The graph represents a network of 3,196 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 20:01 UTC.
The requested start date was Saturday, 16 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, 8-hour, 16-minute period from Monday, 04 February 2019 at 16:43 UTC to Saturday, 16 February 2019 at 01:00 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 : 3196
Unique Edges : 6460
Edges With Duplicates : 3453
Total Edges : 9913
Number of Edge Types : 3
Mentions : 9191
Tweet : 689
Replies to : 33
Self-Loops : 689
Reciprocated Vertex Pair Ratio : 0.0264167021729868
Reciprocated Edge Ratio : 0.0514736405147364
Connected Components : 248
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 2610
Maximum Edges in a Connected Component : 9133
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.864054
Graph Density : 0.000707750885790337
Modularity : 0.49776
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[591] tech,iot [586] iot,ai [552] ai,retailtech [465] retail,retailtech [386] future,retail [386] innovation,tech [369] evankirstel,ipfconline1 [368] ipfconline1,spirosmargaris [366] retailtech,evankirstel [357] ai,iot Top Word Pairs in Tweet in G1:
[233] iot,ai [193] ai,iot [192] retailtech,logistics [184] ai,retailtech [182] robotics,ai [181] logistics,robotics [178] tech,iot [178] conveyor,belt [178] belt,omnidirectional [178] omnidirectional,change Top Word Pairs in Tweet in G2:
[98] retail,retailtech [61] fintech,retailtech [60] cxo,radio [60] radio,tv [60] tv,csuite [60] csuite,vc [60] vc,privateequity [60] privateequity,media [60] media,fintech [60] retailtech,corpgov Top Word Pairs in Tweet in G3:
[313] evankirstel,ipfconline1 [312] ipfconline1,spirosmargaris [311] retailtech,evankirstel [206] spirosmargaris,haroldsinnott [160] ai,retailtech [129] ai,iot [122] haroldsinnott,paula_piccard [122] paula_piccard,mclynd [119] robotic,delivery [119] delivery,dogs Top Word Pairs in Tweet in G4:
[174] retail,retailtech [107] home,delivery [107] delivery,groceries [107] groceries,tunnel [107] tunnel,retailtech [107] retailtech,retail [107] retail,iot [107] iot,automation [107] automation,futuristic [107] futuristic,evankirstel Top Word Pairs in Tweet in G5:
[276] tech,iot [234] iot,ai [174] innovation,tech [154] ai,retailtech [137] future,retail [136] pbalakrishnarao,future [105] retailtech,fintech [105] retail,smart [105] smart,shopping [105] shopping,carts Top Word Pairs in Tweet in G6:
[132] think,augmented [132] augmented,reality [132] reality,future [132] future,product [132] product,displays [132] displays,nike [130] nike,adidas [129] adidas,shoes [129] shoes,nba [129] nba,lebronjames Top Word Pairs in Tweet in G7:
[27] ai,innovation [26] innovation,tech [23] tech,business [22] founder,startup [22] startup,ai [21] success,technology [21] technology,iot [21] iot,marketing [20] entrepreneur,founder [20] business,success Top Word Pairs in Tweet in G8:
[17] retail,retailtech [6] retail,technology [5] retailtech,retailers [5] retailtech,ai [5] gt,gt [4] retail,tech [4] iot,ai [4] top,5 [4] new,retail [4] retail,industry Top Word Pairs in Tweet in G9:
[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 G10:
[112] 5,ways [112] ways,pos [112] pos,systems [112] systems,use [112] use,data [112] data,improve [112] improve,sales [112] sales,marketing [112] marketing,pos [112] pos,retail Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: