The graph represents a network of 2,862 Twitter users whose recent tweets contained "smarthome", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 03:17 UTC.
The tweets in the network were tweeted over the 1892-day, 5-hour, 29-minute period from Wednesday, 10 January 2018 at 18:30 UTC to Saturday, 18 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2862
Unique Edges : 2220
Edges With Duplicates : 5545
Total Edges : 7765
Number of Edge Types : 8
Tweet : 3482
Retweet : 948
MentionsInRetweet : 1610
Mentions : 866
Replies to : 175
MentionsInReplyTo : 434
Quote : 53
MentionsInQuote : 197
Self-Loops : 4015
Reciprocated Vertex Pair Ratio : 0.0493325594892629
Reciprocated Edge Ratio : 0.0940265486725664
Connected Components : 1585
Single-Vertex Connected Components : 1305
Maximum Vertices in a Connected Component : 590
Maximum Edges in a Connected Component : 2938
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.628313
Graph Density : 0.000220806034843876
Modularity : 0.310017
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,862 Twitter users whose recent tweets contained "smarthome", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 03:17 UTC.
The tweets in the network were tweeted over the 1892-day, 5-hour, 29-minute period from Wednesday, 10 January 2018 at 18:30 UTC to Saturday, 18 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[548] #iot,#smarthome [491] smart,home [215] #nodered,#homeassistant [212] #technology,#future [212] #smartphone,#programming [212] #innovation,#webdesign [212] #ai,#internet [212] #future,#innovation [212] #webdesign,#google [212] #internet,#smartphone Top Word Pairs in Tweet in G1:
[331] smart,home [215] #nodered,#homeassistant [198] home,devices [161] #smarthome,#smarthometech [159] devices,try [158] try,#smarthome [157] looking,tech [157] list,coolest [157] coolest,smart [153] tech,neighbors Top Word Pairs in Tweet in G2:
[91] #iot,#smarthome [89] #homeassistant,#homeautomation [89] #smarthome,#homeassistant [88] #iot,#iiot [38] #tech,#emergingtech [38] #ai,#ml [36] iotchannel,iotcommunity [34] iotcommunity,iotchannel [34] #iotpl,#iotpremierleague [29] #iotpl,#iotcl Top Word Pairs in Tweet in G3:
[221] #iot,#smarthome [85] #tesla,#modely [85] #modely,#iot [85] emotorwerks,servers [85] #ev,#tesla [85] #selfheal,#ev [73] co,tlhgkaazyj [73] tlhgkaazyj,#selfheal [52] pro,sometimes [52] unfortunately,juicebox Top Word Pairs in Tweet in G4:
[27] #wifi,#ble [26] processor,using [26] core,xtensa [26] #xiao,esp32s3 [26] dual,core [26] supporting,#wifi [26] using,supporting [26] #ble,battery [26] esp32s3,finally [26] xtensa,processor Top Word Pairs in Tweet in G5:
[16] regular,curtains [16] device,converts [16] gigadgets_,#iot [16] device,gigadgets_ [16] converts,regular [15] #iot,#tech [15] #automatic,device [15] curtains,#automatic [15] #tech,#technology [14] ronald_vanloon,device Top Word Pairs in Tweet in G6:
[16] az,nj [16] week,#envirobloq [16] data,providers [16] 100,devices [16] big,week [16] devices,online [16] online,az [16] #envirobloq,onboarded [16] providers,states [16] surpassing,100 Top Word Pairs in Tweet in G7:
[13] magic,mirror [13] mirror,examine [13] smart,home [13] care,wards [13] interactions,iteration [13] iteration,experience [13] building,utilizes [13] tests,smart [13] examine,skin [13] utilizes,voice Top Word Pairs in Tweet in G8:
[51] vivint,smarthome [45] keep,family [45] family,safe [45] smarthome,help [44] message,learn [44] help,keep [33] learn,more [31] mission,help [31] safe,home [31] matters,primerica Top Word Pairs in Tweet in G9:
[93] #machinelearning,#ai [83] #analytics,#5g [83] #5g,#machinelearning [83] #ai,#python [82] #python,#rstats [70] #rstats,#rectajs [69] #rectajs,#iot [68] #iot,#nlp [67] #nlp,#iiot [67] #iiot,#ml Top Word Pairs in Tweet in G10:
[7] promo,code [7] use,promo [6] press,release [6] smart,spaces [5] smart,home [4] code,ssc23 [4] rate,register [4] spaces,2023 [4] special,000 [4] ssc23,1000mdu 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 G6:
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: