The graph represents a network of 14,675 Twitter users whose recent tweets contained "zambia", 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 Tuesday, 21 March 2023 at 14:52 UTC.
The tweets in the network were tweeted over the 3-day, 6-hour, 29-minute period from Saturday, 18 March 2023 at 07:47 UTC to Tuesday, 21 March 2023 at 14:17 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 : 14760
Unique Edges : 21509
Edges With Duplicates : 67843
Total Edges : 89352
Number of Edge Types : 5
Mentions : 60017
Tweet : 4672
Replies to : 6308
Retweet : 12545
MentionsInRetweet : 5810
Self-Loops : 4763
Reciprocated Vertex Pair Ratio : 0.0380434782608696
Reciprocated Edge Ratio : 0.0732984293193717
Connected Components : 1496
Single-Vertex Connected Components : 678
Maximum Vertices in a Connected Component : 10411
Maximum Edges in a Connected Component : 53324
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.363608
Graph Density : 0.000112227695893058
Modularity : 0.261804
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 14,675 Twitter users whose recent tweets contained "zambia", 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 Tuesday, 21 March 2023 at 14:52 UTC.
The tweets in the network were tweeted over the 3-day, 6-hour, 29-minute period from Saturday, 18 March 2023 at 07:47 UTC to Tuesday, 21 March 2023 at 14:17 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 : zambia
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:
[2246] ndola,zambia [2217] zambia,love [2210] love,football [2207] name,chama [2207] come,ndola [2206] chama,come [1521] south,africa [1007] zambia,khosi [775] sierra,leone [676] bolabet_zambia,x Top Word Pairs in Tweet in G1:
[2113] ndola,zambia [2093] love,football [2092] zambia,love [2091] come,ndola [2090] name,chama [2090] chama,come [244] zambia,come [97] clatous,chama [82] kennedy,musonda [75] dr,congo Top Word Pairs in Tweet in G2:
[346] government,cleared [346] cleared,outstanding [336] 15,years [336] #zambia,#abrighterfuture [335] k72,984 [335] 984,143 [335] more,15 [335] outstanding,more [335] 81,retirement [335] 143,81 Top Word Pairs in Tweet in G3:
[998] zambia,khosi [664] khosi,#bbtitans [505] south,africa [426] countries,voting [414] kanaga,jnr [373] two,countries [372] problem,think [372] voting,zambia [371] think,two [320] please,kindly Top Word Pairs in Tweet in G4:
[307] wa,zambia [251] bila,mwamvuli [244] neno,moja [243] rais,hichilema [243] mwamvuli,kama [243] aendelee,ukaguzi [243] wataiga,wenzake [243] hichilema,wa [243] wanajeshi,keshakuwa [243] keshakuwa,gumzo Top Word Pairs in Tweet in G5:
[676] bolabet_zambia,x [162] x,x [2] 03,2023 [2] bolabet_zambia,11222 [2] atl,madrid [2] bolabet_zambia,11121 [2] score,five [2] freebet,challenge [2] 2023,over [2] five,matches Top Word Pairs in Tweet in G6:
[53] mental,health [52] secure,affordable [52] excited,welcome [52] registered,mental [52] provide,secure [52] mercy,phiri [52] enrichment,foundation's [52] affordable,counselling [52] idealme,counsellors [52] counsellors,provide Top Word Pairs in Tweet in G7:
[318] herbert,chitepo [318] first,black [265] zambia,president [256] years,ago [255] chitepo,assassinated [254] 48,years [254] ago,zambia [253] kaunda,zambia [253] respected,zimbabwean [253] liberation,leaders Top Word Pairs in Tweet in G8:
[433] africa,yvonne [425] yvonne,#bbtitans [421] kenya,tanzania [400] yvonne,africa [398] south,africa [388] sierra,leone [387] botswana,ghana [387] zimbabwe,sierra [387] africa,kenya [387] yvonne,fans Top Word Pairs in Tweet in G9:
[115] river,plate [95] primera,transmisión [95] ascenso,zambia [92] ocupado,siendo [92] transmisión,online [92] fútbol,ascenso [92] online,fútbol [92] contesta,ocupado [92] siendo,primera [92] novia,seguro Top Word Pairs in Tweet in G10:
[105] victoria,falls [105] falls,between [105] between,zambia [105] zambia,zmbabwe [81] kenya,10 [81] zimbabwe,kenya [81] africa,tanzania [81] seychelles,zambia [81] destinations,africa [81] honeymoon,destinations Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
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 G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: