The graph represents a network of 1,333 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, 23 January 2021 at 19:52 UTC.
The requested start date was Saturday, 23 January 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, 15-hour, 11-minute period from Saturday, 09 January 2021 at 01:04 UTC to Friday, 22 January 2021 at 16:15 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 : 1333
Unique Edges : 1380
Edges With Duplicates : 2672
Total Edges : 4052
Number of Edge Types : 5
Mentions : 883
Retweet : 988
MentionsInRetweet : 1806
Tweet : 341
Replies to : 34
Self-Loops : 369
Reciprocated Vertex Pair Ratio : 0.0613701236917222
Reciprocated Edge Ratio : 0.115643209323173
Connected Components : 155
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 768
Maximum Edges in a Connected Component : 2943
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.508851
Graph Density : 0.00125650782064886
Modularity : 0.478354
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,333 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, 23 January 2021 at 19:52 UTC.
The requested start date was Saturday, 23 January 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, 15-hour, 11-minute period from Saturday, 09 January 2021 at 01:04 UTC to Friday, 22 January 2021 at 16:15 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:
[148] #tech4all,#tech4good [139] #pwd,#disabilityinclusion [97] #inclusion,#pwd [72] #disabilityinclusion,#tech4all [55] #ces2021,day [53] tewoz,#ces2021 [52] disabled,people [50] #technology,#tech4good [48] #innovation,#technology [46] #tech4good,#ar Top Word Pairs in Tweet in G1:
[19] easily,drink [19] drink,water [19] water,hero [19] hero,arm [19] arm,openbionics [19] openbionics,#ai [19] #ai,#robotics [19] #robotics,#machinelearning [19] #machinelearning,#technology [19] #technology,#healthcare Top Word Pairs in Tweet in G2:
[51] disabled,people [41] world,disabled [41] people,respected [41] respected,13 [41] 13,500 [41] 500,000 [41] 000,#disabled [41] #disabled,uk [41] uk,over [41] over,000 Top Word Pairs in Tweet in G3:
[138] #pwd,#disabilityinclusion [135] #tech4all,#tech4good [97] #inclusion,#pwd [71] #disabilityinclusion,#tech4all [35] #accessibility,#tech4all [35] #accessibility,#pwd [31] #accessibility,#inclusion [31] know,#health4theworld [31] machine,learning [30] #accessibility,#tech Top Word Pairs in Tweet in G4:
[48] #ces2021,day [46] tewoz,#ces2021 [38] day,few [38] few,products [38] products,amaze [38] amaze,#innovation [38] #innovation,#technology [38] #technology,#tech4good [38] #tech4good,#ar [37] #ar,#smartphone Top Word Pairs in Tweet in G5:
[18] flashtweet,#coupdeflash [18] #coupdeflash,10 [18] 10,#womenintech [18] #womenintech,suivre [18] suivre,2021 [18] 2021,bymaddyness [18] bymaddyness,wearesista [18] wearesista,vient [9] seconde,édition [9] édition,panorama Top Word Pairs in Tweet in G6:
[13] #ignilife,#tech4good [10] #santéautravail,#santé [10] #santé,#rh [10] #rse,#qvt [9] #rh,#rse [8] #prévention,#ignilife [8] #covid19,#assurancemaladie [8] #assurancemaladie,#bienêtreautravail [7] #tech4good,#santéautravail [7] #bienêtreautravail,#assurance Top Word Pairs in Tweet in G7:
[33] agri,challenge [24] challenge,inr [22] call,disruptive [22] disruptive,innovation [22] innovation,#agriculture [22] #agriculture,prinsciadvoff [22] prinsciadvoff,thenudge_in [22] thenudge_in,presents [22] presents,#cisco [22] #cisco,agri Top Word Pairs in Tweet in G8:
[41] 27th,jan [41] jan,12 [41] 12,15pm [41] emma,howell [38] 15pm,emma [29] approach,research [28] survivors,designing [28] designing,live [26] howell,oohmawolfie [26] share,approach Top Word Pairs in Tweet in G9:
[6] emocionados,startupeable [6] startupeable,use [6] use,referencia [6] referencia,#insurtech [6] #insurtech,#mexico [5] masterzenda,emocionados [4] big,announcement [4] announcement,next [4] next,week [4] week,love Top Word Pairs in Tweet in G10:
[18] hey,#devcommunity [18] #devcommunity,join [18] join,india [18] india,largest [18] largest,tech [18] tech,student [18] student,community [17] dillip_rayapati,hey [17] community,#tech [4] merci,frericop Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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 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:
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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: