Python Programming Examples

import pandas as pd
import numpy as np

# Create a sample dataset
data = {
    'Name': ['Alice', 'Bob', 'Charlie', 'Diana'],
    'Salary': [70000, 80000, 90000, 75000],
    'City': ['NYC', 'LDN', 'TKO', 'PAR']
}

df = pd.DataFrame(data)

# Statistical summary
print(df.describe())

# Group by city and calculate average salary
avg_salary = df.groupby('City')['Salary'].mean()
print(f"Average salary: {avg_salary}")
            

from flask import Flask, jsonify

app = Flask(__name__)

@app.route('/')
def home():
    return jsonify({
        "message": "Welcome to Python API",
        "status": "healthy"
    })

if __name__ == '__main__':
    app.run(debug=True)