{"id":25903919,"url":"https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network","last_synced_at":"2025-03-03T04:16:19.997Z","repository":{"id":41466347,"uuid":"377248768","full_name":"stdlib-js/datasets-suthaharan-single-hop-sensor-network","owner":"stdlib-js","description":"Labeled wireless sensor network data set collected from a simple single-hop wireless sensor network deployment using TelosB motes.","archived":false,"fork":false,"pushed_at":"2025-02-03T00:38:24.000Z","size":2323,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-02T03:40:48.812Z","etag":null,"topics":["data","dataset","datasets","javascript","labeled","machine-learning","ml","mote","motes","network","node","node-js","nodejs","outlier","outliers","sample","sensor","statistics","stats","stdlib"],"latest_commit_sha":null,"homepage":"https://github.com/stdlib-js/stdlib","language":"JavaScript","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stdlib-js.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null},"funding":{"github":["stdlib-js"],"open_collective":"stdlib","tidelift":"npm/@stdlib/stdlib"}},"created_at":"2021-06-15T17:48:16.000Z","updated_at":"2025-02-03T00:31:59.000Z","dependencies_parsed_at":"2023-10-05T06:24:49.128Z","dependency_job_id":"541b2755-18a2-4328-bea0-b667ebb0fcc4","html_url":"https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network","commit_stats":{"total_commits":48,"total_committers":1,"mean_commits":48.0,"dds":0.0,"last_synced_commit":"39bcd0fdd0af6bbf11937dce97a3a53a115cf766"},"previous_names":[],"tags_count":28,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stdlib-js","download_url":"https://codeload.github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241460168,"owners_count":19966519,"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","dataset","datasets","javascript","labeled","machine-learning","ml","mote","motes","network","node","node-js","nodejs","outlier","outliers","sample","sensor","statistics","stats","stdlib"],"created_at":"2025-03-03T04:16:19.407Z","updated_at":"2025-03-03T04:16:19.984Z","avatar_url":"https://github.com/stdlib-js.png","language":"JavaScript","funding_links":["https://github.com/sponsors/stdlib-js","https://opencollective.com/stdlib","https://tidelift.com/funding/github/npm/@stdlib/stdlib"],"categories":[],"sub_categories":[],"readme":"\u003c!--\n\n@license Apache-2.0\n\nCopyright (c) 2018 The Stdlib Authors.\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n   http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n\n--\u003e\n\n\n\u003cdetails\u003e\n  \u003csummary\u003e\n    About stdlib...\n  \u003c/summary\u003e\n  \u003cp\u003eWe believe in a future in which the web is a preferred environment for numerical computation. To help realize this future, we've built stdlib. stdlib is a standard library, with an emphasis on numerical and scientific computation, written in JavaScript (and C) for execution in browsers and in Node.js.\u003c/p\u003e\n  \u003cp\u003eThe library is fully decomposable, being architected in such a way that you can swap out and mix and match APIs and functionality to cater to your exact preferences and use cases.\u003c/p\u003e\n  \u003cp\u003eWhen you use stdlib, you can be absolutely certain that you are using the most thorough, rigorous, well-written, studied, documented, tested, measured, and high-quality code out there.\u003c/p\u003e\n  \u003cp\u003eTo join us in bringing numerical computing to the web, get started by checking us out on \u003ca href=\"https://github.com/stdlib-js/stdlib\"\u003eGitHub\u003c/a\u003e, and please consider \u003ca href=\"https://opencollective.com/stdlib\"\u003efinancially supporting stdlib\u003c/a\u003e. We greatly appreciate your continued support!\u003c/p\u003e\n\u003c/details\u003e\n\n# Single-Hop Sensor Network\n\n[![NPM version][npm-image]][npm-url] [![Build Status][test-image]][test-url] [![Coverage Status][coverage-image]][coverage-url] \u003c!-- [![dependencies][dependencies-image]][dependencies-url] --\u003e\n\n\u003e Labeled wireless sensor network data set collected from a simple single-hop wireless sensor network deployment using TelosB motes.\n\n\u003csection class=\"installation\"\u003e\n\n## Installation\n\n```bash\nnpm install @stdlib/datasets-suthaharan-single-hop-sensor-network\n```\n\nAlternatively,\n\n-   To load the package in a website via a `script` tag without installation and bundlers, use the [ES Module][es-module] available on the [`esm`][esm-url] branch (see [README][esm-readme]).