https://github.com/iamfoysal/data-analysis
This repository contains various examples and exercises to help learn data science using Python.
https://github.com/iamfoysal/data-analysis
data-analysis data-science database jupyter-notebook python3
Last synced: about 2 months ago
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This repository contains various examples and exercises to help learn data science using Python.
- Host: GitHub
- URL: https://github.com/iamfoysal/data-analysis
- Owner: iamfoysal
- Created: 2024-12-14T14:29:40.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-12-19T05:29:46.000Z (10 months ago)
- Last Synced: 2025-04-02T21:42:54.331Z (6 months ago)
- Topics: data-analysis, data-science, database, jupyter-notebook, python3
- Language: Jupyter Notebook
- Homepage:
- Size: 567 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Welcome to the Data Analysis repository! This repository contains various examples and exercises to help learn data science using Python.
## Contents
- **Jupyter Notebooks**: Interactive notebooks for data analysis and visualization.
- **Lexical Analysis**: Examples of lexical analysis in different programming languages (C, C++, Java, Python).
- **Scripts**: Python scripts for data manipulation and analysis.
## Getting Started
1. **Clone the repository**:
```sh
git clone https://github.com/iamfoysal/data-analysis.git
cd data-analysis
```
2. **Set up the virtual environment**:
```sh
python -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`
```
3. **Install the required packages**:
```sh
pip install -r requirements.txt
```
4. **Run Jupyter Notebook**:
```sh
jupyter notebook
```
### Lexical Analysis
- `lexical_analysis/lexical_analysis_c/lexical_analysis.c`: Lexical analysis example in C.
- `lexical_analysis/lexical_analysis_cpp/lexical_analysis.cpp`: Lexical analysis example in C++.
- `lexical_analysis/lexical_analysis_java/lexical_analysis.java`: Lexical analysis example in Java.
- `lexical_analysis/lexical_analysis_py/lexical_analysis.py`: Lexical analysis example in Python.
### Jupyter Notebooks
- `data_frame.ipynb`: Creating and manipulating data frames using pandas.
- `ds_functions.ipynb`: Data cleaning functions using pandas.
- `read_data_from_database.ipynb`: Reading data from a SQLite database into a pandas DataFrame.
- `ds_data_preparation.ipynb`: Data preparation and cleaning using pandas.
### Data Generation
- `generator/data_generate.py`: Script to generate fake data and insert it into a SQLite database.
- `generator/products_csv.py`: Sample CSV file containing product data.
### Database
- `db/users.db`: SQLite database file containing user data for analysis and testing purposes.
### Data Files
- `files/`: Directory containing various files for data analysis, including CSV, JSON, and other data formats.