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Facebook Advertising / Marketing: Best Metrics, ROI, Business Value

Occam's Razor

FBe's recommendation was (paraphrasing a 35 min talk): Don't invent new metrics, use online versions of Reach and GRPs to measure success. It is possible to get good test and control groups (type of population, existing brand awareness, market penetration, competitive structures) for our experiments. Metrics are a problem.

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Here’s Why Automation For Data Lakes Could Be Important

Smart Data Collective

Analytics Magazine notes that data lakes are among the most useful tools that an enterprise may have at its disposal when aiming to compete with competitors via innovation. When dealing with an offline test case of data, efficiency in loading and processing that data is a lot less important than doing so in real-time while the system is live.

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A Guide to Building Better Data Products

Juice Analytics

However, the data was essentially stored in old copies of the paper magazine, not a format that was conducive to delivering insights to their target audience. (3) Industry expertise to bring understanding of best practices, presentation of the best metrics, analysis of the data, and thoughtful recommendations. It's a big load.

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EU Cookie / Privacy Laws: Implications On Data Collection And Analysis

Occam's Razor

My hope is to simply help you internalize the impact of these decisions on reports, which metrics might be impacted and which will be fine, as well as what types of decisions you can still make with confidence and which decisions you might make with a grain of salt. Implication on the Visits metric: You get the best case scenario of a Visit.

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Breaking Silos: Passive Consumption + Active Engagement FTW!

Occam's Razor

Geico purchases every kind of ad: TV spots, radio ads, billboards (OOH), digital displays (video, online,– social media), print (magazines, newspaper, your cousin's Christmas letter), and so much more. Can we test different spending levels in that market? Was that a great ad? Thus delivering a positive, but local, maxima.

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YouTube Marketing And Analytics: A Primer For Magnificent Success

Occam's Razor

Some have experimented with virality ( Pepsi Test Drive or Dove Beauty , etc.), I have TV for shouting, I have Facebook for Social, I have Vogue magazine because my wife reads it, I have Google for Search. This is just like buying ads in Time, Fortune or Puppy Chow magazines simply based on who you believe reads those magazines.

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Bringing MMM to 21st Century with Machine Learning and Automation?

DataRobot Blog

Historically, this analysis was applied to traditional offline media channels: TV, radio, print (magazines, newspaper), out-of-home (billboards and posters), etc. Media data (usually weekly): media costs, media ratings generated (TVRs, magazine copies, digital impressions, likes, shares, etc.), Classical Modeling Considerations.