{"id":16779948,"url":"https://github.com/giorgossideris/athens_weather_analysis","last_synced_at":"2025-03-16T20:12:29.564Z","repository":{"id":75667212,"uuid":"422152531","full_name":"giorgossideris/athens_weather_analysis","owner":"giorgossideris","description":"Analyse the data of Athens' weather.","archived":false,"fork":false,"pushed_at":"2021-11-20T16:31:26.000Z","size":2588,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-23T06:32:28.470Z","etag":null,"topics":["data-analysis","visualization"],"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/giorgossideris.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":"2021-10-28T10:00:58.000Z","updated_at":"2023-09-21T19:40:01.000Z","dependencies_parsed_at":"2023-06-07T07:30:35.385Z","dependency_job_id":null,"html_url":"https://github.com/giorgossideris/athens_weather_analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giorgossideris%2Fathens_weather_analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giorgossideris%2Fathens_weather_analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giorgossideris%2Fathens_weather_analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/giorgossideris%2Fathens_weather_analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/giorgossideris","download_url":"https://codeload.github.com/giorgossideris/athens_weather_analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243926071,"owners_count":20369910,"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":["data-analysis","visualization"],"created_at":"2024-10-13T07:33:11.855Z","updated_at":"2025-03-16T20:12:29.542Z","avatar_url":"https://github.com/giorgossideris.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# athens_weather_analysis\n\n## Purpose\nThis repository contains an analysis of Athens' weather during the period 1955-2020, that was done in the context of the university course: \"Applied Machine Learning\".\n\n\n\n## Tools and Packages\nThe analysis was executed on [Jupyter](https://jupyter.org/) *(Jupyter Notebook 6.4.4 and Python 3.9.0 will work for sure)*. \n\nAdditional packages required for the project to run are:\n* [NumPy](https://numpy.org/) *(1.19.5 or up will work for sure)*\n* [pandas](https://pandas.pydata.org/) *(1.3.3 or up will work for sure)*\n* [matplotlib](https://matplotlib.org/) *(3.4.3 or up will work for sure)*\n* [SciPy](https://scipy.org/) *(1.7.1 or up will work for sure)*\n\nAll the packages above can be installed using the `pip install` command-line command.\n\n## Data\nThe data used can be found in the \u003ccode\u003edata\u003c/code\u003e folder. Specifically:\n* `data/hellinikon_noaa.csv`: was downloaded from [NOAA](https://www.ncdc.noaa.gov/cdo-web/search), and refer to the weather station of Hellinikon and the period 1955-2020.\n* `data/athens_hds.csv`: was downloaded from [HDS](https://data.hellenicdataservice.gr/dataset/66e1c19a-7b0e-456f-b465-b301a1130e3f), and refer to the weather station of Athens and the period 2010-2019.\n    * *License*: [CC-BY-SA 4.0 - Creative Commons Attribution-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-sa/4.0/)\n    * *Creator name*: National Observatory of Athens/meteo.gr\n    * *Title (as provided)*: athens.csv\n\nMore detailed information about the datasets can be found within `weather_analysis.ipynb`.\n\n## How to run\n1. **Clone the project:** Execute the command `git clone https://github.com/giorgossideris/athens_weather_analysis.git`\n2. **Move into the project:** Execute the command `cd athens_weather_analysis`\n3. **Open the analysis:** Execute the command `jupyter notebook weather_analysis.ipynb`  \n  \n***Note**: The purpose behind this analysis was not to generate state-of-the-art meteorogical findings. Instead, I performed it in order to get comfortable with using pandas and Jupyter Notebook.*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgiorgossideris%2Fathens_weather_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgiorgossideris%2Fathens_weather_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgiorgossideris%2Fathens_weather_analysis/lists"}