{"id":27498271,"url":"https://github.com/anastasius21/customersegmentation","last_synced_at":"2026-04-16T00:32:10.698Z","repository":{"id":288080465,"uuid":"966767511","full_name":"anastasius21/CustomerSegmentation","owner":"anastasius21","description":"Customer Segmentation Model using KMeans Clustering","archived":false,"fork":false,"pushed_at":"2025-04-15T12:39:50.000Z","size":73,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-15T13:34:25.864Z","etag":null,"topics":["customer-segmentation","data-science","elbow-method","kmeans-clustering","machine-learning","python","wcss"],"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/anastasius21.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,"zenodo":null}},"created_at":"2025-04-15T12:28:54.000Z","updated_at":"2025-04-15T12:41:41.000Z","dependencies_parsed_at":"2025-04-15T13:34:29.912Z","dependency_job_id":"3b483aa5-30a2-4707-b9f7-9bce4de41fdd","html_url":"https://github.com/anastasius21/CustomerSegmentation","commit_stats":null,"previous_names":["anastasius21/customersegmentation"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anastasius21%2FCustomerSegmentation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anastasius21%2FCustomerSegmentation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anastasius21%2FCustomerSegmentation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anastasius21%2FCustomerSegmentation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anastasius21","download_url":"https://codeload.github.com/anastasius21/CustomerSegmentation/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249326181,"owners_count":21251735,"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":["customer-segmentation","data-science","elbow-method","kmeans-clustering","machine-learning","python","wcss"],"created_at":"2025-04-17T08:29:24.920Z","updated_at":"2025-10-17T07:02:15.977Z","avatar_url":"https://github.com/anastasius21.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Customer Segmentation \nCustomer Segmentation Model using KMeans Clustering on the dataset taken from kaggle (included in the repo).\n# Project Overview\nCompanies and Organizations sometimes need to group customers based on the similarity among them. In this dataset, we had customers Annual Income and Spending Score, which we pushed in a dataframe X. Then to find the optimal number of clusters we used the Elbow Method. Using the WCSS, we found out 5 to be the appropriate number of clusters. Then, the KMeans Clustering Model was trained and then the model was saved which was later integrated into a basic streamlit app.\n# Libraries Used\nPandas\nScikit Learn\nJoblib\nMatpotlib\n# Repository Strcutre\nStreamLit App\nDataset\nJupyter Notebook\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanastasius21%2Fcustomersegmentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanastasius21%2Fcustomersegmentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanastasius21%2Fcustomersegmentation/lists"}