The graph represents a network of 499 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 Sunday, 25 August 2019 at 14:32 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 37-minute period from Friday, 16 August 2019 at 02:24 UTC to Sunday, 25 August 2019 at 12:01 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 : 499
Unique Edges : 1247
Edges With Duplicates : 201
Total Edges : 1448
Number of Edge Types : 4
Retweet : 573
Mentions : 843
Tweet : 28
Replies to : 4
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0023130300693909
Reciprocated Edge Ratio : 0.00461538461538462
Connected Components : 18
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 441
Maximum Edges in a Connected Component : 1379
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.834599
Graph Density : 0.00523134622658973
Modularity : 0.538321
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[206] #innovation,#future [119] #future,#adamdanyal [119] #technology,#innovation [104] #innovation,#technology [88] 3d,printed [88] printed,synthetic [88] synthetic,bone [88] bone,replace [88] replace,damaged [88] damaged,bone Top Word Pairs in Tweet in G1:
[120] #innovation,#future [84] #innovation,#technology [78] 3d,printed [78] printed,synthetic [78] synthetic,bone [78] bone,replace [78] replace,damaged [78] damaged,bone [78] bone,#techthatmatters [78] #techthatmatters,#3dprinting Top Word Pairs in Tweet in G2:
[83] #innovation,#future [66] #future,#adamdanyal [63] #technology,#innovation [34] #innovation,#outdoor [28] #disability,#innovation [26] #innovation,#adamdanyal [25] amphibious,robot [25] robot,save [25] save,life [25] life,during Top Word Pairs in Tweet in G3:
[59] techthatmatters,enricomolinari [59] enricomolinari,sdgs4good [59] sdgs4good,realcolinmac [59] realcolinmac,frronconi [59] frronconi,gendlinsmuse [59] gendlinsmuse,joannmoretti [59] joannmoretti,pascal_bornet [59] pascal_bornet,audreydesisto [58] two,wheeled [58] wheeled,self Top Word Pairs in Tweet in G4:
[27] gosh,very [27] very,possible [27] possible,new [27] new,tap [27] tap,pay [27] pay,cards [27] cards,hitting [27] hitting,market [27] market,alert [27] alert,careful Top Word Pairs in Tweet in G5:
[2] download,employ [2] employ,best [2] best,free [2] free,esoteric [2] esoteric,specialist [2] recommended,advanced [2] advanced,computer [2] computer,users [2] users,#ssuiteoffice [2] #technews,#techtips Top Word Pairs in Tweet in G7:
[10] #nowhiring,several [10] several,#techjobs [10] #techjobs,njoit [10] njoit,apply [10] apply,today [10] today,new [10] new,career [10] career,#technj [10] #technj,team [10] team,#womenwhocode Top Word Pairs in Tweet in G8:
[2] enterprise,talk [2] talk,subaru_usa [2] subaru_usa,corporation [2] corporation,ansys [2] ansys,power [2] power,future [2] future,hybrid [2] hybrid,electric [2] electric,vehicle [2] vehicle,design Top Word Pairs in Tweet in G9:
[2] exactly,wondered [2] wondered,hdfcbank [2] hdfcbank,bank [2] bank,#creditcards [2] #creditcards,introduced [2] introduced,new [2] new,technology [2] technology,figure [2] figure,problem [2] problem,well Top Word Pairs in Tweet in G10:
[2] nice,guide [2] guide,serverless [2] serverless,includes [2] includes,list [2] list,serverless [2] serverless,resources [2] resources,platforms [2] platforms,frameworks [2] frameworks,libraries [2] libraries,tools Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: