The graph represents a network of 1,719 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 September 2022 at 11:27 UTC.
The requested start date was Wednesday, 07 September 2022 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, 3-hour, 27-minute period from Sunday, 04 September 2022 at 05:46 UTC to Tuesday, 06 September 2022 at 09:13 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 : 1719
Unique Edges : 1495
Edges With Duplicates : 15913
Total Edges : 17408
Number of Edge Types : 5
Tweet : 1270
Retweet : 6477
MentionsInRetweet : 7916
Mentions : 1678
Replies to : 67
Self-Loops : 1588
Reciprocated Vertex Pair Ratio : 0.00991530675480273
Reciprocated Edge Ratio : 0.0196359173655144
Connected Components : 124
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 1487
Maximum Edges in a Connected Component : 17083
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.630005
Graph Density : 0.00165546880343704
Modularity : 0.185451
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,719 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 September 2022 at 11:27 UTC.
The requested start date was Wednesday, 07 September 2022 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, 3-hour, 27-minute period from Sunday, 04 September 2022 at 05:46 UTC to Tuesday, 06 September 2022 at 09:13 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 ai
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:
[2028] #bigdata,#analytics [1654] #iot,#iiot [1217] #ai,#machinelearning [1174] #python,#rstats [1083] #analytics,#datascience [1074] #machinelearning,#datascience [1058] #datascience,#ai [914] #machinelearning,#iot [895] #iiot,#python [895] #ai,#ml Top Word Pairs in Tweet in G1:
[1030] #bigdata,#analytics [678] #python,#rstats [629] #ai,#machinelearning [618] #iot,#iiot [561] #ai,#python [551] #machinelearning,#datascience [502] #machinelearning,#ai [488] #analytics,#datascience [468] #datascience,#ai [445] #analytics,#ai Top Word Pairs in Tweet in G2:
[423] #iot,#iiot [422] #web3,#cx [421] #healthtech,#datascientist [421] #datascientist,#csuite [421] #csuite,#digitalhealth [421] #cx,#ehealth [421] #ehealth,#finserv [419] #digitalhealth,#web3 [417] #finserv,#cloud [416] #cloud,#insurtech Top Word Pairs in Tweet in G3:
[32] #ai,#machinelearning [22] #bigdata,#analytics [19] #datascience,#ai [19] #analytics,#datascience [18] #iot,#iiot [15] #machinelearning,#robotics [15] #robotics,#iot [15] #coding,#100daysofcode [15] #machinelearning,#iot [14] behavior,passengers Top Word Pairs in Tweet in G4:
[333] quality,assignment [333] assignment,help [325] ecology,anatomy [324] hmu,quality [324] help,essay [322] essay,pay [322] exams,homework [320] math,full [320] full,classes [319] chemistry,math Top Word Pairs in Tweet in G5:
[204] #bigdata,#analytics [175] #cybersecurity,#bigdata [171] #analytics,#ai [170] #ai,#iiot [169] #sql,#cybersecurity [167] #datascience,#sql [152] #machinelearning,#datascience [129] #iiot,#python [126] cheat,sheet [109] sheet,#machinelearning Top Word Pairs in Tweet in G6:
[174] #ai,#ml [162] #artificialintelligence,#ai [162] #ml,#datascience [161] #datascience,#datascientists [161] #datascientists,#codenewbies [159] #codenewbies,#tech [93] #tech,#deeplearning [55] #iot,#iiot [47] #deeplearning,#cybersecurity [47] #cybersecurity,#python Top Word Pairs in Tweet in G7:
[338] #bigdata,#analytics [324] #analytics,#datascience [315] #datascience,#ai [314] #ai,#machinelearning [293] #iot,#iiot [280] #machinelearning,#iot [206] #python,#rstats [158] #iiot,#python [121] #rstats,#tensorflow [88] #javascript,#reactjs Top Word Pairs in Tweet in G8:
[22] #ai,#iot [8] #iot,#ai [8] #リカレント教育,#オブジェクト指向 [8] #オブジェクト指向,#ai [8] #iot,#圏論 [8] #圏論,#集合論 [8] #集合論,#ベクトル [8] #ベクトル,#スキルマトリクス [8] #スキルマトリクス,#経営マトリクス [8] #経営マトリクス,#目標管理 Top Word Pairs in Tweet in G9:
[55] #bigdata,#analytics [44] #analytics,#datascience [44] #datascience,#ai [44] #ai,#machinelearning [44] #iot,#iiot [43] #machinelearning,#iot [40] roadmap,becoming [40] becoming,#dataanalyst [40] #dataanalyst,#python [40] #python,#bigdata Top Word Pairs in Tweet in G10:
[9] chantalsimonato,sminaev2015 [9] angelicagallegs,yukarikingdom18 [9] yukarikingdom18,mhall55nine [9] mhall55nine,eoff_sylvia [9] eoff_sylvia,semicvet50 [6] sminaev2015,frisesally [6] frisesally,angelicagallegs [5] semicvet50,brindusab1 [5] brindusab1,pasqualetotaro [5] pasqualetotaro,dianadep1 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: