The graph represents a network of 257 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, 24 August 2020 at 15:00 UTC.
The requested start date was Monday, 24 August 2020 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 12-day, 3-hour, 28-minute period from Monday, 10 August 2020 at 07:16 UTC to Saturday, 22 August 2020 at 10:44 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 : 257
Unique Edges : 191
Edges With Duplicates : 712
Total Edges : 903
Number of Edge Types : 5
Retweet : 268
MentionsInRetweet : 457
Tweet : 57
Mentions : 119
Replies to : 2
Self-Loops : 60
Reciprocated Vertex Pair Ratio : 0.0523415977961433
Reciprocated Edge Ratio : 0.0994764397905759
Connected Components : 33
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 153
Maximum Edges in a Connected Component : 698
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.855997
Graph Density : 0.00580617704280156
Modularity : 0.346171
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 257 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, 24 August 2020 at 15:00 UTC.
The requested start date was Monday, 24 August 2020 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 12-day, 3-hour, 28-minute period from Monday, 10 August 2020 at 07:16 UTC to Saturday, 22 August 2020 at 10:44 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:
[52] data,science [47] join,boozallen [47] boozallen,women [47] women,data [47] many,#datascientists [47] #datascientists,#boozallen's [47] #boozallen's,first [47] first,virtual [47] virtual,#datascience [47] #datascience,#hackathon Top Word Pairs in Tweet in G1:
[28] join,boozallen [28] boozallen,women [28] women,data [28] data,science [28] many,#datascientists [28] #datascientists,#boozallen's [28] #boozallen's,first [28] first,virtual [28] virtual,#datascience [28] #datascience,#hackathon Top Word Pairs in Tweet in G2:
[12] power,#datascience [10] #covid19,amplified [10] amplified,power [10] #datascience,#socialimpact [10] #socialimpact,recent [10] recent,webinar [10] webinar,datadotorg [10] datadotorg,highlights [9] cntr4growth,#covid19 [9] highlights,#data Top Word Pairs in Tweet in G3:
[4] cpl,hours [4] hours,sassoftware [4] sassoftware,coo [4] coo,evp [4] evp,oschabenberger [4] oschabenberger,join [4] join,free [4] free,ccinnovations [4] ccinnovations,session [4] session,aziznazhamd Top Word Pairs in Tweet in G4:
[4] partners,mathworks [4] mathworks,spoke [4] spoke,deeditor [4] deeditor,recent [4] recent,#data4good [4] #data4good,challenge [4] challenge,together [4] together,next [4] next,gen [4] gen,diving Top Word Pairs in Tweet in G5:
[10] indigenous,data [10] indigenous,peoples [9] international,day [6] those,missed [6] missed,#data4good [6] #data4good,webinar [6] webinar,indigenous [6] data,international [6] day,indigenous [5] klick22,those Top Word Pairs in Tweet in G6:
[11] #datascibowl,nodexl [11] nodexl,chidambara09 [11] chidambara09,kirkdborne [11] kirkdborne,boozallen [11] boozallen,kaggle [8] fmfrancoise,#datascibowl [8] kaggle,ssxman2 [8] ssxman2,trippbraden [8] #datascience,#ai [6] kirkdborne,join Top Word Pairs in Tweet in G7:
[12] keen,lead [12] lead,co [12] co,creation [12] creation,#opendata [12] #opendata,platforms [12] platforms,improving [12] improving,access [12] access,crucial [12] crucial,information [12] information,citizens Top Word Pairs in Tweet in G8:
[9] #ai,#machinelearning [8] kirkdborne,join [8] join,boozallen [8] boozallen,women [8] women,data [8] data,science [8] many,#datascientists [8] #datascientists,#boozallen's [8] #boozallen's,first [8] first,virtual Top Word Pairs in Tweet in G9:
[10] georgetown,hiring [10] hiring,assistant [10] assistant,teaching [10] teaching,professor [10] professor,#datascience [10] #datascience,joint [10] joint,between [10] between,mccourtschool [10] mccourtschool,policy [9] alexcengler,georgetown Top Replied-To in Entire Graph:
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 G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: