{"id":23150305,"url":"https://github.com/debjyotisaha/data-analytics-projects-phase-1","last_synced_at":"2026-04-13T06:07:07.169Z","repository":{"id":157269942,"uuid":"363092365","full_name":"DebjyotiSaha/Data-Analytics-Projects-Phase-1","owner":"DebjyotiSaha","description":"A set of projects on Data Analysis using Python and its libraries","archived":false,"fork":false,"pushed_at":"2024-11-20T06:40:19.000Z","size":16645,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-10T00:29:07.160Z","etag":null,"topics":["matplotlib","numpy","pandas","python","seaborn","sklearn","streamlit"],"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/DebjyotiSaha.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":"2021-04-30T09:32:14.000Z","updated_at":"2024-11-20T06:55:43.000Z","dependencies_parsed_at":null,"dependency_job_id":"31e90b8d-b10d-40c9-96a8-d4ef1ff30997","html_url":"https://github.com/DebjyotiSaha/Data-Analytics-Projects-Phase-1","commit_stats":null,"previous_names":["debjyotisaha/data-analytics-projects-phase-1"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FData-Analytics-Projects-Phase-1","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FData-Analytics-Projects-Phase-1/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FData-Analytics-Projects-Phase-1/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FData-Analytics-Projects-Phase-1/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DebjyotiSaha","download_url":"https://codeload.github.com/DebjyotiSaha/Data-Analytics-Projects-Phase-1/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247198413,"owners_count":20900079,"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","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":["matplotlib","numpy","pandas","python","seaborn","sklearn","streamlit"],"created_at":"2024-12-17T18:17:01.332Z","updated_at":"2026-04-13T06:07:07.134Z","avatar_url":"https://github.com/DebjyotiSaha.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Analytics Projects - Phase 1\n\nWelcome to the **Data Analytics Projects - Phase 1** repository! This repository includes several data analytics projects showcasing different techniques such as exploratory data analysis (EDA), visualization, time series analysis, and more. Each project uses popular Python libraries like Pandas, NumPy, Matplotlib, Seaborn, and others.\n\n## Projects Overview\n\n1. **Text Data Analysis**  \n   Analyzing and extracting insights from textual data using Natural Language Processing techniques.\n\n2. **Sales Data Analysis**  \n   Exploration and analysis of sales data to uncover patterns and trends.\n\n3. **Time Series Analysis**  \n   Using time series data for forecasting and trend analysis.\n\n4. **IPL Data Analysis**  \n   In-depth analysis of the Indian Premier League dataset, exploring player performance, match statistics, etc.\n\n5. **Geo-Spatial Analysis**  \n   Performing geospatial data analysis to map and analyze data points geographically.\n\n6. **Finance Data Analysis**  \n   Analyzing financial datasets to derive insights on market trends and investment strategies.\n\n7. **Amazon Customer Analysis**  \n   In-depth analysis of customer data from Amazon to understand customer behavior.\n\n8. **Global Warming Temperature Analysis**  \n   Investigating global temperature changes over time to assess climate change.\n\n## Getting Started\n\n### Prerequisites\n\nBefore you begin, ensure that you have the following Python libraries installed:\n\n- `NumPy`\n- `Pandas`\n- `Matplotlib`\n- `Seaborn`\n- `Sklearn`\n- `Cufflinks`\n- `Streamlit`\n\n### Datasets\n\nThe datasets used in this repository are available via the following links:\n- [Dataset Link](https://drive.google.com/drive/folders/1jsOpULxHY470PiTDMB-slZE8C0hpPQSj?usp=sharing)\n- [Amazon Customer Database on Kaggle](https://www.kaggle.com/debjyotisaha/amazon-customer-database)\n- [Global Warming Data on Kaggle](https://www.kaggle.com/debjyotisaha/global-warming-analysis)\n\n## Usage\n\nEach project is contained within its own folder. You can explore them by running the respective Jupyter notebooks. Follow the instructions inside each folder to run the analysis.\n\n## Contributing\n\nFeel free to fork the repository and submit pull requests for improvements, fixes, or suggestions!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebjyotisaha%2Fdata-analytics-projects-phase-1","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdebjyotisaha%2Fdata-analytics-projects-phase-1","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebjyotisaha%2Fdata-analytics-projects-phase-1/lists"}