Add Parameters distributions App

Changelog.md

@@ -5,6 +5,7 @@
 
 - upgrade streamlit version to 1.44
 - Adding theme
+- Adding parameters distributions App
 
 ## [0.2.7] - 2025-03-22
 

README.md

@@ -45,6 +45,9 @@ You can access the hosted version of the app at [https://davmelchi-db-query.hf.s
 - [x] Check TCH from MAL sheet
 - [x] Add Analitic dashboards for each database (Count of NE)
 - [x] Add kml generation
+- [x] Parameters Distribution App
 - [ ] Improve Dashboard
 - [ ] Add the ability to select columns
 - [ ] Error handling
+- [ ] Symetric neighbours checkin
+- [ ] frequency distribution GSM

app.py

@@ -6,7 +6,7 @@ st.set_page_config(
     layout="wide",
     initial_sidebar_state="expanded",
     menu_items={
-        "About": "**📡 NPO DB Query v0.2.7**",
+        "About": "**📡 NPO DB Query v0.2.8**",
     },
 )
 
@@ -14,6 +14,7 @@ st.set_page_config(
 pages = {
     "Apps": [
         st.Page("apps/database_page.py", title="🏡Generate Databases"),
+        st.Page("apps/parameters_distribution.py", title="📊Parameters distribution"),
         st.Page("apps/core_dump_page.py", title="📠Parse dump core"),
         st.Page("apps/gps_converter.py", title="🧭GPS Converter"),
         st.Page("apps/distance.py", title="🛰Distance Calculator"),
@@ -32,6 +33,10 @@ pages = {
             "apps/kpi_analysis/wbts_capacty.py",
             title=" 📊 WBTS Capacity BB and CE Analysis",
         ),
+        st.Page(
+            "apps/kpi_analysis/gsm_capacity.py",
+            title=" 📊 GSM Capacity Analysis",
+        ),
     ],
     "Documentations": [
         st.Page("documentations/database_doc.py", title="📚Databases Documentation"),

apps/parameters_distribution.py

@@ -0,0 +1,43 @@
+import pandas as pd
+import streamlit as st
+from pyxlsb import open_workbook
+
+st.title("📊 Parameters distribution Analyzer")
+
+uploaded_file = st.file_uploader("Upload an .xlsb Dump file", type="xlsb")
+
+if uploaded_file:
+    # Get sheet names
+    with open_workbook(uploaded_file) as wb:
+        sheet_names = wb.sheets
+
+    # Dropdown for Object Class (sheet)
+    object_class = st.selectbox("Select Object Class (Sheet)", sheet_names)
+
+    if object_class:
+        # Read the selected sheet, skip first row
+        df: pd.DataFrame = pd.read_excel(
+            uploaded_file, sheet_name=object_class, skiprows=[0], engine="calamine"
+        )
+
+        if df.empty:
+            st.warning("The selected sheet is empty or couldn't be read.")
+        else:
+
+            parameters = st.multiselect("Select Parameter(s)", df.columns)
+
+            if parameters:
+                for param in parameters:
+                    st.markdown(f"---\n### 🔹 {param}")
+                    col1, col2 = st.columns(2)
+
+                    # Distribution table
+                    with col1:
+                        dist = df[param].value_counts(dropna=False).reset_index()
+                        dist.columns = [param, "Count"]
+                        st.dataframe(dist, use_container_width=True)
+
+                    # Bar chart
+                    with col2:
+                        chart_data = dist.set_index(param)
+                        st.bar_chart(chart_data, use_container_width=True)