Comparative Analysis of the Level of Engagement for Four Twitter Accounts:
- @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
The comparative analysis of Engagement includes outcomes on the following five indicators:
- Number of Tweets
- Number of Following
- Number of Followers “Likes”
- Ratio of “Likes” to Tweets
- Ratio of Followers to Following
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 | |
The Higher the Ratio of “Likes” to Total Number of Tweets,
the Higher the Level of Engagement
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 | 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 | 34,500 | 3419 | 21,600 | 2461 | 0.0713 | 6.32 | ||
SOURCE
Other Related articles:
- Mostly HONORED to be followed by [from an Excerpt of 117 Followers of the Twitter Account @AVIVA1950 from the List of 359 Followers by the Number of their Followers on 2/24/2019
- Excerpt of 117 Followers of @AVIVA1950 (from the List of 359 Followers) by the Number of their Followers
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