The graph represents a network of 2,118 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 Sunday, 28 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, 19-hour, 52-minute period from Saturday, 13 February 2021 at 05:08 UTC to Saturday, 27 February 2021 at 01:00 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 : 2118
Unique Edges : 2122
Edges With Duplicates : 5171
Total Edges : 7293
Number of Edge Types : 5
Mentions : 1469
Retweet : 1676
MentionsInRetweet : 3809
Tweet : 287
Replies to : 52
Self-Loops : 346
Reciprocated Vertex Pair Ratio : 0.0418592008698016
Reciprocated Edge Ratio : 0.0803548134620402
Connected Components : 164
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1425
Maximum Edges in a Connected Component : 5966
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.113933
Graph Density : 0.000854854112778296
Modularity : 0.454908
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,118 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 Sunday, 28 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, 19-hour, 52-minute period from Saturday, 13 February 2021 at 05:08 UTC to Saturday, 27 February 2021 at 01:00 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:
[54] chrisawatson_,womenwholead2 [54] womenwholead2,themissnicolina [54] themissnicolina,debjshaw [52] housingfirstire,googleexpertuk [52] googleexpertuk,chrisawatson_ [36] thepeopleshubuk,housingfirstuk [29] debjshaw,theremarkablz [27] googleexpertuk,womenwholead2 [27] drugfam,fabfunfood [27] fabfunfood,zophilpott Top Word Pairs in Tweet in G4:
[151] support,fight [151] fight,independent [151] independent,living [151] deposit,home [151] home,building [151] building,adaptations [150] living,helping [150] helping,raise [150] raise,30k [150] 30k,deposit Top Word Pairs in Tweet in G5:
[16] flashtweet,#coupdeflash [12] #hello,mes [12] mes,#followers [12] aujourd,hui [12] non,#techforgood [12] #techforgood,n'est [12] n'est,effet [12] effet,mode [12] mode,mais [12] mais,vraie Top Word Pairs in Tweet in G6:
[46] #inclusion,#pwd [41] #tech4all,#tech4good [37] #pwd,#disabilityinclusion [21] #disabilityinclusion,#tech4all [17] read,blog [17] blog,huawei [17] huawei,ruralstar [17] ruralstar,innovation [17] innovation,improving [17] improving,economics Top Word Pairs in Tweet in G7:
[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 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:
[9] student,ambassadors [6] #ease4peace,student [5] spread,love [4] diyagupta2127,#ease4peace [4] #wethechangemakers,working [4] working,love [4] love,humanity [4] humanity,campaign [4] campaign,let's [4] let's,come Top Word Pairs in Tweet in G10:
[61] trade,mission [47] virtual,trade [41] #tech4good,programme [36] programme,tradegovuk_sw [25] week,re [23] mission,#tech4good [22] tradegovuk_sw,bw_businesswest [22] #swt4g2021,#tech4good [16] mission,#usa [15] looking,forward Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
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 G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: