The graph represents a network of 7,897 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 February 2022 at 12:55 UTC.
The requested start date was Friday, 25 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 10-hour, 16-minute period from Monday, 21 February 2022 at 08:33 UTC to Thursday, 24 February 2022 at 18:49 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 : 7897
Unique Edges : 4978
Edges With Duplicates : 7548
Total Edges : 12526
Number of Edge Types : 5
Replies to : 951
Mentions : 1856
Tweet : 3502
Retweet : 2781
MentionsInRetweet : 3436
Self-Loops : 3602
Reciprocated Vertex Pair Ratio : 0.0196280991735537
Reciprocated Edge Ratio : 0.038500506585613
Connected Components : 2892
Single-Vertex Connected Components : 1482
Maximum Vertices in a Connected Component : 144
Maximum Edges in a Connected Component : 297
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.66736
Graph Density : 9.49727744713182E-05
Modularity : 0.542483
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,897 Twitter users whose tweets in the requested range contained "market research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 February 2022 at 12:55 UTC.
The requested start date was Friday, 25 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 10-hour, 16-minute period from Monday, 21 February 2022 at 08:33 UTC to Thursday, 24 February 2022 at 18:49 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 : GraphServerTwitterSearch
Graph Term : market research
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:
[2105] market,research [365] research,report [307] market,size [233] znews,africa [211] stock,market [143] research,market [137] research,inc [136] market,report [135] grand,view [135] view,research Top Word Pairs in Tweet in G1:
[859] market,research [207] research,report [187] market,size [179] znews,africa [92] global,market [84] market,report [83] africa,znews [61] market,expected [58] global,forecast [56] business,research Top Word Pairs in Tweet in G2:
[83] stock,market [62] market,research [60] youtube,channel [60] channel,pa [60] pa,wealth [60] wealth,subscribe [60] subscribe,stock [60] research,investing [60] investing,insights [50] insights,#stocks Top Word Pairs in Tweet in G3:
[98] wanasema,hakuna [98] hakuna,excuse [98] excuse,being [98] being,ignorant [98] ignorant,ila [98] ila,still [98] still,sitaki [98] sitaki,kumhukumu [98] kumhukumu,diamond [98] diamond,aka Top Word Pairs in Tweet in G4:
[79] looking,suitable [79] suitable,candidate [79] candidate,analyst [79] analyst,senior [79] senior,analyst [79] analyst,position [79] position,experienced [79] experienced,doing [79] doing,analysis [79] analysis,market Top Word Pairs in Tweet in G5:
[72] likewise,element [72] element,sustains [72] sustains,russia [72] russia,thug [72] thug,state [72] state,aids [72] aids,putin [72] putin,murderous [72] murderous,regime [72] regime,deny Top Word Pairs in Tweet in G6:
[34] artificial,intelligence [32] znews,africa [26] end,user [25] market,research [25] research,report [21] market,type [19] 2027,pdf [17] 2028,pdf [15] intelligence,ai [15] market,product Top Word Pairs in Tweet in G7:
[63] planning,setup [63] setup,more [63] more,shorts [63] shorts,recover [63] recover,money [63] money,lost [63] lost,recent [63] recent,crash [63] crash,sentiment [63] sentiment,trading Top Word Pairs in Tweet in G8:
[68] wts,sell [49] research,market [49] market,price [47] sell,lfb [47] lfb,# [47] #,jungwoo [47] jungwoo,kolbuk [47] kolbuk,18 [47] 18,offer [47] offer,pair Top Word Pairs in Tweet in G9:
[3] braincuresltd,feixiongcheng [3] feixiongcheng,katherinejwu [3] katherinejwu,carlzimmer [3] carlzimmer,13pt [3] 13pt,busydrt [3] busydrt,_atanas_ [3] _atanas_,peopleb4pharma [3] peopleb4pharma,grav1 [3] grav1,sisterlea [3] comprehensive,research Top Word Pairs in Tweet in G10:
[55] #nocryptotax,gambling [55] gambling,lottery [55] lottery,put [55] put,hard [55] hard,earned [55] earned,money [54] money,give [54] give,time [41] nsitharaman,#nocryptotax [40] pushpendratech,nsitharaman Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
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: