The graph represents a network of 244 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 Tuesday, 29 December 2020 at 16:54 UTC.
The requested start date was Monday, 28 December 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 11-day, 13-hour, 45-minute period from Monday, 14 December 2020 at 08:13 UTC to Friday, 25 December 2020 at 21:59 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 : 244
Unique Edges : 239
Edges With Duplicates : 491
Total Edges : 730
Number of Edge Types : 5
Retweet : 167
MentionsInRetweet : 358
Mentions : 154
Tweet : 42
Replies to : 9
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0597826086956522
Reciprocated Edge Ratio : 0.112820512820513
Connected Components : 30
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 163
Maximum Edges in a Connected Component : 607
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.478816
Graph Density : 0.00657761586723335
Modularity : 0.42236
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 244 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 Tuesday, 29 December 2020 at 16:54 UTC.
The requested start date was Monday, 28 December 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 11-day, 13-hour, 45-minute period from Monday, 14 December 2020 at 08:13 UTC to Friday, 25 December 2020 at 21:59 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:
[27] nodexl,kirkdborne [26] brilliant,50 [26] 50,top [26] top,resources [26] resources,build [26] build,2021 [26] 2021,#datascience [26] #datascience,portfolio [26] portfolio,omdenaai [25] #datascibowl,nodexl Top Word Pairs in Tweet in G1:
[22] brilliant,50 [22] 50,top [22] top,resources [22] resources,build [22] build,2021 [22] 2021,#datascience [22] #datascience,portfolio [22] portfolio,omdenaai [21] kirkdborne,brilliant [21] omdenaai,#bigda Top Word Pairs in Tweet in G2:
[3] computer,science [3] science,catalyst [3] catalyst,social [3] social,justice [3] justice,#ai [3] #ai,#computerscience [3] #computerscience,#data4good [3] #data4good,evankirstel [3] evankirstel,paula_piccard [3] great,see Top Word Pairs in Tweet in G3:
[25] nodexl,kirkdborne [24] #datascibowl,nodexl [24] kirkdborne,sallyeaves [24] sallyeaves,salhaj [24] salhaj,fmfrancoise [24] fmfrancoise,zaloni [24] zaloni,chidambara09 [8] salhaj,#datascibowl [8] chidambara09,reutsmichae [8] reutsmichael1,#datascibowl Top Word Pairs in Tweet in G5:
[4] eigentlich,local [4] local,chapter [4] chapter,welche [4] welche,projekte [4] projekte,organisiert [4] organisiert,könnt [4] könnt,beitreten [3] right,time [3] time,christmas [3] christmas,#correlhat Top Word Pairs in Tweet in G7:
[8] technology,especially [8] especially,data [8] data,#ai [8] #ai,brings [8] brings,fantastic [8] fantastic,opportunity [8] opportunity,solve [8] solve,world [8] world,biggest [8] biggest,problems Top Word Pairs in Tweet in G8:
[2] critical,tool [2] tool,understanding [2] understanding,people's [2] people's,behavior [2] behavior,during [2] during,pandemic [2] pandemic,mobility [2] mobility,data [2] data,facebook [2] facebook,released Top Word Pairs in Tweet in G9:
[9] see,#data4goodfest [6] #data4goodfest,call [6] call,contributions [6] contributions,open [6] #data4good,#charity [5] 11,jan [5] help,shape [5] shape,festival [5] festival,#data4good [4] monday,11 Top Word Pairs in Tweet in G10:
[3] today,bogota [3] bogota,launched [3] launched,agata [3] agata,#dataanalitics [3] #dataanalitics,agency [3] agency,agataanalitica [3] agataanalitica,foster [3] foster,#data4good [3] #data4good,congratulations [2] carlos_santiso,today Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 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: