The graph represents a network of 126 Twitter users whose recent tweets contained "#DigitalRetail2020", 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 Wednesday, 16 December 2020 at 11:14 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 34-minute period from Monday, 07 December 2020 at 18:37 UTC to Wednesday, 16 December 2020 at 11:11 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 : 126
Unique Edges : 476
Edges With Duplicates : 1785
Total Edges : 2261
Number of Edge Types : 5
Retweet : 353
Tweet : 151
Mentions : 526
MentionsInRetweet : 1176
Replies to : 55
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.222780569514238
Reciprocated Edge Ratio : 0.364383561643836
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 120
Maximum Edges in a Connected Component : 2254
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.074382
Graph Density : 0.0463492063492063
Modularity : 0.131803
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 126 Twitter users whose recent tweets contained "#DigitalRetail2020", 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 Wednesday, 16 December 2020 at 11:14 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 34-minute period from Monday, 07 December 2020 at 18:37 UTC to Wednesday, 16 December 2020 at 11:11 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 : #DigitalRetail2020
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:
[128] 16,diciembre [124] #ecommerce,#marketingdigital [118] #digitalretail2020,retailcrm_es [86] victoria,moya [76] alfredovela,facchinjose [74] marketing,digital [70] conferencia,online [69] #digitalretail2020,mañana [68] diciembre,regístrate [65] ecommerce,marketing Top Word Pairs in Tweet in G1:
[51] #digitalretail2020,mañana [28] #ecommerce,#marketingdigital [22] #digitalretail2020,retailcrm_es [17] #retail,futuro [16] #marketingdigital,crear [15] crear,#retail [15] 16,diciembre [13] 17h,#espana [13] #espana,13h [13] 13h,#argentina Top Word Pairs in Tweet in G2:
[73] 16,diciembre [53] victoria,moya [50] #ecommerce,#marketingdigital [47] marketing,digital [47] alfredovela,facchinjose [41] ecommerce,marketing [41] #digitalretail2020,retailcrm_es [40] jorgegonzalezm9,matrabado [40] matrabado,alfredovela [39] diciembre,regístrate Top Word Pairs in Tweet in G3:
[30] #digitalretail2020,retailcrm_es [19] 16,diciembre [15] #ecommerce,#marketingdigital [14] conferencia,gratuita [12] conferencia,online [9] #digitalretail2020,#seohashtag [8] retailcrm_es,conferencia [8] analisis,audiencias [8] audiencias,#digitalretail2020 [8] #retail,futuro Top Word Pairs in Tweet in G4:
[27] #ecommerce,#marketingdigital [25] #digitalretail2020,#transformaciondigital [24] #digitalretail2020,retailcrm_es [18] 16,diciembre [18] victoria,moya [15] evento,#digitalretail2020 [14] #digitalretail2020,mañana [14] llegar,mañana [14] mañana,#internet [13] descubre,llegar Top Word Pairs in Tweet in G5:
[15] #digitalretail2020,#seohashtag [14] analisis,audiencias [13] audiencias,#digitalretail2020 [10] #seo,#socialmedia [10] top,hashtags [8] #seohashtag,vivianfrancos [8] vivianfrancos,#seo [7] nodexl,activithink [7] #clickseo,#digitalretail2020 [6] evento,#digitalretail2020 Top Word Pairs in Tweet in G6:
[4] #customerengagement,#customerexperience [4] #customerexperience,#paperless [4] #paperless,#digitalretail2020 [4] #digitalretail2020,#retail [4] #retail,#innovation [4] #innovation,#saturdaymotivation [3] switch,#smartreceipts [3] #smartreceipts,more [3] more,interactive [3] interactive,reduces Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: