{"id":23032542,"url":"https://github.com/iamfoysal/data-analysis","last_synced_at":"2026-02-10T06:32:13.643Z","repository":{"id":268132041,"uuid":"903408811","full_name":"iamfoysal/data-analysis","owner":"iamfoysal","description":"This repository contains various examples and exercises to help learn data science using Python.","archived":false,"fork":false,"pushed_at":"2024-12-19T05:29:46.000Z","size":581,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-02T21:42:54.331Z","etag":null,"topics":["data-analysis","data-science","database","jupyter-notebook","python3"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iamfoysal.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-14T14:29:40.000Z","updated_at":"2024-12-26T06:30:32.000Z","dependencies_parsed_at":"2025-04-02T21:42:21.431Z","dependency_job_id":"a4d21199-0fb5-454c-af89-3666fab9a18c","html_url":"https://github.com/iamfoysal/data-analysis","commit_stats":null,"previous_names":["iamfoysal/data-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/iamfoysal/data-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamfoysal%2Fdata-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamfoysal%2Fdata-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamfoysal%2Fdata-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamfoysal%2Fdata-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iamfoysal","download_url":"https://codeload.github.com/iamfoysal/data-analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamfoysal%2Fdata-analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271302434,"owners_count":24736029,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-20T02:00:09.606Z","response_time":69,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-analysis","data-science","database","jupyter-notebook","python3"],"created_at":"2024-12-15T15:54:17.298Z","updated_at":"2026-02-10T06:32:13.574Z","avatar_url":"https://github.com/iamfoysal.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!---# Data Science with Python ---\u003e\n\nWelcome to the Data Analysis repository! This repository contains various examples and exercises to help learn data science using Python.\n\n## Contents\n\n- **Jupyter Notebooks**: Interactive notebooks for data analysis and visualization.\n- **Lexical Analysis**: Examples of lexical analysis in different programming languages (C, C++, Java, Python).\n- **Scripts**: Python scripts for data manipulation and analysis.\n\n## Getting Started\n\n1. **Clone the repository**:\n    ```sh\n    git clone https://github.com/iamfoysal/data-analysis.git\n    cd data-analysis\n    ```\n\n2. **Set up the virtual environment**:\n    ```sh\n    python -m venv venv\n    source venv/bin/activate  # On Windows use `venv\\Scripts\\activate`\n    ```\n\n3. **Install the required packages**:\n    ```sh\n    pip install -r requirements.txt\n    ```\n\n4. **Run Jupyter Notebook**:\n    ```sh\n    jupyter notebook\n    ```\n\n\n\n### Lexical Analysis\n\n- `lexical_analysis/lexical_analysis_c/lexical_analysis.c`: Lexical analysis example in C.\n- `lexical_analysis/lexical_analysis_cpp/lexical_analysis.cpp`: Lexical analysis example in C++.\n- `lexical_analysis/lexical_analysis_java/lexical_analysis.java`: Lexical analysis example in Java.\n- `lexical_analysis/lexical_analysis_py/lexical_analysis.py`: Lexical analysis example in Python.\n\n### Jupyter Notebooks\n\n- `data_frame.ipynb`: Creating and manipulating data frames using pandas.\n- `ds_functions.ipynb`: Data cleaning functions using pandas.\n- `read_data_from_database.ipynb`: Reading data from a SQLite database into a pandas DataFrame.\n- `ds_data_preparation.ipynb`: Data preparation and cleaning using pandas.\n\n### Data Generation\n\n- `generator/data_generate.py`: Script to generate fake data and insert it into a SQLite database.\n- `generator/products_csv.py`: Sample CSV file containing product data.\n\n### Database\n\n- `db/users.db`: SQLite database file containing user data for analysis and testing purposes.\n\n### Data Files\n\n- `files/`: Directory containing various files for data analysis, including CSV, JSON, and other data formats.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamfoysal%2Fdata-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiamfoysal%2Fdata-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamfoysal%2Fdata-analysis/lists"}