The Aridalia research library

Five datasets.
One state.

The climate, the machines, the owners and the consequences. Original analysis of open data, focused on Florida.

Laptop with Florida climate charts beside the water, in a blue editorial engraving style
Five datasets, one state.
The five datasetsClimate / Machines / Owners / Consequences
01Climate · NOAA

Florida humidity, thirty years of NOAA data

Hourly station records for five cities: Key West, Miami, Tampa, Orlando and Jacksonville. Two windows: 2015 to 2024 for all five, and 1995 to 2024 for the three largest metros. Key West holds a dew point above 70°F for more than 200 days a year, and through the summer the dew point sits at 73 to 75°F across every major metro in the state. The city pages under humidity are built directly on this extract.

30 yr

1995–2024 for three metros.
2015–2024 for all five cities.

Read the NOAA analysis
02Safety · CPSC

Which dehumidifiers caught fire

11.9mU.S. units covered by nine recall actions

The full CPSC recall record and the SaferProducts complaint dump, filtered to dehumidifiers. Nine recall actions between 2001 and 2023, covering roughly 11.9 million units in the United States, every one of them for overheating or fire. Three factories account for about 9.7 million of that total. Complaints in the database are submissions filed by consumers, not confirmed defects.

See the recall history
03Efficiency · ENERGY STAR

The ENERGY STAR register: 535 certified models

535certified models in the register

The complete certified products register, pulled directly rather than browsed. Tested portable capacity stops at 50.0 pints per day, and 128 brand names trace back to 75 filing companies. The register is also where the multi-brand families become visible: one filing, several labels.

Open the register breakdown
04Owner experience · UC San Diego

62,317 owner reviews

62,317dehumidifier owner reviews

Our analysis of the Amazon Reviews 2023 research dataset from the McAuley Lab at UC San Diego. Noise is a common theme in the Florida slice: 15.6% of reviews against 9.9% nationally. On top of the state cohort we counted cohorts by where the machine stands, in condos and apartments, in bedrooms and in garages. Aggregates only, no quoted reviews.

See the review analysis
05Water damage · FEMA / NFIP

Florida water damage hotspots

448,536Florida flood claims

448,536 NFIP flood claims from 1978 to 2026, worth $19.31 billion. Houses built before 1980 account for 71.4% of the money. Basements make up 0.6% of the register for the entire state, and slab-on-grade houses carry a median payout seven times higher than a house on pilings.

Open the claims map
Beyond the five

The people and companies behind the work.

Alongside the five datasets, we examine Florida licensing records and the companies behind dehumidifier brands.

The market · Florida licence register

Mold remediators by county

5,306active licences
3,936people
12counties without a remediator

Florida publishes an open register of every licensed mold assessor and remediator in the state. We counted it: 5,306 active licenses held by 3,936 people, because one person in three holds both. Twelve counties have no active remediator on the books. Broward runs 1.57 times ahead of neighbouring Miami-Dade per head of population, and we tested three explanations without finding one. The state overwrites this file weekly and keeps no archive, so a time series only exists if somebody saves the copies.

Read the licence register analysis
Working with the source data

Florida DBPR license data downloads →

A guide to CSV files, status codes, update schedules, and counting licenses without counting the same person twice.

How we work with data

Sources. Methods. Limits.

Full methodology
Illustrated research papers, a map of Florida and a magnifying glass
Primary sources, named methods, stated limits.

01 / Go to the source

Every extract comes from the system of record. The retrieval date appears on the study page.

02 / Show the method

Each study explains the filters and definitions: what counted as a record, a review or a payout.

03 / Name the limits

Every analysis states what its data does not show. A filed complaint is not a confirmed defect.