The graph represents a network of 3,964 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 Sunday, 08 May 2022 at 00:25 UTC.
The requested start date was Sunday, 08 May 2022 at 00:01 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 5-day, 8-hour, 35-minute period from Monday, 02 May 2022 at 09:03 UTC to Saturday, 07 May 2022 at 17:38 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 : 3964
Unique Edges : 4101
Edges With Duplicates : 10567
Total Edges : 14668
Number of Edge Types : 5
Retweet : 3709
MentionsInRetweet : 4925
Mentions : 3898
Tweet : 2054
Replies to : 82
Self-Loops : 2622
Reciprocated Vertex Pair Ratio : 0.0437660904744391
Reciprocated Edge Ratio : 0.083861874559549
Connected Components : 895
Single-Vertex Connected Components : 568
Maximum Vertices in a Connected Component : 2219
Maximum Edges in a Connected Component : 11850
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.065178
Graph Density : 0.00036131389927974
Modularity : 0.351282
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,964 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 Sunday, 08 May 2022 at 00:25 UTC.
The requested start date was Sunday, 08 May 2022 at 00:01 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 5-day, 8-hour, 35-minute period from Monday, 02 May 2022 at 09:03 UTC to Saturday, 07 May 2022 at 17:38 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:
[1466] #cx,#women [1445] #healthtech,#datascientist [1421] #women,#ehealth [1392] #ehealth,#ces2023 [1166] #digitalhealth,#startups [1160] #startups,#cx [961] chidambara09,#healthtech [875] #ai,#digitalhealth [860] #datascientist,#iot [850] #iot,#ai Top Word Pairs in Tweet in G1:
[93] customer,experience [48] keep,customers [46] #customerexperience,#cx [46] excellent,service [46] customers,coming [45] single,important [45] important,thing [45] thing,offer [45] offer,business [45] business,excellent Top Word Pairs in Tweet in G2:
[1215] #cx,#women [1200] #healthtech,#datascientist [1188] #women,#ehealth [1172] #ehealth,#ces2023 [962] #digitalhealth,#startups [961] #startups,#cx [747] chidambara09,#healthtech [711] #ai,#digitalhealth [700] #datascientist,#iot [694] #iot,#ai Top Word Pairs in Tweet in G3:
[183] #cx,#custserv [81] #custserv,#ex [68] customer,experience [67] #ex,#rox [62] #daos,#nfts [58] #custserv,#custexp [54] #rox,#experienceeconomy [49] #designthinking,#infinitejourneys [46] #defi,#daos [45] #custexp,#designthinking Top Word Pairs in Tweet in G4:
[202] #cx,#women [196] #healthtech,#datascientist [187] #women,#ehealth [174] #ehealth,#ces2023 [172] #digitalhealth,#startups [168] chidambara09,#healthtech [166] #startups,#cx [145] gave,kred [145] kred,#influence [138] #ai,#digitalhealth Top Word Pairs in Tweet in G5:
[53] customer,experience [36] #cx,#ex [30] 2022,#ax100 [28] status,quo [26] leaders,breaking [26] breaking,status [26] quo,deliver [24] deliver,growth [23] #ax100,leaders [20] constellationr,2022 Top Word Pairs in Tweet in G6:
[113] لتوفير,#خدمة_العملاء [113] #خدمة_العملاء,الفعالة [113] الفعالة,و [113] و,#تجربة_العميل [113] #تجربة_العميل,الخلاقة [113] الخلاقة,يجب [113] يجب,أن [113] أن,تعمل [113] تعمل,على [113] على,provide Top Word Pairs in Tweet in G7:
[47] gt,gt [25] #cx,experts [24] 24,25 [21] ready,connect [21] connect,thousands [21] thousands,#cx [21] experts,#ilive22 [21] miss,chance [21] chance,inspired [21] inspired,speakers Top Word Pairs in Tweet in G8:
[43] #ai,#machinelearning [33] #bigdata,#datascience [31] #abdsc,#bigdata [27] #iot,#iotpl [26] #bigdata,#iot [25] #machinelearning,#bigdata [23] #datascience,#ai [23] role,#datascience [23] #datascience,app [23] app,development Top Word Pairs in Tweet in G9:
[13] #helpyio,#customersupport [13] #customersupport,#customersupportsoftware [13] #customersupportsoftware,#cx [11] #cx,#helpdesk [8] #helpdesk,#supportsoftware [8] #supportsoftware,#gdpr [8] #gdpr,#ccpa [7] product,content [7] content,levier [7] levier,confiance Top Word Pairs in Tweet in G10:
[16] production,sales [15] #ucaas,help [15] help,improve [15] improve,production [15] sales,#cx [15] #cx,processes [15] processes,automobile [15] automobile,industry [15] industry,bet [15] bet,sangoma Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: