The graph represents a network of 1,211 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, 10 November 2021 at 12:55 UTC.
The requested start date was Wednesday, 10 November 2021 at 01:01 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, 42-minute period from Sunday, 07 November 2021 at 09:18 UTC to Wednesday, 10 November 2021 at 01:00 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 : 1211
Unique Edges : 1072
Edges With Duplicates : 15134
Total Edges : 16206
Number of Edge Types : 5
Mentions : 534
Retweet : 6899
MentionsInRetweet : 7819
Tweet : 949
Replies to : 5
Self-Loops : 1205
Reciprocated Vertex Pair Ratio : 0.00561497326203209
Reciprocated Edge Ratio : 0.0111672427545865
Connected Components : 51
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 1145
Maximum Edges in a Connected Component : 16120
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.527902
Graph Density : 0.00256669237226252
Modularity : 0.152128
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,211 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, 10 November 2021 at 12:55 UTC.
The requested start date was Wednesday, 10 November 2021 at 01:01 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, 42-minute period from Sunday, 07 November 2021 at 09:18 UTC to Wednesday, 10 November 2021 at 01:00 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 : 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:
[3767] #bigdata,#analytics [3524] #iot,#iiot [2573] #analytics,#datascience [2071] #datascience,#ai [1564] #ai,#machinelearning [1436] #iiot,#pytorch [1295] #machinelearning,#iot [1274] #datascience,#iot [1186] #python,#rstats [1021] #ai,#iot Top Word Pairs in Tweet in G1:
[2365] #bigdata,#analytics [2242] #iot,#iiot [1639] #analytics,#datascience [1270] #datascience,#ai [925] #iiot,#pytorch [905] #ai,#machinelearning [864] #datascience,#iot [803] #machinelearning,#iot [781] #python,#rstats [659] #python,#bigdata Top Word Pairs in Tweet in G2:
[1204] #bigdata,#analytics [1121] #iot,#iiot [797] #analytics,#datascience [671] #datascience,#ai [621] #machinelearning,#ai [554] #ai,#machinelearning [534] #ai,#python [478] artificial,intelligence [446] #iiot,#pytorch [427] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[147] #bigdata,#analytics [121] #iot,#bigdata [118] #ai,#iot [111] #iot,#iiot [99] #analytics,#datascience [89] #datascience,#ai [76] #deeplearning,#iot [70] #ai,#machinelearning [48] #machinelearning,#iot [46] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[73] rising,funding [73] funding,619 [73] 619,million [73] million,h12020 [73] h12020,billion [73] billion,h12021 [73] h12021,indian [73] indian,agritech [73] agritech,space [73] space,growing Top Word Pairs in Tweet in G5:
[20] #artificialintelligence,#ai [17] #bot,#coding [17] #digitaltransformation,#bigdata [17] #bigdata,#analytics [16] #datascience,#ai [16] #iot,#iiot [15] #innovation,#ai [15] future,working [15] working,commutes [15] commutes,wef Top Word Pairs in Tweet in G6:
[6] #iot,#bigdata [4] #ai,#ml [4] #ai,#machinelearning [4] #bigdata,#machinelearning [3] #artificialintelligence,#ai [3] #machinelearning,#technology [3] #technology,#datascience [3] #machinelearning,#datascience [3] #bigdata,#iot [3] #machinelearning,#iot Top Word Pairs in Tweet in G7:
[44] #nlp,#analytics [41] #analytics,#bigdata [31] #bigdata,#serverless [27] #sensors,#nlp [26] #machinelearning,#5g [25] #startup,#100daysofcode [25] #100daysofcode,#mumbai [25] #mumbai,#python [22] #serverless,#flutter [19] #cloud,#iot Top Word Pairs in Tweet in G8:
[12] mobile,network [12] network,evolution [12] evolution,impact [12] impact,industry [12] industry,1g [12] 1g,2g [12] 2g,3g [12] 3g,4g [12] 4g,5g [12] 5g,#machinelearning Top Word Pairs in Tweet in G9:
[4] cheat,sheet [2] machine,learning [2] learning,cheat [2] sheet,another [2] another,awesome [2] awesome,cheat [2] sheet,time [2] time,#machinelearning [2] #machinelearning,_aqeelanwar Top Word Pairs in Tweet in G10:
[6] #digitaltransformation,#machinelearning [6] #bigdata,#analytics [6] #iot,#iiot [4] #datascience,#iot [4] #analytics,#datascience [3] #cybersecurity,#blockchain [3] #blockchain,#dx [3] #dx,#analytics [3] #ai,#iiot [3] complete,#artificialintelligence Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: