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)
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ISBN:9780133594140
Author:James Kurose, Keith Ross
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Chapter1: Computer Networks And The Internet
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Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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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.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F12c18db6-f6e8-4129-b933-2f1b3972f7de%2Fca650d33-8c73-45dd-84f8-a6b530daef29%2Fj9bx7jt_processed.png&w=3840&q=75)
Transcribed Image Text:### 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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