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Documentation Index

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The Data Book gives you a direct view into the BigQuery table that was used to train the MMM model. It’s useful for verifying that the data is complete and correctly formatted before a model run, and for understanding what the model actually learned from.

What it shows

When you open Insights → MMM → Data Book, Interact queries your configured BigQuery table and displays:
  • Time range — first and last date in the dataset, and the number of observation periods
  • All columns — one column per metric or channel variable, with values per date
  • Excluded columns — columns listed in the “Excluded Columns” setting are hidden from the view
The data is shown as-is from BigQuery — no transformations are applied.

Switching between input and final table

If you configured a Final Table in the MMM settings, a toggle appears at the top of the Data Book to switch between the raw input table and the adjusted/final version. Use the final table view to verify post-processing steps (e.g. spend normalization or outlier corrections) before running the model.

Multi-market configs

If you have more than one Data Book configured (e.g. NL and DE), a label dropdown appears at the top of the page. Select a market to switch which dataset is shown.

Validating your data

Before running the Meridian pipeline, use the Data Book to check:
1

Date continuity

Confirm there are no unexpected gaps in the date sequence. Meridian expects a complete, contiguous time series.
2

Spend columns present

Every channel that will be modelled should appear as a column. Channels missing from the table cannot be included in the model.
3

KPI column present

The outcome variable (e.g. revenue, conversions) must be a column in the table.
4

No unexpected nulls

Scroll through the table and look for missing values. MMM models require complete data for all columns across the full time range.

Settings reference

Data Book settings are configured in Insights → Settings → MMM.
SettingWhat it controls
Project / Dataset / TableWhich BigQuery table to query for the Data Book
Final TableOptional alternate table (shown via the input/final toggle)
Date ColumnWhich column contains the observation date
Excluded ColumnsColumns to hide from the Data Book view (e.g. internal IDs, country codes)
LabelMarket or segment identifier shown in the dropdown

MMM setup

Configure the BigQuery table and other settings.