The graph represents a network of 2,937 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, 21 May 2022 at 03:30 UTC.
The requested start date was Saturday, 21 May 2022 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 9-day, 13-hour, 59-minute period from Wednesday, 11 May 2022 at 04:44 UTC to Friday, 20 May 2022 at 18:43 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 : 2937
Unique Edges : 2339
Edges With Duplicates : 9964
Total Edges : 12303
Number of Edge Types : 5
Retweet : 3335
MentionsInRetweet : 4123
Tweet : 3629
Mentions : 1121
Replies to : 95
Self-Loops : 3702
Reciprocated Vertex Pair Ratio : 0.0447316103379722
Reciprocated Edge Ratio : 0.0856327307326356
Connected Components : 1219
Single-Vertex Connected Components : 970
Maximum Vertices in a Connected Component : 1145
Maximum Edges in a Connected Component : 8844
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.303726
Graph Density : 0.000365648648874317
Modularity : 0.272955
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,937 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, 21 May 2022 at 03:30 UTC.
The requested start date was Saturday, 21 May 2022 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 9-day, 13-hour, 59-minute period from Wednesday, 11 May 2022 at 04:44 UTC to Friday, 20 May 2022 at 18:43 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:
[1829] #analytics,#5g [1788] #machinelearning,#ai [1697] #ai,#python [1693] #5g,#machinelearning [1279] #python,#rstats [714] #rstats,#rectajs [600] #rectajs,#iot [571] #iiot,#ml [544] #iot,#smarthome [504] #iot,#nlp Top Word Pairs in Tweet in G1:
[121] smart,home [119] #iot,#sensor [118] 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 [118] いつか天気予報が生成できるようになりたい,co [118] #raspberrypi,#ifttt [118] #ifttt,#iot [86] 00,06 [79] #smarthome,#iot [60] co,lhec3cfv8j [60] lhec3cfv8j,#raspberrypi Top Word Pairs in Tweet in G2:
[1819] #analytics,#5g [1775] #machinelearning,#ai [1685] #5g,#machinelearning [1683] #ai,#python [1271] #python,#rstats [706] #rstats,#rectajs [592] #rectajs,#iot [560] #iiot,#ml [497] #iot,#nlp [494] #nlp,#iiot Top Word Pairs in Tweet in G3:
[47] #solar,energy [47] energy,around [47] around,#smarthome [41] lock,made [41] made,protect [41] protect,home [41] home,haven [41] haven,lock [41] lock,10 [41] 10,times Top Word Pairs in Tweet in G4:
[100] #connus22,#smarthome [90] #smarthome,#iot [76] #iot,#connectedhome [71] ct,register [67] speaking,#connus22 [50] pm,ct [49] announcing,panelist [49] #connus22,18 [37] register,#smarthome [35] smart,home Top Word Pairs in Tweet in G5:
[18] smart,home [11] tp,link [11] security,camera [9] smartlighting,home [9] link,tapo [9] tapo,c320ws [9] c320ws,security [9] camera,review [9] review,#homesecurity [8] home,#smarthome Top Word Pairs in Tweet in G6:
[72] win,medion [72] medion,md [72] md,19700 [72] 19700,robot [72] robot,vacuum [72] vacuum,cleaner [70] cleaner,take [70] take,hassle [70] hassle,cleaning [70] cleaning,competition Top Word Pairs in Tweet in G7:
[10] #homeautomation,#smarthome [4] sonos,announced [4] announced,voice [4] voice,assistant [4] assistant,happy [4] happy,see [4] see,more [4] more,companies [4] companies,validating [4] validating,importance Top Word Pairs in Tweet in G8:
[39] limited,time [39] time,#save [39] #save,30 [39] 30,wifi [39] wifi,day [39] day,programmable [39] programmable,thermostat [39] thermostat,take [39] take,control [39] control,#comfort Top Word Pairs in Tweet in G9:
[47] pervocracy,feel [47] feel,contractor [47] contractor,walking [47] walking,mcmansion [47] mcmansion,pulling [47] pulling,back [47] back,endless [47] endless,layers [47] layers,stucco [47] stucco,smarthome Top Word Pairs in Tweet in G10:
[6] darylpfriedman,cedia [6] #cloud,#edge [6] smart,cities [5] absolute,pleasure [5] pleasure,guest [5] guest,#homegadgetgeeks [5] #homegadgetgeeks,jcollison [5] jcollison,talk [5] talk,robot [5] robot,#vacuums Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: