DOI: 10.5281/zenodo.8437018
title: RESPEL Prediction - Dataset

description: For the prediction of electrical and electronic waste generation (2021-2025) according to its behavior recorded by IDEAM in the Animated Bases (transformed databases) (2015-2020); the dataset is presented in 5 stages. Anonymized databases collected by IDEAM (transformed databases). Data understanding, field mapping, identification of the main cities in Colombia and CIIU Codes. Cleaning, filtering and categorization of the anonymized bases (2015-2020) for subsequent use in prediction. Prediction by means of linear regression and neural network (RRNN). Understanding of the data by means of graphs.
description: {"references": ["IDEAM, \"Informe Nacional de Residuos o Desechos Peligrosos en Colombia,\" Bogot\u00e1, D.C, 2015. [Online]. Available: http://www.ideam.gov.co/web/contaminacion-y-calidad-ambiental/informes-nacionales-de-generacion-de-residuos-o-desechos-peligros/-/document_library_display/7zHDIepiRPD1/view/1929967?_110_INSTANCE_7zHDIepiRPD1_redirect=http%3A%2F%2Fwww.ideam.gov.co%2Fweb%2Fcontaminacion-y-calidad-ambiental%2Finformes-nacionales-de-generacion-de-residuos-o-desechos-peligros%3Fp_p_id%3D110_INSTANCE_7zHDIepiRPD1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_pos%3D1%26p_p_col_count%3D2", "IDEAM, \"Informe Nacional de Residuos o Desechos Peligrosos en Colombia,\" Bogot\u00e1, D.C, 2016. [Online]. Available: http://www.ideam.gov.co/web/contaminacion-y-calidad-ambiental/informes-nacionales-de-generacion-de-residuos-o-desechos-peligros/-/document_library_display/7zHDIepiRPD1/view/68175684?_110_INSTANCE_7zHDIepiRPD1_redirect=http%3A%2F%2Fwww.ideam.gov.co%2Fweb%2Fcontaminacion-y-calidad-ambiental%2Finformes-nacionales-de-generacion-de-residuos-o-desechos-peligros%3Fp_p_id%3D110_INSTANCE_7zHDIepiRPD1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_pos%3D1%26p_p_col_count%3D2", "IDEAM, \"Informe Nacional de Residuos o Desechos Peligrosos en Colombia,\" Bogot\u00e1, D.C, 2017. [Online]. Available: http://www.ideam.gov.co/web/contaminacion-y-calidad-ambiental/informes-nacionales-de-generacion-de-residuos-o-desechos-peligros/-/document_library_display/7zHDIepiRPD1/view/91475885?_110_INSTANCE_7zHDIepiRPD1_redirect=http%3A%2F%2Fwww.ideam.gov.co%2Fweb%2Fcontaminacion-y-calidad-ambiental%2Finformes-nacionales-de-generacion-de-residuos-o-desechos-peligros%3Fp_p_id%3D110_INSTANCE_7zHDIepiRPD1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_pos%3D1%26p_p_col_count%3D2", "IDEAM, \"Informe Nacional de Residuos o Desechos Peligrosos en Colombia,\" Bogot\u00e1, D.C, 2018. [Online]. Available: http://www.ideam.gov.co/web/contaminacion-y-calidad-ambiental/informes-nacionales-de-generacion-de-residuos-o-desechos-peligros/-/document_library_display/7zHDIepiRPD1/view/124022549?_110_INSTANCE_7zHDIepiRPD1_redirect=http%3A%2F%2Fwww.ideam.gov.co%2Fweb%2Fcontaminacion-y-calidad-ambiental%2Finformes-nacionales-de-generacion-de-residuos-o-desechos-peligros%3Fp_p_id%3D110_INSTANCE_7zHDIepiRPD1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_pos%3D1%26p_p_col_count%3D2", "IDEAM, \"Informe Nacional de Residuos o Desechos Peligrosos en Colombia,\" Bogot\u00e1, D.C, 2019. [Online]. Available: http://www.ideam.gov.co/web/contaminacion-y-calidad-ambiental/informes-nacionales-de-generacion-de-residuos-o-desechos-peligros/-/document_library_display/7zHDIepiRPD1/view/124022552?_110_INSTANCE_7zHDIepiRPD1_redirect=http%3A%2F%2Fwww.ideam.gov.co%2Fweb%2Fcontaminacion-y-calidad-ambiental%2Finformes-nacionales-de-generacion-de-residuos-o-desechos-peligros%3Fp_p_id%3D110_INSTANCE_7zHDIepiRPD1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_pos%3D1%26p_p_col_count%3D2", "IDEAM, \"Informe Nacional de Residuos o Desechos Peligrosos en Colombia,\" Bogot\u00e1, D.C, 2020 [Online]. Available: http://www.ideam.gov.co/web/contaminacion-y-calidad-ambiental/informes-nacionales-de-generacion-de-residuos-o-desechos-peligros/-/document_library_display/7zHDIepiRPD1/view/125550099?_110_INSTANCE_7zHDIepiRPD1_redirect=http%3A%2F%2Fwww.ideam.gov.co%2Fweb%2Fcontaminacion-y-calidad-ambiental%2Finformes-nacionales-de-generacion-de-residuos-o-desechos-peligros%3Fp_p_id%3D110_INSTANCE_7zHDIepiRPD1%26p_p_lifecycle%3D0%26p_p_state%3Dnormal%26p_p_mode%3Dview%26p_p_col_id%3Dcolumn-1%26p_p_col_pos%3D1%26p_p_col_count%3D2"]}