The graph represents a network of 1,467 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, 30 January 2021 at 19:55 UTC.
The requested start date was Saturday, 30 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, 13-hour, 47-minute period from Saturday, 16 January 2021 at 02:17 UTC to Friday, 29 January 2021 at 16:04 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 : 1467
Unique Edges : 1438
Edges With Duplicates : 2940
Total Edges : 4378
Number of Edge Types : 5
Retweet : 998
MentionsInRetweet : 1863
Mentions : 1155
Replies to : 60
Tweet : 302
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0646181653863534
Reciprocated Edge Ratio : 0.121392190152801
Connected Components : 169
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 825
Maximum Edges in a Connected Component : 3149
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.978017
Graph Density : 0.00109549702365176
Modularity : 0.474082
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,467 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, 30 January 2021 at 19:55 UTC.
The requested start date was Saturday, 30 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, 13-hour, 47-minute period from Saturday, 16 January 2021 at 02:17 UTC to Friday, 29 January 2021 at 16:04 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:
[125] #tech4all,#tech4good [68] #pwd,#disabilityinclusion [50] #accessibility,#pwd [43] #unitednations,#sustainabledevelopment [43] #sustainabledevelopment,goal [38] #disabilityinclusion,#tech4all [37] high,school [37] school,student [37] student,writes [37] writes,discovery Top Word Pairs in Tweet in G1:
[20] #coupdeflash,10 [20] 10,#womenintech [20] #womenintech,suivre [20] suivre,2021 [20] 2021,bymaddyness [20] bymaddyness,wearesista [20] wearesista,vient [18] flashtweet,#coupdeflash [14] living,conditions [14] conditions,supported Top Word Pairs in Tweet in G2:
[115] #tech4all,#tech4good [66] #pwd,#disabilityinclusion [48] #accessibility,#pwd [36] #disabilityinclusion,#tech4all [31] #hearingloss,#accessibility [29] #trustintech,#tech4good [28] #accessibility,#tech4all [28] huawei,wef [27] #tech4good,huawei [25] #inclusion,#ethics Top Word Pairs in Tweet in G3:
[27] cnegrier,revient [27] revient,ambitions [27] ambitions,d' [27] d',oracle_france [27] oracle_france,#cloud [27] #cloud,l'ouverture [27] l'ouverture,d'un [27] d'un,#datacenter [27] #datacenter,france [27] france,2021 Top Word Pairs in Tweet in G4:
[9] housingfirstire,googleexpertuk [9] googleexpertuk,chrisawatson_ [9] chrisawatson_,womenwholead2 [9] womenwholead2,themissnicolina [9] themissnicolina,debjshaw [9] #adasarmy,#socialmedia4socialgood [9] #socialmedia4socialgood,#thepeopleshub [8] debjshaw,theremarkablz [6] #amyvarle,#tech4good [6] thepeopleshubuk,housingfirstire Top Word Pairs in Tweet in G5:
[8] #prévention,#ignilife [8] #ignilife,#tech4good [7] #tech4good,#santéautravail [7] #santéautravail,#santé [6] #santé,#rh [6] #rh,#rse [6] #rse,#qvt [5] #covid19,#assurancemaladie [5] #assurancemaladie,#bienêtreautravail [5] #bienêtreautravail,#assurance Top Word Pairs in Tweet in G6:
[10] neatebox,asked [10] asked,#welcomeapp [10] #welcomeapp,#buttonapp [10] #buttonapp,required [10] required,high [10] high,street [10] street,try [10] try,pressing [10] pressing,button [9] disabled,people Top Word Pairs in Tweet in G7:
[34] 12,15pm [34] 15pm,emma [34] emma,howell [32] 27th,jan [31] jan,12 [31] designing,live [27] live,chat [27] chat,service [22] howell,oohmawolfie [22] approach,research Top Word Pairs in Tweet in G8:
[43] #unitednations,#sustainabledevelopment [43] #sustainabledevelopment,goal [33] goal,focused [26] #sdgs,#globalgoals [26] #globalgoals,#tech4good [21] #tech4good,#decadeofaction [19] focused,applying [16] applying,#sustainability [9] poverty,forms [8] #mwc,back Top Word Pairs in Tweet in G9:
[37] high,school [37] school,student [37] student,writes [37] writes,discovery [37] discovery,#engineering [37] #engineering,more [37] more,building [37] building,cool [37] cool,stuff [37] stuff,solving Top Word Pairs in Tweet in G10:
[8] trie,data [8] data,structure [8] #womenwhocode,geeksforgeeks [8] geeksforgeeks,geeksquiz [6] count,number [6] number,distinct [6] distinct,rows [6] rows,binary [6] binary,matrix [6] matrix,using Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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 G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: