dspracticalcodes 0.2.0

A package to display DS practical codes and download datasets

DS Practical Codes

A Python package to quickly access and display Data Science practical codes and automatically download their associated datasets.

Installation

To install the package locally in editable mode:

pip install -e .

Usage

import dspracticalcodes as ds

# Print code for Practical 1 and download its dataset
ds.print_practical(1)

# Print theory for Practical 1
ds.print_theory(1)

# Print code for Practical 5 (Linear Regression)
ds.print_practical(5)

Features

• Instant Code Access: Get the exact source code for practicals 1 through 11.
• Auto-Download: Automatically checks for and downloads required CSV files (e.g., Social_Network_Ads.csv, titanic.csv) if they are missing from your workspace.
• Formatted Output: Prints code with clear headers and sections.

Available Practicals

1. Data Wrangling I
2. Data Wrangling II
3. Descriptive Statistics
4. Data Analytics I (Linear Regression)
5. Data Analytics II (Logistic Regression)
6. Data Analytics III (Naive Bayes)
7. Text Analytics
8. Data Visualization I
9. Data Visualization II
10. Data Visualization III
11. Big Data Analytics (Impala/SQLite)
12. Big Data Analytics (Scala)