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LifeFromData

Daily life & routines

What happens between.

Food, medication, supplements and daily experience, logged in context and followed over time.

Discuss this data

Custom collection concept. Availability and review depend on the study.

A person photographing a meal with a phone at a kitchen table

ILLUSTRATIVE PHOTOGRAPHY / EVENT LOGS / MEDIA / JSONL

What the collection
can include.

Sources and capture methods are selected with your team before recruitment.

Food and nutrition

Meal photographs, spoken descriptions, timing and participant-entered portions. Estimated nutrients retain the estimation method and uncertainty.

Medication and supplements

Reported product, ingredient, dose, units, timing, start or stop dates and missed doses. A prescribed plan is separate from reported intake.

Daily experience

Sleep diaries, symptoms, mood, energy, exercise and cycle events, collected with versioned prompts and a defined cadence.

Made for your task.

Everyday health-language extraction, multimodal context and longitudinal pattern analysis.

Cohort

Relevant routines, logging burden, language and follow-up schedule.

Preparation

Time-indexed events, product normalization, source media and reported-versus-derived fields.

Review

Unit consistency, incomplete entries, contradictory reports and extraction checks.

Delivery

Structured event logs, permitted media and documentation of prompt and extraction versions.

Scope matters.

A logged dose does not verify ingestion. A meal image does not establish nutrient content. Observed changes do not establish treatment effects, and the collection does not direct participants to change medication.

View related examples ↗

Inspect the delivery.

Data & metadata

Agree on source files, structured observations, identifiers, timestamps and permitted linkage.

Labels & quality

Document label definitions, reviewer roles, uncertainty and acceptance rules. Separate collected data from derived interpretation.

Rights & access

Define permitted use, recipients, transfer method, retention and withdrawal handling before collection.

Methodology & review ↗

Build the right collection.

Start with the task. Define the collection together.

Scope a pilot