The graph represents a network of 1,082 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, 22 September 2021 at 11:53 UTC.
The requested start date was Wednesday, 22 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 3-day, 1-hour, 16-minute period from Saturday, 18 September 2021 at 08:01 UTC to Tuesday, 21 September 2021 at 09:17 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 : 1082
Unique Edges : 1448
Edges With Duplicates : 15767
Total Edges : 17215
Number of Edge Types : 5
Retweet : 6940
MentionsInRetweet : 8543
Mentions : 716
Tweet : 983
Replies to : 33
Self-Loops : 1069
Reciprocated Vertex Pair Ratio : 0.0188109614491407
Reciprocated Edge Ratio : 0.0369272851607021
Connected Components : 50
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 995
Maximum Edges in a Connected Component : 17095
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.322681
Graph Density : 0.00375072030587137
Modularity : 0.150783
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,082 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, 22 September 2021 at 11:53 UTC.
The requested start date was Wednesday, 22 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 3-day, 1-hour, 16-minute period from Saturday, 18 September 2021 at 08:01 UTC to Tuesday, 21 September 2021 at 09:17 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:
[2554] #bigdata,#analytics [2399] #iot,#iiot [1887] #ai,#datascience [1481] #analytics,#datascience [1269] #datascience,#iot [1059] #datascience,#ai [1030] #python,#bigdata [1024] #analytics,#ai [955] artificial,intelligence [949] #artificialintelligence,#ai Top Word Pairs in Tweet in G1:
[1186] #ai,#datascience [834] #bigdata,#analytics [803] artificial,intelligence [795] #artificialintelligence,#ai [754] #iot,#iiot [552] read,more [514] #machinelearning,#bigdata [509] #cybersecurity,#ai [494] #artificialintelligence,#digitalmarketing [451] #analytics,#datascience Top Word Pairs in Tweet in G2:
[301] #iot,#iiot [292] #bigdata,#analytics [263] #analytics,#datascience [170] #datascience,#ai [152] #python,#rstats [140] #ai,#machinelearning [130] #iiot,#pytorch [130] #machinelearning,#iot [124] #datascience,#iot [102] #pytorch,#python Top Word Pairs in Tweet in G3:
[99] #bigdata,#analytics [97] #iot,#iiot [78] #analytics,#datascience [66] #ai,#iot [53] #datascience,#iot [51] #machinelearning,#bigdata [48] #ai,#machinelearning [38] #iiot,#pytorch [36] #datascience,#ai [35] #analytics,#ai Top Word Pairs in Tweet in G4:
[1225] #bigdata,#analytics [1170] #iot,#iiot [685] #datascience,#iot [627] #ai,#datascience [613] #analytics,#datascience [605] #python,#bigdata [592] #analytics,#ai [436] #datascience,#ai [384] #rstats,#dotnet [383] #iiot,#azure Top Word Pairs in Tweet in G5:
[39] #operationbreathefreshcleanair,#machinelearning [39] #machinelearning,#5g [38] #5g,#datascience [37] #datascience,#100daysofcode [29] #100daysofcode,#python [24] #python,#cybersecurity [21] #cybersecurity,#bigdata [21] #bigdata,#ai [19] #ai,#iot [11] #iot,#deeplearning Top Word Pairs in Tweet in G6:
[90] #machinelearning,#bigdata [83] #bigdata,#analytics [64] #analytics,#datascience [61] #datascience,#ai [54] #iot,#iiot [53] #ai,#iot [39] #python,#rstats [39] #rstats,#tensorflow [36] #iiot,#python [36] #tensorflow,#java Top Word Pairs in Tweet in G7:
[6] big,data [5] #,# [3] #bigdata,#ai [3] #ai,#machinelearning [3] #ai,#ml [2] #bigdata,#analytics [2] #artificialintelligence,#ai [2] #machinelearning,#technology [2] #technology,#datascience [2] #datascience,#deeplearning Top Word Pairs in Tweet in G8:
[16] #iot,#iiot [10] #iiot,#iotpl [8] #datascience,#ai [8] #bigdata,#analytics [8] #analytics,#datascience [7] #iotpl,#iotcommunity [6] #bigdata,#machinelearning [5] #digitaltransformation,#bigdata [4] #iotcommunity,#digitaltransformation [4] #bigdata,#datascience Top Word Pairs in Tweet in G9:
[4] 30,septiembre [4] septiembre,#eventovirtual [4] #eventovirtual,analizaremos [4] analizaremos,#tecnologías [4] #tecnologías,#ia [4] #ia,#bigdata [4] #bigdata,#iot [4] #iot,#blockchaintechnology [3] globbit_es,30 [3] #blockchaintechnology,ex Top Word Pairs in Tweet in G10:
[3] modern,internet [3] internet,everything [3] everything,lifestyle [3] lifestyle,portrays [3] portrays,interests [3] interests,needs [3] needs,related [3] related,fall [3] fall,detection [2] nirmalyathakur4,modern 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 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: