The graph represents a network of 1,362 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, 17 March 2021 at 12:03 UTC.
The requested start date was Wednesday, 17 March 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 1-day, 17-hour, 47-minute period from Monday, 15 March 2021 at 06:12 UTC to Wednesday, 17 March 2021 at 00:00 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 : 1362
Unique Edges : 1867
Edges With Duplicates : 14769
Total Edges : 16636
Number of Edge Types : 5
Retweet : 6522
MentionsInRetweet : 7694
Mentions : 905
Tweet : 1491
Replies to : 24
Self-Loops : 2290
Reciprocated Vertex Pair Ratio : 0.00727032385988103
Reciprocated Edge Ratio : 0.0144356955380577
Connected Components : 110
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 1193
Maximum Edges in a Connected Component : 16397
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.336214
Graph Density : 0.00246644246424144
Modularity : 0.173743
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,362 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, 17 March 2021 at 12:03 UTC.
The requested start date was Wednesday, 17 March 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 1-day, 17-hour, 47-minute period from Monday, 15 March 2021 at 06:12 UTC to Wednesday, 17 March 2021 at 00:00 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:
[1983] #iot,#iiot [1883] #bigdata,#analytics [1500] read,more [1423] #analytics,#datascience [1061] artificial,intelligence [1030] #datascience,#ai [1028] #ai,#machinelearning [925] #machinelearning,#iot [763] #python,#rstats [597] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1448] #iot,#iiot [1384] #bigdata,#analytics [1013] #analytics,#datascience [720] #ai,#machinelearning [720] #datascience,#ai [658] read,more [656] #machinelearning,#iot [607] #python,#rstats [425] artificial,intelligence [424] #rstats,#reactjs Top Word Pairs in Tweet in G2:
[89] #iot,#iiot [84] #ai,#iot [63] #bigdata,#analytics [49] wef,enricomolinari [46] #analytics,#datascience [41] techinsider,enricomolinari [39] #ai,#machinelearning [35] #agritech,#ai [35] #bigdata,#ai [28] #datascience,#ai Top Word Pairs in Tweet in G3:
[773] read,more [591] artificial,intelligence [571] #stocks,#investment [363] #iot,#bigdata [291] #stocks,#investing [230] #stockmarket,#dividends [211] machine,learning [198] #dividends,#iot [189] chinese,stocks [185] #ai,#datascience Top Word Pairs in Tweet in G4:
[81] #bigdata,#uk [81] #uk,#linkedin [76] #linkedin,#supplychain [75] #supplychain,#women [68] #women,#insurtech [68] #insurtech,#usa [64] #iot,#iiot [57] #bigdata,#analytics [50] #datascience,#ai [47] #analytics,#datascience Top Word Pairs in Tweet in G5:
[232] #bigdata,#analytics [219] #analytics,#datascience [211] #iot,#iiot [148] #datascience,#ai [147] #ai,#machinelearning [144] #machinelearning,#iot [99] #iiot,#pytorch [92] #pytorch,#python [71] #python,#rstats [51] #iiot,#python Top Word Pairs in Tweet in G6:
[11] #paris,#proverbe [8] #bigdata,#analytics [7] #psg,#paris [7] #datascience,#bigdata [6] #iot,#bigdata [6] #proverbe,#saintdenis [5] livraison,discret [5] discret,fiable [5] fiable,toutes [5] toutes,france Top Word Pairs in Tweet in G7:
[25] #bigdata,#datascience [17] #datascience,#ai [17] #iot,#iiot [14] #iot,companies [14] companies,dominate [14] dominate,2020s [14] 2020s,resume [14] resume,ready [14] ready,#bigdata [12] kirkdborne,#iot Top Word Pairs in Tweet in G8:
[26] #ai,#iot [21] #selfdrivingcars,#ai [15] #iot,#5g [14] #iot,#iiot [9] margaretsiegien,pawlowskimario [9] #bigdata,#analytics [6] #ml,#nlp [6] #ai,companies [6] companies,generating [6] generating,synthetic Top Word Pairs in Tweet in G10:
[11] #bigdata,#analytics [9] #iot,#iiot [8] read,more [7] analytics,market [7] insurance,analytics [7] #internetofthings,four [7] four,key [7] key,elements [7] elements,need [7] need,know Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: