The graph represents a network of 3,166 Twitter users whose tweets in the requested range contained "socialgood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 February 2022 at 12:39 UTC.
The requested start date was Sunday, 06 February 2022 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, 17-hour, 7-minute period from Sunday, 23 January 2022 at 01:02 UTC to Thursday, 03 February 2022 at 18:09 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 : 3166
Unique Edges : 2532
Edges With Duplicates : 4121
Total Edges : 6653
Number of Edge Types : 5
Replies to : 1260
Mentions : 1159
Retweet : 893
MentionsInRetweet : 1169
Tweet : 2172
Self-Loops : 2267
Reciprocated Vertex Pair Ratio : 0.0423211169284468
Reciprocated Edge Ratio : 0.0812055253244035
Connected Components : 1408
Single-Vertex Connected Components : 1262
Maximum Vertices in a Connected Component : 1132
Maximum Edges in a Connected Component : 2818
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.880949
Graph Density : 0.000238413874110688
Modularity : 0.414169
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,166 Twitter users whose tweets in the requested range contained "socialgood", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 February 2022 at 12:39 UTC.
The requested start date was Sunday, 06 February 2022 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, 17-hour, 7-minute period from Sunday, 23 January 2022 at 01:02 UTC to Thursday, 03 February 2022 at 18:09 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 : socialgood
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:
[1456] invitation,code [1451] use,invitation [1442] socialgood,app [1360] 800,stores [1314] using,socialgood [1311] free,use [1309] spent,shopping [1309] shopping,crypto [1309] crypto,free [1308] amount,spent Top Word Pairs in Tweet in G1:
[1312] invitation,code [1309] use,invitation [1275] socialgood,app [1230] using,socialgood [1230] 800,stores [1226] free,use [1224] spent,shopping [1224] shopping,crypto [1223] amount,spent [1223] crypto,free Top Word Pairs in Tweet in G2:
[116] socialgood_inc,#socialgoodapp_cryptoback [99] socialgood,app [84] use,invitation [83] invitation,code [59] same,amount [59] amount,spent [59] spent,shopping [59] shopping,crypto [59] crypto,free [59] free,use Top Word Pairs in Tweet in G3:
[184] 000,dollars [183] social,good [183] good,app [183] app,spent [183] spent,30 [183] ebay,sent [183] sent,200 [182] free,crypto [162] downloaded,social [157] dollars,worth Top Word Pairs in Tweet in G4:
[6] agnifoundations,agnishwarj [4] agnishwarj,nonprofitorgs [4] nonprofitorgs,nonprofittimes [4] nonprofittimes,nonprofitcomic [4] nonprofitcomic,nonprofits [4] nonprofits,socialgood [4] socialgood,plus_socialgood [4] plus_socialgood,obamafoundation [4] agnishwarj,garuda_india [4] garuda_india,pattyarquette Top Word Pairs in Tweet in G5:
[179] fandom,needs [179] needs,patreon [179] patreon,supporter [179] #fundraiser,#fundraising [179] #fundraising,#donate [158] #donate,#community [130] #support,#help [127] #community,#support [127] #help,#love [125] #givingback,#donations Top Word Pairs in Tweet in G6:
[21] #repsol,#oilspill [20] drone,footage [20] footage,showed [20] showed,#repsol [20] #oilspill,coast [20] coast,#peru [20] #peru,000 [20] 000,barrels [20] barrels,oil [20] oil,equivalent Top Word Pairs in Tweet in G7:
[62] #ai,#machinelearning [62] #machinelearning,being [62] being,increasingly [62] increasingly,used [62] used,drive [62] drive,#socialgood [47] #socialgood,#robotics [47] #robotics,#aiethics [43] veillecyber3,#ai [15] #socialgood,#fintech Top Word Pairs in Tweet in G8:
[24] life,#socialgood [15] succeed,life [14] marshawright,succeed [9] never,limit [9] limit,yourself [9] yourself,#socialgood [9] mindset,change [9] change,life [9] charityideas,#socialgood [8] marshawright,never Top Word Pairs in Tweet in G9:
[8] welcome,floxadvocate [6] geekbeacon,welcome [6] floxadvocate,gbf [6] gbf,2022 [6] 2022,hans [6] hans,technologist [6] technologist,free [6] free,software [6] software,advocate [6] advocate,parent Top Word Pairs in Tweet in G10:
[4] sir,please [2] please,help [2] help,sir [2] please,sonusood [2] sonusood,fcsonusood [2] fcsonusood,soodfoundation [2] soodfoundation,ril_foundation [2] ril_foundation,meerfoundation [2] meerfoundation,vkfofficial Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
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: