{"id":26234090,"url":"https://github.com/yrohitha/ab-testing-website","last_synced_at":"2025-03-13T01:19:15.367Z","repository":{"id":193848046,"uuid":"535944429","full_name":"YRohitha/AB-Testing-Website","owner":"YRohitha","description":null,"archived":false,"fork":false,"pushed_at":"2022-09-13T03:44:17.000Z","size":6110,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-09-10T12:21:08.880Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"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":"2022-09-13T03:31:59.000Z","updated_at":"2023-09-10T12:21:18.720Z","dependencies_parsed_at":"2023-09-10T12:21:18.624Z","dependency_job_id":"ffb8a899-dd7e-4c42-b9f1-03fc3748948c","html_url":"https://github.com/YRohitha/AB-Testing-Website","commit_stats":null,"previous_names":["yrohitha/ab-testing-website"],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FAB-Testing-Website","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FAB-Testing-Website/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FAB-Testing-Website/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/YRohitha%2FAB-Testing-Website/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/YRohitha","download_url":"https://codeload.github.com/YRohitha/AB-Testing-Website/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243319284,"owners_count":20272236,"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":[],"created_at":"2025-03-13T01:19:14.800Z","updated_at":"2025-03-13T01:19:15.344Z","avatar_url":"https://github.com/YRohitha.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"## AB-Testing-Website\n\n#### Description: Analyzing results of an A/B test run by an e-commerce website. \n\n### Goal\n**To share insights about if the UI team should implement this new page, keep the old page, or perhaps run the experiment longer to make their decision.**\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- [random](https://docs.python.org/3/library/random.html)\n- [scipy.stats](https://docs.scipy.org/doc/scipy/reference/stats.html)\n- [statmodels.api](https://www.statsmodels.org/dev/api.html)\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### Statistical analysis\n* [Bootstrapping sampling distributions](https://towardsdatascience.com/an-introduction-to-the-bootstrap-method-58bcb51b4d60) and p-value calculations\n* Z-core test\n* Logistic regression\n* Multiple linear regression\n\n### Key findings\n* The conversion rate for the new page is not better than for the old page\n* The country parameter of the user did not impact the conversion rate\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyrohitha%2Fab-testing-website","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyrohitha%2Fab-testing-website","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyrohitha%2Fab-testing-website/lists"}