The graph represents a network of 5,850 Twitter users whose recent tweets contained "Africa Tech", 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 Sunday, 18 April 2021 at 14:11 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 51-minute period from Saturday, 10 April 2021 at 09:29 UTC to Sunday, 18 April 2021 at 13:20 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 : 5850
Unique Edges : 7998
Edges With Duplicates : 1171
Total Edges : 9169
Number of Edge Types : 5
Mentions : 1191
Retweet : 4348
Tweet : 1074
MentionsInRetweet : 2136
Replies to : 420
Self-Loops : 1125
Reciprocated Vertex Pair Ratio : 0.0155979202772964
Reciprocated Edge Ratio : 0.0307167235494881
Connected Components : 748
Single-Vertex Connected Components : 338
Maximum Vertices in a Connected Component : 3761
Maximum Edges in a Connected Component : 6408
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.193524
Graph Density : 0.000222640147413613
Modularity : 0.806915
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,850 Twitter users whose recent tweets contained "Africa Tech", 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 Sunday, 18 April 2021 at 14:11 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 51-minute period from Saturday, 10 April 2021 at 09:29 UTC to Sunday, 18 April 2021 at 13:20 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 : Africa Tech
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:
[887] hub,africa [806] tech,community [793] regional,hub [784] great,news [774] ghana,regional [772] ghana,great [771] digital,ghana [771] news,local [771] local,vibrant [771] vibrant,tech Top Word Pairs in Tweet in G1:
[712] twitter,chooses [712] chooses,ghana [712] ghana,regional [712] regional,hub [712] hub,africa [712] africa,thumbs [712] thumbs,digital [712] digital,ghana [712] ghana,great [712] great,news Top Word Pairs in Tweet in G2:
[50] east,africa [44] africa,tech [40] south,africa [36] tech,helped [36] helped,squash [35] swarmed,east [34] locusts,swarmed [25] tech,companies [15] big,tech [11] africa,hq Top Word Pairs in Tweet in G3:
[239] google,microsoft [231] top,global [231] global,tech [231] tech,companies [231] companies,nigeria [231] nigeria,alphabet [231] alphabet,google [231] microsoft,facebook [231] facebook,inc [231] inc,twitter Top Word Pairs in Tweet in G4:
[97] #ctntech,#tieconversations [75] #tieconversations,#100daysofcode [75] #100daysofcode,#africa [75] #africa,#technology [61] #tech,#innovation [59] fasholaide,#ctntech [54] #technology,#developers [54] #developers,#twice [54] #twice,#careers [54] #careers,#stem Top Word Pairs in Tweet in G5:
[46] hub,africa [39] tech,hub [34] jack,nakufoaddo [29] south,africa [27] tech,companies [27] regional,hub [23] tech,ecosystem [23] ghana,nigeria [21] tech,startups [21] leading,tech Top Word Pairs in Tweet in G6:
[138] jack,dorsey [135] dorsey,announces [131] ghana,spent [131] spent,last [131] last,few [131] few,years [131] years,priming [131] priming,economy [131] economy,tech [131] tech,investments Top Word Pairs in Tweet in G7:
[338] tech,policy [170] understand,tech [170] update,resume [170] beginning,understand [170] understand,place [170] place,policy [170] policy,government [170] government,relations [170] relations,many [170] many,allied Top Word Pairs in Tweet in G8:
[82] south,africa [81] africa,24 [81] 24,total [81] total,number [81] number,equity [81] equity,rounds [81] rounds,2020 [81] 2020,highest [81] highest,failure [81] failure,rate Top Word Pairs in Tweet in G9:
[171] twitter,selection [171] selection,ghana [171] ghana,host [171] host,lead [171] lead,africa [171] africa,operations [171] operations,absolutely [171] absolutely,fantastic [171] fantastic,news [171] news,excite Top Word Pairs in Tweet in G10:
[51] building,tech [51] tech,product [51] product,think [51] think,mobile [51] mobile,africa [51] africa,include [51] include,app [51] app,industry [51] industry,record [51] record,218 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: