The graph represents a network of 1,251 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 December 2021 at 12:55 UTC.
The requested start date was Wednesday, 22 December 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 3-day, 3-hour, 13-minute period from Friday, 17 December 2021 at 06:00 UTC to Monday, 20 December 2021 at 09:14 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 : 1251
Unique Edges : 2233
Edges With Duplicates : 16562
Total Edges : 18795
Number of Edge Types : 5
Retweet : 7006
MentionsInRetweet : 9763
Mentions : 1389
Tweet : 583
Replies to : 54
Self-Loops : 781
Reciprocated Vertex Pair Ratio : 0.0120740019474197
Reciprocated Edge Ratio : 0.0238599191841447
Connected Components : 18
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1226
Maximum Edges in a Connected Component : 18763
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.287605
Graph Density : 0.00332342126298961
Modularity : 0.15788
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,251 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 December 2021 at 12:55 UTC.
The requested start date was Wednesday, 22 December 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 3-day, 3-hour, 13-minute period from Friday, 17 December 2021 at 06:00 UTC to Monday, 20 December 2021 at 09:14 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:
[3230] #bigdata,#analytics [3105] #iot,#iiot [1832] #analytics,#datascience [1452] #analytics,#ai [1440] #datascience,#ai [1308] #datascience,#iot [1230] #iiot,#pytorch [1209] #ai,#machinelearning [1176] #ai,#datascience [1144] #python,#rstats Top Word Pairs in Tweet in G1:
[987] #bigdata,#analytics [979] #iot,#iiot [566] #analytics,#datascience [472] #machinelearning,#ai [471] #datascience,#ai [463] #ai,#python [416] #analytics,#ai [403] #python,#rstats [380] #machinelearning,#iot [371] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1712] #bigdata,#analytics [1638] #iot,#iiot [874] #analytics,#ai [868] #analytics,#datascience [796] #datascience,#iot [706] #datascience,#ai [704] #ai,#datascience [688] #python,#bigdata [612] #iiot,#pytorch [576] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[259] #cx,#iot [259] #iot,#frenchtech [259] #frenchtech,#women [254] #fashiontech,#ehealth [251] #women,#fashiontech [230] #ehealth,#insurtech [228] #digital,#cx [224] #datascientist,#digital [119] #bigdata,#analytics [118] #iot,#iiot Top Word Pairs in Tweet in G4:
[93] #ai,#iot [83] #iot,#bigdata [61] #machinelearning,#ai [47] #deeplearning,#iot [33] #ai,#python [32] #bigdata,#machinelearning [30] #machinelearning,#datascience [30] #bigdata,cc [27] cc,mikequindazzi [26] #bigdata,#analytics Top Word Pairs in Tweet in G5:
[351] #bigdata,#analytics [337] #iot,#iiot [287] #analytics,#datascience [206] #iiot,#pytorch [182] #python,#rstats [178] #ai,#machinelearning [174] #datascience,#ai [169] #machinelearning,#iot [161] #pytorch,#python [117] #datascience,#iot Top Word Pairs in Tweet in G6:
[94] increasing,adoption [94] adoption,#iot [94] #iot,organizations [94] organizations,generating [94] generating,data [94] data,rising [94] rising,availability [94] availability,data [94] data,organization [93] omkar_raii,increasing Top Word Pairs in Tweet in G7:
[9] artificial,intelligence [8] #bigdata,#analytics [7] #artificialintelligence,#machinelearning [7] #machinelearning,#datascience [6] #machinelearning,#data [5] #datascience,#bigdata [5] many,faces [5] faces,artificial [5] intelligence,itpro [5] itpro,#artificialintelligence Top Word Pairs in Tweet in G8:
[11] #tech,#fintech [11] #fintech,#finserv [11] #finserv,#ai [11] #ai,#insurtech [11] #insurtech,#machinelearning [11] #machinelearning,#ml [11] #ml,#insurance [11] #insurance,#cx [11] #cx,#robotics [11] #robotics,#chatbot Top Word Pairs in Tweet in G9:
[3] #iot,#bigdata [2] startup,stocks [2] stocks,marketplaces [2] marketplaces,laboratories [2] laboratories,humans [2] humans,reactions [2] reactions,revealed [2] revealed,#analytics [2] #analytics,#ai [2] #ai,#defstar5 Top Word Pairs in Tweet in G10:
[11] thanks,richardeudes [9] richardeudes,#datascience [9] #datascience,#ds [8] #iot,#machinelearning [6] #ds,#bigdata [6] #digitaltransformation,#iot [5] 5g,bring [5] bring,death [5] death,brick [5] brick,mortar Top Replied-To in Entire Graph:
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Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: