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README.md

@@ -889,6 +889,11 @@ Full schema in [`SPEC.md`](SPEC.md).
 
 ## Quick Start
 
+> **The sample files are independent slices.** Each holds the top 10 rows of its own table, so
+> an id taken from `fragrances.csv` usually has no matching row in this 10-row `brands.csv`.
+> The snippet below is the join you run against the full database; on the sample it will return
+> few rows or none, and that is the sample being small, not the data being broken.
+
 ```python
 import pandas as pd
 

accords.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:82392d31b84a25b8cf5485eb9d276064cb58849d7e184895d0ae0fe674aab341
+oid sha256:1fa97fea8b464eefd641e664af8c6e0eaba229bf26fe174744b46b1469dfc162
 size 3307

brands.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:54069ae73876b09e3b20230fd4cace031f23b1e1f3b9162a97653b6e35dca368
+oid sha256:ee3b37a8dbe29e6ffba05a78f5aa7ea200e418c689cbab42ef4bf201c1572e85
 size 33955

fragrances.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2a888a2437223b5b47b794ee65a83195ae9fb9d8197589aa30e98eb3442f106c
-size 67727
+oid sha256:26be20b280a1b9c184ea358ece207b219cef543c3c743f9b23e89539e4cf975e
+size 69877

notes.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f7f2782554fa813947f4eb29482c02142d6d336a39669573371364e430e89c13
+oid sha256:9f8c7cbe23ff505685101327a2b063f82f19b86aeb9ddd75c4a8833d57976698
 size 12565

perfumers.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b6b6a916db6ef5ce613338507a3efa62bd971a8ff75c344e31d631f26a66117f
-size 30431
+oid sha256:155a27d191938a5b49bc4f2e1762a42bf129f47ff0a0dbe3b251a24cd030ec06
+size 30445