The graph represents a network of 1,494 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 October 2021 at 18:26 UTC.
The requested start date was Saturday, 02 October 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 13-day, 13-hour, 22-minute period from Saturday, 18 September 2021 at 00:11 UTC to Friday, 01 October 2021 at 13:33 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 : 1494
Unique Edges : 1497
Edges With Duplicates : 2971
Total Edges : 4468
Number of Edge Types : 5
Retweet : 1060
MentionsInRetweet : 1929
Mentions : 1122
Replies to : 34
Tweet : 323
Self-Loops : 335
Reciprocated Vertex Pair Ratio : 0.0503089143865843
Reciprocated Edge Ratio : 0.0957983193277311
Connected Components : 164
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 819
Maximum Edges in a Connected Component : 3059
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.230689
Graph Density : 0.00106700523908539
Modularity : 0.483441
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,494 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 October 2021 at 18:26 UTC.
The requested start date was Saturday, 02 October 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 13-day, 13-hour, 22-minute period from Saturday, 18 September 2021 at 00:11 UTC to Friday, 01 October 2021 at 13:33 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 : tech4good
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:
[64] #iot,#iiot [64] #iiot,#tech4good [64] #tech4good,#machinelearning [64] #machinelearning,#regtech [60] #techcrunch,#technology [60] #technology,#disruptivetechnologies [60] #disruptivetechnologies,#techcrunchdisrupt2021 [60] globaliqx,#ai [60] #ai,inspecting [60] inspecting,#airplane Top Word Pairs in Tweet in G1:
[61] #iot,#iiot [61] #iiot,#tech4good [61] #tech4good,#machinelearning [61] #machinelearning,#regtech [57] globaliqx,#ai [57] #ai,inspecting [57] inspecting,#airplane [57] #airplane,landing [57] landing,taking [57] taking,visiveai Top Word Pairs in Tweet in G2:
[34] #script4her,#hackathon [32] tech,good [25] walk,talk [24] #tech4her,#tech4good [20] 21st,october [20] south,west [19] #hackathon,#tech4her [17] #womenentrepreneurs,#tech4good [17] good,walk [16] #tech4good,#tech4her Top Word Pairs in Tweet in G3:
[59] #techcrunch,#technology [59] #technology,#disruptivetechnologies [59] #disruptivetechnologies,#techcrunchdisrupt2021 [50] #huaweiconnect,#trustintech [47] huaweiuk,#tech4good [43] automated,mining [43] mining,earn [43] earn,hour [43] hour,access [43] access,link Top Word Pairs in Tweet in G4:
[3] zophilpott,adatheshow [2] thepeopleshubuk,womenwholead2 [2] womenwholead2,moodogknits [2] moodogknits,drugfam [2] drugfam,fabfunfood [2] fabfunfood,zophilpott [2] adatheshow,cgarside [2] cgarside,tyrower [2] richard79360562,plantswatch1 [2] plantswatch1,housingfirstuk Top Word Pairs in Tweet in G5:
[53] #unitednations,#sustainabledevelopment [53] #sustainabledevelopment,goal [53] goal,focused [39] focused,applying [39] #sdgs,#globalgoals [39] #globalgoals,#tech4good [39] #tech4good,#iot [34] #iot,#decadeofaction [33] applying,#sustainability [18] poverty,forms Top Word Pairs in Tweet in G6:
[13] over,last [13] last,three [13] three,years [13] years,accenture [13] accenture,better [13] better,india [13] india,recognised [13] recognised,changemakers [13] changemakers,use [13] use,technology Top Word Pairs in Tweet in G7:
[23] flashtweet,#inspiration [12] #inspiration,#drones [12] #drones,peuvent [12] peuvent,aider [12] aider,reforestation [12] reforestation,co [12] co,924bvvjphb [12] 924bvvjphb,wired [12] wired,faut [12] faut,cependant Top Word Pairs in Tweet in G8:
[20] directory,site [13] we've,migrated [13] migrated,directory [13] site,more [13] more,user [13] user,friendly [13] friendly,aesthetic [13] aesthetic,snazzy [13] snazzy,link [12] carly_batist,we've Top Word Pairs in Tweet in G9:
[13] left,#dreamjob [13] #dreamjob,guidedogs [13] guidedogs,knew [13] knew,risking [13] risking,everything [13] everything,loved [13] loved,award [13] award,proof [13] proof,anyone [12] gavinneate,left Top Word Pairs in Tweet in G10:
[10] old,consoles [9] bought,ticket [9] consoles,video [9] video,games [9] games,don [9] don,use [9] use,donate [9] donate,gamers [9] gamers,beat [9] beat,cancer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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:
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Top Mentioned in G5:
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:
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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: