From 393c5276564e0cad5529557f2be2a7fc57e20565 Mon Sep 17 00:00:00 2001
From: Luigi Maiorano <luigi.maiorano@qumo.io>
Date: Fri, 23 Jan 2026 15:05:35 +0100
Subject: [PATCH] filters

---
 02_quant_analysis.py | 33 +++++++++++++++++++++++++++++++--
 1 file changed, 31 insertions(+), 2 deletions(-)

diff --git a/02_quant_analysis.py b/02_quant_analysis.py
index 434ec36..c1bd7b4 100644
--- a/02_quant_analysis.py
+++ b/02_quant_analysis.py
@@ -103,9 +103,38 @@ def _(mo):
     return
 
 
+@app.cell(hide_code=True)
+def _(data_all, mo):
+    data_all_collected = data_all.collect()
+    ages = mo.ui.multiselect(options=data_all_collected["QID1"], value=data_all_collected["QID1"].unique(), label="Select Age Group(s):")
+    income = mo.ui.multiselect(data_all_collected["QID15"], value=data_all_collected["QID15"], label="Select Income Group(s):")
+    gender = mo.ui.multiselect(data_all_collected["QID2"], value=data_all_collected["QID2"], label="Select Gender(s)")
+    ethnicity = mo.ui.multiselect(data_all_collected["QID3"], value=data_all_collected["QID3"], label="Select Ethnicities:")
+    consumer = mo.ui.multiselect(data_all_collected["Consumer"], value=data_all_collected["Consumer"], label="Select Consumer Groups:")
+
+
+    mo.md(f"""
+    # Data Filters
+
+
+    {ages}
+
+    {gender}
+
+    {ethnicity}
+
+    {income}
+
+    {consumer}
+
+    """)
+    return ages, consumer, ethnicity, gender, income
+
+
 @app.cell
-def _(data_all, survey):
-    data = survey.filter_data(data_all, age=None, gender=None, income=None, ethnicity=None, consumer=None)
+def _(ages, consumer, data_all, ethnicity, gender, income, survey):
+    data = survey.filter_data(data_all, age=ages.value, gender=gender.value, income=income.value, ethnicity=ethnicity.value, consumer=consumer.value)
+    data.collect()
     return (data,)