The graph represents a network of 1,367 Twitter users whose recent tweets contained "#BuyBlack", 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 Saturday, 20 November 2021 at 11:51 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 36-minute period from Thursday, 11 November 2021 at 11:06 UTC to Saturday, 20 November 2021 at 10:42 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 : 1367
Unique Edges : 1445
Edges With Duplicates : 2767
Total Edges : 4212
Number of Edge Types : 5
MentionsInRetweet : 576
Retweet : 1238
Mentions : 1319
Replies to : 190
Tweet : 889
Self-Loops : 930
Reciprocated Vertex Pair Ratio : 0.0242811501597444
Reciprocated Edge Ratio : 0.0474111041796631
Connected Components : 246
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 877
Maximum Edges in a Connected Component : 3501
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.195456
Graph Density : 0.000858448623215493
Modularity : 0.378511
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,367 Twitter users whose recent tweets contained "#BuyBlack", 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 Saturday, 20 November 2021 at 11:51 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 36-minute period from Thursday, 11 November 2021 at 11:06 UTC to Saturday, 20 November 2021 at 10:42 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 : #BuyBlack
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:
[264] #buyblack,#supportblackbusiness [231] #buyblack,#buysouthafrican [229] #buysouthafrican,#supportlocalbusinesses [229] #supportsmallbusinesses,#supportblackbusinesses [229] #supportblackbusinesses,#buylocal [227] #joburgenterprises,#weservejoburg [227] #weservejoburg,#buyblack [227] #supportlocalbusinesses,#supportsmallstreamers [227] #supportsmallstreamers,#supportsmallbusiness [227] #supportsmallbusiness,#supportsmallbusinesses Top Word Pairs in Tweet in G1:
[152] guap,#cryptocurrency [152] #cryptocurrency,created [152] created,amplify [152] amplify,economic [152] economic,voice [152] voice,#diaspora [152] #diaspora,guapcoin [152] guapcoin,way [152] way,exchange [152] exchange,currency Top Word Pairs in Tweet in G2:
[173] please,fingerless [173] fingerless,compression [173] compression,gloves [173] 10,pair [173] pair,available [173] available,sizes [173] sizes,colors [173] help,reduce [173] reduce,prevent [173] prevent,pain Top Word Pairs in Tweet in G3:
[14] black,business [14] black,owned [13] #blackownedbusiness,#buyblack [12] #blackexcellence,#buyblack [11] looking,bloggers [11] bloggers,writers [11] writers,interns [11] interns,blackguide [11] blackguide,app [11] app,black Top Word Pairs in Tweet in G4:
[180] #buyblack,#supportblackbusiness [147] #blackowned,#blackownedbusiness [127] #buyblack,#shopblack [121] #shop,#share [121] #share,#support [119] #entrepreneur,#buyblack [98] #blackbusiness,spotlight [98] spotlight,#shop [98] #support,#blackowned [98] #blackowned,business Top Word Pairs in Tweet in G5:
[74] use,code [74] #buyblack,#supportblackbusiness [72] wanna,extra [72] extra,cute [72] cute,use [72] code,dee10 [72] dee10,checkout [72] checkout,save [72] save,#buyblack [16] lovin,made Top Word Pairs in Tweet in G6:
[42] #blackowned,#buyblack [35] community,development [33] #buyblack,#blackownedbusiness [24] black,owned [23] development,projects [15] #buyblack,#buyblackmainstreet [14] #buyblack,#blackowned [14] #buyblackmainstreet,#blackownedbusiness [13] community,#buyblack [12] projects,truck Top Word Pairs in Tweet in G7:
[227] #joburgenterprises,#weservejoburg [227] #weservejoburg,#buyblack [227] #buyblack,#buysouthafrican [227] #buysouthafrican,#supportlocalbusinesses [227] #supportlocalbusinesses,#supportsmallstreamers [227] #supportsmallstreamers,#supportsmallbusiness [227] #supportsmallbusiness,#supportsmallbusinesses [227] #supportsmallbusinesses,#supportblackbusinesses [227] #supportblackbusinesses,#buylocal [227] #buylocal,#buysouthafrican Top Word Pairs in Tweet in G8:
[21] black,owned [18] #blacktwitter,#blackexcellence [15] #blackgirlmagic,#blackgirlsrock [12] #buyblack,ciara [12] ciara,partners [12] partners,meta [12] meta,nominate [12] nominate,black [12] owned,businesses [12] businesses,marketing Top Word Pairs in Tweet in G9:
[12] finally,copy [12] copy,1619 [12] 1619,project [12] project,nhannahjones [12] nhannahjones,finally [12] finally,ordered [12] ordered,day [12] day,announced [12] announced,patiently [12] patiently,waiting Top Word Pairs in Tweet in G10:
[12] excited,#buyblack [12] #buyblack,day [12] day,running [12] running,errands [12] errands,houston [12] houston,tx [12] tx,wearing [12] wearing,jacket [12] jacket,demodestdm [12] demodestdm,collection Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: