The graph represents a network of 455 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, 13 April 2021 at 16:14 UTC.
The requested start date was Monday, 12 April 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, 12-hour, 53-minute period from Monday, 29 March 2021 at 04:01 UTC to Sunday, 11 April 2021 at 16:55 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 : 455
Unique Edges : 306
Edges With Duplicates : 1518
Total Edges : 1824
Number of Edge Types : 5
Retweet : 700
MentionsInRetweet : 854
Mentions : 170
Replies to : 5
Tweet : 95
Self-Loops : 114
Reciprocated Vertex Pair Ratio : 0.0446570972886762
Reciprocated Edge Ratio : 0.0854961832061069
Connected Components : 23
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 351
Maximum Edges in a Connected Component : 1623
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.930068
Graph Density : 0.00317083797260009
Modularity : 0.309717
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 455 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, 13 April 2021 at 16:14 UTC.
The requested start date was Monday, 12 April 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, 12-hour, 53-minute period from Monday, 29 March 2021 at 04:01 UTC to Sunday, 11 April 2021 at 16:55 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:
[102] potential,#data [102] value,unstructured [101] unstructured,#data [101] see,world [101] world,different [100] counts,see [95] visualisation,information [94] journey,continues [94] continues,unleash [94] unleash,unlimited Top Word Pairs in Tweet in G1:
[102] potential,#data [96] see,world [96] world,different [95] visualisation,information [95] counts,see [95] value,unstructured [94] journey,continues [94] continues,unleash [94] unleash,unlimited [94] unlimited,potential Top Word Pairs in Tweet in G2:
[12] #datascibowl,nodexl [12] nodexl,kirkdborne [12] kirkdborne,chidambara09 [12] chidambara09,salhaj [12] salhaj,eli_krumova [12] eli_krumova,fmfrancoise [12] fmfrancoise,boozallen [11] #datadriven,research [11] research,aims [11] aims,solve Top Word Pairs in Tweet in G3:
[11] main,reason [11] reason,joined [11] joined,sassoftware [11] sassoftware,commitment [11] commitment,#innovation [11] #innovation,solving [11] solving,problems [11] problems,#data4good [10] johnmaynardcpa,main [10] #data4good,#gove Top Word Pairs in Tweet in G4:
[10] cúal,estado [10] estado,#datosabiertos [10] #datosabiertos,#americalatina [10] #americalatina,vea [10] vea,nuestro [10] nuestro,último [10] último,policy [10] policy,brief [10] brief,base [10] base,barometro Top Word Pairs in Tweet in G5:
[9] wuhuu,starten [9] starten,ersten [9] ersten,projektzyklus [9] projektzyklus,sechs [9] sechs,projekten [9] projekten,fünf [9] fünf,organisationen [9] organisationen,25 [9] 25,volunteers [8] correlaid,wuhuu Top Word Pairs in Tweet in G6:
[55] artificial,intelligence [49] #ai,#data4good [45] #ai,#agtech [44] _m_dey,artificial [43] #machinelearning,#computervision [40] intelligence,technology [40] technology,used [40] used,protect [40] protect,bees [40] bees,#ai Top Word Pairs in Tweet in G7:
[15] thanks,twitterforgood [15] twitterforgood,being [15] being,long [15] long,term [15] term,partner [15] partner,sharing [15] sharing,#data4good [15] #data4good,entire [15] entire,#un [15] #un,system Top Word Pairs in Tweet in G8:
[7] plus,60 [7] 60,participant [7] participant,conférence [7] conférence,presse [7] presse,opendata_fr [7] opendata_fr,cours [7] cours,présentation [7] présentation,feuille [7] feuille,route [7] route,par Top Word Pairs in Tweet in G9:
[3] job,klaxon [3] klaxon,opportunity [3] opportunity,data [3] data,enthusiast [3] enthusiast,join [3] join,fantastic [3] fantastic,360giving [3] 360giving,team [3] team,policy [3] policy,engagement Top Word Pairs in Tweet in G10:
[14] #wholepersoncare,#data4good [14] #data4good,project [14] project,california [14] california,uses [14] uses,#analytics [14] #analytics,help [14] help,keep [14] keep,#probationers [14] #probationers,healthy [14] healthy,sheltered Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
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: