{"id":20234859,"url":"https://github.com/datamade/open-ee-meter","last_synced_at":"2025-04-10T18:51:38.669Z","repository":{"id":23773966,"uuid":"27149033","full_name":"datamade/open-ee-meter","owner":"datamade","description":"Data analysis \u0026 visualization of energy savings projects, to ultimately empower utilities and contractors to improve the efficacy of energy savings programs.","archived":false,"fork":false,"pushed_at":"2014-12-22T23:31:16.000Z","size":800,"stargazers_count":10,"open_issues_count":2,"forks_count":4,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-03-24T16:38:19.542Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/datamade.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}},"created_at":"2014-11-25T22:24:36.000Z","updated_at":"2024-01-03T03:31:23.000Z","dependencies_parsed_at":"2022-08-22T04:50:26.668Z","dependency_job_id":null,"html_url":"https://github.com/datamade/open-ee-meter","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/datamade%2Fopen-ee-meter","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datamade%2Fopen-ee-meter/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datamade%2Fopen-ee-meter/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datamade%2Fopen-ee-meter/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datamade","download_url":"https://codeload.github.com/datamade/open-ee-meter/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248274143,"owners_count":21076314,"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":"2024-11-14T08:13:26.328Z","updated_at":"2025-04-10T18:51:38.650Z","avatar_url":"https://github.com/datamade.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Open EE Meter\n========\nData analysis \u0026 visualization of energy savings projects, to ultimately empower utilities and contractors to improve the efficacy of energy savings programs. An open-source project, based upon transparent data standards.\n\n### Project Background\n\nThe current state-of-the-art in energy program evaluation is far from ideal, hindered by a lack of feedback loops and misaligned interests. Implementers, utilities, regulators, and contractors are delayed for years without standard and readily accessible calculations of realized savings, restricting their ability to make strategic changes to energy savings programs.\n\nThe absence of timely evaluation prevents ongoing comparisons of various programs, implementers, contractors, and utilities, which would otherwise foster healthy competition and benchmarking. These problems exist in spite of increasingly ubiquitous analytics resources, such as interval metering and readily available weather normalization. The Open EE Meter dashboard helps alleviate these problems, by creating a trusted and transparent system to measure and provide near real time feedback on energy savings.\n\n### Dependencies\n\n- [jQuery](http://jquery.com)\n- [Highcharts](http://www.highcharts.com/)\n- [Bootstrap](http://getbootstrap.com/)\n\n### How to use\n\n#### Adding Data\nPut raw data (in csv form) in ```data/raw/```\n\nThere should be three raw data files:\n\n1. **savings.csv** - actual \u0026 predicted savings for energy savings projects  \n     note: if you want to create an anonymized savings.csv file from non-anonymized data, use anonymize.py\n     required columns:  \n     - project_id\n     - contractor\n     - electricity_iou\n     - gas_iou\n     - weather\\_normalized\\_yearly\\_kwh\\_savings\n     - weather\\_normalized\\_yearly\\_therm\\_savings\n     - predicted\\_yearly\\_kwh\\_savings\n     - predicted\\_yearly\\_therm\\_savings\n2. **projects\\_additional\\_info.csv** - additional info on energy savings projects    \n     required columns:  \n     - project_id\n     - zipcode\n     - retrofit\\_start\\_date\n     - retrofit\\_end\\_date\n3. **zipcode\\_to\\_lat\\_lng.csv** - a mapping of zipcodes to their lat/long center    \n     required columns:  \n     - zipcode\n     - lat\n     - lng  \n\n#### Processing Data\nTo prepare and process the data for the open-ee-meter:\n```\ncd data\nmake all\n```\nThis will create the ```build/``` \u0026 ```finished/``` directories. To clean the ```build/``` \u0026 ```finished/``` directories, run ```make full_clean```\n\n#### Running Locally\nThis is a jekyll site. To run it locally:\n```\njekyll serve\n```\n\n### Errors / Bugs\n\nIf something is not behaving intuitively, it is a bug, and should be reported.\nReport it here: https://github.com/datamade/open-ee-meter/issues\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatamade%2Fopen-ee-meter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatamade%2Fopen-ee-meter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatamade%2Fopen-ee-meter/lists"}