On a recent webinar, I was walking through the basics of how to get started in marketing data science, and the top question, the most frequent question I received was, “What tools are you using?”
This should have been the third most frequent question, not the first.
Tools are just that – tools. Instruments. Implements. Utensils. Appliances. In business, in marketing, we suffer from the illusion that if we just have the right tools, magic happens and we get results. While there’s no doubt that the right tools do make a difference, they are secondary to the most important part: you.
Think about it from a cooking angle. Say you want to make a cheese omelette. What tools will you need? Well sure, you’ll need a pan. You’ll need a spatula. That’s about it.
What else do you need for the omelette? Eggs. Cheese. Maybe some salt and pepper. A bit of chopped herbs if you want to get super fancy. Not a lot of ingredients here, right?
What happens if you put all the ingredients out and all the equipment out?
Nothing.
Unless you know how to cook, unless you know how to make an omelette, what an omelette’s supposed to look like, how long to cook the eggs over what heat, etc., nothing will happen. The pan won’t cook the omelette itself.
Extend this analogy to data science. Yes, you should have some of the basic tools. Yes, you should have data to work with, preferably good quality. But most of all, you need to know how to do the statistics, the analysis, the hypothesis testing – the skills.
Most things in life require the trifecta of skills, tools, and ingredients/materials. Place your focus on the skills first and foremost! Just as a master chef can make delicious food from average ingredients and equipment, so can you deliver outstanding results from average tools and data if you have the skill to do so.
Make learning the priority. Make you the focus.
This week’s Bright Idea is the Agorapulse Social Success Summit, Season 3. It’s a free online conference with a twist: unlike traditional online conferences that have schedules you need to follow, the Social Success Summit is like a season of a show on Netflix. The entire thing is available for four weeks, and you can binge in any order, any session that you like. Watch 38 different sessions, including ours on competitive social media analysis, totally for free.
Sign in and binge watch Season 3 now!
This week’s Rear View Mirror looks at the top videos on YouTube year to date. Looking at over 15,000 YouTube videos that have had 100 views or more, what do we see?
When broken out by decile (10% brackets), we see that it’s still very much a powerlaw curve – the top videos garner the lion’s share of views and engagements. However, there’s plenty of opportunity for videos and channels at lower levels – and as with so many other social networks, when your audience size is smaller, your engagements tend to be higher. On YouTube thus far, the top engagement rate is 6.27% for the smallest decile – a massive leap ahead of other social networks where engagement rates for small accounts can be under 1%, sometimes substantially.
The key takeaway? Just because you’re not one of the whales on YouTube doesn’t mean it won’t work for your brand. If you haven’t already ramped up your video strategy, now is the time to do so, while opportunity for awareness and engagement is still rich. But act sooner rather than later; when compared to our October 2019 data, engagement has dropped at the lowest decile from 10.15% to 6.27% – a 38% decrease. Take advantage of the audience while you can.
Methodology Disclosure: Trust Insight s used Talkwalker’s software to extract 15,720 videos with 100 views or more, based on the use of the keyword ‘the’ in the title or description. Because of the filtering, there is a bias towards videos partially or wholly in the English language. The timeframe of the data is January 1, 2020 – February 18, 2020. The date of data extraction was February 18, 2020. Trust Insights is the sole sponsor of the study and neither gave nor received compensation for data used, beyond applicable service fees to software vendors.
- 1 Question Survey from Trust Insights (January 2020)
- Instant Insights: The Video-First Transmedia Content Framework
- {PODCAST} In-Ear Insights: Marketing Analytics, Ethics, and Data Privacy
- Staying relevant in your job
- Marketing Analytics, Data Science and Leadership February 17, 2020 Week In Review
- Ask a “Silly” Marketing Analytics Question
- 2020 Data-Driven Marketing Trends Report
Shiny Objects is a roundup of the best content you and others have written and shared in the last week.
Social Media Marketing
- As Instagram tests IGTV ads, it will need to get influencers on board via Digiday
- 8 Ways to Build Your Influence Adweek
- How to Make Your Instagram Stories Better Than Everyone Else’s
Media and Content
- Avoid the Heartbreak of Lengthy Strategies, Expert Assumptions, and More
- Want More Business? Narrow Content Focus to Targeted Accounts
- 8 Tips For Pitching B2B Tech Stories via Crenshaw Communications
Tools, Machine Learning, and AI
- 28% of ‘CX leaders’ are planning to invest in AI in 2020 Econsultancy
- Tomorrows Machine Learning Today: Topological Data Analysis, Embedding, and Reinforcement Learning via insideBIGDATA
- When it Comes to Neural Networks, Weve Only Scratched the Surface via ReadWrite
Analytics, Stats, and Data Science
- R For Data Science Book Gets tidyr 1.0.0 Friendly via Python and R Tips
- How To Make Lower Triangle Heatmap with Correlation Matrix in Python? via Python and R Tips
- A Preliminary Framework for Product Impact-Weighted Accounts via Harvard Business School Working Knowledge
SEO, Google, and Paid Media
- How to Use Google Analytics to Improve SEO Performance
- What is SEO Content? How to Write Content that Ranks
- How to Get Your Web Developer on Board with SEO via Whiteboard Friday via Moz
Business and Leadership
- The average enterprise uses 1,295 cloud services via Chief Marketing Technologist
- Top 3 European Countries Hit 100,000 GDPR Data Breaches so far
- Why Omni-channel Personalization Is the Future of Marketing via Knowledge@Wharton
Got a “Silly” Question?
One of the things we’ve found with friends and colleagues is that you have questions you don’t feel comfortable asking in front of your peers for fear of appearing less knowledgeable. We all have those questions – they start with phrases like, “I really should know this but…” or “I’m so embarrassed to ask this, but…”
So we’ve put up a page where you can ask those questions anonymously, and we’ll answer them here or on our blog, podcast, YouTube channel, newsletter, etc. without ever naming names.
If you’ve got a question that you want to ask privately/anonymously, go ahead and ask it here!
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Upcoming Events
Where can you find us in person?
- Agorapulse Social Success Summit 3.0, February 2020, Online
- Social Media Marketing World, March 2020, San Diego, CA
- MarTech West, April 2020, San Jose, CA
- ContentTech Summit, April 2020, San Diega, CA
- HELLO Conference, April 2020, New Jersey
- Women in Analytics, June 2020, Columbus, OH
- MAICON 2020, July 2020, Cleveland, OH
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