The graph represents a network of 3,091 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 December 2021 at 01:18 UTC.
The requested start date was Sunday, 19 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 23-hour, 57-minute period from Tuesday, 14 December 2021 at 17:39 UTC to Friday, 17 December 2021 at 17:36 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 : 3091
Unique Edges : 3026
Edges With Duplicates : 12283
Total Edges : 15309
Number of Edge Types : 5
Mentions : 3306
Tweet : 1455
Retweet : 4784
MentionsInRetweet : 5695
Replies to : 69
Self-Loops : 1832
Reciprocated Vertex Pair Ratio : 0.0346340337104595
Reciprocated Edge Ratio : 0.066949341664807
Connected Components : 686
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 1812
Maximum Edges in a Connected Component : 13454
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.029244
Graph Density : 0.000469156199384579
Modularity : 0.275301
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,091 Twitter users whose tweets in the requested range contained "#cx", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 December 2021 at 01:18 UTC.
The requested start date was Sunday, 19 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 23-hour, 57-minute period from Tuesday, 14 December 2021 at 17:39 UTC to Friday, 17 December 2021 at 17:36 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 : GraphServerTwitterSearch
Graph Term : #cx
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:
[2524] #frenchtech,#women [2507] #fashiontech,#ehealth [2502] #women,#fashiontech [2464] #iot,#frenchtech [2459] #cx,#iot [2406] #digital,#cx [2359] #datascientist,#digital [2261] #ehealth,#insurtech [1865] #insurtech,#datascien [1845] chidambara09,#datascientist Top Word Pairs in Tweet in G1:
[2441] #frenchtech,#women [2424] #fashiontech,#ehealth [2419] #women,#fashiontech [2378] #iot,#frenchtech [2376] #cx,#iot [2317] #digital,#cx [2278] #datascientist,#digital [2183] #ehealth,#insurtech [1789] #insurtech,#datascien [1770] chidambara09,#datascientist Top Word Pairs in Tweet in G2:
[79] customer,experience [40] #cx,#customerexperience [31] #customerexperience,#cx [18] learn,more [17] customer,service [17] gt,gt [14] read,more [12] #ux,#cx [12] digital,customer [12] experience,#cx Top Word Pairs in Tweet in G3:
[29] customer,experience [14] #cx,#customerexperience [12] merkle,experts [10] seamless,#cx [10] #cx,requires [10] requires,efficient [10] efficient,#crms [10] #crms,#cdps [10] #cdps,cmswire [10] cmswire,shares Top Word Pairs in Tweet in G4:
[25] customer,experience [23] scott,mckain [23] playing,distinction [23] distinction,radio [23] radio,join [23] join,cutting [23] cutting,edge [23] edge,ideas [23] ideas,#cx [23] #cx,creating Top Word Pairs in Tweet in G5:
[11] consumers,pros [11] pros,fastest [11] fastest,hour [11] hour,twitter [11] twitter,12th [11] 12th,year [11] year,#custserv [11] #custserv,chat [11] chat,tonight [11] tonight,pm Top Word Pairs in Tweet in G6:
[23] #iot,#frenchtech [22] #digital,#cx [22] #cx,#iot [22] #frenchtech,#women [22] #women,#fashiontech [22] #fashiontech,#ehealth [21] #datascientist,#digital [20] #ehealth,#insurtech [19] #insurtech,#datascien [18] chidambara09,#datascientist Top Word Pairs in Tweet in G7:
[20] customer,engagement [19] #ex,#cx [19] custom,glass [19] glass,solutions [19] solutions,enhanced [19] enhanced,team [19] team,collaboration [19] collaboration,customer [19] engagement,capabilities [19] capabilities,8x8 Top Word Pairs in Tweet in G8:
[30] #cx,#automation [20] ready,#data [20] #data,driven [20] driven,#customerengagement [20] #customerengagement,insights [20] insights,those [20] those,front [20] front,lines [20] lines,verint [20] verint,harvardbiz Top Word Pairs in Tweet in G9:
[28] exec,order [28] order,#customerexperience [27] very,thoughtful [27] thoughtful,insights [27] insights,potus [27] potus,biden's [27] biden's,exec [27] #customerexperience,donmoyn [27] donmoyn,pamela_herd [27] pamela_herd,fixing Top Word Pairs in Tweet in G10:
[49] #datascientist,#digital [49] #digital,#cx [49] #cx,#iot [49] #iot,#frenchtech [49] #frenchtech,#women [49] #women,#fashiontech [49] #fashiontech,#ehealth [48] #ehealth,#insurtech [47] chidambara09,#datascientist [47] #insurtech,#datascien Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: