Published October 13, 2023 | Version Final Dataset
Dataset Open

RESPEL Prediction - Dataset

  • 1. Universidad Distrital Francisco José de Caldas

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.

  1. Anonymized databases collected by IDEAM (transformed databases).
  2. Data understanding, field mapping, identification of the main cities in Colombia and CIIU Codes.
  3. Cleaning, filtering and categorization of the anonymized bases (2015-2020) for subsequent use in prediction.
  4. Prediction by means of linear regression and neural network (RRNN).
  5. Understanding of the data by means of graphs.

Files

Cleaning and filtering - RESPEL.zip

Files (46.8 MB)

Name Size Download all
md5:8ac7408ddd59fa15036a3b2bdcc984c0
480.6 kB Preview Download
md5:1260eb94af8841b8373f9465c2817a1f
94.7 kB Preview Download
md5:96fa2af12272641fc194717fb0252202
166.8 kB Preview Download
md5:3e53e6c9cbf0b86b316f3fa833e214b2
132.6 kB Preview Download
md5:596bbf774141d60d24588b6d9479e582
46.0 MB Preview Download

Additional details

References