The graph represents a network of 196 Twitter users whose tweets in the requested range contained "nptech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 September 2021 at 10:44 UTC.
The requested start date was Tuesday, 07 September 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 13-day, 22-hour, 31-minute period from Tuesday, 24 August 2021 at 01:05 UTC to Monday, 06 September 2021 at 23:36 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 : 196
Unique Edges : 174
Edges With Duplicates : 280
Total Edges : 454
Number of Edge Types : 5
Tweet : 90
Mentions : 133
Retweet : 92
MentionsInRetweet : 134
Replies to : 5
Self-Loops : 97
Reciprocated Vertex Pair Ratio : 0.0486725663716814
Reciprocated Edge Ratio : 0.0928270042194093
Connected Components : 32
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 347
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.626083
Graph Density : 0.00620094191522763
Modularity : 0.460024
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 196 Twitter users whose tweets in the requested range contained "nptech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 September 2021 at 10:44 UTC.
The requested start date was Tuesday, 07 September 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 13-day, 22-hour, 31-minute period from Tuesday, 24 August 2021 at 01:05 UTC to Monday, 06 September 2021 at 23:36 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 : 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[20] #nonprofit,#nptech [13] help,org [12] #nptech,#cdwsocial [12] virtual,events [11] matter,#nonprofit's [11] #nonprofit's,budget [11] budget,cdwcorp [11] cdwcorp,services [11] services,help [11] org,more Top Word Pairs in Tweet in G1:
[8] join,free [4] free,#techforwardconf [4] #techforwardconf,tech_impact [4] tech_impact,september [4] september,14th [4] 14th,#nonprofitleaders [4] #nonprofitleaders,miss [4] miss,session [4] happy,support [4] support,tech_impact Top Word Pairs in Tweet in G2:
[6] nodexl,techsoup [5] #nptech,#nonprofit [4] mar,2nd [4] 2nd,nodexl [4] fwdhumanity,exchangeseva [4] top,hashtags [4] pay,later [3] salesforce,user [3] user,experience [3] experience,ux Top Word Pairs in Tweet in G3:
[4] #socialimpactbusiness,#greentech [3] #nonprofit,#nptech [3] learn,more [3] #greentech,#startupentrepreneur [3] #startupentrepreneur,#ceomindset [3] #ceomindset,#ceocoach [2] used,technology [2] #fundraising,#nptech [2] whether,re [2] re,starting Top Word Pairs in Tweet in G4:
[7] lester,salamon [7] salamon,ph [7] ph,pioneer [7] pioneer,study [7] study,#nonprofits [7] #nonprofits,civil [7] civil,society [7] society,#philanthropy [7] work,survey [6] nonprofittimes,lester Top Word Pairs in Tweet in G5:
[12] #nptech,#cdwsocial [11] matter,#nonprofit's [11] #nonprofit's,budget [11] budget,cdwcorp [11] cdwcorp,services [11] services,help [11] help,org [11] org,more [11] more,less [11] less,#nptech Top Word Pairs in Tweet in G6:
[8] virtual,events [6] greatest,benefit [6] benefit,digital [6] digital,automation [6] automation,#nonprofit [6] #nonprofit,isn [6] isn,replace [6] replace,humans [6] humans,help [6] help,humans Top Word Pairs in Tweet in G7:
[3] favorite,tools [3] tools,apps [3] apps,platforms [3] platforms,tech [3] tech,created [3] created,communities [3] communities,use [3] use,need [3] need,#nptech [3] use,data Top Word Pairs in Tweet in G8:
[2] true,2nd [2] 2nd,book [2] book,written [2] written,together [2] together,bridgetmwillard [2] bridgetmwillard,available [2] available,online [2] online,marketing [2] marketing,book [2] book,need Top Word Pairs in Tweet in G9:
[7] help,openmediaorg [7] openmediaorg,fight [7] fight,open [7] open,internet [7] internet,donate [7] donate,today [7] today,#technology [7] #technology,#nptech Top Word Pairs in Tweet in G10:
[2] free,webinar Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: