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How the Process Works

Step 1 — Initial Inquiry (Contact Form)

Start by submitting the project intake form. This gives me essential details—geography, datasets, audience, and goals—so I can begin with a clear understanding.

Step 2 — Follow-Up Call (After Intake Review)

After reviewing your form, I schedule a focused call to clarify objectives, confirm feasibility, and refine the scope. This ensures an efficient and productive conversation.

Step 3 — Proposal & Scope

You receive a clear, plain-language scope outlining objectives, data sources, deliverables, milestones, timeline, and pricing.

Step 4 — Data Acquisition & Prep

Data are collected, cleaned, and prepared from publicly available sources and any client-provided datasets, using reproducible workflows.

Step 5 — Analysis & Mapping

Statistical, spatial, and equity analyses are conducted using RStudio and QGIS, with geospatial layers, indicators, and maps built according to the agreed scope.

Step 6 — Validation & Alignment Check

I verify that datasets, methods, and geographic boundaries match the agreed scope. If helpful, I may share select tables or structural elements for confirmation, but final maps, analyses, and narratives are delivered only in the completed report.

Step 7 — Final Deliverables

Final deliverables are provided in your preferred formats, such as CSV, GeoPackage (GPKG), static maps (PNG/PDF), narrative summaries, and documentation.

Step 8 — Optional Follow-Up Support

As needed, I can support implementation, prepare presentation-ready materials, or update datasets and analyses for future projects.

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