The graph represents a network of 1,769 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, 06 March 2021 at 19:52 UTC.
The requested start date was Saturday, 06 March 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, 37-minute period from Saturday, 20 February 2021 at 05:08 UTC to Saturday, 06 March 2021 at 00:46 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 : 1769
Unique Edges : 1947
Edges With Duplicates : 4400
Total Edges : 6347
Number of Edge Types : 5
Mentions : 1543
MentionsInRetweet : 3270
Retweet : 1220
Tweet : 261
Replies to : 53
Self-Loops : 318
Reciprocated Vertex Pair Ratio : 0.0549342105263158
Reciprocated Edge Ratio : 0.10414717804802
Connected Components : 175
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1143
Maximum Edges in a Connected Component : 5169
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.320709
Graph Density : 0.00102538950093235
Modularity : 0.432048
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,769 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, 06 March 2021 at 19:52 UTC.
The requested start date was Saturday, 06 March 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, 37-minute period from Saturday, 20 February 2021 at 05:08 UTC to Saturday, 06 March 2021 at 00:46 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:
[129] support,fight [129] fight,independent [129] independent,living [129] living,helping [129] helping,raise [129] raise,30k [129] 30k,deposit [129] deposit,home [129] home,building [129] building,adaptations Top Word Pairs in Tweet in G1:
[71] chrisawatson_,womenwholead2 [71] womenwholead2,themissnicolina [71] themissnicolina,debjshaw [66] housingfirstire,googleexpertuk [66] googleexpertuk,chrisawatson_ [46] googleexpertuk,womenwholead2 [46] drugfam,fabfunfood [46] fabfunfood,zophilpott [46] zophilpott,adatheshow [46] adatheshow,cgarside Top Word Pairs in Tweet in G2:
[60] #iot,#5g [47] #ai,#robotics [47] #robotics,#iot [47] #5g,#innovation [40] #innovation,#tech4good [38] rocki,robot [38] robot,companion [38] companion,pets [38] pets,pro_robots [38] pro_robots,#ai Top Word Pairs in Tweet in G3:
[126] support,fight [126] fight,independent [126] independent,living [126] living,helping [126] helping,raise [126] raise,30k [126] 30k,deposit [126] deposit,home [126] home,building [126] building,adaptations Top Word Pairs in Tweet in G4:
[22] try,positioning [22] positioning,yourself [22] yourself,correctly [22] correctly,pressing [22] pressing,button [22] button,award [22] award,winning [22] winning,free [22] free,#buttonapp [22] #buttonapp,presses Top Word Pairs in Tweet in G5:
[13] non,#techforgood [13] #techforgood,n'est [13] n'est,effet [13] effet,mode [13] mode,mais [13] mais,vraie [13] vraie,vague [13] vague,fond [13] fond,retrouvez [13] retrouvez,initiatives Top Word Pairs in Tweet in G6:
[16] watch,codedbias [11] latech4good,watch [10] codedbias,documentary [10] documentary,week [10] week,online [10] online,jovialjoy [10] jovialjoy,opens [10] opens,question [10] question,mean [4] mayoclinic,#lidar Top Word Pairs in Tweet in G7:
[62] #pwd,#disabilityinclusion [50] #inclusion,#pwd [48] #tech4all,#tech4good [29] #disabilityinclusion,#tech4all [14] ways,#feds [14] #feds,lift [14] lift,#accessibility [14] #accessibility,game [14] game,august [14] august,#inclusion Top Word Pairs in Tweet in G8:
[9] #pwd,#disabilityinclusion [9] #tech4all,#tech4good [7] #inclusion,#pwd [6] #disabilityinclusion,#tech4all [5] #tech4good,#smartretail [5] #smartretail,#impactsocial [4] #impactsocial,#villagesconnectes [4] #tech4good,#techsoup [4] #ngos,#npos [4] #tech4good,#nptech Top Word Pairs in Tweet in G9:
[67] trade,mission [46] virtual,trade [37] #tech4good,programme [34] programme,tradegovuk_sw [23] #swt4g2021,#tech4good [23] mission,#tech4good [20] tradegovuk_sw,bw_businesswest [19] week,re [18] #tech4good,trade [17] mission,#usa Top Word Pairs in Tweet in G10:
[10] join,explore [10] explore,many [10] many,possible [10] possible,paths [10] paths,successful [10] successful,career [10] career,#womenintech [10] #womenintech,behind [10] behind,scenes [9] joinmultiverse,join Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: