The graph represents a network of 12,525 Twitter users whose recent tweets contained "shopify", 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 Sunday, 19 June 2022 at 05:32 UTC.
The tweets in the network were tweeted over the 6-day, 6-hour, 51-minute period from Sunday, 12 June 2022 at 19:00 UTC to Sunday, 19 June 2022 at 01:51 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 : 9826
Unique Edges : 11526
Edges With Duplicates : 9594
Total Edges : 21120
Number of Edge Types : 5
Replies to : 2560
Mentions : 5105
Tweet : 6135
Retweet : 4557
MentionsInRetweet : 2763
Self-Loops : 6337
Reciprocated Vertex Pair Ratio : 0.0278148049409046
Reciprocated Edge Ratio : 0.0541241570119315
Connected Components : 2474
Single-Vertex Connected Components : 1429
Maximum Vertices in a Connected Component : 4945
Maximum Edges in a Connected Component : 14681
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.797085
Graph Density : 0.000119804703624232
Modularity : 0.521511
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12,525 Twitter users whose recent tweets contained "shopify", 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 Sunday, 19 June 2022 at 05:32 UTC.
The tweets in the network were tweeted over the 6-day, 6-hour, 51-minute period from Sunday, 12 June 2022 at 19:00 UTC to Sunday, 19 June 2022 at 01:51 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 : shopify
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1972] #trending,#shopify [1970] #addtocart,#ecommerce [1970] #ecommerce,#trending [1765] #shopify,#marketplace [1672] #marketplace,#rt [1422] #rt,#whatstrending [1422] #whatstrending,#shop [664] shopify,store [545] #clothingaccessories,#addtocart [482] #homegarden,#addtocart Top Word Pairs in Tweet in G1:
[203] shopify,store [163] star,review [119] #shopify,#ecommerce [105] shopify,website [86] product,description [86] gig,fiverr [82] check,gig [80] #ecommerce,#shopifyplus [69] dropshipping,store [68] #amazon,#ebay Top Word Pairs in Tweet in G2:
[104] ryantrahan,shopify [97] nft,nyc [94] june,22nd [85] baubles,bling [85] bling,shopify [85] #remote,#job [77] event,collaboration [77] collaboration,shopify [74] pudgy,penguins [74] event,night Top Word Pairs in Tweet in G3:
[454] shopify,performance [441] performance,problem [441] problem,losing [441] losing,thousands [441] thousands,dollars [441] dollars,demonstrate [441] demonstrate,shopify's [441] shopify's,poor [441] poor,performance [441] performance,impacting Top Word Pairs in Tweet in G4:
[123] shopify,app [49] shopify,apps [43] shopify,klaviyo [40] klaviyo,looxio [40] looxio,rebuyengine [35] rebuyengine,triplewhale [35] triplewhale,knocommerce [34] app,store [27] story,menu [26] andrespineiroc,shopify Top Word Pairs in Tweet in G5:
[249] #lom,entrepreneur [249] entrepreneur,sneak [249] sneak,peek [249] peek,bring [249] bring,lifestyle [249] lifestyle,passion [249] passion,web3 [249] web3,interact [249] interact,considered [249] considered,wl Top Word Pairs in Tweet in G6:
[34] heybereket,shopify [17] vernalkick,shopify [15] shopify,congrats [9] #woocommerce,#magento [9] plan,enhance [9] enhance,ceo [8] team,shopify [8] shopify,congratulations [7] #shopify,#woocommerce [7] developer,experience Top Word Pairs in Tweet in G7:
[26] shopifysupport,shopify [25] shopify,store [23] #remote,#job [23] shopify,#remotework [22] shopify,shopifysupport [19] shopify,payments [18] #remotework,#vacancy [18] #remotejob,#hiring [17] #vacancy,#remotejob [17] #hiring,#workfromhome Top Word Pairs in Tweet in G8:
[30] app,clip [28] meet,spin [28] spin,shopify's [28] shopify's,cloud [28] cloud,development [28] development,environment [28] environment,complexity [28] complexity,increased [28] increased,laptops [28] laptops,started Top Word Pairs in Tweet in G9:
[125] ebay,walmart [123] #etsy,#shopify [121] app,easiest [121] world's,largest [121] online,#marketplaces [121] #marketplaces,including [121] #amazon,ebay [119] easiest,#brands [119] #brands,#retailers [119] #retailers,list Top Word Pairs in Tweet in G10:
[18] shopify,vs [18] vs,wordpress [17] wordpress,shopify [17] #magento,#shopify [17] online,store [15] #wordpress,#magento [15] kevin_indig,shopify [15] wordpress,better [14] #shopify,#wordpress [14] start,online 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: