Ian Kennedy's Avatar

Ian Kennedy

@mappymonday.bsky.social

Data Scientist | Exploring the Housing & GIS Nexus | Rhode Island

36 Followers  |  50 Following  |  11 Posts  |  Joined: 24.11.2024  |  1.488

Latest posts by mappymonday.bsky.social on Bluesky

Post image

#SpatialSunday! As of 2023, ~26% of 25-29 year-olds in the U.S. live in a household headed by a parent or grandparent. Like most housing stats, geography plays a major role:

14.09.2025 15:16 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Post image Post image Post image Post image

#MappyMonday! Today’s housing gridlock is built on yesterday’s mortgage rates. Sub-5% loans continue to anchor prospective sellers across the country:

As of 1Q25, 71.3% of active single-family mortgages carry a rate under 5%, down 0.6% from 4Q24. Over half (53.4%) are locked in below 4%.

30.06.2025 13:33 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 2
Post image

#MappyMonday! With conversations heating up around budget cuts to higher education, where do college and university employees make up the largest share of the adult workforce (18+)? @jbrec.com has the answers:

#jbrec #housing #realestate #economics #DOGE #college #gis #maps #geography #cartography

16.06.2025 16:26 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 1
Post image Post image

#MappyMonday! In single-family new construction, siding choicesβ€”vinyl, brick, stucco, etc.β€”are shaped by geography. Which regions prefer which? @jbrec.com has the answers.

Source: US Census Bureau, Survey of Construction, 2024 Characteristics of New Housing (www.census.gov/construction...).

09.06.2025 15:24 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

#TopographicalTuesday and belated #MappyMemorialDay! Where are 15-year (or shorter) fixed-rate mortgages most common among existing single-family mortgage holders? See below:

@jbrec.com clients can reach out for access to the underlying data!

27.05.2025 14:01 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

#MappyMonday! Where are residential electricity prices rising (or falling) the fastest across the U.S.? @jbrec.com has the answers:

Source: lnkd.in/eyRiXeKs

Note: February 2025 vs February 2024

#jbrec #realestate #housing #utilities #electricity #inflation #gis #maps #geography #cartography

19.05.2025 17:36 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 2
Post image Post image

#MappyMonday! Recent stock market fluctuations have dented retirement accounts, prompting many retirees to pull back on discretionary spending. So, where are retirees drawing the largest retirement paychecks (excl. social security)? @jbrec.com has the answers:

05.05.2025 16:15 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

#MappyMonday (from yesterday)! Housing affordability maps often use median income as a benchmark, but that measure usually includes homeowners, which can blur the picture for renter households. So, where is affordability most strained among the renter population? See below:

#housing #realestate

22.04.2025 10:35 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

#MappyMonday! The Northeast has the oldest homes in the U.S. (in terms of when they were built). When it comes to effective ageβ€”a measure of how old a home is structurally/functionallyβ€”the picture looks different. So where are homes functionally the "oldest" and most in need of repairs? See below πŸ‘‡

14.04.2025 12:11 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image Post image Post image

#MappyMonday What’s keeping homeowners in place? πŸ‘‰ Mortgage rates under 5%:

As of 4Q24, 72.1% of outstanding single-family mortgages are sitting on a mortgage rate below 5%, down 0.8% from 3Q24. Over half (54.1%) have a rate under 4%.

Source: lnkd.in/e3uXGdHj

#realestate #housing #economics #gis

07.04.2025 12:29 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 1
Post image

#MappyMonday! With recent discussions around federal workforce reductions, where do federal government employees (excluding military personnel and USPS workers) make up the largest share of the 18+ labor force? @jbrec.bsky.social has the answers:

#jbrec #housing #realestate #economics #gis #maps

31.03.2025 16:21 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

@mappymonday is following 20 prominent accounts