The graph represents a network of 160 Twitter users whose recent tweets contained "nptech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 21 January 2022 at 00:44 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 59-minute period from Wednesday, 12 January 2022 at 14:00 UTC to Friday, 21 January 2022 at 00:00 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 : 160
Unique Edges : 177
Edges With Duplicates : 314
Total Edges : 491
Number of Edge Types : 4
Retweet : 207
MentionsInRetweet : 114
Mentions : 72
Tweet : 98
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.0334928229665072
Reciprocated Edge Ratio : 0.0648148148148148
Connected Components : 30
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 88
Maximum Edges in a Connected Component : 368
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.539223
Graph Density : 0.00849056603773585
Modularity : 0.400569
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 160 Twitter users whose recent tweets contained "nptech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 21 January 2022 at 00:44 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 59-minute period from Wednesday, 12 January 2022 at 14:00 UTC to Friday, 21 January 2022 at 00:00 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 : TwitterSearch
Graph Term : nptech
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[105] #nonprofit,#csr [82] #nptech,#edtech [68] #nonprofits,#nonprofit [65] #community,#education [65] #education,#sustainability [65] #sustainability,#nonprofits [51] #saas,#futureofwork [51] #hr,#nptech [44] #csr,#volunteering [44] #volunteering,#communities Top Word Pairs in Tweet in G1:
[101] #nonprofit,#csr [76] #nptech,#edtech [65] #community,#education [65] #education,#sustainability [65] #sustainability,#nonprofits [65] #nonprofits,#nonprofit [51] #saas,#futureofwork [51] #hr,#nptech [44] #csr,#volunteering [44] #volunteering,#communities Top Word Pairs in Tweet in G2:
[19] know,individual [19] individual,team [19] team,organization [19] organization,creating [19] creating,#opensource [19] #opensource,software [19] software,good [19] good,tell [19] tell,apply [19] apply,2022 Top Word Pairs in Tweet in G3:
[8] #nonprofit,#nptech [6] read,more [6] smoothly,read [6] #nptech,#edtech [4] learn,changing [4] changing,within [4] within,zoom [4] zoom,leverage [4] leverage,capabilities [4] capabilities,keep Top Word Pairs in Tweet in G4:
[7] #nptech,#techforhumans [5] philanthropy,#nptech [5] #nonprofits,#nptech [5] read,more [5] more,gt [4] need,know [3] #nonprofits,risk [3] risk,cyberattacks [3] cyberattacks,need [3] know,philanthropy Top Word Pairs in Tweet in G5:
[3] user,list [3] list,nodexl [3] nodexl,goodworld [3] goodworld,unicefusa [3] unicefusa,crabturtletuyoi [3] crabturtletuyoi,goodworld_2018 [3] goodworld_2018,janhasenfuss [3] janhasenfuss,mystatesman [3] mystatesman,beltel [3] beltel,boehmography Top Word Pairs in Tweet in G6:
[2] nonprofit,digital [2] #nptech,#fundraising [2] fortunes,built [2] built,down [2] down,market [2] market,collected [2] collected,market [2] market,jason [2] jason,calacavis [2] calacavis,#environmentalprotection Top Word Pairs in Tweet in G7:
[6] shhhh,datadotorg [6] datadotorg,launched [6] launched,resource [6] resource,library [6] library,social [6] social,impact [6] impact,organizations [6] organizations,looking [6] looking,use [6] use,#datascience Top Word Pairs in Tweet in G8:
[8] happy,birthday [8] birthday,#backdropcms [8] #backdropcms,use [8] use,web [8] web,work [8] work,nonprofit [8] nonprofit,educational [8] educational,social [8] social,justice [8] justice,groups Top Word Pairs in Tweet in G9:
[2] ready,rock [2] rock,panel [2] panel,nowitmatters [2] nowitmatters,virtuouscrm [2] virtuouscrm,hubspot [2] hubspot,future [2] future,nonprofit [2] nonprofit,crm [2] crm,#nptech [2] #nptech,#fundraisingtwitter Top Word Pairs in Tweet in G10:
[7] #raisers,#nptech [2] good,news [2] news,friday [2] friday,congratulations [2] congratulations,partners [2] partners,lirs [2] lirs,cleanaircatf [2] cleanaircatf,beginning [2] beginning,migrations [2] migrations,engagingnetwork Top Replied-To in Entire Graph:
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 G7:
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: