The graph represents a network of 209 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 Friday, 18 December 2020 at 09:43 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 12-minute period from Wednesday, 09 December 2020 at 13:47 UTC to Friday, 18 December 2020 at 07:59 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 : 209
Unique Edges : 638
Edges With Duplicates : 4772
Total Edges : 5410
Number of Edge Types : 5
MentionsInRetweet : 2439
Mentions : 1394
Retweet : 1188
Replies to : 144
Tweet : 245
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.181818181818182
Reciprocated Edge Ratio : 0.307692307692308
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 5405
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.220959
Graph Density : 0.0254186602870813
Modularity : 0.101696
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 209 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 Friday, 18 December 2020 at 09:43 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 12-minute period from Wednesday, 09 December 2020 at 13:47 UTC to Friday, 18 December 2020 at 07:59 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:
[488] #ecommerce,#marketingdigital [427] #digitalretail2020,retailcrm_es [353] #digitalretail2020,#ecommerce [315] #marketingdigital,#transformaciondigital [157] victoria,moya [128] conferencia,online [122] 16,diciembre [97] #ecommerce,#pymes [90] gusta,compra [85] juan,carlos Top Word Pairs in Tweet in G1:
[249] #digitalretail2020,retailcrm_es [193] #ecommerce,#marketingdigital [150] #digitalretail2020,#ecommerce [120] #marketingdigital,#transformaciondigital [89] victoria,moya [88] #ecommerce,#pymes [63] 16,diciembre [60] #digitalretail2020,juancmejiallano [59] vivo,#ecommerce [55] conferencia,online Top Word Pairs in Tweet in G2:
[23] 16,diciembre [21] #ecommerce,#marketingdigital [19] #digitalretail2020,retailcrm_es [18] conferencia,online [18] online,#digitalretail2020 [15] victoria,moya [13] diciembre,regístrate [13] marketing,digital [12] #ventasonline,#webinargratuito [12] #webinargratuito,#ecommerce Top Word Pairs in Tweet in G3:
[119] #digitalretail2020,retailcrm_es [84] #ecommerce,#marketingdigital [52] #digitalretail2020,mañana [34] conferencia,online [34] #digitalretail2020,#ecommerce [27] victoria,moya [26] #digitalretail2020,conferencia [25] vemos,directo [25] #marketingdigital,#transformaciondigital [23] retailcrm_es,vemos Top Word Pairs in Tweet in G4:
[184] #ecommerce,#marketingdigital [161] #marketingdigital,#transformaciondigital [160] #digitalretail2020,#ecommerce [40] juan,carlos [40] carlos,mejía [39] mejía,llano [37] llano,juancmejiallano [36] gusta,compra [35] #transformaciondigital,juan [33] #transformaciondigital,estrategia Top Word Pairs in Tweet in G5:
[19] analisis,audiencias [19] #digitalretail2020,#seohashtag [17] audiencias,#digitalretail2020 [14] #seo,#socialmedia [9] #seohashtag,vivianfrancos [9] vivianfrancos,#seo [9] top,hashtags [7] evento,#digitalretail2020 [7] #digitalretail2020,retailcrm_es [7] #clickseo,#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: