The graph represents a network of 408 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 January 2021 at 16:54 UTC.
The requested start date was Monday, 18 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, 21-hour, 39-minute period from Monday, 04 January 2021 at 02:35 UTC to Monday, 18 January 2021 at 00:15 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 : 408
Unique Edges : 351
Edges With Duplicates : 1277
Total Edges : 1628
Number of Edge Types : 5
Mentions : 198
Replies to : 5
MentionsInRetweet : 855
Retweet : 504
Tweet : 66
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0424929178470255
Reciprocated Edge Ratio : 0.0815217391304348
Connected Components : 36
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 288
Maximum Edges in a Connected Component : 1414
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.692569
Graph Density : 0.00443223972635737
Modularity : 0.363565
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 408 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 January 2021 at 16:54 UTC.
The requested start date was Monday, 18 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, 21-hour, 39-minute period from Monday, 04 January 2021 at 02:35 UTC to Monday, 18 January 2021 at 00:15 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 : #data4good
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:
[112] artificial,intelligence [68] social,good [50] #ai,#bigdata [39] leveraging,artificial [39] intelligence,social [39] potential,artificial [39] intelligence,economic [39] economic,recovery [39] business,#ai [39] #datascience,#data4good Top Word Pairs in Tweet in G1:
[101] artificial,intelligence [44] #ai,#bigdata [39] social,good [37] leveraging,artificial [37] intelligence,social [36] potential,artificial [36] intelligence,economic [36] economic,recovery [36] business,#ai [34] kirkdborne,leveraging Top Word Pairs in Tweet in G2:
[14] hack,host [14] host,#hackathon [14] #hackathon,ideate [14] ideate,innovate [14] innovate,motivate [14] motivate,#datascience [11] kirkdborne,#datascientists [11] #datascientists,check [11] check,#hackathon [11] #hackathon,sassoftware Top Word Pairs in Tweet in G3:
[21] using,#data [21] #data,good [21] good,examples [21] examples,action [21] action,#biodiversity [21] #biodiversity,#water [21] #water,#poverty [21] #poverty,#accessibility [21] #accessibility,#education [21] #education,co Top Word Pairs in Tweet in G4:
[9] feb,16 [9] whether,data [9] data,help [7] listen,latest [7] latest,instalment [7] instalment,datacapitaled [7] datacapitaled,podcast [7] podcast,series [7] series,thescotsman [7] thescotsman,looks Top Word Pairs in Tweet in G5:
[24] join,#datascience [24] #datascience,social [24] social,good [24] good,workshop [24] workshop,thewebconf [24] thewebconf,#www2021 [24] #www2021,organized [24] organized,isi_fondazione [23] elisa_omodei,join [23] isi_fondazione,danielapaolottâ Top Word Pairs in Tweet in G6:
[21] announce,footprint [21] carbon,footprint [13] footprint,air [13] air,travel [12] really,chuffed [12] chuffed,announce [12] footprint,#rstats [12] #rstats,pkg [12] pkg,calculate [12] calculate,carbon Top Word Pairs in Tweet in G7:
[7] see,#data4goodfest [7] #data4goodfest,call [7] call,contributions [7] contributions,closes [7] closes,next [7] next,monday [7] monday,11th [7] 11th,january [7] january,tell [6] wethecatalysts,see Top Word Pairs in Tweet in G8:
[13] unpeacekeeping,learn [13] learn,data [13] data,management [13] management,internship [13] internship,opportunities [13] opportunities,comprehensive [13] comprehensive,planning [13] planning,performance [13] performance,assessment [13] assessment,cpas Top Word Pairs in Tweet in G9:
[2] #hackinsas,#data4good [2] use,data Top Word Pairs in Tweet in G10:
[9] data,analytics [7] design,build [7] build,world [7] world,class [7] class,data [7] data,visualisations [7] visualisations,help [7] help,answer [7] answer,pressing [7] pressing,questions Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: