The graph represents a network of 301 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, 06 September 2021 at 17:57 UTC.
The requested start date was Monday, 06 September 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 12-day, 19-hour, 7-minute period from Monday, 23 August 2021 at 07:45 UTC to Sunday, 05 September 2021 at 02:52 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 : 301
Unique Edges : 94
Edges With Duplicates : 1102
Total Edges : 1196
Number of Edge Types : 5
Retweet : 546
MentionsInRetweet : 509
Replies to : 3
Mentions : 69
Tweet : 69
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.0412371134020619
Reciprocated Edge Ratio : 0.0792079207920792
Connected Components : 34
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 886
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.56419
Graph Density : 0.00335548172757475
Modularity : 0.238016
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 301 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, 06 September 2021 at 17:57 UTC.
The requested start date was Monday, 06 September 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 12-day, 19-hour, 7-minute period from Monday, 23 August 2021 at 07:45 UTC to Sunday, 05 September 2021 at 02:52 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:
[111] make,better [111] better,informed [108] one,change [100] perspectives,find [100] find,way [100] way,enjoy [100] enjoy,little [100] little,things [100] things,life [100] life,one Top Word Pairs in Tweet in G1:
[107] make,better [107] better,informed [104] one,change [97] perspectives,find [97] find,way [97] way,enjoy [97] enjoy,little [97] little,things [97] things,life [97] life,one Top Word Pairs in Tweet in G2:
[25] policy,engagement [25] engagement,manager [23] hiring,policy [23] manager,join [18] re,hiring [18] successful,team [16] join,small [16] small,successful [16] team,use [16] use,comms Top Word Pairs in Tweet in G3:
[40] #artificialintelligence,#ai [26] #ai,#datascience [26] #datascience,#100daysofcode [26] #100daysofcode,#python [15] researchers,achieve [15] achieve,improved [15] improved,prediction [15] prediction,indian [15] indian,monsoon [15] monsoon,onset Top Word Pairs in Tweet in G4:
[9] carlos_santiso,#data4good [9] #data4good,governments [9] governments,leverage [9] leverage,#data [9] #data,better [9] better,policies [9] policies,data [9] data,create [9] create,public [9] public,value Top Word Pairs in Tweet in G5:
[5] open,data [3] many,cities [3] cities,open [3] data,once [3] once,download [3] download,data [3] data,#opendata [3] #opendata,series [2] discover,practical [2] practical,applications Top Word Pairs in Tweet in G6:
[2] iot,action [2] action,check [2] check,video [2] video,sas [2] sas,hackathon [2] hackathon,award [2] award,winner [2] winner,see [2] see,audio [2] audio,based Top Word Pairs in Tweet in G7:
[7] finding,drinking [7] drinking,water [7] water,tackling [7] tackling,#fgm [7] #fgm,gender [7] gender,based [7] based,violence [7] violence,introducing [7] introducing,sustainable [7] sustainable,development Top Word Pairs in Tweet in G8:
[7] zwar,hin [7] hin,freue [7] freue,online [7] online,tagesseminar [7] tagesseminar,thema [7] thema,#datenkompetenz [6] sozialewirkung,zwar [6] #datenkompetenz,#so Top Word Pairs in Tweet in G9:
[4] join,orlandoladydevs [4] orlandoladydevs,conversation [4] conversation,emily [4] emily,yelverton [4] yelverton,status_quotient [4] status_quotient,datakind [4] datakind,emily [3] orlandoladydevs,join Top Word Pairs in Tweet in G10:
[3] uk,wide [3] wide,network [3] network,safepods [3] safepods,levels [3] levels,access [3] access,data [3] data,research [3] research,public [3] public,interest [2] icymi,registration Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: