diff --git a/examples/jaffle_shop/docs/README.md b/examples/jaffle_shop/docs/README.md
index f079e29..f5460b5 100644
--- a/examples/jaffle_shop/docs/README.md
+++ b/examples/jaffle_shop/docs/README.md
@@ -24,12 +24,19 @@ flowchart TB
 %%{init: {"flowchart": {"defaultRenderer": "elk"}} }%%
 flowchart TB
     subgraph analytics
+    analytics.finance.kpis(finance.kpis)
+    analytics.kpis(kpis)
     end
 
     subgraph core
+    core.customers(customers)
+    core.orders(orders)
     end
 
     subgraph staging
+    staging.customers(customers)
+    staging.orders(orders)
+    staging.payments(payments)
     end
 
     core.orders --> analytics.finance.kpis
diff --git a/examples/jaffle_shop/docs/analytics/README.md b/examples/jaffle_shop/docs/analytics/README.md
index 0a2a9b9..91bb418 100644
--- a/examples/jaffle_shop/docs/analytics/README.md
+++ b/examples/jaffle_shop/docs/analytics/README.md
@@ -14,10 +14,8 @@ SELECT *
 FROM analytics.finance__kpis
 ```
 
-| Column              | Type     | Description   | Unique   |
-|:--------------------|:---------|:--------------|:---------|
-| average_order_value | `DOUBLE` |               |          |
-| total_order_value   | `DOUBLE` |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|
 
 ### analytics.kpis
 
@@ -26,8 +24,6 @@ SELECT *
 FROM analytics.kpis
 ```
 
-| Column   | Type      | Description   | Unique   |
-|:---------|:----------|:--------------|:---------|
-| metric   | `VARCHAR` |               |          |
-| value    | `BIGINT`  |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|
 
diff --git a/examples/jaffle_shop/docs/core/README.md b/examples/jaffle_shop/docs/core/README.md
index b43f4d7..dd9b90d 100644
--- a/examples/jaffle_shop/docs/core/README.md
+++ b/examples/jaffle_shop/docs/core/README.md
@@ -14,15 +14,8 @@ SELECT *
 FROM core.customers
 ```
 
-| Column                  | Type      | Description   | Unique   |
-|:------------------------|:----------|:--------------|:---------|
-| customer_id             | `BIGINT`  |               | ✅       |
-| customer_lifetime_value | `DOUBLE`  |               |          |
-| first_name              | `VARCHAR` |               |          |
-| first_order             | `VARCHAR` |               |          |
-| last_name               | `VARCHAR` |               |          |
-| most_recent_order       | `VARCHAR` |               |          |
-| number_of_orders        | `BIGINT`  |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|
 
 ### core.orders
 
@@ -31,15 +24,6 @@ SELECT *
 FROM core.orders
 ```
 
-| Column               | Type      | Description   | Unique   |
-|:---------------------|:----------|:--------------|:---------|
-| amount               | `DOUBLE`  |               |          |
-| bank_transfer_amount | `DOUBLE`  |               |          |
-| coupon_amount        | `DOUBLE`  |               |          |
-| credit_card_amount   | `DOUBLE`  |               |          |
-| customer_id          | `BIGINT`  |               |          |
-| gift_card_amount     | `DOUBLE`  |               |          |
-| order_date           | `VARCHAR` |               |          |
-| order_id             | `BIGINT`  |               |          |
-| status               | `VARCHAR` |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|
 
diff --git a/examples/jaffle_shop/docs/staging/README.md b/examples/jaffle_shop/docs/staging/README.md
index fe1845a..3bb4416 100644
--- a/examples/jaffle_shop/docs/staging/README.md
+++ b/examples/jaffle_shop/docs/staging/README.md
@@ -17,11 +17,8 @@ SELECT *
 FROM staging.customers
 ```
 
-| Column      | Type      | Description   | Unique   |
-|:------------|:----------|:--------------|:---------|
-| customer_id | `BIGINT`  |               |          |
-| first_name  | `VARCHAR` |               |          |
-| last_name   | `VARCHAR` |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|
 
 ### staging.orders
 
@@ -32,12 +29,8 @@ SELECT *
 FROM staging.orders
 ```
 
-| Column      | Type      | Description   | Unique   |
-|:------------|:----------|:--------------|:---------|
-| customer_id | `BIGINT`  |               |          |
-| order_date  | `VARCHAR` |               |          |
-| order_id    | `BIGINT`  |               |          |
-| status      | `VARCHAR` |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|
 
 ### staging.payments
 
@@ -46,10 +39,6 @@ SELECT *
 FROM staging.payments
 ```
 
-| Column         | Type      | Description   | Unique   |
-|:---------------|:----------|:--------------|:---------|
-| amount         | `DOUBLE`  |               |          |
-| order_id       | `BIGINT`  |               |          |
-| payment_id     | `BIGINT`  |               |          |
-| payment_method | `VARCHAR` |               |          |
+| Column   | Type   | Description   | Unique   |
+|----------|--------|---------------|----------|