From ac7caaf5769fe08c847b28d945ed7a9852ceb671 Mon Sep 17 00:00:00 2001
From: Eleftherios Angelos Tsourdiou <eleftherios2.tsourdiou@live.uwe.ac.uk>
Date: Mon, 10 Feb 2025 10:34:20 +0000
Subject: [PATCH] Second push
---
data_handler.py | 0
main.py | 159 +++++++++++++++++++++++++++++++++++++++++++++++
requirements.txt | 0
ui_design.py | 0
visualizer.py | 0
5 files changed, 159 insertions(+)
create mode 100644 data_handler.py
create mode 100644 main.py
create mode 100644 requirements.txt
create mode 100644 ui_design.py
create mode 100644 visualizer.py
diff --git a/data_handler.py b/data_handler.py
new file mode 100644
index 0000000..e69de29
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..4881612
--- /dev/null
+++ b/main.py
@@ -0,0 +1,159 @@
+import sys
+import pandas as pd
+from PyQt6.QtWidgets import (
+ QApplication, QMainWindow, QWidget, QVBoxLayout, QPushButton,
+ QFileDialog, QLabel, QTableWidget, QTableWidgetItem, QTabWidget, QTextEdit
+)
+from PyQt6.QtGui import QColor
+from PyQt6.QtCore import Qt
+import matplotlib.pyplot as plt
+from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas
+
+
+class FeedingDashboard(QMainWindow):
+ def __init__(self):
+ super().__init__()
+
+ self.setWindowTitle("Feeding Dashboard")
+ self.setGeometry(100, 100, 1000, 600)
+
+ # Main Tab Widget
+ self.tabs = QTabWidget()
+ self.setCentralWidget(self.tabs)
+
+ # Create Tabs
+ self.upload_tab = QWidget()
+ self.dashboard_tab = QWidget()
+ self.analytics_tab = QWidget()
+ self.help_tab = QWidget()
+
+ # Add tabs to the tab widget
+ self.tabs.addTab(self.upload_tab, "Upload CSV File")
+ self.tabs.addTab(self.dashboard_tab, "View Dashboard")
+ self.tabs.addTab(self.analytics_tab, "Analytics")
+ self.tabs.addTab(self.help_tab, "Help")
+
+ # Initialize tab UI
+ self.init_upload_tab()
+ self.init_dashboard_tab()
+ self.init_analytics_tab()
+ self.init_help_tab()
+
+ self.df = None # Store the loaded data
+
+ def init_upload_tab(self):
+ """Upload CSV File Tab"""
+ layout = QVBoxLayout()
+
+ self.upload_button = QPushButton("Upload CSV File")
+ self.upload_button.clicked.connect(self.load_csv)
+
+ self.file_label = QLabel("No file selected")
+
+ layout.addWidget(self.upload_button)
+ layout.addWidget(self.file_label)
+
+ self.upload_tab.setLayout(layout)
+
+ def init_dashboard_tab(self):
+ """Dashboard Tab - Displays CSV Data in a Table"""
+ layout = QVBoxLayout()
+
+ self.table_widget = QTableWidget()
+ layout.addWidget(self.table_widget)
+
+ self.dashboard_tab.setLayout(layout)
+
+ def init_analytics_tab(self):
+ """Analytics Tab - Displays Graphs"""
+ layout = QVBoxLayout()
+
+ self.canvas = FigureCanvas(plt.figure(figsize=(6, 4)))
+ layout.addWidget(self.canvas)
+
+ self.analytics_tab.setLayout(layout)
+
+ def init_help_tab(self):
+ """Help Tab - Displays Instructions"""
+ layout = QVBoxLayout()
+
+ help_text = QTextEdit()
+ help_text.setReadOnly(True)
+ help_text.setText(
+ "Welcome to the Feeding Dashboard!\n\n"
+ "1. Upload a CSV file in the 'Upload CSV File' tab.\n"
+ "2. View patient data in the 'View Dashboard' tab.\n"
+ "3. Analyze trends in the 'Analytics' tab.\n"
+ "4. Refer to this guide for help.\n"
+ )
+
+ layout.addWidget(help_text)
+ self.help_tab.setLayout(layout)
+
+ def load_csv(self):
+ """Load CSV File"""
+ file_path, _ = QFileDialog.getOpenFileName(self, "Open CSV", "", "CSV Files (*.csv)")
+ if file_path:
+ self.file_label.setText(f"Loaded: {file_path}")
+ self.df = pd.read_csv(file_path)
+ self.df = self.df.fillna("None") #handle empty values
+
+
+ if "referral" in self.df.columns:
+ self.df["referral"] = self.df["referral"].replace({1.0: "Need Referral", 0.0: "No Need for Referral"})
+
+ self.display_data()
+ self.display_graphs()
+
+ def display_data(self):
+ """Display CSV Data in Dashboard Table"""
+ if self.df is None:
+ return
+
+ self.table_widget.setRowCount(self.df.shape[0])
+ self.table_widget.setColumnCount(self.df.shape[1])
+ self.table_widget.setHorizontalHeaderLabels(self.df.columns)
+
+ for row in range(self.df.shape[0]):
+ for col in range(self.df.shape[1]):
+ cell_value = str(self.df.iat[row, col])
+ if cell_value.strip() == "":
+ cell_value = "None"
+
+ item = QTableWidgetItem(cell_value)
+
+ # highlight Referral Patients
+ if "referral" in self.df.columns and self.df.columns[col] == "referral":
+ if cell_value == "Need Referral":
+ item.setBackground(QColor(255, 102, 102)) # light Red
+ elif cell_value == "No Need for Referral":
+ item.setBackground(QColor(144, 238, 144)) # light Green
+
+ self.table_widget.setItem(row, col, item)
+
+ def display_graphs(self):
+ """Display Analytics Graphs"""
+ if self.df is None or "referral" not in self.df.columns:
+ return
+
+ # Count referrals
+ referral_counts = self.df["referral"].value_counts()
+
+ # Clear previous graph
+ self.canvas.figure.clear()
+
+ # Create new graph
+ ax = self.canvas.figure.add_subplot(111)
+ ax.bar(referral_counts.index, referral_counts.values, color=["green", "red"])
+ ax.set_title("Patient Referrals")
+ ax.set_ylabel("Count")
+
+ # Update canvas
+ self.canvas.draw()
+
+
+if __name__ == "__main__":
+ app = QApplication(sys.argv)
+ window = FeedingDashboard()
+ window.show()
+ sys.exit(app.exec())
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..e69de29
diff --git a/ui_design.py b/ui_design.py
new file mode 100644
index 0000000..e69de29
diff --git a/visualizer.py b/visualizer.py
new file mode 100644
index 0000000..e69de29
--
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