Comparative Analysis of the Level of Engagement for Four Twitter Accounts: @KDNuggets (Big Data) @GilPress @Forbes @pharma_BI @AVIVA1950

@KDNuggets Covering #AI, #Analytics, #BigData, #DataMining, #DataScience, #MachineLearning, #DeepLearning. Founded by computer scientist Gregory Piatetsky-Shapiro, PhD the “Pioneering Father” of the Data Mining Discipline @GTE Labs in the mid 90s.
@GilPress @Forbes Lead Reporter @Forbes on #Big Data, #Analytics, #AI and Blog launcher of http://whatsthebigdata.com/
@pharma_BI Official Twitter Account of Leaders in Pharmaceutical Business Intelligence (LPBI) Group: e-Scientific Publishers
@AVIVA1950 Professional Twitter Account of Aviva Lev-Ari, PhD, RN

Data Updated on 4/15/2019

Account	Tweets (thousands)	Likes (hundreds)	Likes:Tweet	Following (hundreds)	Followers (hundreds)	Followers:Follow	Lists	Insights
Kdnuggets	55.8	6.42	0.12	4.13	1450	351.09	14	most followers, least likes, most tweets
AVIVA1950	9.02	36.59	4.05	14.62	3.91	0.27	n/a	most likes per tweet, least followers per follow, least tweets
pharma_BI	24.8	30.88	1.25	8.38	5.14	0.61	n/a	most likes
GilPress	34.6	24.99	0.72	34.87	217	6.22	2	least likes per tweet

Extra Insights: more lists correlates to more followers, fewer tweets correlates to higher likes per tweet


Account	Following (hundreds)	Followers (hundreds)	Followers:Follow
KKD Nuggets	4.13	1450	351.09
AVIVA1950	14.62	3.91	0.27
pharma_BI	8.38	5.14	0.61
GilPress	34.87	217	6.22

Data retrieved on 2/24/2019

Graph prepared by Alex Crystal, University of Rochester ’22 Data Science Major

Account	Tweets	Following	Followers	Likes	Likes:Tweet	Followers:Follow	Insights
@KDNuggets #BigData, #DataMining,	54,800	410	142,000	631	0.0115	346.34	most followers, least “Likes”, most tweets, least “Likes” per tweet
@AVIVA1950 Among 362 Followers, am mostly honored to be followed by: Technion Israel, Broad Institute @MIT @Harvard, NFCR, Technion T³ BCM_CVRI, Discovery on Target (CHI), Partners Innovation (@MGH, @BWH), PM Conference @Harvard	8,133	1419	362	2912	0.3580	0.26	most “Likes” per tweet, least followers per follow, least tweets, Fewer tweets correlates to highest “Likes” per tweet
@pharma_BI	24,600	836	507	3033	0.1233	0.61	most likes
@GilPress @Forbes	34,500	3419	21,600	2461	0.0713	6.32