Facebook Certified Marketing Science Professional - 200-101 Exam Practice Test

An analyst receives two ad insights data tables.

Which type of join should be used to append the campaign results to campaign specs and keep all records in the campaign specs table?
Correct Answer: A
A soda brand is presented the following results based on a marketing mix model to explain year-over-year sales change.

How should the competitive media value be interpreted?
Correct Answer: C
An ecommerce brand runs a multi-cell Conversion Lift test. The brand needs to determine if bidding in the Facebook auction based on user value calculated from its LTV model versus demographic targeting improves performance by 10%. The p-value for the test is calculated as p = 0.95.
How should the analyst interpret bidding based on user value?
Correct Answer: D
A snack company ran a preliminary simple linear regression analysis to determine channel contributions to sales. The model, coefficients, and data set are as shown. All numerical values are rounded.
Sales(week) = BO (Intercept) + B1 f(FB Video) + B2 f(FB Display) + B3 f(TV) + B4 f(Digital Video)

What are the attributed sales from Facebook for Week 2?
Correct Answer: C
A spa wants to increase awareness of its package holiday deals internationally. It has been investing heavily in influencer marketing and social media campaigns. Its most popular influencer recently posted a video about the retreat that received 500,000 likes in the first day. The spa gained more than 3,000 new followers on its Instagram account.
Given the outcome of this organic post, the spa decides to pull their paid social media campaigns because this spend generates only a quarter of the engagement compared to influencer posts.
What advice should the analyst share about measuring success in this way?
Correct Answer: A
A brand that has traditionally focused on TV campaigns has recently started advertising on digital channels like Facebook and YouTube. The brand manager has advised the company to invest in developing mobile-optimized creative and that its TV ads are too long to perform well online.
A post-campaign analysis was run to assess the relationship between complete video views and video duration in order to make the case that videos with shorter duration tend to achieve a greater number of complete views.
This scatter plot demonstrates the findings of the analysis.

How many of these data points are likely to skew the findings of this analysis?
Correct Answer: A