The graph represents a network of 187 Twitter users whose recent tweets contained "#SOCAP21", 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 Monday, 18 October 2021 at 22:43 UTC.
The tweets in the network were tweeted over the 7-day, 7-hour, 31-minute period from Monday, 11 October 2021 at 14:12 UTC to Monday, 18 October 2021 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 : 187
Unique Edges : 486
Edges With Duplicates : 361
Total Edges : 847
Number of Edge Types : 5
Retweet : 234
Replies to : 5
Mentions : 178
MentionsInRetweet : 389
Tweet : 41
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.119460500963391
Reciprocated Edge Ratio : 0.21342512908778
Connected Components : 11
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 175
Maximum Edges in a Connected Component : 836
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.603309
Graph Density : 0.0167040423207406
Modularity : 0.366812
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 187 Twitter users whose recent tweets contained "#SOCAP21", 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 Monday, 18 October 2021 at 22:43 UTC.
The tweets in the network were tweeted over the 7-day, 7-hour, 31-minute period from Monday, 11 October 2021 at 14:12 UTC to Monday, 18 October 2021 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 : TwitterSearch
Graph Term : #SOCAP21
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:
[42] join,#socap21 [42] next,week [39] socapmarkets,#socap21 [36] 18,20 [35] #socap21,october [30] impact,investors [29] october,18 [28] use,code [27] social,justice [26] 20,discount Top Word Pairs in Tweet in G1:
[16] #diversity,#sustainability [13] next,week [12] socapmarkets,#socap21 [11] #salesforce,#dreamforce [11] #startup,#hr [11] #hr,#csr [11] #csr,#atd [11] #atd,#learning [11] #learning,#shrm [11] #shrm,#hrtech Top Word Pairs in Tweet in G2:
[21] next,week [11] week,#socap21 [9] #socap21,next [9] #socap21,starts [8] socapmarkets,#socap21 [7] join,#socap21 [7] part,panel [7] money,meaning [6] opening,day [6] day,free Top Word Pairs in Tweet in G3:
[15] #socap21,#impinv [14] please,join [14] impactinvestus,socapmarkets [14] socapmarkets,#socap21 [14] #impinv,#econdev [13] 10,20 [13] reimagined,economic [13] economic,system [10] join,morning [10] morning,10 Top Word Pairs in Tweet in G4:
[16] join,#socap21 [16] #socap21,october [16] october,18 [16] 18,20 [16] 20,learn [16] learn,impact [16] impact,investors [16] investors,social [16] social,entrepreneurs [16] entrepreneurs,vanguard Top Word Pairs in Tweet in G5:
[7] narrative,change [5] october,18 [5] 18,20 [5] use,code [5] code,np_impactalpha [5] np_impactalpha,20 [5] 20,discount [4] join,davidbank [4] panel,monday [4] monday,30ppt Top Word Pairs in Tweet in G6:
[5] make,digital [5] digital,financial [5] financial,tools [5] tools,work [5] work,low [5] low,income [5] income,communities [5] communities,#fintech [5] #fintech,balance [5] human,touch Top Word Pairs in Tweet in G7:
[7] oct,20 [7] 20,#socap21 [5] unintended,consequences [5] maximize,#socialimpact [4] join,oct [4] #socap21,panel [4] panel,featuring [4] featuring,advocates [4] advocates,community [4] community,leaders Top Word Pairs in Tweet in G8:
[3] 18,20 [2] means,#socap21 [2] #socap21,right [2] right,around [2] around,corner [2] corner,wait [2] wait,participate [2] participate,annual [2] annual,event [2] event,big Top Word Pairs in Tweet in G9:
[4] ceresnews,envdefensefund [2] oct,18 [2] 18,45 [2] 45,join [2] join,live [2] live,discussion [2] discussion,teresa [2] teresa,ish [2] ish,sector [2] sector,leaders Top Word Pairs in Tweet in G10:
[10] 20,12 [10] 12,15 [10] 15,pm [10] pm,learn [10] johnhowkins,robertaannan [10] robertaannan,socapmarkets [7] #creativeeconomy,one [7] one,fastest [7] fastest,growing [7] growing,sectors Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: