The graph represents a network of 5,165 Twitter users whose tweets in the requested range contained "#nonprofit", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 August 2021 at 23:02 UTC.
The requested start date was Friday, 06 August 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 8-day, 18-hour, 48-minute period from Wednesday, 28 July 2021 at 03:00 UTC to Thursday, 05 August 2021 at 21:48 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 : 5165
Unique Edges : 3262
Edges With Duplicates : 8705
Total Edges : 11967
Number of Edge Types : 5
Mentions : 1605
Tweet : 4088
Retweet : 2746
MentionsInRetweet : 3455
Replies to : 73
Self-Loops : 4235
Reciprocated Vertex Pair Ratio : 0.0401753104455807
Reciprocated Edge Ratio : 0.0772471910112359
Connected Components : 1906
Single-Vertex Connected Components : 1127
Maximum Vertices in a Connected Component : 1171
Maximum Edges in a Connected Component : 4212
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 7.422952
Graph Density : 0.000160167606101666
Modularity : 0.413622
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,165 Twitter users whose tweets in the requested range contained "#nonprofit", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 August 2021 at 23:02 UTC.
The requested start date was Friday, 06 August 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 8-day, 18-hour, 48-minute period from Wednesday, 28 July 2021 at 03:00 UTC to Thursday, 05 August 2021 at 21:48 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 : #nonprofit
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:
[447] #charity,#nonprofit [274] #nonprofit,#fundraising [228] learn,more [216] #nonprofit,#charity [143] #nonprofit,#donate [139] non,profit [109] #nonprofit,#community [91] #nonprofit,#education [88] #nonprofit,#nonprofitorganization [88] #charity,#community Top Word Pairs in Tweet in G1:
[257] #charity,#nonprofit [171] #nonprofit,#fundraising [89] learn,more [62] non,profit [53] link,bio [53] buy,copy [53] copy,today [49] #nonprofit,#orthodox [45] grant,writing [43] #nonprofit,#community Top Word Pairs in Tweet in G2:
[96] #charity,#nonprofit [73] #nonprofit,#donate [38] #ngo,#charity [38] #education,#donate [37] #nonprofit,#education [37] #support,#community [32] #donate,#covid [32] #love,#help [31] #help,#children [30] #donate,#love Top Word Pairs in Tweet in G3:
[17] brought,msftnonprofits [15] #nonprofit,#fundraising [14] #nonprofit,#ngo [13] #nonprofit,leaders [12] learn,more [11] #501c3,#nonprofit [9] msftnonprofits,learn [9] 51,online [9] online,technology [9] technology,events Top Word Pairs in Tweet in G4:
[43] sevax,app [41] #communities,#nonprofits [28] #salesforce,#dreamforce [28] #dreamforce,#startup [28] #startup,#startups [28] #startups,#ai [28] #ai,#socialmedia [28] #socialmedia,#futureofwork [28] #futureofwork,#hrtech [28] #hrtech,#cx Top Word Pairs in Tweet in G5:
[78] huge,thanks [78] thanks,boredapeyc [78] boredapeyc,amazing [78] amazing,169 [78] 169,eth [78] eth,donation [78] donation,genuinely [78] genuinely,humbled [78] humbled,truly [78] truly,grateful Top Word Pairs in Tweet in G6:
[13] #nonprofit,#charity [12] #charity,#fundraising [12] #fundraising,#philanthropy [12] #philanthropy,#donors [12] #donors,#directmail [12] #directmail,#copywriting [12] #geauxahead,#geauxaheadfoundation [12] #geauxaheadfoundation,#nonprofit [12] #nonprofit,#mentalhealth [11] geauxahead,#geauxahead Top Word Pairs in Tweet in G7:
[29] looking,pydata [29] pydata,branded [29] branded,swag [29] swag,shirts [29] shirts,hoodies [29] hoodies,mugs [29] mugs,more [29] more,numfocus [29] numfocus,shop [29] shop,proceeds Top Word Pairs in Tweet in G8:
[4] tjnugent520,bernadettentf [4] bernadettentf,aft753 [4] aft753,cartistny [4] cartistny,gdthor1 [4] gdthor1,mairscott3 [4] mairscott3,bobbiejanev [4] bobbiejanev,impinkestgirl [4] impinkestgirl,zazzybritches [4] zazzybritches,keepsatit [3] ronnilaurie,tjnugent520 Top Word Pairs in Tweet in G9:
[23] excited,announced [23] announced,we've [23] we've,added [23] added,support [23] support,five [23] five,#cryptocurrencies [23] #cryptocurrencies,donate [20] thegivingblock,excited [20] donate,#nonpr [6] #donate,notesfornotes Top Word Pairs in Tweet in G10:
[49] everyone,equal [49] equal,access [49] access,cyber [49] cyber,training [49] training,opportunity [49] opportunity,develop [49] develop,cybersecurity [49] cybersecurity,career [49] career,re [49] re,seeking Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
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: