket,#dividends [249] #dividends,#iot [238] chinese,stocks [180] #datascience,#bigdata [154] 5stocksinto,chinese [144] indian,stocks [116] #technology,#stocks Top Word Pairs in Tweet in G4:
[326] #bigdata,#analytics [298] #analytics,#datascience [260] #iot,#iiot [232] #datascience,#ai [165] #ai,#machinelearning [149] #machinelearning,#iot [124] #python,#rstats [116] #machinelearning,#bigdata [113] #iiot,#pytorch [104] #pytorch,#python Top Word Pairs in Tweet in G5:
[94] #iot,#iiot [88] #python,#rstats [86] #machinelearning,#ai [86] #ai,#python [85] #analytics,#machinelearning [85] #rstats,#reactjs [85] #reactjs,#iot [82] #iiot,#linux [39] seen,robot [39] robot,stripper Top Word Pairs in Tweet in G6:
[45] 21,technologies [45] technologies,2021 [45] 2021,created [45] created,unfoldlabs [45] unfoldlabs,jblefevre60 [45] jblefevre60,#ai [45] #ai,#ml [45] #ml,#bigdata [45] #bigdata,#iot [45] #iot,#xr Top Word Pairs in Tweet in G7:
[28] world,use [28] use,cases [27] #artificialintelligence,#100daysofcode [26] 50,blockchain [26] blockchain,world [26] cases,infographic [26] infographic,#blockchain [26] #blockchain,#cybersecurity [26] #cybersecurity,#mobile [26] #mobile,#insurtech Top Word Pairs in Tweet in G8:
[24] #iot,#iiot [21] gave,kred [21] kred,#influence [19] #iiot,#iotpl [17] #100daysofcode,#datascience [17] #datascience,#bigdata [17] sourabhskatoch,#100daysofcode [15] #ai,#ml [13] #bigdata,#analytics [13] #ai,#machinelearning Top Word Pairs in Tweet in G9:
[115] #robotics,#aiethics [113] #aiethics,#machinelearning [105] need,job [105] job,sign [105] sign,middleman [105] middleman,free [105] free,charge [105] charge,#robotics [86] #machinelearning,#ai [55] jobpreference,need Top Word Pairs in Tweet in G10:
[9] #datascience,#machinelearning [8] #machinelearning,#bigdata [7] #job,#lebanon [7] #lebanon,#programming [7] #programming,#digitalmarketing [7] #digitalmarketing,#cybersecurity [7] #cybersecurity,#ai [7] #ai,#datascience [3] #bigdata,#ai [2] buy,google Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: