A Comparison of Automated EDA Tools in Python: Pandas-Profiling vs SweetViz
Table of Contents Pandas-Profiling Let’s set the working directory import osos.chdir(‘YOURPATH’) os. getcwd() import the key libraries and load the input data import pandas as pdfrom pandas_profiling import ProfileReport df = pd.read_csv(“https://people.sc.fsu.edu/~jburkardt/data/csv/airtravel.csv”) Let’s generate the HTML report profile = ProfileReport(df, title=”Pandas Profiling Report”)profile.to_file(“report.html”) Let’s look at the report Interactions: Correlations: Heatmap Correlations: Table SweetViz Let’s…
Build A Simple NLP/NLTK Chatbot
Featured Image – Canva. How Can Chatbots Help Improve Your Bottom-line? A chatbot is a computer program or software that automates conversation with a user. They can be programmed with different responses based on what a user chooses or requests. Chatbots can provide real-time customer support and are therefore a valuable asset in many industries. Contents: You can build an industry-specific…
Cybersecurity Monthly Update
Cybersecurity Monthly Update Securing Your Digital Transformation Focus on DevSecOps Maintain velocity without compromising security GitLab has been a catalyst for change when it comes to the evolution of DevSecOps versus traditional application security testing. Weeam: Are you ransomware resistant?