The graph represents a network of 5,073 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, 02 December 2022 at 23:37 UTC.
The requested start date was Friday, 02 December 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 6-day, 5-hour, 0-minute period from Friday, 25 November 2022 at 20:00 UTC to Friday, 02 December 2022 at 01:00 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 : 5073
Unique Edges : 2769
Edges With Duplicates : 7863
Total Edges : 10632
Number of Edge Types : 5
Retweet : 2451
MentionsInRetweet : 2661
Mentions : 830
Tweet : 4628
Replies to : 62
Self-Loops : 4814
Reciprocated Vertex Pair Ratio : 0.0298410638987999
Reciprocated Edge Ratio : 0.0579527559055118
Connected Components : 2415
Single-Vertex Connected Components : 1618
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 2296
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.477908
Graph Density : 0.000123395585337355
Modularity : 0.393739
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,073 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, 02 December 2022 at 23:37 UTC.
The requested start date was Friday, 02 December 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 6-day, 5-hour, 0-minute period from Friday, 25 November 2022 at 20:00 UTC to Friday, 02 December 2022 at 01:00 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:
[425] giving,tuesday [359] #business,#deal [314] #affiliateprogram,#business [313] #socialmedia,#affiliateprogram [313] #deals,#socialmedia [263] #nonprofit,#donate [248] #givingtuesday,#nonprofit [215] #affiliate,#marketing [205] #b2b,#digitalmarketing [184] #marketing,#affiliatemarketing Top Word Pairs in Tweet in G1:
[212] giving,tuesday [121] #givingtuesday,#nonprofit [113] #nonprofit,#donate [87] #charity,#nonprofit [79] today,#givingtuesday [76] learn,more [60] non,profit [58] please,consider [56] #donate,#nonprofit [46] make,difference Top Word Pairs in Tweet in G2:
[359] #business,#deal [314] #affiliateprogram,#business [313] #socialmedia,#affiliateprogram [313] #deals,#socialmedia [215] #affiliate,#marketing [205] #b2b,#digitalmarketing [184] #marketing,#affiliatemarketing [181] #affiliatemarketing,#b2b [176] #travel,#content [175] #earn,#deals Top Word Pairs in Tweet in G3:
[28] biztechmagazine,#nonprofits [22] more,keep [22] need,tech [22] latest,trends [22] #nonprofits,need [22] tech,more [22] trends,#nonprofit [22] keep,latest [21] #nonprofit,influencers [16] away,more Top Word Pairs in Tweet in G4:
[85] advocacy,foundation [49] ados,men [49] ados,advocacy [49] increasingly,siphoned [49] siphoned,school [49] foundation,leans [49] pipeline,ados [49] prison,pipeline [49] school,prison [49] men,increasingly Top Word Pairs in Tweet in G5:
[49] raise,support [49] update,we've [49] therapy,formerly [49] free,therapy [49] support,free [49] raised,75k [49] 225k,raise [49] formerly,incarcerated [49] 75k,225k [49] we've,raised Top Word Pairs in Tweet in G6:
[47] right,next [47] reception,right [47] next,ah [47] #nonprofits,reception [47] aws,#nonprofits [46] ah,moment [46] moment,#nonprofit [45] aws_nonprofits,aws [45] #nonprofit,#techies [6] access,5k Top Word Pairs in Tweet in G7:
[21] time,year [21] #charity,close [21] heart,time [21] families,missing [21] difficult,families [21] day,difficult [21] close,heart [21] #nonprofit,#charity [21] year,day [20] missing,love Top Word Pairs in Tweet in G8:
[38] #business,#startups [38] #startups,#nonprofit [38] #nonprofit,needs [38] #future,#organization [38] 14,principles [38] principles,#future [30] info,khulood_almani [30] #organization,info [30] khulood_almani,#business [29] andrewincontact,14 Top Word Pairs in Tweet in G9:
[23] #grantwriting,#nonprofit [5] #nonprofit,#grantwriting [5] grant,writing [5] grants,#grantwriting [4] #nonprofit,clients [4] federal,grant [4] #nonprofit,#fundraising [4] grant,proposal [3] ahead,news [3] improve,grant Top Word Pairs in Tweet in G10:
[10] suffered,many [10] non,profit [10] many,losses [5] sector,alberta [5] npo,working [5] act,amendment [5] date,december [5] npo,act [5] community,suffered [5] bill,date 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 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: