The graph represents a network of 135 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, 19 September 2022 at 18:45 UTC.
The requested start date was Monday, 19 September 2022 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 11-day, 10-hour, 50-minute period from Monday, 05 September 2022 at 05:24 UTC to Friday, 16 September 2022 at 16:15 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 : 135
Unique Edges : 119
Edges With Duplicates : 142
Total Edges : 261
Number of Edge Types : 5
Retweet : 56
MentionsInRetweet : 121
Mentions : 67
Tweet : 12
Replies to : 5
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0173410404624277
Reciprocated Edge Ratio : 0.0340909090909091
Connected Components : 23
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 154
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.565687
Graph Density : 0.00972913211719182
Modularity : 0.617651
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 135 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, 19 September 2022 at 18:45 UTC.
The requested start date was Monday, 19 September 2022 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 11-day, 10-hour, 50-minute period from Monday, 05 September 2022 at 05:24 UTC to Friday, 16 September 2022 at 16:15 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:
[10] #followpower,ameisen_strasse [10] ameisen_strasse,lisa_reiber [10] lisa_reiber,co [10] co,organizing [10] organizing,#data4good [10] #data4good,event [10] event,weekend [10] weekend,itâ [10] itâ,hackathon [9] fubits,#followpower Top Word Pairs in Tweet in G1:
[5] remember,apply [5] apply,#researchassistant [5] #researchassistant,position [5] position,turinginst [5] turinginst,need [5] need,someone [5] someone,experience [5] experience,#publichealth [4] #data4good,nodexl [4] nodexl,fabriciosx Top Word Pairs in Tweet in G2:
[10] #followpower,ameisen_strasse [10] ameisen_strasse,lisa_reiber [10] lisa_reiber,co [10] co,organizing [10] organizing,#data4good [10] #data4good,event [10] event,weekend [10] weekend,itâ [10] itâ,hackathon [9] fubits,#followpower Top Word Pairs in Tweet in G3:
[3] rladies_cologne,rladiesglobal [2] cosima_meyer,mzesunimannheim [2] mzesunimannheim,mzes_ssdl [2] mzes_ssdl,rladies_cologne [2] rladiesglobal,gbwinter [2] gbwinter,tanya_shapiro [2] tanya_shapiro,pyladiesmunich [2] correlaid,#data4good [2] #data4good,organization Top Word Pairs in Tweet in G4:
[5] unicc,winner [5] winner,unicc_ict [5] unicc_ict,proud [5] proud,selected [5] selected,#winner [5] #winner,inaugural [5] inaugural,2022 [5] 2022,#data4good [5] #data4good,awards [5] awards,hosted Top Word Pairs in Tweet in G5:
[2] main,focus [2] focus,empowering [2] empowering,ordinary [2] ordinary,citizens [2] citizens,make [2] make,use [2] use,data [2] data,solve [2] solve,problems [2] problems,communities Top Word Pairs in Tweet in G6:
[3] update,10 [3] 10,year [3] year,anniversary [3] anniversary,celebration [3] celebration,it'll [3] it'll,take [3] take,place [3] place,online [3] online,friday [3] friday,november Top Word Pairs in Tweet in G7:
[5] lanzamos,#opendataseniors [5] #opendataseniors,proyecto [5] proyecto,#data4good [5] #data4good,impulsar [5] impulsar,investigación [5] investigación,salud [5] salud,gracias [5] gracias,datos [5] datos,compartimos [4] sanitas,lanzamos Top Word Pairs in Tweet in G8:
[3] looking,forward [3] forward,report's [3] report's,launch [3] launch,event [3] event,tomorrow [3] tomorrow,lots [3] lots,interesting [3] interesting,insights [3] insights,#nonprofit [3] #nonprofit,#data Top Word Pairs in Tweet in G10:
[3] curious,alumni [3] alumni,#dataequity [3] #dataequity,workshops [3] workshops,here's [3] here's,raymond [3] raymond,enix [3] enix,lacity [3] lacity,programmer [3] programmer,analyst [2] latech4good,curious Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: