Page 69 - IPP-12-2025

11. groupby(): It allows to split your data into separate groups to perform computations for
better analysis.
12. mean(): This function returns the mean (average) from a set of values for the given axis.
13. median(): This function returns the middle number from a set of values for the given axis.
14. mode(): This function returns the mode value, i.e., the value that appears most often, from
a set of values.
15. info(): This function is used to print a concise summary of dataframe.
16. input(): It gives a prompt, gets input from the user and returns the data in a format
interpreted by Python.
Matplotlib Functions

1. plot(): It is the function that is used to plot a graph for a given set of data (line graph by default).
2. bar(): It is used to plot a bar chart for a given set of data.
3. hist(): This function allows us to create and plot histogram from a given sequence of numbers.
4. xlabel(): It is used to set labels for the X-axis.
5. ylabel(): It is used to set labels for the Y-axis.
6. title(): This function is used to add a title to a plot.
7. legend(): It is used to add legend to a plot.
8. show(): It is used in the end to show a plot as per the given specifications.
SOURCE CODE

import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
try:
result = pd.read_csv("Forest_Data.csv", index_col=0)
except FileNotFoundError:
print("Error: File not found. Please check the file path and try again.")
exit()
while True:
print("\nMain Menu")
print("1. Display Data")
print("2. Dataframe Statistics")
print("3. Display Records")
print("4. Working on Records")
print("5. Working on Columns")
print("6. Search Specific Row/Column")
print("7. Data Visualization")
print("8. Data Analytics")
print("9. Exit")
try:
ch = int(input("Enter your choice: "))
except ValueError:
print("Invalid input. Please enter a valid number.")
continue
if ch == 1:
print(result)
elif ch == 2:
while True:
print("\nDataframe Statistics Menu")
print("1. Display the Transpose")
print("2. Display all column names")
print("3. Display the indexes")