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Reading the data

Column definitions, how to interpret the scoring columns, and practical sorting and filtering tips for every product type.

The 26-column master schema

Every Shovel Radar deliverable uses the same 26-column schema, regardless of product or city. Columns are always in the same order and have the same header names, so your CRM import mapping works every week without remapping.

Not every column will be populated for every row — some fields are only available from certain source datasets. Unpopulated cells show a dash () or a descriptive sentinel value rather than blank.

ColumnWhat it containsSource
Business NameRegistered business name or permit applicant company nameMunicipal open data
AddressCivic address of the permit or business locationMunicipal open data
CityCity/municipalityMunicipal open data
Postal CodeCanadian postal codeMunicipal open data
QuadrantCity quadrant (NW/NE/SW/SE) — Calgary-specific; blank for other citiesDerived from address
CommunityNeighbourhood or community nameMunicipal open data
Permit NumberOfficial permit/licence ID from the issuing authorityMunicipal open data
Permit ClassHigh-level category (e.g. Commercial, Industrial, Residential)Municipal open data
Work ClassType of work (New, Addition, Renovation, Interior Alteration, etc.)Municipal open data
StatusCurrent permit status (Issued, In Progress, Completed, Cancelled)Municipal open data
Issue DateDate the permit or licence was issuedMunicipal open data
Construction ValueApplicant-reported project value in CAD. May be understated; ±20% typical varianceMunicipal open data
Contractor NameName of the general contractor on the permit (where filed)Municipal open data
Applicant NameIndividual or company who filed the permitMunicipal open data
PhoneBusiness phone from Google Places. Sentinel values: "Research Required / Site Visit" means no listed number foundGoogle Places API
WebsiteBusiness website URL from Google PlacesGoogle Places API
Google RatingGoogle Places star rating (1–5)Google Places API
Description / ScopePlain-language description of the project scope from the permit applicationMunicipal open data
Trade PhaseRecommended construction phase for outreach (e.g. "Pre-tender", "Frame stage", "Fit-out")Shovel Radar model
Service Fit Score0–100 score indicating how well this lead matches the product's target buyer personaShovel Radar model
Lead ScoreComposite 0–100 score weighting project value, phase timing, and service fitShovel Radar model
When to CallHuman-readable guidance on the best timing window for your first contactShovel Radar model
Decision MakerName and/or title of the most likely decision-maker, from Apollo enrichment (where available)Apollo.io
LinkedIn / SocialLinkedIn URL or social profile discovered via web lookup (where available)DuckDuckGo / web
BIA / ZoneBusiness Improvement Area or zoning district (Calgary-specific)City of Calgary
Data As OfThe source pull date for this specific rowPipeline metadata

Understanding the scoring columns

Service Fit Score (0–100)

Measures how well this lead matches the target buyer persona for the product you subscribed to. A score of 90+ means the lead has multiple strong signals (e.g. right permit class, right value range, right work type, right phase). A score of 50–70 is a moderate match that may still be worth contacting. Below 50 indicates the row was included because it met a minimum threshold but is a weaker fit — review manually before calling.

Lead Score (0–100)

A composite score that also factors in project value and construction phase timing. A large project in the wrong phase may have a lower lead score than a smaller project at exactly the right phase. Use Lead Score for prioritising your call list — sort descending and work from the top.

When to Call

A plain-language column telling you the optimal contact window. Common values:

Sorting and filtering tips

Best starting sort: Lead Score descending. Work your way down the sorted list. Stop when the scores drop below 60 (or whatever threshold fits your capacity).

Filter by quadrant (Calgary) to focus on your service territory. If you only service SE Calgary, filter the Quadrant column to "SE" and ignore the rest.

Filter by Construction Value if your minimum project size matters. Use a custom filter in Excel: Data → Filter → Number Filters → Greater Than. Set your floor (e.g. $100,000) and only rows above that threshold remain visible.

Filter out "Research Required" phone rows if you only want to call confirmed numbers: Data → Filter → does not contain "Research".

Sort by Issue Date descending to see the freshest permits first — useful for products where time-to-contact is critical.

Sentinel values explained

— field not available for this row from any source. Normal for some columns on permit-source rows.

Research Required / Site Visit — phone number was not found via Google Places. The business exists and the address is confirmed; the number requires a 30-second Google search or a site visit to obtain.

Brand New Location — Google Places has the address indexed but no phone number yet (common for businesses licensed in the last 30–60 days).

Not Specified — the source data had a blank in this field at the time of pull. May populate in a later delivery as the source is updated.

The README tab

The rightmost tab in every workbook. Contains: full column dictionary, source attribution links, CASL guidance, and the "data as of" date range for the file. Read it first on every new product.

Still stuck?

Email matthew@shovelradar.com. Replies inside 24h; same day if you're paying.

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