06-reference

backfill discovery practical data modeling

2026-04-30·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

Batch Range Notion task Status
1 [1-5] Backfill Practical Data Modeling [1-5] To Do

Unprocessed message manifest (oldest-first)

# Date Message ID Subject Triage hint
1 2026-04-14 19d8c5b687365827 New pulse survey just dropped: The State of Data Modeling (April 2026) thought-leadership (results) — file
2 2026-04-18 19da0ea5a0b138c6 Your subscription to Practical Data Modeling is ending in a week admin — Step 2.5 skip
3 2026-04-22 19db58952586f6ab April 2026 data modeling pulse survey - Reminder sales-funnel reminder — Step 2.5 skip
4 2026-04-23 19dbaa826fc892b6 Your subscription ends tomorrow admin — Step 2.5 skip
5 2026-04-24 19dc0d719c4f3d04 Your subscription has ended admin — 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:

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