The graph represents a network of 1,515 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, 16 September 2020 at 12:00 UTC.
The requested start date was Wednesday, 16 September 2020 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 4-day, 0-hour, 17-minute period from Friday, 11 September 2020 at 23:43 UTC to Wednesday, 16 September 2020 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 : 1515
Unique Edges : 1462
Edges With Duplicates : 14747
Total Edges : 16209
Number of Edge Types : 5
Mentions : 593
Retweet : 6597
MentionsInRetweet : 8047
Tweet : 962
Replies to : 10
Self-Loops : 1083
Reciprocated Vertex Pair Ratio : 0.00612594952217594
Reciprocated Edge Ratio : 0.0121773015099854
Connected Components : 108
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 1362
Maximum Edges in a Connected Component : 15985
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.343668
Graph Density : 0.00179011296109796
Modularity : 0.179702
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,515 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, 16 September 2020 at 12:00 UTC.
The requested start date was Wednesday, 16 September 2020 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 4-day, 0-hour, 17-minute period from Friday, 11 September 2020 at 23:43 UTC to Wednesday, 16 September 2020 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 : 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:
[4270] #bigdata,#analytics [3990] #analytics,#datascience [3299] #iot,#iiot [3193] #datascience,#ai [2511] #ai,#machinelearning [2171] #machinelearning,#iot [1996] #python,#rstats [1926] #ai,#iot [1334] #iiot,#python [1205] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[315] #bigdata,#analytics [282] #ai,#iot [243] #analytics,#datascience [232] #iot,#iiot [200] #ai,#machinelearning [196] #datascience,#ai [172] #bigdata,#ai [170] #machinelearning,#iot [164] #iot,#bigdata [127] #python,#rstats Top Word Pairs in Tweet in G2:
[3184] #bigdata,#analytics [3015] #analytics,#datascience [2401] #datascience,#ai [2393] #iot,#iiot [1794] #ai,#machinelearning [1558] #python,#rstats [1541] #machinelearning,#iot [1171] #ai,#iot [1071] #iiot,#python [852] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[567] #bigdata,#analytics [554] #analytics,#datascience [492] #iot,#iiot [445] #datascience,#ai [386] #ai,#machinelearning [354] #machinelearning,#iot [224] #python,#rstats [223] #iiot,#pytorch [222] #pytorch,#python [123] #iiot,#python Top Word Pairs in Tweet in G4:
[208] #ai,#iot [147] #bigdata,#analytics [140] #iot,#bigdata [138] #analytics,#datascience [133] #iot,#iiot [122] #datascience,#ai [99] #ai,#machinelearning [80] #machinelearning,#iot [71] #python,#rstats [70] #bigdata,#iot Top Word Pairs in Tweet in G5:
[17] read,more [16] machine,learning [14] artificial,intelligence [12] #iot,#bigdata [4] #bigdata,#iot [4] blockchain,technology [4] technology,improving [4] improving,developments [4] developments,iot [4] iot,data Top Word Pairs in Tweet in G6:
[187] #bigdata,#ai [172] #ai,#iot [124] #iot,#tech [80] #tech,#data [29] #usa,#defstar5 [29] #defstar5,#femtech [28] #bigdata,#usa [27] social,media [24] #artificialintelligence,#ai [24] #femtech,#womenwhocode Top Word Pairs in Tweet in G7:
[104] #webinaralert,#industry40 [104] #industry40,impact [104] impact,#industrial [104] #industrial,#productivity [104] #productivity,#sep25 [104] #sep25,pm [104] pm,354 [104] 354,#registernow [87] #registernow,right [87] right,pointing Top Word Pairs in Tweet in G8:
[24] read,more [13] internet,things [11] more,#bigdata [10] #bigdata,#analytics [7] #bigdata,#connecteddevices [7] #bigdataanalytics,#bigdata [6] big,data [5] #analytics,#technology [4] make,internet [4] #technology,#tech Top Word Pairs in Tweet in G9:
[46] artificial,intelligence [40] read,more [12] #artificialintelligence,#ai [11] machine,learning [11] #ai,#datascience [11] #datascience,#machinelearning [10] #machinelearning,#bigdata [9] more,#artificialintelligence [9] #bigdata,#deeplearning [9] #deeplearning,#nlp Top Word Pairs in Tweet in G10:
[10] comienzo,nuestro [10] nuestro,#cursoveranouex [10] #cursoveranouex,internet [10] internet,things [10] things,#iot [10] #iot,#bigdata [10] #bigdata,#machinelearning [10] #machinelearning,#blockchain [9] catedratef_uex,comienzo [9] #blockchain,revolu Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: