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import pandas as pd
import matplotlib.pyplot as plt
import tkinter as tk
from tkinter import filedialog
# Define function to load data from a file
def load_data():
# Ask user to select a file
filepath = filedialog.askopenfilename()
# Load data from the selected file
data = pd.read_csv(filepath)
# Extract required columns from data
x = data["X"]
y = data["Y"]
# Plot data
plt.scatter(x, y)
plt.xlabel("X")
plt.ylabel("Y")
plt.title("Scatter plot of X vs Y")
plt.show()
# Calculate mean and standard deviation of Y
mean_y = y.mean()
std_y = y.std()
# Display mean and standard deviation in GUI
mean_label.config(text="Mean of Y: " + str(mean_y))
std_label.config(text="Standard deviation of Y: " + str(std_y))
# Create GUI window
root = tk.Tk()
root.title("Data Analysis")
# Create button to load data
load_button = tk.Button(root, text="Load Data", command=load_data)
load_button.pack(pady=10)
# Create labels to display mean and standard deviation
mean_label = tk.Label(root, text="")
mean_label.pack(pady=5)
std_label = tk.Label(root, text="")
std_label.pack(pady=5)
# Run GUI window
root.mainloop()
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