\n-   If you are using Deno, visit the [`deno`][deno-url] branch (see [README][deno-readme] for usage intructions).\n-   For use in Observable, or in browser/node environments, use the [Universal Module Definition (UMD)][umd] build available on the [`umd`][umd-url] branch (see [README][umd-readme]).\n-   To use as a general utility for the command line, install the corresponding [CLI package][cli-section] globally.\n\nThe [branches.md][branches-url] file summarizes the available branches and displays a diagram illustrating their relationships.\n\nTo view installation and usage instructions specific to each branch build, be sure to explicitly navigate to the respective README files on each branch, as linked to above.\n\n\u003c/section\u003e\n\n\u003csection class=\"usage\"\u003e\n\n## Usage\n\n```javascript\nvar dataset = require( '@stdlib/datasets-suthaharan-single-hop-sensor-network' );\n```\n\n#### dataset()\n\nReturns a dataset consisting of labeled wireless sensor network data set collected from a simple single-hop wireless sensor network deployment using TelosB motes.\n\n```javascript\nvar data = dataset();\n/* returns\n    [\n        {\n            'reading': 1,\n            'mote_id': 1,\n            'indoor': 1,\n            'humidity': 45.93,\n            'temperature': 27.97,\n            'label': 0\n        },\n        ...\n    ]\n*/\n```\n\n\u003c/section\u003e\n\n\u003c!-- /.usage --\u003e\n\n\u003csection class=\"notes\"\u003e\n\n## Notes\n\n-   Humidity and temperature measurements were collected at `5` second intervals over a six hour period on May 9, 2010.\n-   Temperature is in degrees Celsius.\n-   Humidity is temperature corrected relative humidity, ranging from 0-100%.\n-   The label `0` denotes normal data, and the label `1` denotes an introduced event.\n-   If a mote was an indoor sensor, the corresponding indicator is `1`. If a mote was an outdoor sensor, the indoor indicator is `0`.\n\n\u003c/section\u003e\n\n\u003c!-- /.notes --\u003e\n\n\u003csection class=\"examples\"\u003e\n\n## Examples\n\n\u003c!-- eslint no-undef: \"error\" --\u003e\n\n```javascript\nvar incrgrubbs = require( '@stdlib/stats-incr-grubbs' );\nvar data = require( '@stdlib/datasets-suthaharan-single-hop-sensor-network' );\n\nvar acc;\nvar d;\nvar i;\nvar j;\nvar k;\n\n// Get the sensor data:\nd = data();\n\n// For each mote, test for an outlier temperature measurement...\ni = 0;\nfor ( j = 0; j \u003c 4; j++ ) {\n    k = j + 1;\n\n    // Create a new accumulator for performing Grubbs' test:\n    acc = incrgrubbs();\n\n    // Update the accumulator with temperature data...\n    while ( i \u003c d.length \u0026\u0026 d[ i ].mote_id === k ) {\n        acc( d[ i ].temperature );\n        i += 1;\n    }\n    // Print test results:\n    console.log( '' );\n    console.log( 'Mote: %d', k );\n    console.log( '' );\n    console.log( acc().print() );\n}\n```\n\n\u003c/section\u003e\n\n\u003c!-- /.examples --\u003e\n\n* * *\n\n\u003csection class=\"cli\"\u003e\n\n## CLI\n\n\u003csection class=\"installation\"\u003e\n\n## Installation\n\nTo use as a general utility, install the CLI package globally\n\n```bash\nnpm install -g @stdlib/datasets-suthaharan-single-hop-sensor-network-cli\n```\n\n\u003c/section\u003e\n\n\u003c!-- CLI usage documentation. --\u003e\n\n\u003csection class=\"usage\"\u003e\n\n### Usage\n\n```text\nUsage: suthaharan-single-hop-sensor-network [options]\n\nOptions:\n\n  -h,    --help                Print this message.\n  -V,    --version             Print the package version.\n         --format fmt          Output format: 'csv' or 'ndjson'.\n```\n\n\u003c/section\u003e\n\n\u003c!-- /.usage --\u003e\n\n\u003csection class=\"examples\"\u003e\n\n### Examples\n\n```bash\n$ suthaharan-single-hop-sensor-network\n```\n\n\u003c/section\u003e\n\n\u003c!-- /.examples --\u003e\n\n\u003c/section\u003e\n\n\u003c!-- /.cli --\u003e\n\n* * *\n\n\u003csection class=\"references\"\u003e\n\n## References\n\n-   Suthaharan, Shan, Mohammed Alzahrani, Sutharshan Rajasegarar, Christopher Leckie, and Marimuthu Palaniswami. 2010. \"Labelled data collection for anomaly detection in wireless sensor networks.\" In _Proceedings of the Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2010)_. Brisbane, Australia: IEEE.\n\n\u003c/section\u003e\n\n\u003c!-- /.references --\u003e\n\n\u003c!-- \u003clicense\u003e --\u003e\n\n## License\n\nThe data files (databases) are licensed under an [Open Data Commons Attribution 1.0 License][odc-by-1.0] and their contents are licensed under a [Creative Commons Attribution 4.0 International Public License][cc-by-4.0]. The original dataset is attributed to Shan Suthaharan, Mohammed Alzahrani, Sutharshan Rajasegarar, Christopher Leckie, and Marimuthu Palaniswami and can be found [here][suthaharan-single-hop-sensor-network-data]. The software is licensed under [Apache License, Version 2.0][apache-license].\n\n\u003c!-- \u003c/license\u003e --\u003e\n\n\u003c!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. --\u003e\n\n\u003csection class=\"related\"\u003e\n\n* * *\n\n## See Also\n\n-   \u003cspan class=\"package-name\"\u003e[`@stdlib/datasets-suthaharan-multi-hop-sensor-network`][@stdlib/datasets/suthaharan-multi-hop-sensor-network]\u003c/span\u003e\u003cspan class=\"delimiter\"\u003e: \u003c/span\u003e\u003cspan class=\"description\"\u003elabeled wireless sensor network data set collected from a multi-hop wireless sensor network deployment using TelosB motes.\u003c/span\u003e\n\n\u003c/section\u003e\n\n\u003c!-- /.related --\u003e\n\n\u003c!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --\u003e\n\n\n\u003csection class=\"main-repo\" \u003e\n\n* * *\n\n## Notice\n\nThis package is part of [stdlib][stdlib], a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.\n\nFor more information on the project, filing bug reports and feature requests, and guidance on how to develop [stdlib][stdlib], see the main project [repository][stdlib].\n\n#### Community\n\n[![Chat][chat-image]][chat-url]\n\n---\n\n## Copyright\n\nCopyright \u0026copy; 2016-2025. The Stdlib [Authors][stdlib-authors].\n\n\u003c/section\u003e\n\n\u003c!-- /.stdlib --\u003e\n\n\u003c!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. --\u003e\n\n\u003csection class=\"links\"\u003e\n\n[npm-image]: http://img.shields.io/npm/v/@stdlib/datasets-suthaharan-single-hop-sensor-network.svg\n[npm-url]: https://npmjs.org/package/@stdlib/datasets-suthaharan-single-hop-sensor-network\n\n[test-image]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/actions/workflows/test.yml/badge.svg?branch=main\n[test-url]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/actions/workflows/test.yml?query=branch:main\n\n[coverage-image]: https://img.shields.io/codecov/c/github/stdlib-js/datasets-suthaharan-single-hop-sensor-network/main.svg\n[coverage-url]: https://codecov.io/github/stdlib-js/datasets-suthaharan-single-hop-sensor-network?branch=main\n\n\u003c!--\n\n[dependencies-image]: https://img.shields.io/david/stdlib-js/datasets-suthaharan-single-hop-sensor-network.svg\n[dependencies-url]: https://david-dm.org/stdlib-js/datasets-suthaharan-single-hop-sensor-network/main\n\n--\u003e\n\n[chat-image]: https://img.shields.io/gitter/room/stdlib-js/stdlib.svg\n[chat-url]: https://app.gitter.im/#/room/#stdlib-js_stdlib:gitter.im\n\n[stdlib]: https://github.com/stdlib-js/stdlib\n\n[stdlib-authors]: https://github.com/stdlib-js/stdlib/graphs/contributors\n\n[cli-section]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network#cli\n[cli-url]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/tree/cli\n[@stdlib/datasets-suthaharan-single-hop-sensor-network]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/tree/main\n\n[umd]: https://github.com/umdjs/umd\n[es-module]: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Modules\n\n[deno-url]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/tree/deno\n[deno-readme]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/blob/deno/README.md\n[umd-url]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/tree/umd\n[umd-readme]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/blob/umd/README.md\n[esm-url]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/tree/esm\n[esm-readme]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/blob/esm/README.md\n[branches-url]: https://github.com/stdlib-js/datasets-suthaharan-single-hop-sensor-network/blob/main/branches.md\n\n[suthaharan-single-hop-sensor-network-data]: http://www.uncg.edu/cmp/downloads/lwsndr.html\n\n[odc-by-1.0]: http://opendatacommons.org/licenses/by/1.0/\n\n[cc-by-4.0]: http://creativecommons.org/licenses/by/4.0/\n\n[apache-license]: https://www.apache.org/licenses/LICENSE-2.0\n\n\u003c!-- \u003crelated-links\u003e --\u003e\n\n[@stdlib/datasets/suthaharan-multi-hop-sensor-network]: https://github.com/stdlib-js/datasets-suthaharan-multi-hop-sensor-network\n\n\u003c!-- \u003c/related-links\u003e --\u003e\n\n\u003c/section\u003e\n\n\u003c!-- /.links --\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstdlib-js%2Fdatasets-suthaharan-single-hop-sensor-network/lists"}