Line, bar and Scatter plot using Pandas and Matplotlib

//BAR
import pandas as pd
import matplotlib.pyplot as plt

# Sample dataset with two parameters: X and Y
data = {
    'X': [1, 2, 3, 4, 5],
    'Y': [10, 20, 25, 30, 35]
}

# Create DataFrame
df = pd.DataFrame(data)


plt.figure(figsize=(6, 4))
plt.bar(df['X'], df['Y'], color='orange', label='Bar')
plt.xlabel('X')
plt.ylabel('Y')
plt.title('Bar Plot')
plt.show()

plt.savefig('bar_graph.png')

//LINE
import pandas as pd
import matplotlib.pyplot as plt

# Sample dataset with two parameters: X and Y
data = {
    'X': [1, 2, 3, 4, 5],
    'Y': [10, 20, 25, 30, 35]
}

# Create DataFrame
df = pd.DataFrame(data)


plt.figure(figsize=(6, 4))
plt.plot(df['X'], df['Y'], marker='o', color='blue', label='Line')
plt.xlabel('X')
plt.ylabel('Y')
plt.title('Line Plot')
plt.grid(True)
plt.show()

plt.savefig('line_graph.png')

//SCATTER
import pandas as pd
import matplotlib.pyplot as plt

# Sample dataset with two parameters: X and Y
data = {
    'X': [1, 2, 3, 4, 5],
    'Y': [10, 20, 25, 30, 35]
}

# Create DataFrame
df = pd.DataFrame(data)


plt.figure(figsize=(6, 4))
plt.scatter(df['X'], df['Y'], color='green', label='Scatter')
plt.xlabel('X')
plt.ylabel('Y')
plt.title('Scatter Plot')
plt.grid(True)
plt.show()

plt.savefig('scatter_plot.png')