diff --git a/analytics/.gitignore b/analytics/.gitignore
new file mode 100644
index 000000000..49f147cb9
--- /dev/null
+++ b/analytics/.gitignore
@@ -0,0 +1,4 @@
+
+target/
+dbt_packages/
+logs/
diff --git a/analytics/.pre-commit-config.yaml b/analytics/.pre-commit-config.yaml
new file mode 100644
index 000000000..4c93b0437
--- /dev/null
+++ b/analytics/.pre-commit-config.yaml
@@ -0,0 +1,20 @@
+repos:
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.8.1
+    hooks:
+      - id: ruff-format
+        args: [--config=analytics/pyproject.toml]
+        files: ^analytics
+        types_or: [python]
+
+  - repo: https://github.com/sqlfluff/sqlfluff
+    rev: 3.2.5
+    hooks:
+      - id: sqlfluff-fix
+        files: ^analytics
+        types: [sql]
+        additional_dependencies:
+          - sqlfluff-templater-dbt==3.2.5
+          - dbt-postgres==1.8.2
+        args:
+          - --config=./analytics/pyproject.toml
diff --git a/analytics/.user.yml b/analytics/.user.yml
new file mode 100644
index 000000000..a34e1ce86
--- /dev/null
+++ b/analytics/.user.yml
@@ -0,0 +1 @@
+id: bfc3b0a6-aecf-487f-8ea7-9618838206d8
diff --git a/analytics/README.md b/analytics/README.md
new file mode 100644
index 000000000..794a6661b
--- /dev/null
+++ b/analytics/README.md
@@ -0,0 +1,16 @@
+# DORA - Analytics
+
+### Getting started
+
+Try running the following commands:
+
+```bash
+$ dbt deps
+$ dbt debug
+$ dbt run
+$ dbt test
+```
+
+
+### Resources:
+- Learn more about dbt [in the docs](https://docs.getdbt.com/docs/introduction)
diff --git a/analytics/analyses/.gitkeep b/analytics/analyses/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/analytics/cron.json b/analytics/cron.json
new file mode 100644
index 000000000..babfe5b32
--- /dev/null
+++ b/analytics/cron.json
@@ -0,0 +1,8 @@
+{
+  "jobs": [
+    {
+      "command": "0 4 * * * ./sync-analytics.sh",
+      "size": "2XL"
+    }
+  ]
+}
diff --git a/analytics/dbt_project.yml b/analytics/dbt_project.yml
new file mode 100644
index 000000000..227cae878
--- /dev/null
+++ b/analytics/dbt_project.yml
@@ -0,0 +1,24 @@
+name: 'dora'
+version: '1.0.0'
+
+profile: 'dora'
+
+model-paths: ["models"]
+analysis-paths: ["analyses"]
+test-paths: ["tests"]
+seed-paths: ["seeds"]
+macro-paths: ["macros"]
+snapshot-paths: ["snapshots"]
+
+clean-targets:
+  - "target"
+  - "dbt_packages"
+
+models:
+  dora:
+    staging:
+      +schema: staging
+      +materialized: view
+    intermediate:
+      +schema: intermediate
+      +materialized: table
diff --git a/analytics/macros/.gitkeep b/analytics/macros/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/analytics/metabase_scanner/.gitignore b/analytics/metabase_scanner/.gitignore
new file mode 100644
index 000000000..ebccb5a62
--- /dev/null
+++ b/analytics/metabase_scanner/.gitignore
@@ -0,0 +1,2 @@
+*.egg-info
+.venv
diff --git a/analytics/metabase_scanner/README.md b/analytics/metabase_scanner/README.md
new file mode 100644
index 000000000..0fb8695fb
--- /dev/null
+++ b/analytics/metabase_scanner/README.md
@@ -0,0 +1,31 @@
+# metabase_scanner
+
+Un simple analyseur de base de métadonnées Metabase pour repérer:
+- les sources les plus utilisées
+- les mauvaises pratiques à éviter
+- les JOINs les plus fréquents
+- les questions référençant des questions
+- les requêtes natives trop complexes
+
+A l'avenir nous pourrions aussi évaluer les index nécessaires, etc.
+
+## Utilisation
+
+Installer l'application
+```bash
+$ python3 -m venv .venv
+$ . .venv/bin/activate
+$ pip install -e .
+```
+
+Ouvrir un tunnel SSH vers votre base de données de métadonnées Metabase si nécessaire.
+
+```bash
+$ ssh -L local_port: remote_address: remote_port username@server.com
+$ scalingo -a app-metabase db-tunnel SCALINGO_POSTGRESQL_URL
+```
+
+Lancer l'application (les paramètres sont documentés à l'exécution):
+```bash
+$ metabase_scan 'postgres://xxx:yyy@host:port/dbname' --dashboard-ids 3 4
+```
diff --git a/analytics/metabase_scanner/metabase_scan.py b/analytics/metabase_scanner/metabase_scan.py
new file mode 100644
index 000000000..03ce3269b
--- /dev/null
+++ b/analytics/metabase_scanner/metabase_scan.py
@@ -0,0 +1,258 @@
+import re
+from collections import Counter
+
+import sqlglot
+import psycopg2
+import argparse
+from urllib.parse import urlparse, unquote
+
+MAX_JOINS = 3
+
+QUESTIONS = {}
+TABLE_NAMES = {}
+TABLE_FIELDS = {}
+
+# 73 = TDB Pilotage département
+# 79 = Nouvelle stats public 2023
+# 86 = Gestion des structures ADIE
+# 90 = Suivi du remplacement de la fiche de liaison - Drôme
+# 92 = Objectifs 03.24 > 09.24
+# 100 = Suivi du remplacement de la fiche de liaison CD
+# question 447 = Liste des gestionnaires
+# question 863 = Tableau de bord biz dev MVP v4
+
+
+def _first_item(cur):
+    return [row[0] for row in cur.fetchall()]
+
+
+def get_question_ids(cur, dashboard_id):
+    cur.execute(
+        """
+        select distinct(card_id)
+        from report_dashboardcard
+        where dashboard_id = %s
+    """,
+        (dashboard_id,),
+    )
+    return _first_item(cur)
+
+
+def fix_metabase_syntax(query):
+    def replace_model_syntax(match):
+        placeholder = match.group(1).strip()
+        return f'(SELECT * FROM "{placeholder}")'
+
+    query = re.sub(r"\[\[.*?\]\]", "", query)  # Metabase optional snippets
+    return re.sub(r"{{([^}]+)}}", replace_model_syntax, query)
+
+
+def extract_field_ids(lst):
+    """Given a Metabase filter query like:
+        ['and', ['=', ['field', 267, None], True], ['!=', ['field', 263, None], 'PE']]
+    returns a list of field IDs: [267, 263]
+    """
+    result = []
+    if isinstance(lst, list):
+        if len(lst) >= 3 and lst[0] == "field":
+            result.append(lst[1])  # Append the ID (second element)
+        for item in lst:
+            result.extend(extract_field_ids(item))
+    return result
+
+
+class MetabaseQuestion:
+    def __init__(self, id, query):
+        self.id = id
+        self.type = query["type"]
+        self.database = query["database"]
+        self.source_table = None
+        self.query = None
+        self.joins = []
+        self.filters = []
+        self.inception_level = 0
+        if self.type == "native":
+            self.query = fix_metabase_syntax(query["native"]["query"])
+            parsed = sqlglot.parse_one(self.query)
+            ctes = [cte.alias for cte in parsed.find_all(sqlglot.exp.CTE)]
+            for table in parsed.find_all(sqlglot.exp.Table):
+                if table.name not in ctes and not table.alias:
+                    # first found table is considered the "source" table
+                    if not self.source_table:
+                        self.source_table = table.name
+                    else:
+                        self.joins.append(table.name)
+        else:
+            query = query["query"]
+            # not clear why. example: https://metabase.dora.inclusion.beta.gouv.fr/question/612
+            while "source-query" in query:
+                query = query["source-query"]
+            self.source_table = query["source-table"]
+            if "filter" in query:
+                self.filters = [
+                    TABLE_FIELDS.get(id, id)
+                    for id in extract_field_ids(query["filter"])
+                ]
+            if "joins" in query:
+                self.joins = [join["source-table"] for join in query["joins"]]
+
+    def resolve_inceptions(self):
+        if isinstance(self.source_table, str) and self.source_table.startswith(
+            "card__"
+        ):
+            src_question_id = int(self.source_table.removeprefix("card__"))
+            src_question = QUESTIONS[src_question_id]
+            self.source_table = src_question.source_table
+            self.joins += src_question.joins
+            self.inception_level += 1 + len(src_question.joins)
+
+        all_joins = []
+        for join in self.joins:
+            if isinstance(join, str) and join.startswith("card__"):
+                src_question_id = int(join.removeprefix("card__"))
+                src_question = QUESTIONS[src_question_id]
+                self.inception_level += 1 + len(src_question.joins)
+                all_joins.append(src_question.source_table)
+                all_joins += src_question.joins
+            else:
+                all_joins.append(join)
+        self.joins = all_joins
+
+    def resolve_names(self):
+        self.joins = [TABLE_NAMES.get(join, join) for join in self.joins]
+        self.source_table = TABLE_NAMES.get(self.source_table, self.source_table)
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Metabase dashboard analyzer")
+    parser.add_argument(
+        "connection_url", type=str, help="Metabase internal DB connection URL"
+    )
+    parser.add_argument(
+        "--host", type=str, default="127.0.0.1", help="Tunnel host (default: 127.0.0.1)"
+    )
+    parser.add_argument(
+        "--port", type=int, default=10000, help="Tunnel port (default: 10000)"
+    )
+    parser.add_argument(
+        "--dashboard-ids",
+        nargs="+",
+        type=int,
+        default=[],
+        help="Space-separated numeric IDs of dashboards",
+    )
+    parser.add_argument(
+        "--question-ids",
+        nargs="+",
+        type=int,
+        default=[],
+        help="Space-separated numeric IDs of questions",
+    )
+
+    args = parser.parse_args()
+
+    parsed_url = urlparse(args.connection_url)
+    conn_params = {
+        "host": args.host,
+        "port": args.port,
+        "dbname": parsed_url.path.lstrip("/"),
+        "user": unquote(parsed_url.username),
+        "password": unquote(parsed_url.password),
+    }
+
+    con = psycopg2.connect(**conn_params)
+    cur = con.cursor()
+
+    dashboards = {}
+
+    for dashboard_id in args.dashboard_ids:
+        question_ids = get_question_ids(cur, dashboard_id)
+        # some cards in a dashboard a re not a question
+        dashboards[dashboard_id] = [q for q in question_ids if q is not None]
+
+    cur.execute("select id, name from metabase_table")
+    for id, name in cur.fetchall():
+        TABLE_NAMES[id] = name
+
+    cur.execute("select id, name from metabase_field")
+    for id, name in cur.fetchall():
+        TABLE_FIELDS[id] = name
+
+    cur.execute(
+        "select id, dataset_query::jsonb from report_card where not archived order by id"
+    )
+    for card_id, query in cur.fetchall():
+        QUESTIONS[card_id] = MetabaseQuestion(card_id, query)
+
+    for question in QUESTIONS.values():
+        try:
+            question.resolve_inceptions()
+        except KeyError:
+            print(
+                f"Could not resolve inceptions for question {question.id}, source question does not exist"
+            )
+            continue
+        question.resolve_names()
+
+    all_questions = set()
+    for dashboard_id, question_ids in dashboards.items():
+        all_questions.update(question_ids)
+        print(f"############### analyse dashboard={dashboard_id}")
+        print("nb questions:", len(question_ids))
+        all_tables = set()
+        print("> questions utilisées")
+        for question_id in sorted(question_ids):
+            q = QUESTIONS[question_id]
+            print(f"\t{q.id=} {q.source_table=} {q.inception_level=}")
+            for join in q.joins:
+                print(f"\t\tJOIN on {join}")
+            all_tables.add(q.source_table)
+            all_tables.update(q.joins)
+        print("> tables référencées")
+        for table in sorted([t for t in all_tables if t]):
+            print(f"\t{table}")
+
+    for question_id in args.question_ids:
+        print(f"############### analyse question={question_id}")
+        all_questions.add(question_id)
+        q = QUESTIONS[question_id]
+        print(f"\t{q.id=} {q.source_table=} {q.inception_level=}")
+        for join in q.joins:
+            print(f"\t\tJOIN on {join}")
+        for filter in q.filters:
+            print(f"\t\tFILTER on {filter}")
+
+    table_occurrences = Counter()
+    join_pairs = []
+    for q_id in all_questions:
+        question = QUESTIONS[q_id]
+        for i in range(len(question.joins)):
+            for j in range(i + 1, len(question.joins)):
+                if question.joins[i] != question.joins[j]:
+                    pair = tuple(sorted((question.joins[i], question.joins[j])))
+                    join_pairs.append(pair)
+        table_occurrences[question.source_table] += 1
+        for join in question.joins:
+            if question.source_table != join:
+                table_occurrences[join] += 1
+                pair = tuple(sorted((question.source_table, join)))
+                join_pairs.append(pair)
+
+    print("############### top tables")
+    for table, count in sorted(
+        dict(table_occurrences).items(), key=lambda x: x[1], reverse=True
+    ):
+        print(f"{table}: {count} occurrences")
+
+    print("############### top joins")
+    pair_frequencies = Counter(join_pairs)
+    most_joined = sorted(pair_frequencies.items(), key=lambda x: x[1], reverse=True)
+    for pair, freq in most_joined:
+        print(f"{pair[0]} - {pair[1]}: {freq}")
+
+    cur.close()
+    con.close()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/analytics/metabase_scanner/pyproject.toml b/analytics/metabase_scanner/pyproject.toml
new file mode 100644
index 000000000..704b0788a
--- /dev/null
+++ b/analytics/metabase_scanner/pyproject.toml
@@ -0,0 +1,28 @@
+[build-system]
+build-backend = "setuptools.build_meta"
+requires = ["setuptools", "wheel"]
+
+[project]
+version = "0.1.0"
+name = "metabase_scanner"
+dependencies = [
+    "psycopg2",
+    "sqlglot",
+]
+
+[project.scripts]
+metabase-scan = "metabase_scan:main"
+
+[tool.ruff.lint]
+# see prefixes in https://beta.ruff.rs/docs/rules/
+select = [
+    "F",  # pyflakes
+    "E",  # pycodestyle errors
+    "W",  # pycodestyle warnings
+    "I",  # isort
+    "UP",  # pyupgrade
+]
+
+[tool.ruff.lint.isort]
+section-order = ["future","standard-library","third-party","first-party","local-folder"]
+combine-as-imports = true
diff --git a/analytics/models/_sources.yml b/analytics/models/_sources.yml
new file mode 100644
index 000000000..a65510d96
--- /dev/null
+++ b/analytics/models/_sources.yml
@@ -0,0 +1,33 @@
+sources:
+  - name: dora
+    schema: public
+    tables:
+      - name: orientations_orientation
+      - name: services_fundinglabel
+      - name: services_savedsearch
+      - name: services_service
+      - name: services_service_categories
+      - name: services_servicecategory
+      - name: services_service_coach_orientation_modes
+      - name: services_service_funding_labels
+      - name: stats_deploymentstate
+      - name: stats_dimobilisationevent
+      - name: stats_dimobilisationevent_categories
+      - name: stats_diserviceview
+      - name: stats_mobilisationevent
+      - name: stats_mobilisationevent_categories
+      - name: stats_pageview
+      - name: stats_searchview
+      - name: stats_searchview_categories
+      - name: stats_serviceview
+      - name: stats_structureinfosview
+      - name: stats_structureview
+      - name: structures_structure
+      - name: structures_structuremember
+      - name: structures_structurenationallabel
+      - name: structures_structure_national_labels
+      - name: structures_structureputativemember
+      - name: structures_structuretypology
+      - name: users_user
+
+
diff --git a/analytics/models/intermediate/int_mobilisationevent_user.sql b/analytics/models/intermediate/int_mobilisationevent_user.sql
new file mode 100644
index 000000000..fce44bf52
--- /dev/null
+++ b/analytics/models/intermediate/int_mobilisationevent_user.sql
@@ -0,0 +1,17 @@
+WITH users AS (
+    SELECT * FROM {{ ref('stg_user') }}
+),
+
+events AS (
+    SELECT * FROM {{ ref('stg_mobilisationevent') }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='events', from=ref('stg_mobilisationevent'), prefix='event_') }},
+        {{ dbt_utils.star(relation_alias='users', from=ref('stg_user'), prefix='user_') }}
+    FROM events
+    INNER JOIN users ON events.user_id = users.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_orientation_user_service.sql b/analytics/models/intermediate/int_orientation_user_service.sql
new file mode 100644
index 000000000..2ff9b2f4c
--- /dev/null
+++ b/analytics/models/intermediate/int_orientation_user_service.sql
@@ -0,0 +1,23 @@
+WITH orientations AS (
+    SELECT * FROM {{ ref('stg_orientation') }}
+),
+
+users AS (
+    SELECT * FROM {{ ref('stg_user') }}
+),
+
+services AS (
+    SELECT * FROM {{ ref('int_service_structure') }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='orientations', from=ref('stg_orientation'), prefix='orientation_') }},
+        {{ dbt_utils.star(relation_alias='users', from=ref('stg_user'), prefix='user_') }},
+        {{ dbt_utils.star(relation_alias='services', from=ref('int_service_structure')) }}
+    FROM orientations
+    INNER JOIN users ON orientations.prescriber_id = users.id
+    INNER JOIN services ON orientations.service_id = services.service_id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_pageview_user.sql b/analytics/models/intermediate/int_pageview_user.sql
new file mode 100644
index 000000000..e43b180d7
--- /dev/null
+++ b/analytics/models/intermediate/int_pageview_user.sql
@@ -0,0 +1,17 @@
+WITH events AS (
+    SELECT * FROM {{ ref('stg_pageview') }}
+),
+
+users AS (
+    SELECT * FROM {{ ref('stg_user') }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='events', from=ref('stg_pageview'), prefix='event_') }},
+        {{ dbt_utils.star(relation_alias='users', from=ref('stg_user'), prefix='user_') }}
+    FROM events
+    INNER JOIN users ON events.user_id = users.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_searchview_user.sql b/analytics/models/intermediate/int_searchview_user.sql
new file mode 100644
index 000000000..6cb2bdd5c
--- /dev/null
+++ b/analytics/models/intermediate/int_searchview_user.sql
@@ -0,0 +1,17 @@
+WITH events AS (
+    SELECT * FROM {{ ref('stg_searchview') }}
+),
+
+users AS (
+    SELECT * FROM {{ ref('stg_user') }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='events', from=ref('stg_searchview'), prefix='event_') }},
+        {{ dbt_utils.star(relation_alias='users', from=ref('stg_user'), prefix='user_') }}
+    FROM events
+    INNER JOIN users ON events.user_id = users.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_service_categories.sql b/analytics/models/intermediate/int_service_categories.sql
new file mode 100644
index 000000000..0c0325e42
--- /dev/null
+++ b/analytics/models/intermediate/int_service_categories.sql
@@ -0,0 +1,23 @@
+WITH services AS (
+    SELECT * FROM {{ ref("int_service_structure") }}
+),
+
+categorie_pairs AS (
+    SELECT * FROM {{ source('dora', 'services_service_categories') }}
+),
+
+categories AS (
+    SELECT * FROM {{ source('dora', 'services_servicecategory') }}
+),
+
+final AS (
+    SELECT
+        services.*,
+        categories.label AS category_name,
+        categories.value AS category_label
+    FROM services
+    LEFT JOIN categorie_pairs ON services.service_id = categorie_pairs.service_id
+    LEFT JOIN categories ON categorie_pairs.servicecategory_id = categories.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_service_fundinglabels.sql b/analytics/models/intermediate/int_service_fundinglabels.sql
new file mode 100644
index 000000000..1696f1555
--- /dev/null
+++ b/analytics/models/intermediate/int_service_fundinglabels.sql
@@ -0,0 +1,23 @@
+WITH services AS (
+    SELECT * FROM {{ ref("int_service_structure") }}
+),
+
+fundinglabel_pairs AS (
+    SELECT * FROM {{ source('dora', 'services_service_funding_labels') }}
+),
+
+fundinglabels AS (
+    SELECT * FROM {{ source('dora', 'services_fundinglabel') }}
+),
+
+final AS (
+    SELECT
+        services.*,
+        fundinglabels.label AS fundinglabel_name,
+        fundinglabels.value AS fundinglabel_label
+    FROM services
+    LEFT JOIN fundinglabel_pairs ON services.service_id = fundinglabel_pairs.service_id
+    LEFT JOIN fundinglabels ON fundinglabel_pairs.fundinglabel_id = fundinglabels.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_service_structure.sql b/analytics/models/intermediate/int_service_structure.sql
new file mode 100644
index 000000000..14e0b3d37
--- /dev/null
+++ b/analytics/models/intermediate/int_service_structure.sql
@@ -0,0 +1,17 @@
+WITH services AS (
+    SELECT * FROM {{ ref("stg_service") }}
+),
+
+structure AS (
+    SELECT * FROM {{ ref("stg_structure") }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='services', from=ref("stg_service"), prefix='service_') }},
+        {{ dbt_utils.star(relation_alias='structure', from=ref("stg_structure"), prefix='structure_') }}
+    FROM services
+    INNER JOIN structure ON services.structure_id = structure.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_service_structure_labels.sql b/analytics/models/intermediate/int_service_structure_labels.sql
new file mode 100644
index 000000000..d932bf938
--- /dev/null
+++ b/analytics/models/intermediate/int_service_structure_labels.sql
@@ -0,0 +1,17 @@
+WITH services AS (
+    SELECT * FROM {{ ref("stg_service") }}
+),
+
+structure AS (
+    SELECT * FROM {{ ref("int_structure_labels") }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='services', from=ref("stg_service"), prefix='service_', except=['id']) }},
+        {{ dbt_utils.star(relation_alias='structure', from=ref("int_structure_labels"), prefix='structure_', except=['id']) }}
+    FROM services
+    INNER JOIN structure ON services.structure_id = structure.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_serviceview_user_service.sql b/analytics/models/intermediate/int_serviceview_user_service.sql
new file mode 100644
index 000000000..9ded7edc0
--- /dev/null
+++ b/analytics/models/intermediate/int_serviceview_user_service.sql
@@ -0,0 +1,23 @@
+WITH events AS (
+    SELECT * FROM {{ ref('stg_serviceview') }}
+),
+
+services AS (
+    SELECT * FROM {{ ref('int_service_structure') }}
+),
+
+users AS (
+    SELECT * FROM {{ ref('stg_user') }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='events', from=ref('stg_serviceview'), prefix='event_') }},
+        {{ dbt_utils.star(relation_alias='services', from=ref('int_service_structure')) }},
+        {{ dbt_utils.star(relation_alias='users', from=ref('stg_user'), prefix='user_') }}
+    FROM events
+    INNER JOIN services ON CAST(services.service_id AS TEXT) = events.service_id
+    LEFT JOIN users ON events.user_id = users.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_structure_labels.sql b/analytics/models/intermediate/int_structure_labels.sql
new file mode 100644
index 000000000..05a747677
--- /dev/null
+++ b/analytics/models/intermediate/int_structure_labels.sql
@@ -0,0 +1,23 @@
+WITH structures AS (
+    SELECT * FROM {{ ref("stg_structure") }}
+),
+
+national_label_pairs AS (
+    SELECT * FROM {{ source('dora', 'structures_structure_national_labels') }}
+),
+
+national_labels AS (
+    SELECT * FROM {{ source('dora', 'structures_structurenationallabel') }}
+),
+
+final AS (
+    SELECT
+        structures.*,
+        national_labels.label AS national_label_name,
+        national_labels.value AS national_label_code
+    FROM structures
+    LEFT JOIN national_label_pairs ON structures.id = national_label_pairs.structure_id
+    LEFT JOIN national_labels ON national_label_pairs.structurenationallabel_id = national_labels.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/intermediate/int_structure_member.sql b/analytics/models/intermediate/int_structure_member.sql
new file mode 100644
index 000000000..62dd7b2dc
--- /dev/null
+++ b/analytics/models/intermediate/int_structure_member.sql
@@ -0,0 +1,22 @@
+WITH users AS (
+    SELECT * FROM {{ ref('stg_user') }}
+),
+
+structure AS (
+    SELECT * FROM {{ ref('stg_structure') }}
+),
+
+member AS (
+    SELECT * FROM {{ source('dora', 'structures_structuremember') }}
+),
+
+final AS (
+    SELECT
+        {{ dbt_utils.star(relation_alias='users', from=ref('stg_user'), prefix='user_') }},
+        {{ dbt_utils.star(relation_alias='structure', from=ref('stg_structure'), prefix='structure_') }}
+    FROM member
+    INNER JOIN structure ON member.structure_id = structure.id
+    INNER JOIN users ON member.user_id = users.id
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/_staging_models.yml b/analytics/models/staging/_staging_models.yml
new file mode 100644
index 000000000..cd226271b
--- /dev/null
+++ b/analytics/models/staging/_staging_models.yml
@@ -0,0 +1,88 @@
+models:
+  - name: stg_user
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+  - name: stg_structure
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+
+  - name: stg_pageview
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+  - name: stg_seachview
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+
+  - name: stg_orientation
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+
+  - name: stg_mobilisationevent
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+  - name: stg_serviceview
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+        - columns: [structure_id]
+        - columns: [user_id]
+        - columns: [is_staff, is_manager]
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
+
+  - name: stg_service
+    config:
+      indexes:
+        - columns: [id]
+          unique: true
+    columns:
+      - name: id
+        data_tests:
+          - unique
+          - not_null
diff --git a/analytics/models/staging/stg_mobilisationevent.sql b/analytics/models/staging/stg_mobilisationevent.sql
new file mode 100644
index 000000000..9529a6cc0
--- /dev/null
+++ b/analytics/models/staging/stg_mobilisationevent.sql
@@ -0,0 +1,60 @@
+WITH src_events AS (
+    SELECT * FROM {{ source('dora', 'stats_mobilisationevent') }}
+),
+
+src_di_events AS (
+    SELECT * FROM {{ source('dora', 'stats_dimobilisationevent') }}
+),
+
+events AS (
+    SELECT
+        'dora-' || src.id AS id,
+        src.path,
+        src.date,
+        src.anonymous_user_hash,
+        src.is_logged,
+        src.is_staff,
+        src.is_manager,
+        src.is_an_admin,
+        src.is_structure_admin,
+        src.is_structure_member,
+        src.user_kind,
+        src.structure_department,
+        src.user_id,
+        FALSE             AS is_di
+
+    FROM src_events AS src
+
+),
+
+di_events AS (
+    SELECT
+        'di-' || src.id AS id,
+        src.path,
+        src.date,
+        src.anonymous_user_hash,
+        src.is_logged,
+        src.is_staff,
+        src.is_manager,
+        src.is_an_admin,
+        FALSE
+        AS is_structure_admin,
+        FALSE
+        AS is_structure_member,
+        src.user_kind,
+        src.structure_department,
+        src.user_id,
+        TRUE            AS is_di
+    FROM src_di_events AS src
+),
+
+
+final AS (
+    SELECT * FROM events
+    UNION
+    SELECT *
+    FROM di_events
+    WHERE date >= '2024-07-01'
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_orientation.sql b/analytics/models/staging/stg_orientation.sql
new file mode 100644
index 000000000..a3088cc74
--- /dev/null
+++ b/analytics/models/staging/stg_orientation.sql
@@ -0,0 +1,24 @@
+--         q.id=993 q.source_table='orientations_orientation' q.inception_level=0
+--                 JOIN on mb_service
+--                 JOIN on services_service_funding_labels
+--                 JOIN on services_fundinglabel
+-- 
+
+
+-- ou une autre table dérivées jointe     avec mb_structuremember
+
+--         q.id=948 q.source_table='mb_serviceview_all' q.inception_level=4
+--                 JOIN on structures_structuremember
+--                 JOIN on mb_structure
+--                 JOIN on mb_user
+
+WITH orientations AS (
+    SELECT * FROM {{ source('dora', 'orientations_orientation') }}
+),
+
+final AS (
+    SELECT * FROM orientations
+    WHERE CAST(creation_date AS DATE) >= '2024-07-01'
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_pageview.sql b/analytics/models/staging/stg_pageview.sql
new file mode 100644
index 000000000..254649533
--- /dev/null
+++ b/analytics/models/staging/stg_pageview.sql
@@ -0,0 +1,12 @@
+WITH events AS (
+    SELECT * FROM {{ source('dora', 'stats_pageview') }}
+),
+
+final AS (
+    SELECT * FROM events
+    WHERE
+        CAST(date AS DATE) >= '2024-07-01'
+        AND is_staff IS FALSE
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_searchview.sql b/analytics/models/staging/stg_searchview.sql
new file mode 100644
index 000000000..569b47234
--- /dev/null
+++ b/analytics/models/staging/stg_searchview.sql
@@ -0,0 +1,12 @@
+WITH events AS (
+    SELECT * FROM {{ source('dora', 'stats_searchview') }}
+),
+
+final AS (
+    SELECT * FROM events
+    WHERE
+        CAST(date AS DATE) >= '2024-07-01'
+        AND is_staff IS FALSE
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_service.sql b/analytics/models/staging/stg_service.sql
new file mode 100644
index 000000000..69e20f4df
--- /dev/null
+++ b/analytics/models/staging/stg_service.sql
@@ -0,0 +1,32 @@
+WITH src AS (
+    SELECT * FROM {{ source('dora', 'services_service') }}
+    WHERE is_model IS FALSE
+),
+
+services AS (
+    SELECT
+        src.{{ dbt_utils.star(relation_alias=src, from=source('dora', 'services_service'), except=['geom']) }},
+        ST_Y(CAST(src.geom AS geometry)) AS latitude,
+        ST_X(CAST(src.geom AS geometry)) AS longitude,
+        CASE
+            WHEN
+                src.modification_date + '240 days' <= NOW()
+                AND src.status = 'PUBLISHED'
+                THEN 'REQUIRED'
+            WHEN
+                src.modification_date + '180 days' <= NOW()
+                AND src.status = 'PUBLISHED'
+                THEN 'NEEDED'
+            ELSE 'NOT_NEEDED'
+        END                              AS update_status
+    FROM src
+),
+
+final AS (
+    SELECT
+        services.*,
+        CONCAT('https://dora.inclusion.beta.gouv.fr/services/', services.slug) AS dora_url
+    FROM services
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_serviceview.sql b/analytics/models/staging/stg_serviceview.sql
new file mode 100644
index 000000000..f5804e273
--- /dev/null
+++ b/analytics/models/staging/stg_serviceview.sql
@@ -0,0 +1,66 @@
+WITH src AS (
+    SELECT * FROM {{ source('dora', 'stats_serviceview') }}
+),
+
+src_di AS (
+    SELECT * FROM {{ source('dora', 'stats_diserviceview') }}
+),
+
+service_view AS (
+
+    SELECT
+        'dora-' || src.id            AS id,
+        src.path,
+        src.date,
+        src.anonymous_user_hash,
+        src.is_logged,
+        src.is_staff,
+        src.is_manager,
+        src.is_an_admin,
+        src.is_structure_admin,
+        src.is_structure_member,
+        src.user_kind,
+        src.structure_department,
+        src.user_id,
+        CAST(src.service_id AS TEXT) AS service_id,
+        src.service_source           AS source,
+        src.is_orientable,
+        FALSE                        AS is_di
+    FROM
+        src
+),
+
+di_service_view AS (
+
+    SELECT
+        'di-' || src.id              AS id,
+        src.path,
+        src.date,
+        src.anonymous_user_hash,
+        src.is_logged,
+        src.is_staff,
+        src.is_manager,
+        src.is_an_admin,
+        FALSE                        AS is_structure_admin,
+        FALSE                        AS is_structure_member,
+        src.user_kind,
+        src.structure_department,
+        src.user_id,
+        CAST(src.service_id AS TEXT) AS service_id,
+        src.source,
+        FALSE                        AS is_orientable,
+        TRUE                         AS is_di
+    FROM
+        src_di AS src
+),
+
+final AS (
+    SELECT * FROM service_view
+    UNION
+    SELECT * FROM di_service_view
+    WHERE
+        CAST(date AS DATE) >= '2024-07-01'
+        AND is_staff IS FALSE
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_structure.sql b/analytics/models/staging/stg_structure.sql
new file mode 100644
index 000000000..62d2b445f
--- /dev/null
+++ b/analytics/models/staging/stg_structure.sql
@@ -0,0 +1,13 @@
+WITH structures AS (
+    SELECT * FROM {{ source('dora', 'structures_structure') }}
+),
+
+
+final AS (
+    SELECT
+        structures.*,
+        CONCAT('https://dora.inclusion.beta.gouv.fr/structures/', structures.slug) AS dora_url
+    FROM structures
+)
+
+SELECT * FROM final
diff --git a/analytics/models/staging/stg_user.sql b/analytics/models/staging/stg_user.sql
new file mode 100644
index 000000000..c9a82ed08
--- /dev/null
+++ b/analytics/models/staging/stg_user.sql
@@ -0,0 +1,30 @@
+WITH src AS (
+    SELECT * FROM {{ source('dora', 'users_user') }}
+    WHERE
+        is_active IS TRUE
+        AND is_valid IS TRUE
+        AND is_staff IS FALSE
+),
+
+final AS (
+    SELECT
+        id,
+        ic_id,
+        email,
+        last_name,
+        first_name,
+        is_valid,
+        is_staff,
+        is_manager,
+        departments,
+        date_joined,
+        last_login,
+        last_service_reminder_email_sent,
+        newsletter,
+        main_activity,
+        departments[1]                   AS department,
+        last_service_reminder_email_sent AS last_notification_email_sent
+    FROM src
+)
+
+SELECT * FROM final
diff --git a/analytics/package-lock.yml b/analytics/package-lock.yml
new file mode 100644
index 000000000..17c0350a1
--- /dev/null
+++ b/analytics/package-lock.yml
@@ -0,0 +1,4 @@
+packages:
+  - package: dbt-labs/dbt_utils
+    version: 1.3.0
+sha1_hash: 226ae69cdfbc9367e2aa2c472b01f99dbce11de0
diff --git a/analytics/packages.yml b/analytics/packages.yml
new file mode 100644
index 000000000..39f82d4de
--- /dev/null
+++ b/analytics/packages.yml
@@ -0,0 +1,3 @@
+packages:
+  - package: dbt-labs/dbt_utils
+    version: 1.3.0
diff --git a/analytics/profiles.yml b/analytics/profiles.yml
new file mode 100644
index 000000000..2e4dea3b3
--- /dev/null
+++ b/analytics/profiles.yml
@@ -0,0 +1,15 @@
+dora:
+  outputs:
+    dev:
+      type: postgres
+      # runs on a 2XL machine
+      threads: 8
+      host: "{{ env_var('PGHOST', 'localhost') }}"
+      port: "{{ env_var('PGPORT', '5432') | int }}"
+      user: "{{ env_var('PGUSER', 'dora') }}"
+      password: "{{ env_var('PGPASSWORD', 'dora') }}"
+      dbname: "{{ env_var('PGDATABASE', 'dora') }}"
+      schema: public
+
+  target: dev
+
diff --git a/analytics/pyproject.toml b/analytics/pyproject.toml
new file mode 100644
index 000000000..475ce70c0
--- /dev/null
+++ b/analytics/pyproject.toml
@@ -0,0 +1,46 @@
+[build-system]
+build-backend = "setuptools.build_meta"
+requires = ["setuptools", "wheel"]
+
+[tool.sqlfluff.core]
+dialect = "postgres"
+exclude_rules = [
+    "layout.long_lines",
+    "structure.column_order",
+]
+templater = "dbt"
+
+[tool.sqlfluff.layout.type.alias_expression]
+# https://docs.sqlfluff.com/en/stable/layout.html#aligned-elements
+# We want non-default spacing _before_ the alias expressions.
+spacing_before = "align"
+# We want to align them within the next outer select clause.
+# This means for example that alias expressions within the FROM
+# or JOIN clause would _not_ be aligned with them.
+align_within = "select_clause"
+# The point at which to stop searching outward for siblings, which
+# in this example would likely be the boundary of a CTE. Stopping
+# when we hit brackets is usually a good rule of thumb for this
+# configuration.
+align_scope = "bracketed"
+
+
+[tool.sqlfluff.rules.capitalisation.keywords]
+capitalisation_policy = "upper"
+
+[tool.sqlfluff.rules.capitalisation.functions]
+extended_capitalisation_policy = "upper"
+
+[tool.sqlfluff.rules.capitalisation.literals]
+# Null & Boolean Literals
+capitalisation_policy = "upper"
+
+[tool.sqlfluff.rules.convention.casting_style]
+# SQL type casting
+preferred_type_casting_style = "cast"
+
+[tool.sqlfluff.rules.references.special_chars]
+# FIXME(vperron) : A retirer une fois vérifié que pas d'impact métier
+# Ceci est une mauvaise pratique, les champs internes ne devraient pas
+# être les champs métiers définitifs, c'est le travail de Metabase
+additional_allowed_characters = "àéè '-"
diff --git a/analytics/requirements.txt b/analytics/requirements.txt
new file mode 100644
index 000000000..5ebbdcc29
--- /dev/null
+++ b/analytics/requirements.txt
@@ -0,0 +1,4 @@
+dbt-core==1.8.8
+dbt-postgres==1.8.2
+sqlfluff==3.2.5
+sqlfluff-templater-dbt==3.2.5
diff --git a/analytics/seeds/.gitkeep b/analytics/seeds/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/analytics/seeds/stats_insertion.csv b/analytics/seeds/stats_insertion.csv
new file mode 100644
index 000000000..559447dbb
--- /dev/null
+++ b/analytics/seeds/stats_insertion.csv
@@ -0,0 +1,102 @@
+Code Dept,Nom Dept,Num Accompagnateurs,Num Dea Brsa,Num Conseillers Ft Les Emplois,Num Dea 202309,Num Brsa 202309
+10,Aube,816,18 850,177,14 190,4 660
+11,Aude,1 474,23 550,234,19 430,4 120
+12,Aveyron,923,9 900,137,8 390,1 510
+13,Bouches-du-Rhône,3 993,132 230,1 460,108 620,23 610
+14,Calvados,1 968,30 800,338,25 710,5 090
+15,Cantal,395,3 820,55,3 270,550
+16,Charente,1 050,16 480,179,13 770,2 710
+17,Charente-Maritime,1 568,28 410,331,24 140,4 270
+18,Cher,1 025,14 080,146,11 140,2 940
+19,Correze,678,9 020,123,7 570,1 450
+21,Cote-d'Or,1 415,20 550,262,17 040,3 510
+22,Côtes d'Armor,1 943,24 680,282,20 720,3 960
+23,Creuse,553,5 150,70,4 080,1 070
+24,Dordogne,1 443,17 950,216,14 960,2 990
+25,Doubs,1 210,24 710,309,20 690,4 020
+26,Drôme,1 756,27 780,277,24 040,3 740
+27,Eure,1 512,26 690,274,22 690,4 000
+28,Eure-et-Loir,907,19 850,213,16 460,3 390
+29,Finistère,2 246,37 150,528,31 620,5 530
+30,Gard,1 987,50 780,402,41 160,9 620
+31,Haute-Garonne,3 419,79 000,714,66 930,12 070
+32,Gers,857,6 950,71,5 960,990
+33,Gironde,3 290,79 440,943,67 240,12 200
+34,Hérault,3 147,82 590,682,68 760,13 830
+35,Ille-et-Vilaine,2 780,43 610,507,37 890,5 720
+36,Indre,599,9 580,96,7 700,1 880
+37,Indre-et-Loire,1 499,27 670,303,23 170,4 500
+38,Isère,2 645,55 520,580,47 920,7 600
+39,Jura,697,8 510,131,7 630,880
+40,Landes,1 084,17 660,236,15 220,2 440
+41,Loir-et-Cher,1 029,12 320,115,10 650,1 670
+42,Loire,2 010,36 370,362,30 700,5 670
+43,Haute-Loire,617,8 170,97,7 120,1 050
+44,Loire-Atlantique,2 541,55 840,714,49 200,6 640
+45,Loiret,1 501,33 250,299,27 570,5 680
+46,Lot,577,8 220,70,6 610,1 610
+47,Lot-et-Garonne,812,15 430,185,12 560,2 870
+48,Lozère,287,2 170,24,1 840,330
+49,Maine-et-Loire,2 038,34 850,446,28 810,6 040
+50,Manche,1 446,16 270,238,14 030,2 240
+51,Marne,1 477,26 050,259,20 960,5 090
+52,Haute-Marne,552,6 800,109,5 480,1 320
+53,Mayenne,1 051,9 170,143,7 890,1 280
+54,Meurthe-et-Moselle,1 968,35 750,333,29 250,6 500
+55,Meuse,699,8 760,88,7 080,1 680
+56,Morbihan,1 908,28 910,352,24 920,3 990
+57,Moselle,1 733,54 510,505,44 070,10 440
+58,Nievre,1 015,7 660,105,6 250,1 410
+59,Nord,9 869,189 990,2 185,144 730,45 260
+60,Oise,1 768,41 270,482,34 760,6 510
+61,Orne,1 008,11 340,105,9 300,2 040
+62,Pas-de-Calais,5 159,78 140,993,63 310,14 830
+63,Puy-de-Dôme,1 105,29 470,291,24 000,5 470
+64,Pyrénées-Atlantiques,1 578,25 220,325,22 280,2 940
+65,Hautes-Pyrénées,942,11 270,128,9 350,1 920
+66,Pyrénées-Orientales,1 407,37 930,298,30 530,7 400
+67,Bas-Rhin,2 027,52 720,455,44 520,8 200
+68,Haut-Rhin,1 476,36 780,394,31 530,5 250
+69,Rhône,3 756,94 970,904,80 790,14 180
+70,Haute-Saone,683,9 490,100,7 970,1 520
+71,Saône-et-Loire,1 281,22 780,253,18 740,4 040
+72,Sarthe,1 326,26 110,327,21 290,4 820
+73,Savoie,1 061,17 670,236,16 130,1 540
+74,Haute-Savoie,1 333,35 450,350,32 770,2 680
+75,Paris,5 004,127 890,1 019,109 140,18 750
+76,Seine-Maritime,2 913,66 770,827,54 210,12 560
+77,Seine-et-Marne,2 191,73 830,559,62 730,11 100
+78,Yvelines,2 625,71 980,552,61 760,10 220
+79,Deux-Sèvres,1 057,12 200,193,10 570,1 630
+80,Somme,1 681,31 280,467,25 020,6 260
+81,Tarn,1 098,20 050,267,16 400,3 650
+82,Tarn-et-Garonne,823,15 020,131,11 960,3 060
+83,Var,2 073,51 460,582,43 870,7 590
+84,Vaucluse,1 649,38 390,341,31 270,7 120
+85,Vendée,1 354,22 400,347,19 980,2 420
+86,Vienne,988,16 030,213,13 570,2 460
+87,Haute-Vienne,1 004,15 500,216,12 370,3 130
+88,Vosges,1 029,18 240,250,14 860,3 380
+89,Yonne,972,14 430,163,11 920,2 510
+90,Territoire-de-Belfort,141,8 390,85,6 650,1 740
+91,Essonne,2 250,62 710,596,54 290,8 420
+92,Hauts-de-Seine,2 359,84 050,661,71 460,12 590
+93,Seine-Saint-Denis,4 374,133 490,1 158,109 950,23 540
+94,Val-de-Marne,3 273,80 220,630,68 380,11 840
+95,Val-d'Oise,2 143,75 770,592,65 040,10 730
+971,Guadeloupe,1 459,60 940,341,43 760,17 180
+972,Martinique,1 522,42 570,296,31 640,10 930
+973,Guyane,1 036,29 090,151,21 240,7 850
+974,Réunion,2 867,162 640,1 138,117 340,45 300
+976,Mayotte,1 260,23 400,36,17 400,6 000
+2A,Corse,550,4 990,64,4 530,460
+2B,Corse,550,6 690,62,5 750,940
+01,Ain,1 243,25 180,280,22 430,2 750
+02,Aisne,1 774,35 420,390,27 540,7 880
+03,Allier,1 134,17 120,164,13 700,3 420
+04,Alpes de,482,9 160,109,7 680,1 480
+05,Hautes-Alpes,403,6 450,28,5 740,710
+06,Alpes-Maritimes,2 073,57 090,512,50 210,6 880
+07,Ardèche,1 091,16 450,116,14 260,2 190
+08,Ardennes,1 051,17 750,152,13 320,4 430
+09,Ariège,451,10 230,116,7 980,2 250
diff --git a/analytics/snapshots/.gitkeep b/analytics/snapshots/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/analytics/sync-analytics.sh b/analytics/sync-analytics.sh
new file mode 100755
index 000000000..cf89c6c9d
--- /dev/null
+++ b/analytics/sync-analytics.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+
+# This program can also be used to synchronize the source table locally,
+# you only have to provide the correct DATABASE_URL and DORA_DATABASE_URL
+# with an enabled proxy to the DORA database.
+
+if command -v dbclient-fetcher &> /dev/null; then
+    dbclient-fetcher pgsql 15
+fi
+
+# Generate the list of tables to be exported
+cat models/_sources.yml | grep '      - name' | cut -d':' -f2 > tables.txt
+xargs -I {} echo -n "-t {} " < tables.txt > args.txt
+
+time pg_dump $DORA_DATABASE_URL --jobs=8 --format=directory --compress=1 --clean --if-exists --no-owner --no-privileges --verbose $(cat args.txt) --file=/tmp/out.dump
+time psql $DATABASE_URL -c "DROP SCHEMA public CASCADE; CREATE SCHEMA public; CREATE EXTENSION IF NOT EXISTS postgis;"
+time pg_restore --dbname=$DATABASE_URL --jobs=8 --format=directory --clean --if-exists --no-owner --no-privileges --verbose /tmp/out.dump
+
+# Run DBT model generation & validation
+cleaned_url=${DATABASE_URL#postgresql://}
+cleaned_url=${cleaned_url#postgres://}
+cleaned_url=${cleaned_url#postgres://}
+
+userpass=$(echo "$cleaned_url" | cut -d@ -f1)
+export PGUSER=$(echo "$userpass" | cut -d: -f1)
+export PGPASSWORD=$(echo "$userpass" | cut -d: -f2)
+
+hostportdb=$(echo "$cleaned_url" | cut -d@ -f2)
+export PGHOST=$(echo "$hostportdb" | cut -d: -f1)
+export PGPORT=$(echo "$hostportdb" | cut -d: -f2 | cut -d/ -f1)
+export PGDATABASE=$(echo "$hostportdb" | cut -d/ -f2 | cut -d'?' -f1)
+
+dbt debug
+dbt deps
+dbt seed
+dbt build
diff --git a/analytics/tests/.gitkeep b/analytics/tests/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/back/queries/metabase/01-base/0010_mb_structure.sql b/back/queries/metabase/01-base/0010_mb_structure.sql
deleted file mode 100644
index 49cd21aab..000000000
--- a/back/queries/metabase/01-base/0010_mb_structure.sql
+++ /dev/null
@@ -1,12 +0,0 @@
-drop table if exists mb_structure;
-
-create table mb_structure as
-select -- noqa: AM04
-    structures_structure.*,
-    (
-        select concat('https://dora.inclusion.beta.gouv.fr/structures/', slug)
-    ) as dora_url
-from structures_structure;
-
--- Keys & constraints
-alter table mb_structure add primary key (id);
diff --git a/back/queries/metabase/01-base/0020_mb_all_service.sql b/back/queries/metabase/01-base/0020_mb_all_service.sql
deleted file mode 100644
index 76405c54b..000000000
--- a/back/queries/metabase/01-base/0020_mb_all_service.sql
+++ /dev/null
@@ -1,65 +0,0 @@
--- noqa: disable=LT05
-drop table if exists mb_all_service cascade;
-
-create table mb_all_service as
-select
-    services_service.id,
-    services_service.name,
-    services_service.short_desc,
-    services_service.full_desc,
-    services_service.is_cumulative,
-    services_service.fee_details,
-    services_service.beneficiaries_access_modes_other,
-    services_service.coach_orientation_modes_other,
-    services_service.forms,
-    services_service.contact_name,
-    services_service.contact_phone,
-    services_service.contact_email,
-    services_service.is_contact_info_public,
-    services_service.remote_url,
-    services_service.address1,
-    services_service.address2,
-    services_service.postal_code,
-    services_service.city_code,
-    services_service.city,
-    services_service.recurrence,
-    services_service.suspension_date,
-    services_service.creation_date,
-    services_service.modification_date,
-    services_service.creator_id,
-    services_service.last_editor_id,
-    services_service.structure_id,
-    services_service.slug,
-    services_service.online_form,
-    services_service.publication_date,
-    services_service.diffusion_zone_details,
-    services_service.diffusion_zone_type,
-    services_service.qpv_or_zrr,
-    services_service.is_model,
-    services_service.model_id,
-    services_service.last_sync_checksum,
-    services_service.sync_checksum,
-    services_service.status,
-    services_service.moderation_date,
-    services_service.moderation_status,
-    services_service.fee_condition_id,
-    services_service.use_inclusion_numerique_scheme,
-    services_service.source_id,
-    services_service.data_inclusion_id,
-    services_service.data_inclusion_source,
-    (select st_y((services_service.geom)::geometry) as st_y) as latitude,
-    (select st_x((services_service.geom)::geometry) as st_x) as longitude,
-    case
-        when
-            services_service.modification_date + '240 days' <= now()
-            and services_service.status = 'PUBLISHED'
-            then 'REQUIRED'
-        when
-            services_service.modification_date + '180 days' <= now()
-            and services_service.status = 'PUBLISHED'
-            then 'NEEDED'
-        else 'NOT_NEEDED'
-    end                                                      as update_status
-from services_service;
-
-alter table mb_all_service add primary key (id);
diff --git a/back/queries/metabase/01-base/0030_mb_service.sql b/back/queries/metabase/01-base/0030_mb_service.sql
deleted file mode 100644
index dedcf6f31..000000000
--- a/back/queries/metabase/01-base/0030_mb_service.sql
+++ /dev/null
@@ -1,9 +0,0 @@
-drop view if exists mb_service;
-
-create view mb_service as
-select -- noqa: AM04
-    *,
-    (
-        select concat('https://dora.inclusion.beta.gouv.fr/services/', slug)
-    ) as dora_url
-from mb_all_service where is_model is false;
diff --git a/back/queries/metabase/01-base/0040_mb_model.sql b/back/queries/metabase/01-base/0040_mb_model.sql
deleted file mode 100644
index 39aacdab5..000000000
--- a/back/queries/metabase/01-base/0040_mb_model.sql
+++ /dev/null
@@ -1,29 +0,0 @@
-drop view if exists mb_model;
-
-create view mb_model as
-select
-    id,
-    name,
-    short_desc,
-    full_desc,
-    is_cumulative,
-    fee_details,
-    beneficiaries_access_modes_other,
-    coach_orientation_modes_other,
-    forms,
-    recurrence,
-    suspension_date,
-    creation_date,
-    modification_date,
-    creator_id,
-    last_editor_id,
-    structure_id,
-    slug,
-    online_form,
-    qpv_or_zrr,
-    sync_checksum,
-    fee_condition_id,
-    (
-        select concat('https://dora.inclusion.beta.gouv.fr/modeles/', slug)
-    ) as dora_url
-from mb_all_service where is_model is true;
diff --git a/back/queries/metabase/01-base/0050_mb_service_suggestion.sql b/back/queries/metabase/01-base/0050_mb_service_suggestion.sql
deleted file mode 100644
index 5d1dd862a..000000000
--- a/back/queries/metabase/01-base/0050_mb_service_suggestion.sql
+++ /dev/null
@@ -1,7 +0,0 @@
-drop table if exists mb_service_suggestion;
-
-create table mb_service_suggestion as
-select service_suggestions_servicesuggestion.* -- noqa: AM04
-from service_suggestions_servicesuggestion;
-
-alter table mb_service_suggestion add primary key (id);
diff --git a/back/queries/metabase/01-base/0060_mb_mobilisationevent_all.sql b/back/queries/metabase/01-base/0060_mb_mobilisationevent_all.sql
deleted file mode 100644
index e4f1e8e21..000000000
--- a/back/queries/metabase/01-base/0060_mb_mobilisationevent_all.sql
+++ /dev/null
@@ -1,43 +0,0 @@
-drop table if exists mb_mobilisationevent_all;
-
-create table mb_mobilisationevent_all as
-select
-    (select 'di-'::text || stats_dimobilisationevent.id) as id,
-    stats_dimobilisationevent.path,
-    stats_dimobilisationevent.date,
-    stats_dimobilisationevent.anonymous_user_hash,
-    stats_dimobilisationevent.is_logged,
-    stats_dimobilisationevent.is_staff,
-    stats_dimobilisationevent.is_manager,
-    stats_dimobilisationevent.is_an_admin,
-    (select false
-    )                                                    as is_structure_admin,
-    (select false
-    )                                                    as is_structure_member,
-    stats_dimobilisationevent.user_kind,
-    stats_dimobilisationevent.structure_department,
-    stats_dimobilisationevent.user_id,
-    (select true)                                        as is_di
-from
-    stats_dimobilisationevent
-union
-select
-    (select 'dora-'::text || stats_mobilisationevent.id) as id,
-    stats_mobilisationevent.path,
-    stats_mobilisationevent.date,
-    stats_mobilisationevent.anonymous_user_hash,
-    stats_mobilisationevent.is_logged,
-    stats_mobilisationevent.is_staff,
-    stats_mobilisationevent.is_manager,
-    stats_mobilisationevent.is_an_admin,
-    stats_mobilisationevent.is_structure_admin,
-    stats_mobilisationevent.is_structure_member,
-    stats_mobilisationevent.user_kind,
-    stats_mobilisationevent.structure_department,
-    stats_mobilisationevent.user_id,
-    (select false)                                       as is_di
-from
-    stats_mobilisationevent;
-
-
-alter table mb_mobilisationevent_all add primary key (id);
diff --git a/back/queries/metabase/01-base/0070_mb_mobilisationevent_categories_all.sql b/back/queries/metabase/01-base/0070_mb_mobilisationevent_categories_all.sql
deleted file mode 100644
index d7a85d111..000000000
--- a/back/queries/metabase/01-base/0070_mb_mobilisationevent_categories_all.sql
+++ /dev/null
@@ -1,22 +0,0 @@
-drop table if exists mb_mobilisationevent_categories_all;
-
-create table mb_mobilisationevent_categories_all as
-select
-    (
-        select
-            'di-'::text
-            || stats_dimobilisationevent_categories.dimobilisationevent_id
-    ) as mobilisationevent_id,
-    stats_dimobilisationevent_categories.servicecategory_id
-from
-    stats_dimobilisationevent_categories
-union
-select
-    (
-        select
-            'dora-'::text
-            || stats_mobilisationevent_categories.mobilisationevent_id
-    ) as mobilisationevent_id,
-    stats_mobilisationevent_categories.servicecategory_id
-from
-    stats_mobilisationevent_categories;
diff --git a/back/queries/metabase/01-base/0080_mb_serviceview_all.sql b/back/queries/metabase/01-base/0080_mb_serviceview_all.sql
deleted file mode 100644
index 259cb02be..000000000
--- a/back/queries/metabase/01-base/0080_mb_serviceview_all.sql
+++ /dev/null
@@ -1,64 +0,0 @@
-drop table if exists mb_serviceview_all;
-
-create table mb_serviceview_all as
-select
-    (select 'di-'::text || disv.id) as id,
-    disv.path,
-    disv.date,
-    disv.anonymous_user_hash,
-    disv.is_logged,
-    disv.is_staff,
-    disv.is_manager,
-    disv.is_an_admin,
-    (select false)                  as is_structure_admin,
-    (select false)                  as is_structure_member,
-    disv.user_kind,
-    disv.structure_department,
-    disv.user_id,
-    disv.source,
-    (select false)                  as is_orientable,
-    (select true)                   as is_di,
-    disv.service_id::text,
-    disv.structure_id,
-    disv.service_name,
-    disv.structure_name
-from
-    stats_diserviceview as disv
-union
-select
-    (select 'dora-'::text || sv.id) as id,
-    sv.path,
-    sv.date,
-    sv.anonymous_user_hash,
-    sv.is_logged,
-    sv.is_staff,
-    sv.is_manager,
-    sv.is_an_admin,
-    sv.is_structure_admin,
-    sv.is_structure_member,
-    sv.user_kind,
-    sv.structure_department,
-    sv.user_id,
-    sv.service_source               as source,
-    sv.is_orientable,
-    (select false)                  as is_di,
-    sv.service_id::text,
-    sv.structure_id::text,
-    s.name                          as service_name,
-    st.name                         as structure_name
-from
-    stats_serviceview as sv
-left join services_service as s on sv.service_id = s.id
-left join structures_structure as st on sv.structure_id = st.id;
-
-alter table mb_serviceview_all add primary key (id);
-
--- Indexes
-create index idx_mb_serviceview_all_structure_id
-on mb_serviceview_all ("structure_id");
-
-create index idx_mb_serviceview_all_user_id
-on mb_serviceview_all ("user_id");
-
-create index idx_mb_serviceview_all_is_staff_is_manager
-on mb_serviceview_all ("is_staff", "is_manager");
diff --git a/back/queries/metabase/01-base/0090_mb_serviceview_categories_all.sql b/back/queries/metabase/01-base/0090_mb_serviceview_categories_all.sql
deleted file mode 100644
index 438b8858d..000000000
--- a/back/queries/metabase/01-base/0090_mb_serviceview_categories_all.sql
+++ /dev/null
@@ -1,15 +0,0 @@
-drop table if exists mb_serviceview_categories_all;
-
-
-create table mb_serviceview_categories_all as
-select
-    (select 'di-'::text || dic.diserviceview_id) as serviceview_id,
-    dic.servicecategory_id
-from
-    stats_diserviceview_categories as dic
-union
-select
-    (select 'dora-'::text || svc.serviceview_id) as serviceview_id,
-    svc.servicecategory_id
-from
-    stats_serviceview_categories as svc;
diff --git a/back/queries/metabase/01-base/0100_mb_user.sql b/back/queries/metabase/01-base/0100_mb_user.sql
deleted file mode 100644
index 1dab3252c..000000000
--- a/back/queries/metabase/01-base/0100_mb_user.sql
+++ /dev/null
@@ -1,27 +0,0 @@
-drop table if exists mb_user;
-
-create table mb_user as
-select
-    users_user.id,
-    users_user.ic_id,
-    users_user.email,
-    users_user.last_name,
-    users_user.first_name,
-    users_user.is_valid,
-    users_user.is_staff,
-    users_user.is_manager,
-    users_user.departments,
-    users_user.date_joined,
-    users_user.last_login,
-    users_user.last_service_reminder_email_sent,
-    users_user.newsletter,
-    users_user.main_activity,
-    (select users_user.departments[1]) as department,
-    (
-        select users_user.last_service_reminder_email_sent
-    )                                  as last_notification_email_sent
---
-from users_user
-where (users_user.is_active is true);
-
-alter table mb_user add primary key (id);
diff --git a/back/queries/metabase/01-base/0110_mb_putative_members.sql b/back/queries/metabase/01-base/0110_mb_putative_members.sql
deleted file mode 100644
index 1679bfef1..000000000
--- a/back/queries/metabase/01-base/0110_mb_putative_members.sql
+++ /dev/null
@@ -1,68 +0,0 @@
--- Utilisateurs en attente de rattachement
--- (extension des données de `structures_structureputativemember`)
-
--- noqa: disable=LT05
-
-drop table if exists mb_putative_members cascade;
-
-create table mb_putative_members as
-select
-    mu.id               as "ID utilisateur",
-    mu.first_name       as "Nom",
-    mu.last_name        as "Prénom",
-    mu.email            as "E-mail",
-    mu.is_valid         as "E-mail validé",
-    mu.date_joined      as "Date de création",
-    mu.last_login       as "Dernière connexion",
-    ms.name             as "Nom de la structure",
-    ms.slug             as "SLUG",
-    ms.dora_url         as "URL Dora",
-    ms.department       as "Département",
-    ss.creation_date    as "Date d'invitation",
-    ss.is_admin         as "Invitation en tant qu'admin",
-    -- invité : l'utilisateur ne s'est pas rattaché lui-même à la structure 
-    ss.invited_by_admin as "Invitation par un admin",
-    (
-        case
-            when mu.date_joined > now() - interval '24 months' then false
-            when mu.last_login is null then true
-            else mu.last_login < now() - interval '24 months'
-        end
-    )                   as "Compte inactif",
-    -- TODO: un refactor avec une table utilitaire pour éviter les jointures ?
-    (
-        select count(*)
-        from structures_structuremember as ssm
-        inner join mb_user as mu2 on ssm.user_id = mu2.id and mu2.is_valid
-        where ssm.is_admin and ssm.structure_id = ms.id
-    )                   as "Nombre d'admins dans la structure",
-    (
-        ss.is_admin
-        and (
-            select count(*) = 0 from
-                structures_structuremember as ssm
-            inner join mb_user as mu2 on ssm.user_id = mu2.id and mu2.is_valid
-            where
-                ssm.structure_id = ss.structure_id
-                and ssm.is_admin
-        )
-    )                   as "Premier admin de la structure",
-    (
-        select count(*)
-        from structures_structuremember as ss2
-        where
-            ss2.user_id = mu.id
-    )                   as "Membre d'autres structures"
-from mb_user as mu
-inner join structures_structureputativemember as ss on mu.id = ss.user_id
-left join mb_structure as ms on ss.structure_id = ms.id
-where
-    not mu.is_staff
-order by mu.date_joined desc;
-
--- Indexes 
-create index mb_putative_members_date_joined_idx on mb_putative_members ("Date de création");
-create index mb_putative_members_dpt_idx on mb_putative_members ("Département");
-create index mb_putative_members_dpt_is_valid on mb_putative_members ("E-mail validé");
-
-comment on table mb_putative_members is 'Liste des membres en attente de rattachement';
diff --git a/back/queries/metabase/01-base/0120_mb_notification_logs.sql b/back/queries/metabase/01-base/0120_mb_notification_logs.sql
deleted file mode 100644
index 0e6352b10..000000000
--- a/back/queries/metabase/01-base/0120_mb_notification_logs.sql
+++ /dev/null
@@ -1,25 +0,0 @@
--- Historique des traitements de tâches de notification
-
--- noqa: disable=LT05
-
-drop table if exists mb_notification_logs cascade;
-
-create table mb_notification_logs as
-select
-    created_at                        as "date_creation",
-    (payload ->> 'nbCandidates')::int as "nb_candidats",
-    (payload ->> 'nbProcessed')::int  as "nb_traitees",
-    (payload ->> 'nbObsolete')::int   as "nb_obsoletes",
-    (payload ->> 'nbErrors')::int     as "nb_erreurs",
-    payload ->> 'taskType'            as "tache"
-from logs_actionlog
-where
-    msg like 'process_notification_tasks:%'
-    -- log level 20 => INFO
-    and level = 20;
-
--- Indexes
-create index mb_notification_logs_date_creation_idx on mb_notification_logs ("date_creation");
-create index mb_notification_logs_tache_idx on mb_notification_logs ("tache");
-
-comment on table mb_notification_logs is 'Historique des tâches de traitement de notification';
diff --git a/back/queries/metabase/01-base/0130_mb_stats_searchview.sql b/back/queries/metabase/01-base/0130_mb_stats_searchview.sql
deleted file mode 100644
index 62814caa2..000000000
--- a/back/queries/metabase/01-base/0130_mb_stats_searchview.sql
+++ /dev/null
@@ -1,34 +0,0 @@
-drop table if exists mb_stats_searchview cascade;
-
-create table mb_stats_searchview as
-select
-    "search".id,
-    "search".path,
-    "search".date,
-    "search".anonymous_user_hash,
-    "search".is_logged,
-    "search".is_staff,
-    "search".is_manager,
-    "search".is_an_admin,
-    "search".user_kind,
-    "search".department,
-    "search".city_code,
-    "search".num_results,
-    "search".user_id,
-    "search".num_di_results,
-    "search".num_di_results_top10,
-    "search".results_slugs_top10
-from stats_searchview as "search";
-
--- Keys & constraints
-alter table mb_stats_searchview add primary key (id);
-
--- Indexes 
-create index idx_mb_stats_searchview_is_staff_is_manager_is_logged
-on mb_stats_searchview using btree (
-    "is_staff", "is_manager", "is_logged"
-);
-create index idx_mb_stats_searchview_user_id
-on mb_stats_searchview using btree (
-    "user_id"
-);
diff --git a/back/queries/metabase/01-base/0140_mb_stats_structureview.sql b/back/queries/metabase/01-base/0140_mb_stats_structureview.sql
deleted file mode 100644
index 5d00eaa3a..000000000
--- a/back/queries/metabase/01-base/0140_mb_stats_structureview.sql
+++ /dev/null
@@ -1,37 +0,0 @@
-drop table if exists mb_stats_structureview cascade;
-
-create table mb_stats_structureview as
-select
-    "search".id,
-    "search".path,
-    "search".date,
-    "search".anonymous_user_hash,
-    "search".is_logged,
-    "search".is_staff,
-    "search".is_manager,
-    "search".is_an_admin,
-    "search".user_kind,
-    "search".is_structure_member,
-    "search".is_structure_admin,
-    "search".structure_department,
-    "search".structure_city_code,
-    "search".structure_id,
-    "search".user_id,
-    "search".structure_source
-from stats_structureview as "search";
-
--- Keys & constraints
-alter table mb_stats_structureview add primary key (id);
-
--- Indexes 
-create index idx_mb_stats_structureview_date
-on public.mb_stats_structureview
-using btree ("date");
-
-create index idx_mb_stats_structureview_filters
-on public.mb_stats_structureview
-using btree ("is_structure_member", "is_structure_admin", "is_staff");
-
-create index idx_mb_stats_structureview_user_id
-on public.mb_stats_structureview
-using btree ("user_id");
diff --git a/back/queries/metabase/01-base/README.md b/back/queries/metabase/01-base/README.md
deleted file mode 100644
index 05659278f..000000000
--- a/back/queries/metabase/01-base/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-Ici toutes les définitions de tables et vues metabase anciennement maj via scripts shell.
-
-Règles à avoir en tête :
-* tout fichier est considéré comme une table ou vue qui sera DROP par le script
-* de fait, il n'est pas possible d'avoir de fichiers avec juste de l'ajout de CONSTRAINTS ou d'INDEX ; il faut penser à reconstruire la table
\ No newline at end of file
diff --git a/back/queries/metabase/02-utils/README.md b/back/queries/metabase/02-utils/README.md
deleted file mode 100644
index 4cd842eda..000000000
--- a/back/queries/metabase/02-utils/README.md
+++ /dev/null
@@ -1 +0,0 @@
-Ici les scripts SQL utilitaires / réutilisables pour la construction de questions ou requêtes Metabase.
diff --git a/back/queries/metabase/03-questions/0020_q_members_invited.sql b/back/queries/metabase/03-questions/0020_q_members_invited.sql
deleted file mode 100644
index 487a2f531..000000000
--- a/back/queries/metabase/03-questions/0020_q_members_invited.sql
+++ /dev/null
@@ -1,30 +0,0 @@
--- Question : 
--- liste des membres invités
-
--- noqa: disable=LT05
-
-drop view if exists q_members_invited;
-
-create view q_members_invited as
-select
-    "ID utilisateur",
-    "Nom",
-    "Prénom",
-    "E-mail",
-    "E-mail validé",
-    "Date de création",
-    "Dernière connexion",
-    "Nom de la structure",
-    "URL Dora",
-    "SLUG",
-    "Département",
-    "Date d'invitation",
-    "Invitation en tant qu'admin",
-    "Compte inactif",
-    "Nombre d'admins dans la structure",
-    "Premier admin de la structure",
-    "Membre d'autres structures"
-from mb_putative_members
-where "Invitation par un admin";
-
-comment on view q_members_invited is 'Liste des membres invités en attente de rattachement';
diff --git a/back/queries/metabase/03-questions/0030_q_members_invited_valid.sql b/back/queries/metabase/03-questions/0030_q_members_invited_valid.sql
deleted file mode 100644
index 2af1d8efc..000000000
--- a/back/queries/metabase/03-questions/0030_q_members_invited_valid.sql
+++ /dev/null
@@ -1,30 +0,0 @@
--- Question : 
--- liste des membres invités, avec e-mail validé, 
-
--- noqa: disable=LT05
-
-drop view if exists q_members_invited_valid;
-
-create view q_members_invited_valid as
-select
-    "ID utilisateur",
-    "Nom",
-    "Prénom",
-    "E-mail",
-    "E-mail validé",
-    "Date de création",
-    "Dernière connexion",
-    "Nom de la structure",
-    "URL Dora",
-    "SLUG",
-    "Département",
-    "Date d'invitation",
-    "Invitation en tant qu'admin",
-    "Compte inactif",
-    "Nombre d'admins dans la structure",
-    "Premier admin de la structure",
-    "Membre d'autres structures"
-from mb_putative_members
-where "E-mail validé" and "Invitation par un admin";
-
-comment on view q_members_invited_valid is 'Liste des membres invités en attente de rattachement : e-mail validé';
diff --git a/back/queries/metabase/03-questions/0031_q_members_invited_invalid.sql b/back/queries/metabase/03-questions/0031_q_members_invited_invalid.sql
deleted file mode 100644
index 46fbfc224..000000000
--- a/back/queries/metabase/03-questions/0031_q_members_invited_invalid.sql
+++ /dev/null
@@ -1,30 +0,0 @@
--- Question : 
--- liste des membres invités, avec e-mail non-validé, 
-
--- noqa: disable=LT05
-
-drop view if exists q_members_invited_invalid;
-
-create view q_members_invited_invalid as
-select
-    "ID utilisateur",
-    "Nom",
-    "Prénom",
-    "E-mail",
-    "E-mail validé",
-    "Date de création",
-    "Dernière connexion",
-    "Nom de la structure",
-    "URL Dora",
-    "SLUG",
-    "Département",
-    "Date d'invitation",
-    "Invitation en tant qu'admin",
-    "Compte inactif",
-    "Nombre d'admins dans la structure",
-    "Premier admin de la structure",
-    "Membre d'autres structures"
-from mb_putative_members
-where not "E-mail validé" and "Invitation par un admin";
-
-comment on view q_members_invited_invalid is 'Liste des membres invités en attente de rattachement : e-mail non-validé';
diff --git a/back/queries/metabase/03-questions/0040_q_orphan_users.sql b/back/queries/metabase/03-questions/0040_q_orphan_users.sql
deleted file mode 100644
index c2dda4883..000000000
--- a/back/queries/metabase/03-questions/0040_q_orphan_users.sql
+++ /dev/null
@@ -1,46 +0,0 @@
--- Utilisateurs sans rattachements ni invitations
--- e-mail validé ou non
-
--- noqa: disable=LT05
-
-drop table if exists q_orphan_users;
-
-create table q_orphan_users as
-select
-    mu.id                               as "ID utilisateur",
-    mu.email                            as "E-mail",
-    mu.first_name                       as "Nom",
-    mu.last_name                        as "Prénom",
-    mu.is_valid                         as "E-mail validé",
-    mu.date_joined                      as "Date de création",
-    mu.last_login                       as "Dernière connexion",
-    (
-        case
-            when mu.date_joined > now() - interval '24 months' then false
-            when mu.last_login is null then true
-            else mu.last_login < now() - interval '24 months'
-        end
-    )                                   as "Compte inactif",
-    (select ic_id is not null)          as "Inscrit IC",
-    (select date_joined < '2022-10-03') as "Créé avant MEP IC"
-from mb_user as mu
-where
-    not mu.is_staff
-    and mu.id not in (select user_id from structures_structuremember)
-    and mu.id not in (select user_id from structures_structureputativemember)
-    and mu.id not in (select "ID utilisateur" from q_users_before_ic)
-order by mu.date_joined desc;
-
--- Indexes et PK
-
-alter table public.q_orphan_users add constraint q_orphan_users_pk primary key ( -- noqa: LT05
-    "ID utilisateur"
-);
-
-create index q_orphan_users_valide_idx
-on q_orphan_users ("E-mail validé");
-
-create index q_orphan_users_date_joined_idx
-on q_orphan_users ("Date de création");
-
-comment on table q_orphan_users is 'Liste des utilisateurs non rattachés à une structure et sans invitation';
diff --git a/back/queries/metabase/03-questions/0050_q_users_before_ic.sql b/back/queries/metabase/03-questions/0050_q_users_before_ic.sql
deleted file mode 100644
index 0d6ac030b..000000000
--- a/back/queries/metabase/03-questions/0050_q_users_before_ic.sql
+++ /dev/null
@@ -1,42 +0,0 @@
--- Utilisateurs sans invitations n'ayant pas validé leur email 
--- avant la mise en production d'inclusion-connect
--- a.k.a utilisateurs à supprimer
-
--- noqa: disable=LT05
-
-drop table if exists q_users_before_ic;
-
-create table q_users_before_ic as
-select
-    mu.id                           as "ID utilisateur",
-    mu.email                        as "E-mail",
-    mu.date_joined                  as "Date de création",
-    (
-        case
-            when mu.date_joined > now() - interval '24 months' then false
-            when mu.last_login is null then true
-            else mu.last_login < now() - interval '24 months'
-        end
-    )                               as "Compte inactif",
-    (mu.date_joined < '2022-10-03') as "Créé avant IC"
-from mb_user as mu
-where
-    not mu.is_staff
-    -- adresse e-mail non validée :
-    and not mu.is_valid
-    -- aucun rattachement en attente : 
-    and mu.id not in (select user_id from structures_structureputativemember where not invited_by_admin)
-    -- aucune connexion IC :
-    and mu.ic_id is null
-order by mu.date_joined desc;
-
--- Indexes et PK
-
-alter table public.q_users_before_ic add constraint q_users_before_ic_pk primary key ( -- noqa: LT05
-    "ID utilisateur"
-);
-
-create index q_users_before_ic_date_joined_idx
-on q_users_before_ic ("Date de création");
-
-comment on table q_users_before_ic is 'Utilisateurs avec e-mail non validé, créés avant IC';
diff --git a/back/queries/metabase/03-questions/0060_q_searches_with_few_results.sql b/back/queries/metabase/03-questions/0060_q_searches_with_few_results.sql
deleted file mode 100644
index 939cf250a..000000000
--- a/back/queries/metabase/03-questions/0060_q_searches_with_few_results.sql
+++ /dev/null
@@ -1,37 +0,0 @@
--- Question(s) concernée(s):
---   • "Nombre de recherches aboutissant à peu de résultats (<6)"
---   • "Nombre de recherches aboutissant à 0 résultat" 
-
-drop table if exists q_searches_with_few_results;
-
-create table q_searches_with_few_results as (
-    select
-        "search".id          as "id",
-        "search".path        as "path",
-        "search".date        as "date",
-        "search".num_results as "num_results",
-        "search".department  as "department",
-        ss.label             as "label",
-        category.label       as "category"
-    from stats_searchview as "search"
-    left join
-        stats_searchview_categories as "service"
-        on "search".id = "service".searchview_id
-    left join
-        services_servicecategory as category
-        on "service".servicecategory_id = category.id
-    left join
-        structures_structuremember as member
-        on "search".user_id = member.user_id
-    left join mb_structure as structure on member.structure_id = structure.id
-    left join
-        structures_structure_national_labels as ssnl
-        on structure.id = ssnl.structure_id
-    left join
-        structures_structurenationallabel as ss
-        on ssnl.structurenationallabel_id = ss.id
-    where
-        "search".num_results < 6
-        and "search".is_staff = false
-        and "search".is_manager = false
-);
diff --git a/back/queries/metabase/03-questions/0070_q_searches_by_category_department_label.sql b/back/queries/metabase/03-questions/0070_q_searches_by_category_department_label.sql
deleted file mode 100644
index 12074ccb0..000000000
--- a/back/queries/metabase/03-questions/0070_q_searches_by_category_department_label.sql
+++ /dev/null
@@ -1,36 +0,0 @@
--- Question(s) concernée(s):
---   • "Nombre de recherches par thématique"
-
-drop table if exists q_searches_by_category_department_label;
-
-create table q_searches_by_category_department_label as (
-    select
-        category.label              as "category",
-        "search".department         as "department",
-        ss.label                    as "label",
-        count(distinct "search".id) as "count"
-    from stats_searchview as "search"
-    left join
-        stats_searchview_categories as "service"
-        on "search".id = "service".searchview_id
-    left join
-        services_servicecategory as category
-        on "service".servicecategory_id = category.id
-    left join
-        structures_structuremember as member
-        on "search".user_id = member.user_id
-    left join mb_structure as structure on member.structure_id = structure.id
-    left join
-        structures_structure_national_labels as ssnl
-        on structure.id = ssnl.structure_id
-    left join
-        structures_structurenationallabel as ss
-        on ssnl.structurenationallabel_id = ss.id
-    where
-        "search".is_staff = false
-        and "search".is_manager = false
-    group by
-        category.label,
-        "search".department,
-        ss.label
-);
diff --git a/back/queries/metabase/03-questions/0080_q_searches_by_monthyear_department_label.sql b/back/queries/metabase/03-questions/0080_q_searches_by_monthyear_department_label.sql
deleted file mode 100644
index 3eede3abc..000000000
--- a/back/queries/metabase/03-questions/0080_q_searches_by_monthyear_department_label.sql
+++ /dev/null
@@ -1,36 +0,0 @@
--- Question(s) concernée(s):
---   • "Evolution du nombre de recherhces - avec typologie"
-
-drop table if exists q_searches_by_monthyear_department_label;
-
-create table q_searches_by_monthyear_department_label as (
-    select
-        "search".department               as "department",
-        ss.label                          as "label",
-        to_char("search".date, 'YYYY-MM') as "month_year",
-        count(distinct "search".id)       as "count"
-    from stats_searchview as "search"
-    left join
-        stats_searchview_categories as "service"
-        on "search".id = "service".searchview_id
-    left join
-        services_servicecategory as category
-        on "service".servicecategory_id = category.id
-    left join
-        structures_structuremember as member
-        on "search".user_id = member.user_id
-    left join mb_structure as structure on member.structure_id = structure.id
-    left join
-        structures_structure_national_labels as ssnl
-        on structure.id = ssnl.structure_id
-    left join
-        structures_structurenationallabel as ss
-        on ssnl.structurenationallabel_id = ss.id
-    where
-        "search".is_staff = false
-        and "search".is_manager = false
-    group by
-        to_char("search".date, 'YYYY-MM'),
-        "search".department,
-        ss.label
-);
diff --git a/back/queries/metabase/03-questions/0090_q_searches_on_last_30_days.sql b/back/queries/metabase/03-questions/0090_q_searches_on_last_30_days.sql
deleted file mode 100644
index 04fd7a135..000000000
--- a/back/queries/metabase/03-questions/0090_q_searches_on_last_30_days.sql
+++ /dev/null
@@ -1,35 +0,0 @@
--- Question(s) concernée(s):
---   • "Recherches sur les 30 derniers jours"
-
-drop table if exists q_searches_on_last_30_days;
-
-create table q_searches_on_last_30_days as (
-    select
-        "search".id          as "id",
-        "search".path        as "path",
-        "search".date        as "date",
-        "search".num_results as "num_results",
-        "search".department  as "department",
-        ss.label             as "label"
-    from stats_searchview as "search"
-    left join
-        stats_searchview_categories as category
-        on "search".id = category.searchview_id
-    left join
-        services_servicecategory as thematique
-        on category.servicecategory_id = thematique.id
-    left join
-        structures_structuremember as member
-        on "search".user_id = member.user_id
-    left join mb_structure as structure on member.structure_id = structure.id
-    left join
-        structures_structure_national_labels as ssnl
-        on structure.id = ssnl.structure_id
-    left join
-        structures_structurenationallabel as ss
-        on ssnl.structurenationallabel_id = ss.id
-    where
-        "search".date >= now() - INTERVAL '30 days'
-        and "search".is_staff = false
-        and "search".is_manager = false
-);
diff --git a/back/queries/metabase/03-questions/0100_q_mobilisations_by_category_department.sql b/back/queries/metabase/03-questions/0100_q_mobilisations_by_category_department.sql
deleted file mode 100644
index ef2a73e49..000000000
--- a/back/queries/metabase/03-questions/0100_q_mobilisations_by_category_department.sql
+++ /dev/null
@@ -1,36 +0,0 @@
--- Question(s) concernée(s):
---   • "Nombre de mobilisations par thématique"
-
-drop table if exists q_mobilisations_by_category_department;
-
-create table q_mobilisations_by_category_department as (
-    select
-        mobilisation.id      as "id",
-        mobilisation.path    as "path",
-        mobilisation.date    as "date",
-        structure.department as "department",
-        ss.label             as "label",
-        category.label       as "category"
-    from stats_mobilisationevent as mobilisation
-    left join
-        services_service_categories as "service"
-        on mobilisation.service_id = "service".service_id
-    left join
-        services_servicecategory as category
-        on "service".servicecategory_id = category.id
-    left join
-        structures_structuremember as member
-        on mobilisation.user_id = member.user_id
-    left join mb_structure as structure on member.structure_id = structure.id
-    left join
-        structures_structure_national_labels as ssnl
-        on structure.id = ssnl.structure_id
-    left join
-        structures_structurenationallabel as ss
-        on ssnl.structurenationallabel_id = ss.id
-    where
-        mobilisation.is_staff = false
-        and mobilisation.is_manager = false
-        and mobilisation.is_structure_member = false
-        and mobilisation.is_structure_admin = false
-);
diff --git a/back/queries/metabase/03-questions/README.md b/back/queries/metabase/03-questions/README.md
deleted file mode 100644
index 7f79ebc4b..000000000
--- a/back/queries/metabase/03-questions/README.md
+++ /dev/null
@@ -1,2 +0,0 @@
-# Documentation : vues Postgres
-À compléter au besoin ...
diff --git a/back/queries/stats/01-utilisateurs/0010_v_searches_for_user.sql b/back/queries/stats/01-utilisateurs/0010_v_searches_for_user.sql
deleted file mode 100644
index 11838d734..000000000
--- a/back/queries/stats/01-utilisateurs/0010_v_searches_for_user.sql
+++ /dev/null
@@ -1,28 +0,0 @@
--- Décompte des recherches effectuées par des utilisateurs connectés :
--- non-gestionnaire, 
--- non-membre de l'équipe, 
--- et non-offreur seulement. 
-
-drop view if exists v_searches_for_user;
-
-create or replace view v_searches_for_user as
-select
-    anonymous_user_hash,
-    date_part('doy', date)   as jour,
-    date_part('week', date)  as semaine,
-    date_part('month', date) as mois,
-    date_part('year', date)  as annee,
-    count(*)                 as nb
-from mb_stats_searchview
-where
-    user_kind != 'offreur'
-    and not is_manager
-    and not is_staff
-    and is_logged
-group by
-    anonymous_user_hash,
-    jour,
-    semaine,
-    mois,
-    annee
-order by annee asc, jour asc, nb desc;
diff --git a/back/queries/stats/01-utilisateurs/0011_v_service_views_for_user.sql b/back/queries/stats/01-utilisateurs/0011_v_service_views_for_user.sql
deleted file mode 100644
index 15bb1f5e6..000000000
--- a/back/queries/stats/01-utilisateurs/0011_v_service_views_for_user.sql
+++ /dev/null
@@ -1,36 +0,0 @@
--- Décompte des vues de service par utilisateur connecté : 
--- non-gestionnaire, 
--- non-membre de l'équipe, 
--- pas porté par une structure dont l'utilisateur est membre,
--- et non-offreur seulement. 
-
-drop view if exists v_service_views_for_user;
-
-create or replace view v_service_views_for_user as
-select
-    anonymous_user_hash,
-    date_part('doy', date)   as jour,
-    date_part('week', date)  as semaine,
-    date_part('month', date) as mois,
-    date_part('year', date)  as annee,
-    count(*)                 as nb
-from stats_serviceview as ss
-where
-    user_kind != 'offreur'
-    and not is_manager
-    and not is_staff
-    and is_logged
-    -- l'utilisateur ne visualise pas un service 
-    -- des structures dont il est membre
-    and user_id not in (
-        select ss2.user_id
-        from structures_structuremember as ss2
-        where ss2.structure_id = ss.structure_id
-    )
-group by
-    anonymous_user_hash,
-    jour,
-    semaine,
-    mois,
-    annee
-order by annee asc, jour asc, nb desc;
diff --git a/back/queries/stats/01-utilisateurs/0012_v_structure_views_for_user.sql b/back/queries/stats/01-utilisateurs/0012_v_structure_views_for_user.sql
deleted file mode 100644
index 92ef5491b..000000000
--- a/back/queries/stats/01-utilisateurs/0012_v_structure_views_for_user.sql
+++ /dev/null
@@ -1,35 +0,0 @@
--- Décompte des vues de structure par utilisateur connecté : 
--- non-gestionnaire, 
--- non-membre de l'équipe, 
--- pas une structure dont l'utilisateur est membre,
--- et non-offreur seulement. 
-
-drop view if exists v_structure_views_for_user;
-
-create or replace view v_structure_views_for_user as
-select
-    anonymous_user_hash,
-    date_part('doy', date)   as jour,
-    date_part('week', date)  as semaine,
-    date_part('month', date) as mois,
-    date_part('year', date)  as annee,
-    count(*)                 as nb
-from stats_structureview as ss
-where
-    user_kind != 'offreur'
-    and not is_manager
-    and not is_staff
-    and is_logged
-    -- l'utilisateur ne visualise pas une structure dont il est membre
-    and user_id not in (
-        select ss2.user_id
-        from structures_structuremember as ss2
-        where ss2.structure_id = ss.structure_id
-    )
-group by
-    anonymous_user_hash,
-    jour,
-    semaine,
-    mois,
-    annee
-order by annee asc, jour asc, nb desc;
diff --git a/back/queries/stats/README.md b/back/queries/stats/README.md
deleted file mode 100644
index dafd4c162..000000000
--- a/back/queries/stats/README.md
+++ /dev/null
@@ -1 +0,0 @@
-À compléter au besoin ...