technology logo
technology logo

Climate Change Fake News Detector

share link

by pranjuljain dot icon Updated: Aug 6, 2022

Solution Kit Solution Kit Β 

Our solution is to make an AI fake news detector that helps to detect fake news through binary classification techniques and helps to build a better experience by controlling the flow of disinformation in politics, businesses, climate change, general, and more. It's built with help of various powerful machine learning libraries and a Kandi kit. In this solution, we have also used NumPy for Data Analysis and Exploration, nltk is used for text Mining. Also for Machine Learning and sentence embedding, Scikit Learn has been used. This tool works by training a neural network to spot fake articles based on their text content. When you run your data through this tool, it gives you back a list of articles that it thinks are likely to be fake. In addition to identifying fake news, this model can also identify real news from fake ones. This allows you to compare the model's performance across different domains like politics, sports, business, etc. Our idea solves the problem of fake news circulation in media. As this is a major issue which has many times led to great losses in money and property both private and government because people believed in something fake. As the internet is a two-edged sword it has provided us with a lot of information but also much of it is fake or fabricated hence to stop such meaningless losses to people we have created this programm. Using this people should be able to know which information is true and which is false and thus they won't be led astray due to any fake/false news.

scikit-learnby scikit-learn

Python doticonstar image 53572 doticonVersion:1.2.2doticon
License: Permissive (BSD-3-Clause)

scikit-learn: machine learning in Python

Support
    Quality
      Security
        License
          Reuse

            scikit-learnby scikit-learn

            Python doticon star image 53572 doticonVersion:1.2.2doticon License: Permissive (BSD-3-Clause)

            scikit-learn: machine learning in Python
            Support
              Quality
                Security
                  License
                    Reuse

                      spaCyby explosion

                      Python doticonstar image 25655 doticonVersion:v3.5.1doticon
                      License: Permissive (MIT)

                      πŸ’« Industrial-strength Natural Language Processing (NLP) in Python

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                spaCyby explosion

                                Python doticon star image 25655 doticonVersion:v3.5.1doticon License: Permissive (MIT)

                                πŸ’« Industrial-strength Natural Language Processing (NLP) in Python
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          numpyby numpy

                                          Python doticonstar image 23036 doticonVersion:v1.24.2doticon
                                          License: Permissive (BSD-3-Clause)

                                          The fundamental package for scientific computing with Python.

                                          Support
                                            Quality
                                              Security
                                                License
                                                  Reuse

                                                    numpyby numpy

                                                    Python doticon star image 23036 doticonVersion:v1.24.2doticon License: Permissive (BSD-3-Clause)

                                                    The fundamental package for scientific computing with Python.
                                                    Support
                                                      Quality
                                                        Security
                                                          License
                                                            Reuse

                                                              notebookby jupyter

                                                              Jupyter Notebook doticonstar image 9914 doticonVersion:v7.0.0a18doticon
                                                              License: Permissive (BSD-3-Clause)

                                                              Jupyter Interactive Notebook

                                                              Support
                                                                Quality
                                                                  Security
                                                                    License
                                                                      Reuse

                                                                        notebookby jupyter

                                                                        Jupyter Notebook doticon star image 9914 doticonVersion:v7.0.0a18doticon License: Permissive (BSD-3-Clause)

                                                                        Jupyter Interactive Notebook
                                                                        Support
                                                                          Quality
                                                                            Security
                                                                              License
                                                                                Reuse

                                                                                  Kit Solution Source

                                                                                  fakenews-detectionby kandikits

                                                                                  Jupyter Notebook doticonstar image 0 doticonVersion:v1.0.0doticon
                                                                                  License: Permissive (Apache-2.0)

                                                                                  Fake News detection in news articles

                                                                                  Support
                                                                                    Quality
                                                                                      Security
                                                                                        License
                                                                                          Reuse

                                                                                            fakenews-detectionby kandikits

                                                                                            Jupyter Notebook doticon star image 0 doticonVersion:v1.0.0doticon License: Permissive (Apache-2.0)

                                                                                            Fake News detection in news articles
                                                                                            Support
                                                                                              Quality
                                                                                                Security
                                                                                                  License
                                                                                                    Reuse

                                                                                                      See similar Kits and Libraries