please provide code and explanation with output (list student) ### Python DataFrame Iteration for Student List Creation#### Task OverviewThe goal is to read student data from a text file into a pandas DataFrame, iterate over its rows, and create a student object for each entry. These objects will then be stored in a list called `students`.#### Python Code Snippet```pythonstudents = []import pandas as pddata = pd.read_csv('students.txt')df = pd.DataFrame(data)print(df)```#### File Output ExplanationThe DataFrame contains the following columns: `firstname`, `lastname`, `status`, and `gpa`. Each row corresponds to a different student with their academic status and grade point average (GPA). The output from the code is as follows:| | firstname | lastname | status | gpa ||---|-----------|-----------|-----------|-----|| 0 | Mike | Barnes | freshman | 4.0 || 1 | Jim | Nickerson | sophomore | 3.0 || 2 | Jack | Indabox | junior | 2.5 || 3 | Jane | Doe | freshman | 1.1 || 4 | Jane | Miller | senior | 3.6 || 5 | Mary | Scott | senior | 2.7 || 6 | John | Doe | senior | 1.0 || 7 | Elvis | Presley | sophomore | 1.5 || 8 | Batman | Wayne | freshman | 0.5 || 9 | Jack | Pot | junior | 2.0 |#### ChallengeThe user is confused about how to iterate over the rows of the DataFrame and add each student object to the `students` list. Guidance is requested on achieving this task efficiently.

Algorithm: Start Read the students.txt file into a data frame df Using df.iterrows generator, iterate through the dataframe and store each row as object in students list After completion of iteration, print students list StopProgram: students = []data = pd.read_csv('student.txt')df = pd.DataFrame(data)for index,row in df.iterrows(): students.append({'firstname':row['firstname'],'lastname':row['lastname'],'status':row['status'],'gpa':row['gpa']})for student in students: print(student) Screenshot:Output:

Engineering

Computer Engineering

I read a txt file into a dataframe and now trying to iterate over the rows of the pandas dataframe and create a student object for each of the data entries. and eventually, store the student objects in a list "students". I am a little confused about how to iterate the rows and add students objects to the students list. Can anyone help me creating this list? thank you students = []

I read a txt file into a dataframe and now trying to iterate over the rows of the pandas dataframe and create a student object for each of the data entries. and eventually, store the student objects in a list "students". I am a little confused about how to iterate the rows and add students objects to the students list. Can anyone help me creating this list? thank you students = []

Computer Networking: A Top-Down Approach (7th Edition)

7th Edition

ISBN:9780133594140

Author:James Kurose, Keith Ross

Publisher:James Kurose, Keith Ross

Chapter1: Computer Networks And The Internet

Section: Chapter Questions

Problem R1RQ: What is the difference between a host and an end system? List several different types of end...

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Question

please provide code

and explanation with output (list student)

### Python DataFrame Iteration for Student List Creation

#### Task Overview

The goal is to read student data from a text file into a pandas DataFrame, iterate over its rows, and create a student object for each entry. These objects will then be stored in a list called `students`.

#### Python Code Snippet

```python
students = []
import pandas as pd

data = pd.read_csv('students.txt')
df = pd.DataFrame(data)
print(df)
```

#### File Output Explanation

The DataFrame contains the following columns: `firstname`, `lastname`, `status`, and `gpa`. Each row corresponds to a different student with their academic status and grade point average (GPA). The output from the code is as follows:

| | firstname | lastname | status | gpa |
|---|-----------|-----------|-----------|-----|
| 0 | Mike | Barnes | freshman | 4.0 |
| 1 | Jim | Nickerson | sophomore | 3.0 |
| 2 | Jack | Indabox | junior | 2.5 |
| 3 | Jane | Doe | freshman | 1.1 |
| 4 | Jane | Miller | senior | 3.6 |
| 5 | Mary | Scott | senior | 2.7 |
| 6 | John | Doe | senior | 1.0 |
| 7 | Elvis | Presley | sophomore | 1.5 |
| 8 | Batman | Wayne | freshman | 0.5 |
| 9 | Jack | Pot | junior | 2.0 |

#### Challenge

The user is confused about how to iterate over the rows of the DataFrame and add each student object to the `students` list. Guidance is requested on achieving this task efficiently.

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