Data Visualization

In this demo, I am using the Ipywidgets module to create an interactive dashboard. The data set used is CardioGoodFitness from Kaggle as an example. Thus, let’s import the modules needed. import pandas as pd import ipywidgets import seaborn as sns import matplotlib.pyplot as plt First, let’s look at the…

On June 24, 2022, the Supreme Court overturned Roe v. Wade, eliminating the constitutional right to an abortion after almost 50 years. This will lead to all but total bans on the procedure in about half of the states. — New York Times What does reproductive rights look like in…

A Playlist for Squeaky Clean Data I have been consuming lots of data science and analysis content, and one of the major takeaways I have found is that there is no model you can build that will yield actionable insights if you feed it garbage data. One of my instructors…

Working with data demands from the analyst a certain level of sharpness to examine its characteristics and to identify possible clues linked to an event or situation. Visual graphics can help the data analysis however, to build up these visual charts and table could become a laborious work without the…

Data Engineering at Affinity Answers handles data from close to 10 heterogeneous data sources processing upwards of 2 billion records per day. An example of a Data Pipeline at Affinity Answers:

Here, I’ll provide a quick overview of creating dashboards with Streamlit You can learn how to create these kind of dashboard apps by clicking this link to the complete article. This dashboard was created using the streamlit app starter kit and I have used demo weather and stock data. The…

SpaceBudz 10k NFT Collection on the Cardano Blockchain Data manipulation and data visualization was the main purpose of this project. Before I present my analysis, allow me to provide context and explain what SpaceBudz is. “ SpaceBudz was launched on March 24th of 2021 on the Cardano blockchain. It grew…

A Step by Step approach to building an RFM model for Customer Segmentation in Python. Companies have spent a lot of money on market research, but with technology changing customers’ behavior and research methodologies all the time, there is a need for constant improvements. …

What Is Sympy? Sympy is an open-source Python library for symbolic mathematics. When you read the previous sentence, the question may come to mind: so what is this symbolic mathematics? In symbolic maths, computers deal with mathematical equations, expressions, and formulas in symbolic form to calculate and manipulate. …