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Project · Columbia University · Fall 2026

City Affordability Analysis

How many hours of work it takes to pay a mortgage in the 10 least affordable U.S. states, and what that means for lenders and budgeting apps.

CourseDigital Media and Analytics

DataMakeover Monday, 2018 Week 47

FocusData analysis and marketing strategy

Slide 1: Title — 01 / 12Title

Slide 2: Overview — 02 / 12Overview

Slide 3: About me — 03 / 12About me

Slide 4: Executive summary — 04 / 12Executive summary

Slide 5: Massachusetts vs. the U.S. — 05 / 12Massachusetts vs. the U.S.

Slide 6: Hours of work by state — 06 / 12Hours of work by state

Slide 7: Share of income by state — 07 / 12Share of income by state

Slide 8: Who is acting — 08 / 12Who is acting

Slide 9: The business cost — 09 / 12The business cost

Slide 10: How marketers can use this — 10 / 12How marketers can use this

Slide 11: Final takeaway — 11 / 12Final takeaway

Slide 12: References — 12 / 12References

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