The graph represents a network of 3,202 Twitter users whose tweets in the requested range contained "#retailtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 February 2019 at 00:16 UTC.
The requested start date was Friday, 15 February 2019 at 01:01 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 11-day, 7-hour, 7-minute period from Sunday, 03 February 2019 at 17:42 UTC to Friday, 15 February 2019 at 00:50 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 : 3202
Unique Edges : 6353
Edges With Duplicates : 3374
Total Edges : 9727
Number of Edge Types : 3
Mentions : 9010
Tweet : 683
Replies to : 34
Self-Loops : 683
Reciprocated Vertex Pair Ratio : 0.0264374458249061
Reciprocated Edge Ratio : 0.0515130190007037
Connected Components : 254
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 2594
Maximum Edges in a Connected Component : 8915
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.703359
Graph Density : 0.000693197648064774
Modularity : 0.474496
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[708] tech,iot [671] iot,ai [630] ai,retailtech [465] retail,retailtech [400] future,retail [394] innovation,tech [376] ai,iot [341] evankirstel,ipfconline1 [340] ipfconline1,spirosmargaris [338] retailtech,evankirstel Top Word Pairs in Tweet in G1:
[359] ai,retailtech [305] evankirstel,ipfconline1 [303] ipfconline1,spirosmargaris [302] retailtech,evankirstel [295] ai,iot [290] iot,ai [249] tech,iot [237] retailtech,logistics [205] logistics,robotics [205] robotics,ai Top Word Pairs in Tweet in G2:
[108] retail,retailtech [55] fintech,retailtech [54] cxo,radio [54] radio,tv [54] tv,csuite [54] csuite,vc [54] vc,privateequity [54] privateequity,media [54] media,fintech [54] retailtech,corpgov Top Word Pairs in Tweet in G3:
[197] retail,retailtech [129] retailtech,retail [121] home,delivery [121] delivery,groceries [121] groceries,tunnel [121] tunnel,retailtech [121] retail,iot [121] iot,automation [121] automation,futuristic [121] futuristic,evankirstel Top Word Pairs in Tweet in G4:
[331] tech,iot [267] iot,ai [179] innovation,tech [174] ai,retailtech [132] future,retail [120] pbalakrishnarao,future [91] retailtech,fintech [90] retail,smart [90] smart,shopping [90] shopping,carts Top Word Pairs in Tweet in G5:
[136] think,augmented [136] augmented,reality [136] reality,future [136] future,product [136] product,displays [136] displays,nike [134] nike,adidas [133] adidas,shoes [133] shoes,nba [133] nba,lebronjames Top Word Pairs in Tweet in G6:
[16] retail,retailtech [6] retail,technology [5] retailtech,retailers [5] retailtech,ai [5] gt,gt [4] retail,tech [4] top,5 [4] iot,ai [4] retailtech,martech [4] retail,industry Top Word Pairs in Tweet in G7:
[13] wirecard,enables [13] enables,alipay [13] alipay,payments [13] payments,stockmann [13] stockmann,leading [13] leading,luxury [13] luxury,fashion [13] fashion,department [13] department,store [13] store,chain Top Word Pairs in Tweet in G8:
[72] 5,ways [72] ways,pos [72] pos,systems [72] systems,use [72] use,data [72] data,improve [72] improve,sales [72] sales,marketing [72] marketing,pos [72] pos,retail Top Word Pairs in Tweet in G9:
[35] re,recruiting [35] recruiting,product [35] product,owner [35] owner,remote [35] remote,love [35] love,tackle [35] tackle,complex [35] complex,issues [35] issues,come [35] come,up Top Word Pairs in Tweet in G10:
[50] à,à [6] cpg,fmcg [5] cstorenews_,credit [5] robotic,checkout [5] checkout,counters [5] counters,bags [5] bags,groceries [5] groceries,akiko_lawson [5] akiko_lawson,lawson [5] lawson,cstore Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: