06-reference

backfill discovery practical data modeling

Wed Apr 29 2026 20:00:00 GMT-0400 (Eastern Daylight Time) ·reference ·source: Practical Data Modeling (Joe Reis) ·by Joe Reis

Backfill discovery: Practical Data Modeling (Joe Reis) — round 2

Date: 2026-04-30 Sender: practicaldatamodeling@substack.com Total messages in inbox: 32 Already filed (round 1, dated 2026-04-12): 23 substantive articles Known-skip (subscriber chat threads, no body): 4 Unprocessed (this round): 5 Batches created: 1

Why a round-2 discovery

Round 1 (2026-04-12) covered messages received through 2026-04-12 and produced 23 filed assessment notes (12 standalone articles + 11 MMA chapters). Round 2 covers messages that arrived in the 18 days since.

Sender-specific gotchas

Series structure

Joe Reis is serializing his book Mixed Model Arts (MMA, Book 1). Round 1 captured Ch 1-13. Since then:

Pulse-survey cadence

Joe runs a recurring “State of Data Modeling” pulse survey. April 2026 edition:

This is a new format pattern not seen in round 1. Watch for monthly recurrence.

Substack admin/billing sequence

Founder’s paid subscription lapsed 2026-04-24. Substack sent a 3-email expiry sequence over 6 days (4-18, 4-23, 4-24). All three came through the practicaldatamodeling@substack.com sender address (not a generic Substack admin address), so they show up in the search. All three are Step 2.5 admin skips.

Action item for the founder (DECISION): the paid subscription has lapsed. PDM is a K-tier sender; we want continued access. Should I queue a Notion task to resubscribe, or is the lapse intentional? — surfaced separately as DECISION in the report-back.

No sponsor relationships observed

Round 1 showed PDM as a clean thought-leadership newsletter with no sponsor blocks, no self-consulting CTAs (Joe sells his book directly but as the publication’s own product, not as a sponsor insert), and no curation cross-promo. Round 2 confirms: no new sponsor pattern detected in the 5 unprocessed messages.

Batch ranges

BatchRangeNotion taskStatus
1[1-5]Backfill Practical Data Modeling [1-5]To Do

Unprocessed message manifest (oldest-first)

#DateMessage IDSubjectTriage hint
12026-04-1419d8c5b687365827New pulse survey just dropped: The State of Data Modeling (April 2026)thought-leadership (results) — file
22026-04-1819da0ea5a0b138c6Your subscription to Practical Data Modeling is ending in a weekadmin — Step 2.5 skip
32026-04-2219db58952586f6abApril 2026 data modeling pulse survey - Remindersales-funnel reminder — Step 2.5 skip
42026-04-2319dbaa826fc892b6Your subscription ends tomorrowadmin — Step 2.5 skip
52026-04-2419dc0d719c4f3d04Your subscription has endedadmin — Step 2.5 skip

Round-1 + round-2 totals

Mapping against Ray Data Co

This is a meta/ops doc, not a content note — its RDCO value is operational rather than analytical. Concretely: