The graph represents a network of 3,497 Twitter users whose tweets in the requested range contained "smarthome", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 29 May 2021 at 02:45 UTC.
The requested start date was Saturday, 29 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 18-hour, 0-minute period from Thursday, 20 May 2021 at 00:50 UTC to Friday, 28 May 2021 at 18:50 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 : 3497
Unique Edges : 3358
Edges With Duplicates : 10038
Total Edges : 13396
Number of Edge Types : 5
Tweet : 3542
Retweet : 3348
MentionsInRetweet : 4843
Mentions : 1516
Replies to : 147
Self-Loops : 3684
Reciprocated Vertex Pair Ratio : 0.0354358610914245
Reciprocated Edge Ratio : 0.0684462696783025
Connected Components : 1247
Single-Vertex Connected Components : 913
Maximum Vertices in a Connected Component : 1475
Maximum Edges in a Connected Component : 9273
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.111934
Graph Density : 0.00035851259235605
Modularity : 0.310803
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,497 Twitter users whose tweets in the requested range contained "smarthome", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 29 May 2021 at 02:45 UTC.
The requested start date was Saturday, 29 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 18-hour, 0-minute period from Thursday, 20 May 2021 at 00:50 UTC to Friday, 28 May 2021 at 18:50 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 : smarthome
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:
[1309] #rstats,#reactjs [1214] #iot,#iiot [1190] #ai,#python [1190] #python,#rstats [1034] #reactjs,#iot [686] #analytics,#bigdata [673] #bigdata,#ai [644] #machinelearning,#ai [633] #iiot,#ml [630] #iot,#smarthome Top Word Pairs in Tweet in G1:
[156] 空模様はどうでしょうか,いつか天気予報が生成できるようになりたい [156] いつか天気予報が生成できるようになりたい,co [156] #raspberrypi,#ifttt [156] #ifttt,#iot [156] #iot,#sensor [151] co,lhec3cfv8j [151] lhec3cfv8j,#raspberrypi [146] smart,home [104] #myhome,#smarthome [104] #smarthome,#fosserudresident Top Word Pairs in Tweet in G2:
[417] #rstats,#reactjs [409] #iot,#iiot [374] #ai,#python [374] #python,#rstats [334] #reactjs,#iot [234] #analytics,#bigdata [231] #bigdata,#ai [191] #iiot,#ml [189] #machinelearning,#ai [176] #analytics,#machinelearning Top Word Pairs in Tweet in G3:
[115] gigadgets_,enricomolinari [56] device,uses [56] uses,rooftop [56] rooftop,dome [56] dome,capture [56] capture,natural [56] natural,light [56] light,home [56] home,tubular [56] tubular,daylighting Top Word Pairs in Tweet in G4:
[60] smart,home [19] #connus21,returns [18] parksassociates,#connus21 [18] #smarthome,market [17] huge,shoutout [17] shoutout,ring [17] ring,using [17] using,system [17] system,month [17] month,love Top Word Pairs in Tweet in G5:
[820] #rstats,#reactjs [748] #ai,#python [748] #python,#rstats [724] #iot,#iiot [639] #reactjs,#iot [425] #machinelearning,#ai [408] #analytics,#bigdata [399] #iiot,#ml [398] #bigdata,#ai [396] #analytics,#machinelearning Top Word Pairs in Tweet in G6:
[260] #iot,#smarthome [93] #smarthome,#smartisant [56] #homeautomation,#iot [37] smart,home [36] #youtube,#throwback [36] #throwback,#iot [35] home,assistant [28] #iot,#connectedcar [28] #connectedcar,#connectedvehicle [28] #connectedvehicle,#telematics Top Word Pairs in Tweet in G7:
[16] #ai,#python [16] #python,#rstats [16] #rstats,#reactjs [16] #reactjs,#iot [16] #iot,#iiot [11] #thread,enabled [11] #iiot,#ml [11] #analytics,#bigdata [11] #bigdata,#ai [10] smart,home Top Word Pairs in Tweet in G8:
[13] hey,everyone [11] hey_smarthome,hey [10] hey_smarthome,wow [8] everyone,less [8] less,24 [8] 24,hours [8] hours,left [8] left,giveaway [8] giveaway,make [8] make,sure Top Word Pairs in Tweet in G9:
[11] smart,home [9] article,ule [7] ule_alliance,see [6] #iot,#smarthome [5] #homeautomation,#smarthome [5] #homeav,#residentialav [5] hiddenwires,'climate [5] 'climate,protection [5] protection,one [5] one,important Top Word Pairs in Tweet in G10:
[27] samsung,ruined [15] galaxy,upcycling [15] upcycling,samsung [15] ruined,best [15] best,idea [15] idea,years [12] ifixit,galaxy [12] go,read [12] read,ifixit [12] ifixit,damning Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: