The graph represents a network of 2,082 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 February 2021 at 19:52 UTC.
The requested start date was Saturday, 27 February 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, 11-hour, 9-minute period from Saturday, 13 February 2021 at 05:08 UTC to Friday, 26 February 2021 at 16:17 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 : 2082
Unique Edges : 2090
Edges With Duplicates : 5086
Total Edges : 7176
Number of Edge Types : 5
Mentions : 1449
Retweet : 1646
MentionsInRetweet : 3746
Tweet : 283
Replies to : 52
Self-Loops : 342
Reciprocated Vertex Pair Ratio : 0.0417357656163626
Reciprocated Edge Ratio : 0.0801273547360042
Connected Components : 162
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 5892
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.100729
Graph Density : 0.000869908014555553
Modularity : 0.453951
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,082 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 February 2021 at 19:52 UTC.
The requested start date was Saturday, 27 February 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, 11-hour, 9-minute period from Saturday, 13 February 2021 at 05:08 UTC to Friday, 26 February 2021 at 16:17 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:
[421] #tech4good,#tech [410] staircase,wheelchair [409] transforming,staircase [409] wheelchair,convenience [409] convenience,gigadgets_ [405] gigadgets_,#engineering [405] #engineering,#machine [405] #machine,#robotics [404] #robotics,#tech4good [395] ronald_vanloon,transforming Top Word Pairs in Tweet in G1:
[394] transforming,staircase [394] staircase,wheelchair [394] wheelchair,convenience [394] convenience,gigadgets_ [390] gigadgets_,#engineering [390] #engineering,#machine [390] #machine,#robotics [389] #robotics,#tech4good [389] #tech4good,#tech [383] ronald_vanloon,transforming Top Word Pairs in Tweet in G2:
[74] #iot,#5g [64] #innovation,#tech4good [37] #ai,#robotics [36] #tech,#tech4good [35] rocki,robot [35] robot,companion [35] companion,pets [35] pets,pro_robots [35] pro_robots,#ai [35] #robotics,#iot Top Word Pairs in Tweet in G3:
[53] chrisawatson_,womenwholead2 [53] womenwholead2,themissnicolina [53] themissnicolina,debjshaw [51] housingfirstire,googleexpertuk [51] googleexpertuk,chrisawatson_ [36] thepeopleshubuk,housingfirstuk [28] debjshaw,theremarkablz [27] googleexpertuk,womenwholead2 [27] drugfam,fabfunfood [27] fabfunfood,zophilpott Top Word Pairs in Tweet in G4:
[149] support,fight [149] fight,independent [149] independent,living [149] deposit,home [149] home,building [149] building,adaptations [148] living,helping [148] helping,raise [148] raise,30k [148] 30k,deposit Top Word Pairs in Tweet in G5:
[41] #inclusion,#pwd [39] #tech4all,#tech4good [32] #pwd,#disabilityinclusion [17] read,blog [17] blog,huawei [17] huawei,ruralstar [17] ruralstar,innovation [17] innovation,improving [17] improving,economics [17] economics,rural Top Word Pairs in Tweet in G6:
[14] register,join [14] join,1st [14] 1st,group [14] group,#globalimpactor [14] #globalimpactor,students [14] students,part [14] part,#digcitimpact [14] #digcitimpact,program [14] program,friday [13] digcitinstitute,register Top Word Pairs in Tweet in G7:
[15] flashtweet,#coupdeflash [12] flashtweet,#alaune [12] #hello,mes [12] mes,#followers [12] aujourd,hui [10] emmanuellel9,#hello [9] #alaune,#france [9] #france,présente [9] présente,grand [9] grand,plan Top Word Pairs in Tweet in G8:
[23] watch,codedbias [14] latech4good,watch [12] next,week [10] #techforgood,#tech4good [10] week,join [10] codedbias,documentary [10] documentary,week [10] week,online [10] online,jovialjoy [10] jovialjoy,opens Top Word Pairs in Tweet in G9:
[5] #tech4good,#smartretail [5] #smartretail,#impactsocial [4] #tech4good,#socialgood [3] #ngos,#npos [3] #tech4good,#nptech [3] #nptech,#productivity [3] #impactsocial,#villagesconnectes [2] help,people [2] par,pensée [2] #medtech,#santé Top Word Pairs in Tweet in G10:
[60] trade,mission [47] virtual,trade [41] #tech4good,programme [36] programme,tradegovuk_sw [25] week,re [23] mission,#tech4good [22] #swt4g2021,#tech4good [22] tradegovuk_sw,bw_businesswest [16] mission,#usa [15] looking,forward Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
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 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: