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Metal VS Shingle Roofing

When it comes to protecting your home, the roof is your first line of defense against the elements. For decades, asphalt shingles have been the go-to choice for homeowners due to their low upfront cost and ease of installation. However, as building technology has advanced and extreme weather events become more frequent, many are starting to look at their roof as a long-term investment rather than a recurring expense. The debate between these two materials often boils down to a “now vs. later” mentality. While shingles are budget-friendly in the short term, metal roofing has emerged as the superior choice for those who want a “once-and-done” solution. In 2026, the transition toward metal is accelerating, driven by its unmatched longevity, energy efficiency, and modern aesthetic. Understanding the nuances of each material is the key to making a choice that fits both your current budget and your home’s future value. Longevity: The 50-Year Gap The most ...

Limited data | Help with KPIs

Hello there! First time poster in this community.

I have to present performance insights to a recent client and I have limited data.

I need help coming up with what KPIs that would be relevant having only this data available:

Post ID Share Date Share Time Post Type Clicks on Facebook
1 12/05/2019 8:23:57 Fully Automated 14,297
2 12/05/2019 9:22:23 Fully Automated 23,829
3 12/05/2019 11:37:03 Manual 3,610

What would you recommend presenting?

Thanks for your help.

submitted by /u/Devils_LittleSister
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