The graph represents a network of 2,166 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 March 2021 at 18:54 UTC.
The requested start date was Saturday, 27 March 2021 at 00:01 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, 14-hour, 44-minute period from Saturday, 13 March 2021 at 00:55 UTC to Friday, 26 March 2021 at 15:40 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 : 2166
Unique Edges : 2961
Edges With Duplicates : 6269
Total Edges : 9230
Number of Edge Types : 5
Retweet : 1803
MentionsInRetweet : 4809
Mentions : 2237
Tweet : 321
Replies to : 60
Self-Loops : 441
Reciprocated Vertex Pair Ratio : 0.0517551755175518
Reciprocated Edge Ratio : 0.0984167736414206
Connected Components : 176
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 1572
Maximum Edges in a Connected Component : 8239
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.713016
Graph Density : 0.000996718123252704
Modularity : 0.418381
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,166 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 March 2021 at 18:54 UTC.
The requested start date was Saturday, 27 March 2021 at 00:01 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, 14-hour, 44-minute period from Saturday, 13 March 2021 at 00:55 UTC to Friday, 26 March 2021 at 15:40 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:
[492] #iot,#5g [233] #tech4good,#innovation [203] #augmentedreality,#mixedreality [161] #5g,#tech4good [113] #tech,#tech4good [104] #tech4good,#technology [104] #mixedreality,#virtualreality [98] #mixedreality,#iot [98] #technology,#iot [90] stereolabs3d,#augmentedreality Top Word Pairs in Tweet in G1:
[469] #iot,#5g [215] #tech4good,#innovation [194] #augmentedreality,#mixedreality [154] #5g,#tech4good [104] #tech,#tech4good [99] #mixedreality,#virtualreality [98] #tech4good,#technology [95] #technology,#iot [94] #mixedreality,#iot [86] stereolabs3d,#augmentedreality Top Word Pairs in Tweet in G2:
[68] chrisawatson_,womenwholead2 [68] womenwholead2,themissnicolina [68] themissnicolina,debjshaw [60] housingfirstire,googleexpertuk [60] googleexpertuk,chrisawatson_ [52] drugfam,fabfunfood [49] googleexpertuk,womenwholead2 [46] womenwholead2,moodogknits [46] moodogknits,drugfam [42] debjshaw,theremarkablz Top Word Pairs in Tweet in G3:
[60] man,paralyzed [60] paralyzed,walking [59] nowthisnews,#robotics [59] #robotics,#healthtech [58] walking,nowthisnews [58] #healthtech,#tech4good [58] #tech4good,#engineering [58] #engineering,#wearables [55] ronald_vanloon,man [51] #wearables,#innovat Top Word Pairs in Tweet in G4:
[35] training,models [34] #tech4good,#socialgood [34] #socialgood,#socialimpact [34] #socialimpact,#socialinnovation [34] #socialinnovation,#socinn [34] #socinn,#socent [34] #socent,#csr [34] #csr,#innovation [34] #innovation,#technology [34] #technology,#techforsdgs Top Word Pairs in Tweet in G5:
[75] #inclusion,#pwd [62] #pwd,#disabilityinclusion [42] #accessibility,#inclusion [39] #tech4all,#tech4good [33] #disabilityinclusion,#tech4all [24] #digitalaccessibility,digest [24] digest,#accessibility [24] #accessibility,#gaming [24] #gaming,#inclusion [24] #tech4all,#gamingforall Top Word Pairs in Tweet in G6:
[11] impact,investing [11] investing,tech [10] today,expanse [10] expanse,summit [9] summit,interview [8] #impinv,#tech4good [7] #tech4good,#familyoffice [7] #familyoffice,#vc [6] lung,cancer [6] cancer,resistance Top Word Pairs in Tweet in G7:
[6] using,data [6] clean,water [5] nonprofit,charity [5] charity,water [5] water,accenture [5] accenture,labs [5] labs,using [5] data,science [5] science,bring [5] bring,clean Top Word Pairs in Tweet in G8:
[23] flashtweet,#coupdeflash [17] #coupdeflash,investisseurs [17] investisseurs,ruent [17] ruent,entreprises [17] entreprises,impact [17] impact,bymaddyness [15] bymaddyness,étu [13] #inspiration,amazon [13] amazon,teste [13] teste,ses Top Word Pairs in Tweet in G9:
[13] brought,msftnonprofits [10] office,365 [8] msftnonprofits,learn [7] #tech4good,#socialimpact [6] talk,today [6] today,assist [6] assist,#nonprofit [6] #nonprofit,migrate [6] migrate,#emails [6] #emails,office365 Top Word Pairs in Tweet in G10:
[5] theboredentrep1,petejacksongmp [5] petejacksongmp,thetimes [5] thetimes,andyburnhamgm [5] andyburnhamgm,gmpolice [5] gmpolice,patel4witham [5] patel4witham,mennewsdesk [5] mennewsdesk,bbcnwt [5] bbcnwt,greatermcr [4] truthsayerodet1,theboredentrep1 [4] greatermcr,ma 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 G6:
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:
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: