diff --git a/.Rprofile b/.Rprofile
index c81932b..db760ca 100644
--- a/.Rprofile
+++ b/.Rprofile
@@ -12,3 +12,14 @@ if (interactive()) {
 }
 
 source("renv/activate.R")
+
+# Path to download Eunomia datasets
+Sys.setenv(EUNOMIA_DATA_FOLDER = file.path("dev/test_db/eunomia"))
+# Name of the synthetic dataset to use
+Sys.setenv(TEST_DB_NAME = "GiBleed")
+# OMOP CDM version
+Sys.setenv(TEST_DB_OMOP_VERSION = "5.3")
+# Schema name for data
+Sys.setenv(TEST_DB_CDM_SCHEMA = "main")
+# Schema name for results
+Sys.setenv(TEST_DB_RESULTS_SCHEMA = "main")
diff --git a/.renvignore b/.renvignore
index 4a5e932..78dc387 100644
--- a/.renvignore
+++ b/.renvignore
@@ -1 +1,4 @@
-/dev/
+# Ignore golem dev scripts
+/dev/01_start.R
+/dev/02_dev.R
+/dev/03_deploy.R
diff --git a/DESCRIPTION b/DESCRIPTION
index e6aeb7b..ef66bfb 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -10,13 +10,19 @@ Imports:
     DT,
     ggplot2,
     golem (>= 0.4.1),
-    shiny (>= 1.9.1)
+    shiny (>= 1.9.1),
+    DBI,
+    duckdb,
+    glue
 Suggests:
     devtools,
     usethis,
     styler,
     testthat (>= 3.0.0),
     spelling,
+    here,
+    CDMConnector,
+    lubridate,
     lintr
 Encoding: UTF-8
 LazyData: true
diff --git a/NAMESPACE b/NAMESPACE
index 03fe1db..939f17c 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -3,6 +3,8 @@
 export(run_app)
 import(bslib)
 import(shiny)
+importFrom(DBI,dbConnect)
+importFrom(duckdb,duckdb)
 importFrom(ggplot2,aes)
 importFrom(ggplot2,geom_bar)
 importFrom(ggplot2,geom_boxplot)
@@ -10,6 +12,7 @@ importFrom(ggplot2,ggplot)
 importFrom(ggplot2,ggtitle)
 importFrom(ggplot2,xlab)
 importFrom(ggplot2,ylab)
+importFrom(glue,glue)
 importFrom(golem,activate_js)
 importFrom(golem,add_resource_path)
 importFrom(golem,bundle_resources)
diff --git a/R/fct_connect_to_test_db.R b/R/fct_connect_to_test_db.R
new file mode 100644
index 0000000..ebc08f2
--- /dev/null
+++ b/R/fct_connect_to_test_db.R
@@ -0,0 +1,19 @@
+#' connect_to_test_db
+#'
+#' Connect to the test database
+#' (using environment variables from .Rprofile)
+#'
+#' @return A DBI connection to the test database
+#'
+#' @importFrom DBI dbConnect
+#' @importFrom duckdb duckdb
+#' @importFrom glue glue
+#'
+#' @noRd
+connect_to_test_db <- function() {
+  dir <- Sys.getenv("EUNOMIA_DATA_FOLDER")
+  name <- Sys.getenv("TEST_DB_NAME")
+  version <- Sys.getenv("TEST_DB_OMOP_VERSION")
+  # Connect to the duckdb test database
+  dbConnect(duckdb(dbdir = glue("{dir}/{name}_{version}_1.0.duckdb")))
+}
diff --git a/README.md b/README.md
index d0f3d4a..d9e82e4 100644
--- a/README.md
+++ b/README.md
@@ -35,8 +35,14 @@ as it has good support for R package development and Shiny.
     install.packages("renv")
     renv::restore()
     ```
+3. Create the [duckdb](https://github.com/duckdb/duckdb) test database and run the analyses by running from an R console in the project directory (test dataset properties can be updated in the [`.Rprofile`](https://github.com/UCLH-Foundry/omop-data-catalogue/blob/main/.Rprofile) file):
 
-3. To preview the app locally, run the following from an R console within the project directory:
+    ```r
+    source(here::here("dev/test_db/setup_test_db.R"))
+    source(here::here("dev/omop_analyses/analyse_omop_cdm.R"))
+    ```
+
+4. To preview the app locally, run the following from an R console within the project directory:
 
     ```r
     golem::run_dev()
diff --git a/dev/omop_analyses/analyse_omop_cdm.R b/dev/omop_analyses/analyse_omop_cdm.R
new file mode 100644
index 0000000..f78435e
--- /dev/null
+++ b/dev/omop_analyses/analyse_omop_cdm.R
@@ -0,0 +1,197 @@
+
+library(tidyverse)
+
+dir <- Sys.getenv("EUNOMIA_DATA_FOLDER")
+name <- Sys.getenv("TEST_DB_NAME")
+version <- Sys.getenv("TEST_DB_OMOP_VERSION")
+
+# Connect to the duckdb test database
+con <- DBI::dbConnect(duckdb::duckdb(
+  dbdir = glue::glue("{dir}/{name}_{version}_1.0.duckdb")))
+
+# Function to execute one or more SQL queries and clear results
+create_results_tables <- function(con, sql) {
+  # Execute sql query
+  result <- DBI::dbSendStatement(con, sql)
+  # Clear results
+  DBI::dbClearResult(result)
+}
+
+# Function to produce the 'calypso_concepts' table
+# from a list of concept ids
+analyse_concepts <- function(cdm, concepts) {
+  # Extract columns from concept table
+  cdm$concept |>
+    filter(concept_id %in% concepts) |>
+    select(
+      concept_id,
+      concept_name,
+      vocabulary_id,
+      domain_id,
+      concept_class_id,
+      standard_concept,
+      concept_code
+    ) |>
+    collect()
+}
+
+# Function to produce the 'calypso_monthly_counts' table
+analyse_monthly_counts <- function(cdm) {
+  # Function to analyse a column from a specific table
+  # for each month
+  analyse_table <- function(table, concept, date) {
+    # Extract year and month from date column
+    table <- table |>
+      mutate(
+        concept_id = {{ concept }},
+        date_year = lubridate::year({{ date }}),
+        date_month = lubridate::month({{ date }})
+      )
+    # Get total count for each month
+    total_count <- table |>
+      select(concept_id, date_year, date_month) |>
+      collect() |>
+      group_by(date_year, date_month, concept_id) |>
+      count(name = "total_count")
+    # Get number of unique patients per concept for each month
+    person_count <- table |>
+      select(concept_id, date_year, date_month, person_id) |>
+      collect() |>
+      group_by(date_year, date_month, concept_id) |>
+      reframe(person_count = n_distinct(person_id))
+    # Get number of records per person for each month
+    table |>
+      select(concept_id, date_year, date_month) |>
+      distinct() |>
+      collect() |>
+      inner_join(total_count, join_by(date_year, date_month, concept_id)) |>
+      inner_join(person_count, join_by(date_year, date_month, concept_id)) |>
+      mutate(records_per_person = (total_count / person_count)) |>
+      select(
+        concept_id,
+        date_year,
+        date_month,
+        person_count,
+        records_per_person
+      )
+  }
+  # Combine results for all tables
+  bind_rows(
+    cdm$condition_occurrence |> analyse_table(condition_concept_id, condition_start_date),
+    cdm$drug_exposure |> analyse_table(drug_concept_id, drug_exposure_start_date),
+    cdm$procedure_occurrence |> analyse_table(procedure_concept_id, procedure_date),
+    cdm$device_exposure |> analyse_table(device_concept_id, device_exposure_start_date),
+    cdm$measurement |> analyse_table(measurement_concept_id, measurement_date),
+    cdm$observation |> analyse_table(observation_concept_id, observation_date),
+    cdm$specimen |> analyse_table(specimen_concept_id, specimen_date)
+  )
+}
+
+# Function to produce the 'calypso_summary_stats' table
+analyse_summary_stats <- function(cdm) {
+  # Function to analyse a numeric column
+  # by calculation the mean and the standard deviation
+  analyse_numeric_column <- function(table, concept, value) {
+    # Rename columns and remove empty values
+    table <- table |>
+      select(concept_id = {{ concept }}, value = {{ value }}) |>
+      filter(!is.na(value)) |>
+      collect()
+    # Calculate mean
+    df_mean <- table |>
+      group_by(concept_id) |>
+      reframe(
+        summary_attribute = "mean",
+        value_as_number = mean(value)
+      )
+    # Calculate standard deviation
+    df_sd <- table |>
+      group_by(concept_id) |>
+      reframe(
+        summary_attribute = "sd",
+        value_as_number = sd(value)
+      )
+    # Combine mean and standard deviation
+    bind_rows(df_mean, df_sd)
+  }
+  # Combine results for all columns
+  bind_rows(
+    cdm$measurement |> analyse_numeric_column(measurement_concept_id, value_as_number),
+    cdm$observation |> analyse_numeric_column(observation_concept_id, value_as_number)
+  )
+}
+
+# Function to write result to the results schema
+write_results <- function(data, con, table) {
+  # Insert data into the specified table
+  # (in the results schema)
+  DBI::dbWriteTable(
+    conn = con,
+    name = DBI::Id(
+      schema = Sys.getenv("TEST_DB_RESULTS_SCHEMA"),
+      table = table
+    ),
+    value = data,
+    append = TRUE,
+    overwrite = FALSE
+  )
+}
+
+# Retrieve SQL query to create Calypso tables
+# (using the results schema)
+sql <- gsub(
+  "@resultsDatabaseSchema",
+  Sys.getenv("TEST_DB_RESULTS_SCHEMA"),
+  readr::read_file(here::here("dev/omop_analyses/calypso_tables.sql"))
+)
+
+# Create the Calypso tables to the results schema
+create_results_tables(con, sql)
+
+# Load the data in a CDMConnector object
+cdm <- CDMConnector::cdm_from_con(
+  con = con,
+  cdm_schema = Sys.getenv("TEST_DB_CDM_SCHEMA"),
+  write_schema = Sys.getenv("TEST_DB_RESULTS_SCHEMA"),
+  cdm_name = name
+)
+
+# Generate monthly counts and write it to the DB
+monthly_counts <- analyse_monthly_counts(cdm)
+monthly_counts |>
+  write_results(con, "calypso_monthly_counts")
+
+# Generate summary stats and write it to the DB
+summary_stats <- analyse_summary_stats(cdm)
+summary_stats |>
+  write_results(con, "calypso_summary_stats")
+
+# Get list of concept ids
+ids <- bind_rows(
+  { monthly_counts |> select(concept_id) },
+  { summary_stats |> select(concept_id) }
+) |> distinct()
+ids <- ids$concept_id
+
+# Retrieve concept properties from the list of ids
+analyse_concepts(cdm, ids) |>
+  write_results(con, "calypso_concepts")
+
+# Clean up
+DBI::dbDisconnect(con)
+rm(create_results_tables)
+rm(analyse_concepts)
+rm(analyse_monthly_counts)
+rm(analyse_summary_stats)
+rm(write_results)
+rm(monthly_counts)
+rm(summary_stats)
+rm(ids)
+rm(cdm)
+rm(con)
+rm(sql)
+rm(dir)
+rm(name)
+rm(version)
+
+detach("package:tidyverse", unload = TRUE)
diff --git a/dev/omop_analyses/calypso_tables.sql b/dev/omop_analyses/calypso_tables.sql
new file mode 100644
index 0000000..8a1a383
--- /dev/null
+++ b/dev/omop_analyses/calypso_tables.sql
@@ -0,0 +1,28 @@
+DROP TABLE IF EXISTS @resultsDatabaseSchema.calypso_concepts;
+DROP TABLE IF EXISTS @resultsDatabaseSchema.calypso_monthly_counts;
+DROP TABLE IF EXISTS @resultsDatabaseSchema.calypso_summary_stats;
+
+CREATE TABLE @resultsDatabaseSchema.calypso_concepts (
+    concept_id BIGINT,
+    concept_name VARCHAR,
+    domain_id VARCHAR,
+    vocabulary_id VARCHAR,
+    concept_class_id VARCHAR,
+    standard_concept VARCHAR,
+    concept_code VARCHAR
+);
+
+CREATE TABLE @resultsDatabaseSchema.calypso_monthly_counts (
+    concept_id BIGINT,
+    date_year INTEGER,
+    date_month INTEGER,
+    person_count BIGINT,
+    records_per_person DOUBLE
+);
+
+CREATE TABLE @resultsDatabaseSchema.calypso_summary_stats (
+    concept_id BIGINT,
+    summary_attribute VARCHAR,
+    value_as_string VARCHAR,
+    value_as_number DOUBLE
+);
diff --git a/dev/test_db/eunomia/.gitignore b/dev/test_db/eunomia/.gitignore
new file mode 100644
index 0000000..7499f89
--- /dev/null
+++ b/dev/test_db/eunomia/.gitignore
@@ -0,0 +1,5 @@
+# Eunomia data
+*.zip
+
+# duckdb databases
+*.duckdb
diff --git a/dev/test_db/setup_test_db.R b/dev/test_db/setup_test_db.R
new file mode 100644
index 0000000..a8b5e5b
--- /dev/null
+++ b/dev/test_db/setup_test_db.R
@@ -0,0 +1,23 @@
+
+# Create an duckdb database from Eunomia datasets
+con <- DBI::dbConnect(
+  duckdb::duckdb(
+    dbdir = CDMConnector::eunomia_dir(
+      dataset_name = Sys.getenv("TEST_DB_NAME"),
+      cdm_version = Sys.getenv("TEST_DB_OMOP_VERSION"),
+      database_file = tempfile(fileext = ".duckdb")
+    )
+  )
+)
+
+# Use 'cdm_from_con' to load the dataset and verify integrity
+CDMConnector::cdm_from_con(
+  con = con,
+  cdm_schema = Sys.getenv("TEST_DB_CDM_SCHEMA"),
+  write_schema = Sys.getenv("TEST_DB_RESULTS_SCHEMA"),
+  cdm_name = Sys.getenv("TEST_DB_NAME")
+)
+
+# Clean up
+DBI::dbDisconnect(con)
+rm(con)
diff --git a/renv.lock b/renv.lock
index 400f882..e5093aa 100644
--- a/renv.lock
+++ b/renv.lock
@@ -9,6 +9,48 @@
     ]
   },
   "Packages": {
+    "CDMConnector": {
+      "Package": "CDMConnector",
+      "Version": "1.5.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "R",
+        "checkmate",
+        "cli",
+        "dbplyr",
+        "dplyr",
+        "fs",
+        "generics",
+        "glue",
+        "jsonlite",
+        "lifecycle",
+        "methods",
+        "omopgenerics",
+        "purrr",
+        "readr",
+        "rlang",
+        "stringi",
+        "stringr",
+        "tidyr",
+        "tidyselect",
+        "waldo",
+        "withr"
+      ],
+      "Hash": "2bae94aed83da2007c938f3d2fa1a48f"
+    },
+    "DBI": {
+      "Package": "DBI",
+      "Version": "1.2.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "065ae649b05f1ff66bb0c793107508f5"
+    },
     "DT": {
       "Package": "DT",
       "Version": "0.33",
@@ -58,6 +100,60 @@
       ],
       "Hash": "1920b2f11133b12350024297d8a4ff4a"
     },
+    "R.cache": {
+      "Package": "R.cache",
+      "Version": "0.16.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R.methodsS3",
+        "R.oo",
+        "R.utils",
+        "digest",
+        "utils"
+      ],
+      "Hash": "fe539ca3f8efb7410c3ae2cf5fe6c0f8"
+    },
+    "R.methodsS3": {
+      "Package": "R.methodsS3",
+      "Version": "1.8.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
+      ],
+      "Hash": "278c286fd6e9e75d0c2e8f731ea445c8"
+    },
+    "R.oo": {
+      "Package": "R.oo",
+      "Version": "1.26.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R.methodsS3",
+        "methods",
+        "utils"
+      ],
+      "Hash": "4fed809e53ddb5407b3da3d0f572e591"
+    },
+    "R.utils": {
+      "Package": "R.utils",
+      "Version": "2.12.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R.methodsS3",
+        "R.oo",
+        "methods",
+        "tools",
+        "utils"
+      ],
+      "Hash": "3dc2829b790254bfba21e60965787651"
+    },
     "R6": {
       "Package": "R6",
       "Version": "2.5.1",
@@ -109,6 +205,16 @@
       ],
       "Hash": "d7421bb5dfeb2676b9e4a5a60c2fcfd2"
     },
+    "backports": {
+      "Package": "backports",
+      "Version": "1.5.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "e1e1b9d75c37401117b636b7ae50827a"
+    },
     "base64enc": {
       "Package": "base64enc",
       "Version": "0.1-3",
@@ -119,6 +225,42 @@
       ],
       "Hash": "543776ae6848fde2f48ff3816d0628bc"
     },
+    "bit": {
+      "Package": "bit",
+      "Version": "4.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "d242abec29412ce988848d0294b208fd"
+    },
+    "bit64": {
+      "Package": "bit64",
+      "Version": "4.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bit",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "9fe98599ca456d6552421db0d6772d8f"
+    },
+    "blob": {
+      "Package": "blob",
+      "Version": "1.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods",
+        "rlang",
+        "vctrs"
+      ],
+      "Hash": "40415719b5a479b87949f3aa0aee737c"
+    },
     "brew": {
       "Package": "brew",
       "Version": "1.0-10",
@@ -136,6 +278,26 @@
       ],
       "Hash": "c1ee497a6d999947c2c224ae46799b1a"
     },
+    "broom": {
+      "Package": "broom",
+      "Version": "1.0.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "backports",
+        "dplyr",
+        "generics",
+        "glue",
+        "lifecycle",
+        "purrr",
+        "rlang",
+        "stringr",
+        "tibble",
+        "tidyr"
+      ],
+      "Hash": "a4652c36d1f8abfc3ddf4774f768c934"
+    },
     "bslib": {
       "Package": "bslib",
       "Version": "0.8.0",
@@ -182,6 +344,30 @@
       ],
       "Hash": "d7e13f49c19103ece9e58ad2d83a7354"
     },
+    "cellranger": {
+      "Package": "cellranger",
+      "Version": "1.1.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "rematch",
+        "tibble"
+      ],
+      "Hash": "f61dbaec772ccd2e17705c1e872e9e7c"
+    },
+    "checkmate": {
+      "Package": "checkmate",
+      "Version": "2.3.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "backports",
+        "utils"
+      ],
+      "Hash": "0e14e01ce07e7c88fd25de6d4260d26b"
+    },
     "cli": {
       "Package": "cli",
       "Version": "3.6.3",
@@ -203,6 +389,16 @@
       ],
       "Hash": "3f038e5ac7f41d4ac41ce658c85e3042"
     },
+    "codetools": {
+      "Package": "codetools",
+      "Version": "0.2-20",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "61e097f35917d342622f21cdc79c256e"
+    },
     "colorspace": {
       "Package": "colorspace",
       "Version": "2.1-1",
@@ -234,6 +430,19 @@
       ],
       "Hash": "8b7222e9d9eb5178eea545c0c4d33fc2"
     },
+    "conflicted": {
+      "Package": "conflicted",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "memoise",
+        "rlang"
+      ],
+      "Hash": "bb097fccb22d156624fd07cd2894ddb6"
+    },
     "cpp11": {
       "Package": "cpp11",
       "Version": "0.4.7",
@@ -293,6 +502,59 @@
       ],
       "Hash": "411ca2c03b1ce5f548345d2fc2685f7a"
     },
+    "cyclocomp": {
+      "Package": "cyclocomp",
+      "Version": "1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "callr",
+        "crayon",
+        "desc",
+        "remotes",
+        "withr"
+      ],
+      "Hash": "cdc4a473222b0112d4df0bcfbed12d44"
+    },
+    "data.table": {
+      "Package": "data.table",
+      "Version": "1.15.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "8ee9ac56ef633d0c7cab8b2ca87d683e"
+    },
+    "dbplyr": {
+      "Package": "dbplyr",
+      "Version": "2.5.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "R",
+        "R6",
+        "blob",
+        "cli",
+        "dplyr",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "methods",
+        "pillar",
+        "purrr",
+        "rlang",
+        "tibble",
+        "tidyr",
+        "tidyselect",
+        "utils",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "39b2e002522bfd258039ee4e889e0fd1"
+    },
     "desc": {
       "Package": "desc",
       "Version": "1.4.3",
@@ -386,6 +648,61 @@
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@@ -446,6 +763,22 @@
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@@ -554,6 +920,59 @@
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@@ -569,6 +988,27 @@
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@@ -636,6 +1090,21 @@
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@@ -843,6 +1357,24 @@
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@@ -1017,6 +1568,20 @@
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