Documentation, data & storytelling

A practical workflow for capturing work, curating local data, and turning evidence into public stories

Working method

A useful record starts while the work is happening. It keeps enough context for someone else to understand the process, inspect the evidence, and carry the knowledge forward.

  1. Capture Record decisions, observations, failures, people, and materials as the work unfolds.
  2. Curate Clean, label, connect, and preserve records without stripping away their context.
  3. Interpret Find patterns, gaps, and questions that matter to the people involved.
  4. Publish Return useful knowledge through maps, datasets, writing, video, or interactive work.

Documenting activity

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Work across alwaysbecooking happens at several timescales. Documentation should preserve the texture of daily activity while still making the full arc of a project understandable.

Time horizons

Daily capture
Short notes, photographs, measurements, useful quotes, and the next question.
Iteration notes
What changed between prototypes, what was tested, and why a decision was made.
Project record
The complete path of a build or investigation, including detours, contributors, and source material.
Public synthesis
A clear account that turns accumulated records into something other people can learn from or use.

Capture methods

  • Photography and video Activities, builds, tests, environments, and community moments.
  • Written logs Daily or weekly notes about what happened, who was involved, and what emerged.
  • Project journals Longer records for a specific build, experiment, or initiative.
  • Community contributions Records made by participants in their own words and from their own perspectives.
  • Interactive and mixed formats Maps, audio, annotated diagrams, or web pages when those forms explain the work better.

Curating public and local data

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Public information often exists but remains buried in PDFs, scattered across departments, or organized at a scale that hides neighborhood conditions. Curation makes this material findable, comparable, and useful alongside local observations.

  1. Find Identify official records, administrative data, maps, and community-held information relevant to a local question.
  2. Acquire and clean Extract information from difficult formats, standardize it, document its source, and check obvious errors.
  3. Structure locally Organize material by the geographic and thematic units people use, such as wards, streets, water bodies, or buildings.
  4. Ground-truth Compare what a record says should exist with observations and knowledge from people who live there.
  5. Maintain Record uncertainty, preserve versions, invite corrections, and keep the dataset understandable over time.

Turning records into stories

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A dataset becomes useful when people can connect it to a place, a change, or a question they recognize. The format should help the audience inspect the evidence rather than merely receive a conclusion.

Geographic views

Maps connect information to streets, routes, water bodies, buildings, and other parts of everyday life.

Change over time

Timelines and repeated observations reveal seasonal rhythms, historical shifts, and emerging conditions.

Comparative views

Careful comparisons add context through nearby neighborhoods, public benchmarks, or a place's own past conditions.

Interactive exploration

Filters, layers, and questions let people examine the material from their own position instead of following one fixed path.

Visual and audiovisual narratives

Photography, diagrams, video, audio, and writing can carry process, testimony, and uncertainty that a chart cannot hold alone.

References and examples

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Projects that demonstrate useful approaches to public data, civic documentation, and visual explanation.

Public data access and curation
Visual explanation and public storytelling
  • NASA Scientific Visualization Studio

    Scientific visualizations built from research and observation data.

    svs.gsfc.nasa.gov
  • The Pudding

    Visual essays that explain questions in culture through data.

    pudding.cool
  • AMAN

    Interactive work that combines data, maps, and visual explanation.

    aman.bh
  • Diagram Chasing

    Visualizations and community work connected to India.

    diagramchasing.fun
  • Our World in Data

    Research and data visualization for public understanding.

    ourworldindata.org
  • VizChitra

    A community and conference for data visualization in India.

    vizchitra.com
  • Jay Foreman

    Videos that make geography and civic systems understandable.

    youtube.com