The graph represents a network of 4,950 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, 08 July 2022 at 22:40 UTC.
The requested start date was Friday, 08 July 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 10-day, 1-hour, 43-minute period from Monday, 27 June 2022 at 19:59 UTC to Thursday, 07 July 2022 at 21:43 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 : 4950
Unique Edges : 2743
Edges With Duplicates : 8329
Total Edges : 11072
Number of Edge Types : 5
Retweet : 2455
MentionsInRetweet : 2837
Tweet : 4353
Replies to : 90
Mentions : 1337
Self-Loops : 4477
Reciprocated Vertex Pair Ratio : 0.0401980774832508
Reciprocated Edge Ratio : 0.0772892747129656
Connected Components : 2014
Single-Vertex Connected Components : 1186
Maximum Vertices in a Connected Component : 528
Maximum Edges in a Connected Component : 1650
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.833624
Graph Density : 0.000145769679008717
Modularity : 0.391702
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,950 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, 08 July 2022 at 22:40 UTC.
The requested start date was Friday, 08 July 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 10-day, 1-hour, 43-minute period from Monday, 27 June 2022 at 19:59 UTC to Thursday, 07 July 2022 at 21:43 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:
[268] learn,more [245] #nonprofit,please [244] #hongkong,#nonprofit [218] #nonprofit,#charity [199] #charity,#nonprofit [122] non,profit [112] #nonprofit,#fundraising [102] link,bio [96] #donate,#nonprofit [94] #nonprofit,#nonprofitorganization Top Word Pairs in Tweet in G1:
[120] learn,more [76] #charity,#nonprofit [71] non,profit [55] link,bio [54] #nonprofit,#nonprofitorganization [46] #donate,#nonprofit [40] #nonprofit,#charity [38] #nonprofit,#education [35] #nonprofit,#donate [35] 4th,july Top Word Pairs in Tweet in G2:
[31] touch,91 [26] manthan,svk [26] #charity,#nonprofit [19] 91,94141 [19] 94141,31202 [19] 31202,visit [17] #nonprofit,#education [16] #education,#donate [16] #volunteer,#help [15] #donate,#volunteer Top Word Pairs in Tweet in G3:
[21] #nonprofit,#npcomms [19] #npcomms,#communications [8] #communications,#socialmedia [8] #socialmedia,#socialmediamarketing [7] #socialmediamarketing,#marketing [7] #nonprofit,model [7] editor,stacypalmer [7] issue,entire [7] entire,#nonprofit [7] #nonprofit,sector Top Word Pairs in Tweet in G4:
[21] 1st,link [17] learn,more [16] #nonprofit,#fundraising [14] #coaching,#nonprofit [14] #fundraising,#fundraisingideas [9] techsoup,#nonprofit [8] lgbtq,youth [8] #fundraisingideas,#charity [7] engagement,report [7] digital,communications Top Word Pairs in Tweet in G5:
[25] following,#video [25] #video,contains [25] contains,excerpts [25] excerpts,#book [25] #book,foundation [25] foundation,#recovery [25] #recovery,available [25] available,#amazon [25] #amazon,proceeds [24] revclarkeny,following Top Word Pairs in Tweet in G6:
[20] #charity,#nonprofit [14] learn,more [13] #dccharity,#dcnonprofit [13] #nonprofit,#donate [12] #dcnonprofit,#givedc [10] #donate,#love [10] #love,#fundraising [10] #fundraising,#community [10] #help,#volunteer [9] #dccharityevents,#dccharity Top Word Pairs in Tweet in G7:
[17] #nonprofit,organizations [16] see,link [13] #nonprofit,employees [11] applications,due [11] link,below [8] each,election [8] election,many [8] many,#nonprofit [8] employees,forced [8] forced,choose Top Word Pairs in Tweet in G8:
[19] #stayhome,#onlinejobs [17] 247work,#stayhome [14] 247work,247work [13] sheridan,wy [12] #hiring,#nonprofit [12] #jobposting,community [12] community,foundation [12] foundation,looking [12] looking,program [12] program,officer Top Word Pairs in Tweet in G9:
[3] brentallpress,janesepmeier [3] janesepmeier,truefactsstated [3] truefactsstated,ericgarland [3] ericgarland,lincolnproject [3] lincolnproject,jamesfourm [3] jamesfourm,mollymckew [3] mollymckew,lauferlaw [3] lauferlaw,teapainusa [2] pink1963dsw,brentallpress Top Word Pairs in Tweet in G10:
[7] considered,benefits [7] benefits,using [7] using,#ai [7] #ai,tech [7] tech,#nonprofit [7] #nonprofit,fundraising [7] fundraising,find [7] find,solution [7] solution,right [7] right,org Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: