The graph represents a network of 5,954 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, 03 April 2020 at 10:57 UTC.
The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 3-hour, 44-minute period from Monday, 30 March 2020 at 20:16 UTC to Friday, 03 April 2020 at 00:00 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 : 5954
Unique Edges : 5810
Edges With Duplicates : 1429
Total Edges : 7239
Number of Edge Types : 4
Mentions : 1760
Tweet : 2245
Replies to : 558
MentionsInRetweet : 2676
Self-Loops : 2245
Reciprocated Vertex Pair Ratio : 0.0220338983050847
Reciprocated Edge Ratio : 0.0431177446102819
Connected Components : 1948
Single-Vertex Connected Components : 977
Maximum Vertices in a Connected Component : 239
Maximum Edges in a Connected Component : 346
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.220148
Graph Density : 0.000136101398024307
Modularity : 0.738261
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 5,954 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, 03 April 2020 at 10:57 UTC.
The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 3-hour, 44-minute period from Monday, 30 March 2020 at 20:16 UTC to Friday, 03 April 2020 at 00:00 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:
[1393] market,research [281] research,report [208] covid,19 [159] market,size [142] wet,market [114] games,market [114] research,we've [113] we've,decided [112] important,news [112] news,careful Top Word Pairs in Tweet in G1:
[616] market,research [171] research,report [117] market,size [91] forecast,2023 [79] market,share [76] 2020,2025 [70] 2020,market [68] grand,view [68] view,research [68] research,2020 Top Word Pairs in Tweet in G2:
[65] despite,record [65] record,unemployment [65] unemployment,filings [65] filings,reported [65] reported,morning [65] morning,government [65] government,bonds [65] bonds,credit [65] credit,indices [64] ihsmarkitfinser,despite Top Word Pairs in Tweet in G3:
[117] market,research [112] important,news [112] news,careful [112] careful,games [112] games,market [112] research,we've [112] we've,heard [112] heard,'games [112] 'games,need [112] need,more Top Word Pairs in Tweet in G4:
[9] during,coronavirus [9] coronavirus,outbreak [6] alcohol,sales [5] sales,spike [5] spike,during [5] outbreak,sales [5] sales,alcoholic [5] alcoholic,beverages [5] beverages,rose [5] rose,55 Top Word Pairs in Tweet in G5:
[15] last,week [12] goldmansachs,watch [12] current,bear [12] bear,market [12] peter,oppenheimer [11] market,impacts [11] impacts,rethinking [11] rethinking,work [11] work,during [11] during,pandemic Top Word Pairs in Tweet in G6:
[2] shevyuk,dominicward_ [2] dominicward_,doc_scot [2] doc_scot,karenob100 [2] karenob100,venneramanda [2] venneramanda,stephjdowney [2] stephjdowney,paigeysue [2] paigeysue,networklouise [2] networklouise,crichtonjones [2] done,tags [2] market,research Top Word Pairs in Tweet in G7:
[70] best,chinese [70] chinese,negligence [70] negligence,worst [70] worst,chinese [70] chinese,malfeasance [70] malfeasance,wuhan [70] wuhan,centre [70] centre,disease [70] disease,control [70] control,found Top Word Pairs in Tweet in G8:
[60] research,suggests [60] suggests,industrial [60] industrial,livestock [60] livestock,factory [60] factory,farming [60] farming,wet [60] wet,markets [60] markets,origin [60] origin,#covid19 [59] joannablythman,research Top Word Pairs in Tweet in G9:
[5] research,quoted [5] quoted,day [5] day,bbcbreakfast [5] bbcbreakfast,bbcnews [5] bbcnews,day [5] day,rishisunak [5] rishisunak,aloksharma_rdg [5] aloksharma_rdg,please [4] thecfn,research [2] markplackett1,43a6f0ce5dac4ea Top Word Pairs in Tweet in G10:
[19] everestgroup,research [18] robotic,process [18] process,automation [18] automation,booming [18] booming,everestgroup [18] research,rpa [18] rpa,market [18] market,reached [18] reached,700 [18] 700,million 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 G6:
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 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: