The graph represents a network of 1,487 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, 29 November 2020 at 19:55 UTC.
The requested start date was Saturday, 28 November 2020 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, 21-hour, 59-minute period from Saturday, 14 November 2020 at 01:17 UTC to Friday, 27 November 2020 at 23:16 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 : 1487
Unique Edges : 1398
Edges With Duplicates : 2218
Total Edges : 3616
Number of Edge Types : 5
Tweet : 296
Retweet : 744
MentionsInRetweet : 1455
Mentions : 1072
Replies to : 49
Self-Loops : 323
Reciprocated Vertex Pair Ratio : 0.0510875063227112
Reciprocated Edge Ratio : 0.09720885466795
Connected Components : 219
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 480
Maximum Edges in a Connected Component : 1701
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 10.226808
Graph Density : 0.000940406809667635
Modularity : 0.551359
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,487 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, 29 November 2020 at 19:55 UTC.
The requested start date was Saturday, 28 November 2020 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, 21-hour, 59-minute period from Saturday, 14 November 2020 at 01:17 UTC to Friday, 27 November 2020 at 23:16 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:
[90] #tech4all,#tech4good [52] work,together [42] atlassian,#teamistry [42] #teamistry,episode [42] episode,learn [42] learn,#ai [42] #ai,platform [42] platform,wildbookorg [42] wildbookorg,helps [42] helps,diverse Top Word Pairs in Tweet in G1:
[15] longitude,explorer [15] explorer,prize [14] calling,young [14] young,people [14] people,uk [13] develop,#tech4good [13] #tech4good,solutions [12] amazon,longitude [12] uk,develop [11] prize,once Top Word Pairs in Tweet in G2:
[19] sisummit,ulla234 [19] ulla234,eu_commission [19] eu_commission,uqam [19] uqam,julie_battilana [19] julie_battilana,harvardhbs [19] harvardhbs,nyssensmarthe [19] nyssensmarthe,uclouvain_be [19] uclouvain_be,gefiri [19] gefiri,emesnetwork [16] changemakerslab,sisummit Top Word Pairs in Tweet in G3:
[6] learn,more [6] microsoft,365 [6] 365,compiled [6] compiled,resources [6] resources,#nonprofits [6] #nonprofits,check [6] check,#nptech [6] #nptech,#ngos [6] #ngos,#ongs [5] nov,30 Top Word Pairs in Tweet in G4:
[5] #technologiepomahaji,#tech4good [4] #tech4good,#pripojtese [4] #tech4good,#tech4all [4] digital,inclusion [4] #uits,#memories [4] #memories,#tech4good [4] #tech4good,#social [3] #connectingforgood,#technologiepomahaji [3] #tech4good,#innovation [3] #communities,#nonprofit Top Word Pairs in Tweet in G5:
[7] #techforgood,#tech4good [4] #agtech,help [4] help,#agriculture [4] #agriculture,industry [4] industry,embrace [4] embrace,#sustainability [4] #sustainability,technative [4] technative,#management [4] efipm,#techforgood [4] paula_piccard,ronald_vanloon Top Word Pairs in Tweet in G6:
[41] atlassian,#teamistry [41] #teamistry,episode [41] episode,learn [41] learn,#ai [41] #ai,platform [41] platform,wildbookorg [41] wildbookorg,helps [41] helps,diverse [41] diverse,groups [41] groups,work Top Word Pairs in Tweet in G7:
[21] product,service [21] service,award [14] winners,tech4good [14] award,presented [14] presented,martynlorna [14] martynlorna,head [14] head,kindly [12] csr,award [12] technology_irl,congratulations [11] #tech4good,product Top Word Pairs in Tweet in G8:
[27] brought,msftnonprofits [25] msftnonprofits,learn [16] #tech4good,#socialimpact [15] #tech4good,#digitaltransformation [11] office,365 [11] #socialimpact,#digitaltransformation [10] work,together [10] #nonprofit,download [9] together,everywhere [9] everywhere,learn Top Word Pairs in Tweet in G9:
[21] racist,algorithms [21] algorithms,very [21] very,important [21] important,issue [21] issue,eliminate [21] eliminate,#ai [21] #ai,#ki [21] #ki,#algorithms [21] #algorithms,#bias [21] #bias,#racism Top Word Pairs in Tweet in G10:
[30] super,excité [30] excité,utilisons [30] utilisons,#drones [30] #drones,transporter [30] transporter,médicaments [30] médicaments,essentiels [30] essentiels,urgence [30] urgence,grande [29] djawadramanou,super [29] grande,#inno Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: