diff --git a/data_science/health_monitoring_dashboard/filtered_COPD_dataset.csv b/data_science/health_monitoring_dashboard/filtered_COPD_dataset.csv
new file mode 100644
index 00000000..8692664d
--- /dev/null
+++ b/data_science/health_monitoring_dashboard/filtered_COPD_dataset.csv
@@ -0,0 +1,102 @@
+AGE,MWT1,MWT2,MWT1Best,FEV1,FVC,FVCPRED,FEV1PRED,COPDSEVERITY
+77,120.0,120.0,120.0,1.21,2.4,98,36.0,SEVERE
+79,165.0,176.0,176.0,1.09,1.64,65,56.0,MODERATE
+80,201.0,180.0,201.0,1.52,2.3,86,68.0,MODERATE
+56,210.0,210.0,210.0,0.47,1.14,27,14.0,VERY SEVERE
+65,204.0,210.0,210.0,1.07,2.91,98,42.0,SEVERE
+67,216.0,180.0,216.0,1.09,1.99,60,50.0,MODERATE
+67,214.0,237.0,237.0,0.69,1.31,48,35.0,SEVERE
+83,214.0,237.0,237.0,0.68,2.23,77,32.0,SEVERE
+72,231.0,237.0,237.0,2.13,4.38,80,63.0,MODERATE
+75,226.0,240.0,240.0,1.06,2.06,75,46.0,SEVERE
+76,226.0,240.0,240.0,1.1,2.06,75,46.0,SEVERE
+59,240.0,230.0,240.0,0.68,2.02,73,29.0,VERY SEVERE
+64,246.0,234.0,246.0,0.45,1.56,45,17.0,VERY SEVERE
+74,213.0,270.0,270.0,1.79,2.62,102,83.0,MILD
+70,264.0,271.0,271.0,1.2,2.09,121,52.0,MODERATE
+71,264.0,271.0,271.0,0.72,2.09,121,52.0,MODERATE
+69,243.0,273.0,273.0,1.46,3.33,81,46.0,SEVERE
+55,281.0,273.0,281.0,1.54,2.15,85,72.0,MODERATE
+72,289.0,267.0,289.0,0.6,1.81,55,24.0,VERY SEVERE
+72,289.0,267.0,289.0,0.89,1.81,55,24.0,VERY SEVERE
+74,267.0,295.0,295.0,0.51,2.06,89,27.0,VERY SEVERE
+75,297.0,291.0,297.0,0.79,1.81,51,30.0,VERY SEVERE
+69,300.0,300.0,300.0,0.91,2.9,105,39.0,SEVERE
+73,300.0,243.0,300.0,1.46,2.37,53,3.39,SEVERE
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+44,360.0,368.0,368.0,1.66,3.08,63,42.0,SEVERE
+82,345.0,369.0,369.0,1.18,2.57,73,46.0,SEVERE
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+78,390.0,391.0,391.0,1.6,2.68,60,59.0,MODERATE
+75,370.0,396.0,396.0,0.92,2.29,102,50.0,MODERATE
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+64,416.0,390.0,416.0,1.26,2.1,58,44.0,SEVERE
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+63,435.0,437.0,437.0,1.28,3.56,87,40.0,SEVERE
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+49,461.0,460.0,461.0,0.74,2.31,72,27.0,VERY SEVERE
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+63,476.0,414.0,476.0,1.69,2.31,73,68.0,MODERATE
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+63,474.0,489.0,489.0,1.01,2.48,110,54.0,MODERATE
+64,474.0,489.0,489.0,0.82,1.52,70,46.0,SEVERE
+72,492.0,440.0,492.0,0.94,2.47,60,30.0,SEVERE
+61,496.0,492.0,496.0,1.37,2.42,81,55.0,MODERATE
+60,492.0,498.0,498.0,1.96,4.01,96,3.29,MODERATE
+78,501.0,496.0,501.0,1.23,1.89,95,76.0,MODERATE
+67,496.0,505.0,505.0,2.74,4.54,96,75.0,MODERATE
+68,510.0,518.0,518.0,1.75,5.15,111,61.0,MILD
+72,510.0,525.0,525.0,2.8,4.39,95,80.0,MILD
+69,495.0,531.0,531.0,1.89,2.61,72,69.0,MODERATE
+68,495.0,531.0,531.0,1.89,2.61,72,69.0,MODERATE
+52,483.0,540.0,540.0,2.93,3.63,75,75.0,MILD
+55,522.0,540.0,540.0,2.75,4.54,96,85.0,MILD
+72,558.0,563.0,558.0,1.61,3.14,91,61.0,MODERATE
+68,511.0,575.0,575.0,2.7,3.87,108,98.0,MILD
+75,576.0,577.0,577.0,2.9,4.72,114,93.0,MILD
+68,468.0,582.0,582.0,1.65,2.8,88,67.0,MODERATE
+54,688.0,699.0,699.0,1.72,4.07,82,44.0,SEVERE
+78,,,,1.15,2.01,85,54.0,MODERATE
diff --git a/data_science/health_monitoring_dashboard/filtered_asthma_data.csv b/data_science/health_monitoring_dashboard/filtered_asthma_data.csv
new file mode 100644
index 00000000..dd13ff3e
--- /dev/null
+++ b/data_science/health_monitoring_dashboard/filtered_asthma_data.csv
@@ -0,0 +1,2393 @@
+Age,BMI,LungFunctionFEV1,LungFunctionFVC,SleepQuality,PhysicalActivity,Diagnosis
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diff --git a/data_science/health_monitoring_dashboard/finaldashboard.ipynb b/data_science/health_monitoring_dashboard/finaldashboard.ipynb
index 452288ab..14c427ca 100644
--- a/data_science/health_monitoring_dashboard/finaldashboard.ipynb
+++ b/data_science/health_monitoring_dashboard/finaldashboard.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "7ef11301-3200-413e-9369-a079255166a0",
    "metadata": {},
    "outputs": [
@@ -21,7 +21,7 @@
        "        "
       ],
       "text/plain": [
-       "<IPython.lib.display.IFrame at 0x11efd78c0>"
+       "<IPython.lib.display.IFrame at 0x122443620>"
       ]
      },
      "metadata": {},
@@ -41,6 +41,9 @@
     "FILE_PATH = 'HealthData.csv'\n",
     "data = pd.read_csv(FILE_PATH)\n",
     "\n",
+    "# Load the asthma data\n",
+    "asthma_data = pd.read_csv('filtered_asthma_data.csv')\n",
+    "\n",
     "def detect_epilepsy(health_data):\n",
     "    \"\"\"Detect potential epileptic episodes based on health metrics.\n",
     "    \n",
@@ -782,6 +785,61 @@
     "    style={'text-align': 'center', 'margin-top': '20px', 'font-size': '14px'}\n",
     ")\n",
     "\n",
+    "# Asthma Risk Analysis\n",
+    "def create_asthma_risk_figure(asthma_data):\n",
+    "    \"\"\"Create visualization for asthma risk factors.\"\"\"\n",
+    "    fig = go.Figure()\n",
+    "    \n",
+    "    # Add BMI histogram\n",
+    "    fig.add_trace(go.Histogram(\n",
+    "        x=asthma_data['BMI'],\n",
+    "        name='BMI Distribution',\n",
+    "        marker_color='#636EFA',\n",
+    "        opacity=0.75\n",
+    "    ))\n",
+    "    \n",
+    "    fig.update_layout(\n",
+    "        title='BMI Distribution (Asthma Risk Factor)',\n",
+    "        xaxis_title='BMI',\n",
+    "        yaxis_title='Count',\n",
+    "        bargap=0.2,\n",
+    "        plot_bgcolor='white',\n",
+    "        paper_bgcolor='white'\n",
+    "    )\n",
+    "    \n",
+    "    return fig\n",
+    "\n",
+    "def create_lung_function_figure(asthma_data):\n",
+    "    \"\"\"Create visualization for lung function metrics.\"\"\"\n",
+    "    fig = go.Figure()\n",
+    "    \n",
+    "    # Add FEV1 vs FVC scatter plot\n",
+    "    fig.add_trace(go.Scatter(\n",
+    "        x=asthma_data['LungFunctionFEV1'],\n",
+    "        y=asthma_data['LungFunctionFVC'],\n",
+    "        mode='markers',\n",
+    "        name='FEV1 vs FVC',\n",
+    "        marker=dict(\n",
+    "            color=asthma_data['Diagnosis'],\n",
+    "            colorscale='Viridis',\n",
+    "            size=8,\n",
+    "            showscale=True\n",
+    "        )\n",
+    "    ))\n",
+    "    \n",
+    "    fig.update_layout(\n",
+    "        title='Lung Function: FEV1 vs FVC',\n",
+    "        xaxis_title='FEV1 (L)',\n",
+    "        yaxis_title='FVC (L)',\n",
+    "        plot_bgcolor='white',\n",
+    "        paper_bgcolor='white'\n",
+    "    )\n",
+    "    \n",
+    "    return fig\n",
+    "\n",
+    "asthma_bmi_fig = create_asthma_risk_figure(asthma_data)\n",
+    "lung_function_fig = create_lung_function_figure(asthma_data)\n",
+    "\n",
     "# Initialize the Dash app\n",
     "app = dash.Dash(__name__)\n",
     "\n",
@@ -968,81 +1026,248 @@
     "        dcc.Tab(label='HRV Distribution', children=[dcc.Graph(figure=fig_hrv_histogram), hrv_explanation], style={'padding': '20px'}),\n",
     "        dcc.Tab(label='Room vs Body Temperature', children=[dcc.Graph(figure=fig_temp_comparison), room_body_temp_explanation], style={'padding': '20px'}),\n",
     "        dcc.Tab(label='Correlation Heatmap', children=[dcc.Graph(figure=heatmap), heatmap_explanation], style={'padding': '20px'}),\n",
-    "        dcc.Tab(label='Respiratory Alerts', children=[\n",
+    "        dcc.Tab(label='Respiratory Health Monitoring', children=[\n",
     "            html.Div([\n",
-    "                html.H3(\"Blood Oxygen Trend for Respiratory Alerts\", style={\n",
+    "                # Simple Title\n",
+    "                html.H3(\"Your Breathing Health\", style={\n",
     "                    'text-align': 'center',\n",
-    "                    'margin-bottom': '20px',\n",
-    "                    'font-family': 'Georgia, serif',\n",
+    "                    'color': '#2b5876',\n",
     "                    'font-size': '28px',\n",
-    "                    'color': '#2C3E50',\n",
-    "                    'text-transform': 'uppercase',\n",
-    "                    'letter-spacing': '2px',\n",
-    "                    'border-bottom': '2px solid #CCC',\n",
-    "                    'padding-bottom': '10px'\n",
+    "                    'margin-bottom': '20px'\n",
     "                }),\n",
+    "                \n",
+    "                # Blood Oxygen Card - Very Simple\n",
     "                html.Div([\n",
     "                    html.Div([\n",
-    "                        html.Label(\"Select Rolling Window Size:\", style={'font-weight': 'bold'}),\n",
-    "                        dcc.Slider(\n",
-    "                            id='window-size-slider',\n",
-    "                            min=1,\n",
-    "                            max=15,\n",
-    "                            step=1,\n",
-    "                            value=5,\n",
-    "                            marks={i: str(i) for i in range(1, 16)},\n",
-    "                            tooltip={\"placement\": \"bottom\", \"always_visible\": True}\n",
-    "                        )\n",
-    "                    ], style={'width': '45%', 'display': 'inline-block', 'padding': '20px'}),\n",
+    "                        html.H4(\"Blood Oxygen Level\", style={\n",
+    "                            'color': '#2b5876',\n",
+    "                            'text-align': 'center',\n",
+    "                            'margin-bottom': '10px'\n",
+    "                        }),\n",
+    "                        \n",
+    "                        # Big Number Display\n",
+    "                        html.Div([\n",
+    "                            html.Div(f\"{summary_stats['Average Blood Oxygen Level (%)']}%\", style={\n",
+    "                                'font-size': '48px',\n",
+    "                                'font-weight': 'bold',\n",
+    "                                'color': 'green' if summary_stats['Average Blood Oxygen Level (%)'] >= 95 else 'orange',\n",
+    "                                'text-align': 'center'\n",
+    "                            }),\n",
+    "                            html.Div(\"Current Average\", style={\n",
+    "                                'text-align': 'center',\n",
+    "                                'font-size': '16px',\n",
+    "                                'color': '#666'\n",
+    "                            })\n",
+    "                        ], style={'margin': '20px 0'}),\n",
+    "                        \n",
+    "                        # Simple Gauge\n",
+    "                        dcc.Graph(figure=go.Figure(go.Indicator(\n",
+    "                            mode=\"gauge+number\",\n",
+    "                            value=summary_stats['Average Blood Oxygen Level (%)'],\n",
+    "                            gauge={\n",
+    "                                'axis': {'range': [85, 100]},\n",
+    "                                'steps': [\n",
+    "                                    {'range': [95, 100], 'color': \"lightgreen\"},\n",
+    "                                    {'range': [90, 95], 'color': \"yellow\"},\n",
+    "                                    {'range': [85, 90], 'color': \"red\"}],\n",
+    "                                'bar': {'color': \"green\" if summary_stats['Average Blood Oxygen Level (%)'] >= 95 \n",
+    "                                        else \"yellow\" if summary_stats['Average Blood Oxygen Level (%)'] >= 90 \n",
+    "                                        else \"red\"}\n",
+    "                            },\n",
+    "                            title={'text': \"Healthy Range: 95-100%\"}\n",
+    "                        )), style={'height': '250px'}),\n",
+    "                        \n",
+    "                        # Simple Explanation\n",
+    "                        html.Div([\n",
+    "                            html.H5(\"What This Means:\", style={'color': '#2b5876'}),\n",
+    "                            html.Ul([\n",
+    "                                html.Li(\"🟢 95-100% = Good oxygen level\"),\n",
+    "                                html.Li(\"🟡 90-94% = Slightly low (tell your doctor)\"),\n",
+    "                                html.Li(\"🔴 Below 90% = Too low (call your doctor)\")\n",
+    "                            ], style={'font-size': '18px', 'padding-left': '20px'})\n",
+    "                        ], style={'margin-top': '20px'})\n",
+    "                    ], style={\n",
+    "                        'padding': '20px',\n",
+    "                        'border': '2px solid #e7e7e7',\n",
+    "                        'border-radius': '10px',\n",
+    "                        'background-color': 'white'\n",
+    "                    })\n",
+    "                ], style={'max-width': '600px', 'margin': '0 auto'}),\n",
+    "                \n",
+    "                # Breathing Pattern Graph (Simplified)\n",
+    "                html.Div([\n",
+    "                    html.H4(\"Your Breathing Patterns Over Time\", style={\n",
+    "                        'text-align': 'center',\n",
+    "                        'color': '#2b5876',\n",
+    "                        'margin': '40px 0 20px 0'\n",
+    "                    }),\n",
+    "                    \n",
+    "                    # Add the interactive oxygen trend graph from the original version\n",
     "                    html.Div([\n",
-    "                        html.Label(\"Set Alert Threshold (%):\", style={'font-weight': 'bold'}),\n",
-    "                        dcc.Slider(\n",
-    "                            id='threshold-slider',\n",
-    "                            min=85,\n",
-    "                            max=95,\n",
-    "                            step=0.5,\n",
-    "                            value=92,\n",
-    "                            marks={i: str(i) for i in range(85, 96)},\n",
-    "                            tooltip={\"placement\": \"bottom\", \"always_visible\": True}\n",
-    "                        )\n",
-    "                    ], style={'width': '45%', 'display': 'inline-block', 'padding': '20px'})\n",
-    "                ], style={'display': 'flex', 'justify-content': 'space-between'}),\n",
-    "                dcc.Graph(id='oxygen-trend-graph'),\n",
-    "                html.Div(id='alert-summary', style={\n",
-    "                    'margin-top': '20px',\n",
-    "                    'padding': '15px',\n",
-    "                    'border-radius': '5px',\n",
-    "                    'background-color': '#f8f9fa'\n",
-    "                }),\n",
+    "                        html.Div([\n",
+    "                            html.Label(\"Select Time Window:\", style={'font-weight': 'bold'}),\n",
+    "                            dcc.Slider(\n",
+    "                                id='window-size-slider',\n",
+    "                                min=1,\n",
+    "                                max=15,\n",
+    "                                step=1,\n",
+    "                                value=5,\n",
+    "                                marks={i: str(i) for i in range(1, 16)},\n",
+    "                                tooltip={\"placement\": \"bottom\", \"always_visible\": True}\n",
+    "                            )\n",
+    "                        ], style={'width': '45%', 'display': 'inline-block', 'padding': '20px'}),\n",
+    "                        html.Div([\n",
+    "                            html.Label(\"Set Alert Level (%):\", style={'font-weight': 'bold'}),\n",
+    "                            dcc.Slider(\n",
+    "                                id='threshold-slider',\n",
+    "                                min=85,\n",
+    "                                max=95,\n",
+    "                                step=0.5,\n",
+    "                                value=92,\n",
+    "                                marks={i: str(i) for i in range(85, 96)},\n",
+    "                                tooltip={\"placement\": \"bottom\", \"always_visible\": True}\n",
+    "                            )\n",
+    "                        ], style={'width': '45%', 'display': 'inline-block', 'padding': '20px'})\n",
+    "                    ], style={'display': 'flex', 'justify-content': 'space-between'}),\n",
+    "                    \n",
+    "                    dcc.Graph(id='oxygen-trend-graph'),\n",
+    "                    html.Div(id='alert-summary', style={\n",
+    "                        'margin-top': '20px',\n",
+    "                        'padding': '15px',\n",
+    "                        'border-radius': '5px',\n",
+    "                        'background-color': '#f8f9fa'\n",
+    "                    }),\n",
+    "                    \n",
+    "                    # Simple Alert Boxes\n",
+    "                    html.Div([\n",
+    "                        html.Div([\n",
+    "                            html.H5(\"When to Call Your Doctor:\", style={'color': '#2b5876'}),\n",
+    "                            html.Ul([\n",
+    "                                html.Li(\"If you see many drops below 92% (red line)\"),\n",
+    "                                html.Li(\"If you feel short of breath often\"),\n",
+    "                                html.Li(\"If you wake up gasping for air\")\n",
+    "                            ], style={'font-size': '18px'})\n",
+    "                        ], style={\n",
+    "                            'padding': '20px',\n",
+    "                            'background-color': '#fff8e1',\n",
+    "                            'border-left': '5px solid #ffc107',\n",
+    "                            'margin-bottom': '20px'\n",
+    "                        }),\n",
+    "                        \n",
+    "                        html.Div([\n",
+    "                            html.H5(\"Tips for Better Breathing:\", style={'color': '#2b5876'}),\n",
+    "                            html.Ul([\n",
+    "                                html.Li(\"💨 Sit upright to help your lungs expand\"),\n",
+    "                                html.Li(\"🚭 Avoid smoke and dusty places\"),\n",
+    "                                html.Li(\"🏃 Do gentle exercises like walking\"),\n",
+    "                                html.Li(\"💧 Drink plenty of water\")\n",
+    "                            ], style={'font-size': '18px', 'list-style-type': 'none'})\n",
+    "                        ], style={\n",
+    "                            'padding': '20px',\n",
+    "                            'background-color': '#e8f5e9',\n",
+    "                            'border-left': '5px solid #4caf50'\n",
+    "                        })\n",
+    "                    ])\n",
+    "                ], style={'max-width': '800px', 'margin': '0 auto'}),\n",
+    "                \n",
+    "                # Asthma Risk Section (Very Simple)\n",
     "                html.Div([\n",
-    "                    html.H4(\"About Respiratory Alerts\", style={'text-align': 'center', 'margin-top': '20px'}),\n",
-    "                    html.P(\"\"\"\n",
-    "                        This chart monitors your blood oxygen levels over time. The red dashed line shows the alert threshold - \n",
-    "                        points below this level may indicate potential respiratory issues. The orange dotted line shows the \n",
-    "                        rolling average, which helps identify trends. Low blood oxygen (SpO2) can be a sign of:\n",
-    "                    \"\"\"),\n",
-    "                    html.Ul([\n",
-    "                        html.Li(\"Respiratory conditions like COPD or asthma\"),\n",
-    "                        html.Li(\"Sleep apnea or other sleep-related breathing disorders\"),\n",
-    "                        html.Li(\"Circulatory problems\"),\n",
-    "                        html.Li(\"High altitude effects\")\n",
-    "                    ]),\n",
-    "                    html.P(\"\"\"\n",
-    "                        If you see frequent alerts, please consult with your healthcare provider. Occasional brief dips may \n",
-    "                        be normal, especially during sleep.\n",
-    "                    \"\"\", style={'font-style': 'italic'})\n",
-    "                ], style={\n",
-    "                    'padding': '20px',\n",
-    "                    'background-color': '#f8f9fa',\n",
-    "                    'border-radius': '5px',\n",
-    "                    'margin-top': '20px'\n",
-    "                })\n",
-    "            ], style={'padding': '20px'})\n",
+    "                    html.H4(\"Understanding Asthma Risks\", style={\n",
+    "                        'text-align': 'center',\n",
+    "                        'color': '#2b5876',\n",
+    "                        'margin': '40px 0 20px 0'\n",
+    "                    }),\n",
+    "                    \n",
+    "                    # BMI Explanation Card\n",
+    "                    html.Div([\n",
+    "                        html.H5(\"Healthy Weight for Breathing\", style={'color': '#2b5876'}),\n",
+    "                        dcc.Graph(figure=asthma_bmi_fig),\n",
+    "                        html.P(\"Extra weight makes breathing harder. Aim for:\", style={\n",
+    "                            'text-align': 'center',\n",
+    "                            'font-size': '18px'\n",
+    "                        }),\n",
+    "                        html.Div([\n",
+    "                            html.Div(\"BMI 18.5-24.9\", style={\n",
+    "                                'font-size': '24px',\n",
+    "                                'font-weight': 'bold',\n",
+    "                                'color': 'green',\n",
+    "                                'text-align': 'center'\n",
+    "                            })\n",
+    "                        ], style={'margin': '10px 0'})\n",
+    "                    ], style={\n",
+    "                        'padding': '20px',\n",
+    "                        'border': '1px solid #e7e7e7',\n",
+    "                        'border-radius': '10px',\n",
+    "                        'background-color': 'white',\n",
+    "                        'max-width': '500px',\n",
+    "                        'margin': '0 auto 20px auto'\n",
+    "                    }),\n",
+    "                    \n",
+    "                    # Lung Function Card\n",
+    "                    html.Div([\n",
+    "                        html.H5(\"Lung Strength Test\", style={'color': '#2b5876'}),\n",
+    "                        dcc.Graph(figure=lung_function_fig),\n",
+    "                        html.P(\"Doctors measure two numbers:\", style={'font-size': '18px'}),\n",
+    "                        html.Ul([\n",
+    "                            html.Li(\"FEV1: How much air you can blow out in 1 second\"),\n",
+    "                            html.Li(\"FVC: Total air you can blow out\")\n",
+    "                        ], style={'font-size': '18px'}),\n",
+    "                        html.Div([\n",
+    "                            html.Div(\"Normal Ratio > 70%\", style={\n",
+    "                                'font-size': '20px',\n",
+    "                                'font-weight': 'bold',\n",
+    "                                'color': 'green',\n",
+    "                                'text-align': 'center'\n",
+    "                            })\n",
+    "                        ], style={'margin': '10px 0'})\n",
+    "                    ], style={\n",
+    "                        'padding': '20px',\n",
+    "                        'border': '1px solid #e7e7e7',\n",
+    "                        'border-radius': '10px',\n",
+    "                        'background-color': 'white',\n",
+    "                        'max-width': '500px',\n",
+    "                        'margin': '0 auto'\n",
+    "                    })\n",
+    "                ], style={'max-width': '800px', 'margin': '0 auto'}),\n",
+    "                \n",
+    "                # Emergency Info\n",
+    "                html.Div([\n",
+    "                    html.H4(\"When to Get Help Immediately\", style={\n",
+    "                        'text-align': 'center',\n",
+    "                        'color': 'red',\n",
+    "                        'margin': '40px 0 20px 0'\n",
+    "                    }),\n",
+    "                    html.Div([\n",
+    "                        html.Div(\"🚨 Call Emergency Services If:\", style={\n",
+    "                            'font-size': '20px',\n",
+    "                            'font-weight': 'bold',\n",
+    "                            'margin-bottom': '10px'\n",
+    "                        }),\n",
+    "                        html.Ul([\n",
+    "                            html.Li(\"Lips or fingernails turn blue\"),\n",
+    "                            html.Li(\"Can't catch your breath while sitting still\"),\n",
+    "                            html.Li(\"Feeling confused or very sleepy\")\n",
+    "                        ], style={\n",
+    "                            'font-size': '18px',\n",
+    "                            'background-color': '#ffebee',\n",
+    "                            'padding': '20px',\n",
+    "                            'border-radius': '5px'\n",
+    "                        })\n",
+    "                    ], style={\n",
+    "                        'max-width': '500px',\n",
+    "                        'margin': '0 auto',\n",
+    "                        'text-align': 'center'\n",
+    "                    })\n",
+    "                ])\n",
+    "            ], style={\n",
+    "                'padding': '20px',\n",
+    "                'font-family': 'Arial, sans-serif'\n",
+    "            })\n",
     "        ], style={'padding': '20px'})\n",
     "    ], style={'background-color': '#EAEAEA', 'font-family': 'Arial, sans-serif', 'font-size': '16px', 'border': '1px solid #CCC', 'border-radius': '10px'})\n",
     "], style={'max-width': '1200px', 'margin': '0 auto', 'padding': '20px', 'background-color': '#FFFFFF', 'box-shadow': '0px 4px 10px rgba(0,0,0,0.1)'})\n",
     "\n",
-    "# Callback for Blood Oxygen Trend\n",
+    "# Keep the existing callback for oxygen trend updates\n",
     "@app.callback(\n",
     "    [Output('oxygen-trend-graph', 'figure'),\n",
     "     Output('alert-summary', 'children')],\n",