The graph represents a network of 1,493 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, 27 November 2021 at 19:25 UTC.
The requested start date was Saturday, 27 November 2021 at 01:01 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, 6-hour, 0-minute period from Saturday, 13 November 2021 at 08:34 UTC to Friday, 26 November 2021 at 14:35 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 : 1493
Unique Edges : 1276
Edges With Duplicates : 3079
Total Edges : 4355
Number of Edge Types : 5
Retweet : 919
MentionsInRetweet : 1905
Tweet : 246
Mentions : 1246
Replies to : 39
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0365033621517771
Reciprocated Edge Ratio : 0.0704355885078777
Connected Components : 160
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 756
Maximum Edges in a Connected Component : 3043
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.83653
Graph Density : 0.000968774746852604
Modularity : 0.45898
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,493 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, 27 November 2021 at 19:25 UTC.
The requested start date was Saturday, 27 November 2021 at 01:01 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, 6-hour, 0-minute period from Saturday, 13 November 2021 at 08:34 UTC to Friday, 26 November 2021 at 14:35 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:
[94] time,find [94] find,next [94] next,professional [94] professional,challenge [94] challenge,freelancer [94] freelancer,wishlist [94] wishlist,tech4good [94] tech4good,project [94] project,leading [93] fannydemey,time Top Word Pairs in Tweet in G1:
[28] googleexpertuk,womenwholead2 [24] chrisawatson_,womenwholead2 [24] womenwholead2,themissnicolina [22] themissnicolina,debjshaw [21] debjshaw,theremarkablz [19] thepeopleshubuk,googleexpertuk [19] housingfirstire,googleexpertuk [19] googleexpertuk,chrisawatson_ [18] #adasarmy,#socialmedia4socialgood [18] #socialmedia4socialgood,#thepeopleshub Top Word Pairs in Tweet in G2:
[19] #ai,#iot [17] technologies,driving [17] driving,green [17] green,hydrogen [17] hydrogen,revolution [17] revolution,wef [17] wef,#greenenergy [17] #greenenergy,#environment [16] globaliqx,technologies [16] #environment,#climate Top Word Pairs in Tweet in G3:
[94] time,find [94] find,next [94] next,professional [94] professional,challenge [94] challenge,freelancer [94] freelancer,wishlist [94] wishlist,tech4good [94] tech4good,project [94] project,leading [93] fannydemey,time Top Word Pairs in Tweet in G4:
[35] cudos_,latest [26] fresh,updates [26] updates,#cudoslabs [26] #cudoslabs,share [25] #cloudcomputing,#tech4good [22] website,undergone [22] undergone,amazing [22] amazing,upgrade [21] made,far [19] we've,fresh Top Word Pairs in Tweet in G5:
[48] gave,kred [43] kred,#influence [40] eli_krumova,gave [34] #stemed,#girlswhocode [26] #codenewbie,#programming [22] #programming,#codin [20] kred,volunteerbgcnyc [20] volunteerbgcnyc,kred [20] #girlswhocode,#codenewbie [18] #ai,#ml Top Word Pairs in Tweet in G6:
[3] ajackiehunter,ukri_news [3] ukri_news,thebhf [3] thebhf,britishacademy_ [3] britishacademy_,cr_uk [3] cr_uk,guildhe [3] guildhe,nihrresearch [3] nihrresearch,officestudents [3] officestudents,royalsociety [3] royalsociety,roysocchem [2] braincures,ajackiehunter Top Word Pairs in Tweet in G7:
[45] #unitednations,#sustainabledevelopment [45] #sustainabledevelopment,goal [40] goal,focused [34] #globalgoals,#tech4good [33] #sdgs,#globalgoals [32] #tech4good,#iot [30] focused,applying [28] #iot,#decadeofaction [27] applying,#sustainability [15] well,being Top Word Pairs in Tweet in G8:
[21] brought,msftnonprofits [14] #nonprofit,team [12] msftnonprofits,learn [8] download,ebook [8] collaboration,communication [8] communication,tools [8] tools,bring [8] bring,#nonprofit [8] team,closer [8] closer,one Top Word Pairs in Tweet in G9:
[5] protecting,oasis [5] oasis,biodiversity [5] biodiversity,italy [5] italy,acoustics [5] acoustics,technology [5] technology,ai [5] ai,battling [5] battling,environmental [5] environmental,threats [5] threats,three Top Word Pairs in Tweet in G10:
[28] huawei,#trustintech [24] #trustintech,huaweiuk [21] huaweiuk,#tech4good [19] #tech4good,huawei_europe [12] huawei_europe,ianmcalvert [9] dhinchcliffe,marshacollier [9] marshacollier,akwyz [9] akwyz,wearablesexpert [9] wearablesexpert,imoyse [9] imoyse,antgrasso Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
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 G7:
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: