{"id":26234083,"url":"https://github.com/yrohitha/eda-bio-diversity","last_synced_at":"2025-03-13T01:19:14.496Z","repository":{"id":193848060,"uuid":"524033116","full_name":"YRohitha/EDA-Bio-Diversity","owner":"YRohitha","description":"Use Descriptive statistics and statistical inference to help ensure the survival of at-risk species ","archived":false,"fork":false,"pushed_at":"2022-08-12T12:00:31.000Z","size":455,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-09-10T12:21:09.399Z","etag":null,"topics":["data-visualisation","descriptive-statistics","statistical-inference","storyboarding"],"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/YRohitha.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}},"created_at":"2022-08-12T09:44:05.000Z","updated_at":"2023-09-10T12:21:14.268Z","dependencies_parsed_at":"2023-09-10T12:31:23.227Z","dependency_job_id":null,"html_url":"https://github.com/YRohitha/EDA-Bio-Diversity","commit_stats":null,"previous_names":["yrohitha/eda-bio-diversity"],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FEDA-Bio-Diversity","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FEDA-Bio-Diversity/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FEDA-Bio-Diversity/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FEDA-Bio-Diversity/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/YRohitha","download_url":"https://codeload.github.com/YRohitha/EDA-Bio-Diversity/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243319283,"owners_count":20272235,"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-visualisation","descriptive-statistics","statistical-inference","storyboarding"],"created_at":"2025-03-13T01:19:14.102Z","updated_at":"2025-03-13T01:19:14.480Z","avatar_url":"https://github.com/YRohitha.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## EDA-Bio-Diversity\n\n**Ensure the survival of at-risk species, to maintain the level of biodiversity within their park**\n* Understand characteristics about the species and their conservations status using Descriptive statistics\n* Explore relationship between species and their relationship to the national parks via Statistical Inference\n\n### Description\n\n1. Project goals: Define the high-level objectives and set the intentions for this project. \n2. Data: Luckily in this project, data is already provided but still needs to be checked if project goals can be met with the available data. \n3. Analysis: Will have to be thought through, which include the methods and questions that are aligned with the project goals. \n4. Evaluation: To build conclusions and findings from our analysis.\n\n\n### Install Setup\n\nThis project requires **Python 2.7** and the following Python libraries installed:\n\n- [numpy](http://www.numpy.org/)\n- [pandas](http://pandas.pydata.org)\n- [matplotlib](http://matplotlib.org/)\n- [scikit-learn](http://scikit-learn.org/stable/)\n- [datetime](https://docs.python.org/3/library/datetime.html)\n- [seaborn](https://seaborn.pydata.org)\n\nYou will also need to have software installed to run and execute a [Jupyter Notebook](http://ipython.org/notebook.html)\n\nIf you do not have Python installed yet, it is highly recommended that you install the [Anaconda](http://continuum.io/downloads) distribution of Python, which already has the above packages and more included. Make sure that you select the Python 2.7 installer and not the Python 3.x installer.\n\n\n### Code\n\nTemplate code is provided in the notebook `eda-bio-diversity.ipynb` \n[Jupyter Notebook](https://github.com/YRohitha/EDA-BioDiversity/tree/main/scripts/eda-bio-diversity.ipynb) file.\n\n\n### Run\n\nIn a terminal or command window, navigate to the top-level project directory (that contains this README) and run one of the following commands:\n\n```bash\njupyter notebook eda-bio-diversity.ipynb\n```\nor\n```bash\nipython notebook eda-bio-diversity.ipynb\n```\nThis will open the Jupyter Notebook software and project file in your web browser.\n\n\n### Data\n\n**Features**\n\n#### species\n\nThe `species_info.csv` contains information on the different species in the National Parks. The columns in the data set include:\n- **category** - The category of taxonomy for each species\n- **scientific_name** - The scientific name of each species\n- **common_names** - The common names of each species\n- **conservation_status** - The species conservation status\n\n#### observations\n\nThe `Observations.csv` contains information from recorded sightings of different species throughout the national parks in the past 7 days. The columns included are:\n\n- **scientific_name** - The scientific name of each species\n- **park_name** - The name of the national park\n- **observations** - The number of observations in the past 7 days\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyrohitha%2Feda-bio-diversity","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyrohitha%2Feda-bio-diversity","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyrohitha%2Feda-bio-diversity/lists"}