The graph represents a network of 3,683 Twitter users whose tweets in the requested range contained "datasociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 February 2019 at 00:21 UTC.
The requested start date was Sunday, 17 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 77-day, 23-hour, 53-minute period from Saturday, 01 December 2018 at 00:06 UTC to Saturday, 16 February 2019 at 23:59 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 : 3683
Unique Edges : 6812
Edges With Duplicates : 3799
Total Edges : 10611
Number of Edge Types : 3
Mentions : 9317
Replies to : 761
Tweet : 533
Self-Loops : 533
Reciprocated Vertex Pair Ratio : 0.0409724119093144
Reciprocated Edge Ratio : 0.0787194961952244
Connected Components : 265
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 3183
Maximum Edges in a Connected Component : 10076
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.031474
Graph Density : 0.00056206098664047
Modularity : 0.494025
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[236] data,society [232] jordanbpeterson,datasociety [232] datasociety,nytimes [226] ericrweinstein,jordanbpeterson [123] datasociety,today [109] flowchart,amelia_acker [109] amelia_acker,verify [109] verify,information [109] information,online [108] beccalew,datasociety Top Word Pairs in Tweet in G1:
[75] data,society [55] datasociety,today [55] datasociety,data [53] decision,making [50] d,s [50] ai,ground [49] algorithmic,decision [49] ground,initiative [44] check,out [43] today,datasociety Top Word Pairs in Tweet in G2:
[95] flowchart,amelia_acker [95] amelia_acker,verify [95] verify,information [95] information,online [94] single,journalist [94] journalist,print [94] print,out [94] out,flowchart [93] bostonjoan,single [78] cariatidaa,m_c_elish Top Word Pairs in Tweet in G3:
[80] bill,data [80] data,rights [79] data,ownership [79] ownership,fix [79] fix,existing [79] existing,problems [79] problems,creates [79] creates,new [79] new,ones [79] ones,article Top Word Pairs in Tweet in G4:
[230] jordanbpeterson,datasociety [230] datasociety,nytimes [224] ericrweinstein,jordanbpeterson [62] improper,bitcoin [61] 7,hope [61] hope,wrong [61] wrong,s [61] s,correct [61] correct,improper [61] bitcoin,transactions Top Word Pairs in Tweet in G5:
[104] beccalew,datasociety [92] extremist,content [90] youtube's,algorithm [90] algorithm,drives [90] drives,people [90] people,extremist [90] content,youtubers [90] youtubers,themselves [90] themselves,exact [89] beccalew,youtube's Top Word Pairs in Tweet in G6:
[22] data,society [7] media,manipulation [5] fake,news [4] human,rights [4] manipulation,strategic [4] strategic,amplification [4] amplification,responsible [4] responsible,journalism [4] media,literacy [4] ai,context Top Word Pairs in Tweet in G7:
[18] wphillips49,datasociety [17] don,t [17] sobre,está [17] está,contando [17] contando,kanciller [17] kanciller,ahora [17] ahora,mismo [17] mismo,ontopicxl [17] ontopicxl,informe [17] informe,wphillips49 Top Word Pairs in Tweet in G8:
[16] influence,crucial [16] crucial,phenomenon [16] phenomenon,online [16] online,means [16] means,having [16] having,powerful [16] powerful,voice [16] voice,using [16] using,voice [16] voice,impact Top Word Pairs in Tweet in G9:
[10] blackhistorymonth,today [10] today,honor [10] honor,dr [10] dr,jasminemcnealy [10] jasminemcnealy,dr [10] dr,mcnealy [10] mcnealy,currently [10] currently,fellow [10] fellow,bkcharvard [9] drdesmondpatton,blackhistorymonth Top Word Pairs in Tweet in G10:
[23] poptechworks,datasociety [13] datasociety,thecityclub [13] thecityclub,suryamattu [13] suryamattu,upfromthecracks [11] upfromthecracks,ragtag_team [11] sjiopeningdoors,acoss [11] acoss,thawfund [9] ragtag_team,sjiopeningdoors [8] very,much [8] gmorgan_ferret,poptechworks 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 G4:
Top Replied-To in G5:
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: