Fake news Prediction with NLP
by vssanjaybabu Updated: Aug 5, 2022
Solution Kit
The following kit demonstrates how I used the NLP packages to carry the prediction with the news generated daily. In our day-to-day life, We hear a lot of news but may not be sure whether it's genuine or fake. Based on my model you can predict the news whether real or fake giving the high volume of data in a much shorter period of time. All you need is a High volume of Data that is classified into real or fake
Data Analysis
For Exploratory Data Analysis
PythonDataScienceHandbookby jakevdp
Python Data Science Handbook: full text in Jupyter Notebooks
PythonDataScienceHandbookby jakevdp
Jupyter Notebook
37840
Version:Current
License: Permissive (MIT)
numpyby numpy
The fundamental package for scientific computing with Python.
numpyby numpy
Python
22989
Version:v1.24.2
License: Permissive (BSD-3-Clause)
pandasby pandas-dev
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandasby pandas-dev
Python
37363
Version:v2.0.0rc1
License: Permissive (BSD-3-Clause)
Visualization
For Plotting and NLP
matplotlibby matplotlib
matplotlib: plotting with Python
matplotlibby matplotlib
Python
17007
Version:v3.7.1
License: No License
seabornby mwaskom
Statistical data visualization in Python
seabornby mwaskom
Python
10488
Version:v0.12.2
License: Permissive (BSD-3-Clause)
Machine Learning
For Machine learning and Github
scikit-learnby scikit-learn
scikit-learn: machine learning in Python
scikit-learnby scikit-learn
Python
53431
Version:1.2.2
License: Permissive (BSD-3-Clause)
24-Hour-AI-Challengeby Aristophanes26
This is a new code other that what was provided. This code has much better accuracy when working with huge amount of data.
24-Hour-AI-Challengeby Aristophanes26
Jupyter Notebook
0
Version:Current
License: No License
Deployment Information
Just click on run all in the notebook. If you run into any issues please let me know.