The graph represents a network of 1,798 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, 10 April 2021 at 18:26 UTC.
The requested start date was Saturday, 10 April 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, 14-hour, 42-minute period from Saturday, 27 March 2021 at 00:50 UTC to Friday, 09 April 2021 at 15:33 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 : 1798
Unique Edges : 2398
Edges With Duplicates : 4596
Total Edges : 6994
Number of Edge Types : 5
MentionsInRetweet : 3291
Mentions : 2028
Retweet : 1337
Tweet : 269
Replies to : 69
Self-Loops : 390
Reciprocated Vertex Pair Ratio : 0.0515611572615296
Reciprocated Edge Ratio : 0.098065922092073
Connected Components : 168
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 1166
Maximum Edges in a Connected Component : 5692
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.951079
Graph Density : 0.00113617863909878
Modularity : 0.422252
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,798 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, 10 April 2021 at 18:26 UTC.
The requested start date was Saturday, 10 April 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, 14-hour, 42-minute period from Saturday, 27 March 2021 at 00:50 UTC to Friday, 09 April 2021 at 15:33 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:
[170] #iot,#5g [132] #5g,#tech [130] #tech4all,#tech4good [123] #emergingtech,#iot [123] #iot,#tech4good [122] view,ahead [122] ahead,cheddar [120] #tech4good,#5g [116] truck,gives [116] gives,view Top Word Pairs in Tweet in G1:
[75] #iot,#5g [43] #tech4good,cc [40] #futureofwork,#tech4good [39] #tech,#innovation [34] #tech4good,#iot [32] #tech4all,#tech4good [31] #innovation,#technology [28] #tech4good,#innovation [27] wef,#sdgs [26] #mixedreality,#tech4good Top Word Pairs in Tweet in G2:
[39] chrisawatson_,womenwholead2 [39] womenwholead2,themissnicolina [39] themissnicolina,debjshaw [33] housingfirstire,googleexpertuk [33] googleexpertuk,chrisawatson_ [26] debjshaw,theremarkablz [22] thepeopleshubuk,housingfirstire [22] theremarkablz,mrsedithrigb [21] drugfam,fabfunfood [21] fabfunfood,zophilpott Top Word Pairs in Tweet in G3:
[105] #5g,#tech [97] view,ahead [97] ahead,cheddar [97] #emergingtech,#iot [97] #iot,#tech4good [95] truck,gives [95] gives,view [95] #tech4good,#5g [88] cheddar,samsung [86] #iot,#5g Top Word Pairs in Tweet in G4:
[23] catch,#technews [23] #technews,#teckedin [23] #teckedin,#ai [23] #ai,#cloud [23] #cloud,#data [23] #data,#infosec [23] #infosec,#blockchain [23] #blockchain,#software [17] tryteckedin,catch [11] #tech4good,#innovation Top Word Pairs in Tweet in G5:
[8] using,#tech4good [6] times,crisis [6] crisis,using [6] #tech4good,proven [6] proven,essential [6] essential,programs [6] programs,focused [6] focused,accenture [6] accenture,labs [6] labs,bangalore Top Word Pairs in Tweet in G6:
[37] #tech4all,#tech4good [23] #drivenbypressure,#tedx [22] #tech4good,#trustintech [21] #pwd,#disabilityinclusion [21] huawei,#huawei [21] #tedx,#tech4all [17] #accessibility,#inclusion [14] #inclusion,#pwd [14] #huawei,#harmonyos [14] #harmonyos,#drivenbypressure Top Word Pairs in Tweet in G7:
[13] etudiants,participez [13] participez,innovez [13] innovez,#tech4good [13] #tech4good,webinaires [13] webinaires,inspirants [13] inspirants,plateforme [13] plateforme,collaborative [12] ftbrestplus,etudiants [12] collaborative,pou [12] #tech4good,grands Top Word Pairs in Tweet in G8:
[25] wearemhabitat,looking [19] more,info [18] info,gt [17] invitation,join [17] join,team [17] team,more [17] technical,creative [17] creative,lead [16] deputy,director [15] roz_davies,invitation Top Word Pairs in Tweet in G9:
[39] nokiamobilein,ensure [26] joined,hands [26] hands,nokiamobilein [26] ensure,undisrupted [26] undisrupted,online [26] online,education [26] education,marginalized [26] marginalized,children [26] children,india [26] india,watch Top Word Pairs in Tweet in G10:
[7] scotland,truly [7] truly,amazing [7] amazing,place [7] place,kick [7] kick,start [7] start,company [7] company,many [7] many,reasons [7] reasons,without [7] without,people Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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: