The graph represents a network of 1,810 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, 28 October 2020 at 12:07 UTC.
The requested start date was Wednesday, 28 October 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 2-day, 5-hour, 12-minute period from Sunday, 25 October 2020 at 18:47 UTC to Wednesday, 28 October 2020 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 : 1810
Unique Edges : 2496
Edges With Duplicates : 20549
Total Edges : 23045
Number of Edge Types : 5
Tweet : 1439
MentionsInRetweet : 11364
Replies to : 94
Retweet : 6602
Mentions : 3546
Self-Loops : 2134
Reciprocated Vertex Pair Ratio : 0.0119664225754599
Reciprocated Edge Ratio : 0.0236498411577833
Connected Components : 130
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 1615
Maximum Edges in a Connected Component : 22720
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.329443
Graph Density : 0.00173045148719264
Modularity : 0.164739
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,810 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, 28 October 2020 at 12:07 UTC.
The requested start date was Wednesday, 28 October 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 2-day, 5-hour, 12-minute period from Sunday, 25 October 2020 at 18:47 UTC to Wednesday, 28 October 2020 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:
[2972] #bigdata,#analytics [2532] #analytics,#datascience [2381] #iot,#iiot [1768] #datascience,#ai [1300] #ai,#machinelearning [1232] #python,#rstats [1099] #machinelearning,#iot [984] #ai,#iot [844] #iiot,#python [733] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[216] #iot,#bigdata [204] #bigdata,#analytics [180] #ai,#iot [162] #analytics,#datascience [159] #iot,#iiot [120] #datascience,#ai [105] #ai,#machinelearning [83] #bigdata,#artificialintelligence [74] #python,#rstats [72] #bigdata,#machinelearning Top Word Pairs in Tweet in G2:
[1975] #bigdata,#analytics [1640] #analytics,#datascience [1539] #iot,#iiot [1125] #datascience,#ai [805] #ai,#machinelearning [752] #machinelearning,#iot [727] #python,#rstats [566] #ai,#iot [526] #iiot,#python [456] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[689] #bigdata,#analytics [648] #analytics,#datascience [582] #iot,#iiot [451] #datascience,#ai [390] #python,#rstats [280] #ai,#machinelearning [241] #iiot,#python [239] #machinelearning,#iot [239] mhall55nine,eoff_sylvia [237] angelicagallegs,yukarikingdom18 Top Word Pairs in Tweet in G4:
[81] #ai,#machinelearning [73] #bigdata,#datascience [70] #iot,#iiot [65] #machinelearning,#deeplearning [63] #bigdata,#analytics [58] #analytics,#datascience [57] #bigdata,#ai [52] #datascience,#ai [44] artificial,intelligence [43] #datascience,landscape Top Word Pairs in Tweet in G5:
[36] ingliguori,#digitaltransformation [34] #digitaltransformation,#cloud [30] #bigdata,#datascience [30] #cloud,#machinelearning [27] #tech,#technology [26] #digitaltwins,#iot [25] #iot,monetization [25] monetization,engine [25] engine,techmenttech [25] techmenttech,ingliguori Top Word Pairs in Tweet in G6:
[22] read,more [19] artificial,intelligence [16] #iot,#bigdata [10] internet,things [9] machine,learning [9] #iot,#ai [9] ors,automático [9] automático,#rstudio [9] #newtecs,últimos [9] últimos,10 Top Word Pairs in Tweet in G7:
[462] #stocks,#investment [293] #iot,#bigdata [188] #stocks,#investing [153] chinese,stocks [123] indian,stocks [105] #dividends,#iot [93] 5stocksinto,chinese [78] vietnamese,stocks [76] 5stocksinto,indian [73] #technology,#stocks Top Word Pairs in Tweet in G8:
[25] #ai,#iot [22] #iot,#5g [19] #selfdrivingcars,#ai [9] #datascience,#bigdata [8] mind,cosmos [8] cosmos,numbers [8] numbers,#infinite [8] #infinite,#inspirational [8] #inspirational,#motivational [8] #motivational,#ai Top Word Pairs in Tweet in G9:
[3] grazytgrazynatt,influencerprom1 [3] influencerprom1,itakethelead [3] itakethelead,365surmarius [3] 365surmarius,themrblueprint [3] themrblueprint,mrkmrkmoh [3] mrkmrkmoh,mariussou [3] mariussou,kiyotaka_1991 [3] fayejeff,sebbourguignon [3] sebbourguignon,antgrasso [3] antgrasso,fmfrancoise Top Word Pairs in Tweet in G10:
[2] sstoesser,cyberlanowitz [2] cyberlanowitz,josephsteinberg [2] josephsteinberg,shirastweet [2] shirastweet,mclynd [2] mclynd,kevin_jackson [2] kevin_jackson,chuckdbrooks [2] chuckdbrooks,fisher85m [2] fisher85m,ashoknellikar Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
Top Replied-To in G10:
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: