The graph represents a network of 136 Twitter users whose recent tweets contained "#techthatmatters", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 15 February 2020 at 05:49 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 29-minute period from Wednesday, 05 February 2020 at 17:00 UTC to Saturday, 15 February 2020 at 02:30 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 : 136
Unique Edges : 151
Edges With Duplicates : 12
Total Edges : 163
Number of Edge Types : 4
Tweet : 19
Mentions : 14
MentionsInRetweet : 108
Retweet : 22
Self-Loops : 19
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 125
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.357932
Graph Density : 0.00784313725490196
Modularity : 0.664242
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 136 Twitter users whose recent tweets contained "#techthatmatters", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 15 February 2020 at 05:49 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 29-minute period from Wednesday, 05 February 2020 at 17:00 UTC to Saturday, 15 February 2020 at 02:30 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 : TwitterSearch
Graph Term : #techthatmatters
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:
[50] solar,panels [33] collaborative,robot [33] robot,uses [33] uses,artificial [33] artificial,intelligence [33] intelligence,help [33] help,humans [33] humans,recycle [33] recycle,more [33] more,efficiently Top Word Pairs in Tweet in G1:
[26] collaborative,robot [26] robot,uses [26] uses,artificial [26] artificial,intelligence [26] intelligence,help [26] help,humans [26] humans,recycle [26] recycle,more [26] more,efficiently [26] efficiently,reliably Top Word Pairs in Tweet in G2:
[46] solar,panels [23] paint,solar [23] panels,lighter [23] lighter,more [23] more,flexible [23] flexible,less [23] less,expensive [23] expensive,organic [23] organic,solar [23] solar,ink Top Word Pairs in Tweet in G3:
[13] six,wheel [13] wheel,drive [13] drive,wheelchair [13] wheelchair,helps [13] helps,disabled [13] disabled,conquer [13] conquer,terrains [13] terrains,go [13] go,road [13] road,#techthatmatters Top Word Pairs in Tweet in G4:
[22] boat's,buoyant [22] buoyant,superstructure [22] superstructure,self [22] self,right [22] right,itself [22] itself,gets [22] gets,capsized [22] capsized,called [22] called,'thunder [22] 'thunder,child' Top Word Pairs in Tweet in G5:
[5] thanks,feature [5] feature,adamdanyal [5] adamdanyal,#techthatmatters [2] solar,panels Top Word Pairs in Tweet in G6:
[2] zijn,start [2] start,energieke [2] energieke,kick [2] kick,'dwarslaesie [2] 'dwarslaesie,project' [2] project',#techthatmatters [2] #techthatmatters,#zorginnovatie [2] #zorginnovatie,dehoogstraat [2] dehoogstraat,zonmw [2] zonmw,dwarslaesieorgn Top Word Pairs in Tweet in G7:
[3] kawing,innovations [2] #techforgood,#techthatmatters [2] #techthatmatters,#medtech [2] control,health [2] innovations,inc [2] ai,first Top Word Pairs in Tweet in G8:
[5] #nowhiring,#techjobs [5] #techjobs,njoit [5] njoit,apply [5] apply,today [5] today,career [5] career,#technj [5] #technj,team [5] team,#jobsnj [5] #jobsnj,#womenwhocode [5] #womenwhocode,#womenintech Top Word Pairs in Tweet in G9:
[4] best,temp [4] temp,fastest [4] fastest,growth [4] growth,particular [4] particular,strain [4] strain,grow [4] grow,environment [4] environment,find [4] find,become [4] become,elite Top Word Pairs in Tweet in G10:
[2] very,cool [2] cool,see [2] see,faire_wholesale [2] faire_wholesale,prominently [2] prominently,standing [2] standing,along [2] along,king [2] king,st [2] st,citykitchener [2] citykitchener,city 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 G8:
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: