Prakhar Kumarprakhartechinsights.hashnode.dev·Jul 25, 2024Exploratory Data Analysis (EDA): A Crucial Step Before Applying Machine LearningExploratory Data Analysis (EDA) is a fundamental process in the data science pipeline, performed before applying machine learning algorithms. It involves analyzing and summarizing the main characteristics of a dataset to gain insights, detect anomali...DiscussAI/ML Blog By Prakhareda
Anix LynchProanixblog.hashnode.dev·Jul 25, 2024Why taxi orders fail? EDA 🚗Download dataset and source code here Expected Outcome Understand Failure Reasons: Identify which failure reasons are most common. Identify Critical Times: Spot times with high failure rates and their causes. Optimize Cancellation Processes: Impro...Discuss·1 likeexploratory data analysis
Anix LynchProanixblog.hashnode.dev·Jul 25, 2024How to increase sales with data 📈 Fitness business caseDataset and Jupyterfile download In this analysis, we aim to understand the profile of treadmill buyers to tailor our marketing strategies and improve sales. By analyzing the demographics and behaviors of our customers, we can derive actionable insig...Discussexploratory data analysis
Oluwatomisin Bamideletomisinbamidele.hashnode.dev·Jul 6, 2024Exploratory Data AnalysisThis article will guide you through the steps of exploratory data analysis using SQL and initial insights from the dataset. The data, sourced from Kaggle, contains information about passengers on the Titanic. Data Overview The dataset includes featur...Discussexploratory data analysis
Carlson Oranucarlson.hashnode.dev·Jun 30, 2024First Glance at Retail Sales Data: A Technical ReportIntroduction Greetings, data enthusiasts, welcome to the exciting world of retail sales data! Today, we are diving into a dataset from Kaggle that gives us a peek into the bustling world of retail transactions. This dataset, provided by Kyanyoga, inc...DiscussData Science
Favour Ewohfavourewoh.hashnode.dev·Jun 28, 2024First Impression: Exploring retail sales dataIntroduction In this data analysis exercise, the dataset under review comprises order details from a retail business. The primary objective of this analysis is to conduct an initial exploration to identify key variables, understand their types, and u...Discuss·30 readsData Science
Arnab Bhowmikblog.thearnab.tech·May 23, 2024Exploratory Data Analysis-Part 1What is Exploratory Data Analysis? Exploratory data analysis is one of the basic and essential steps of a data science project. A data scientist involves almost 70% of his work in doing the EDA of the dataset. In this article, we will discuss what is...DiscussPython for Beginners: Your Daily Learning Journeyexploratory data analysis
Silvester cheptumomugultum.hashnode.dev·May 7, 2024Exploratory data analysis with Tidyverse for a beginnerImagine you have been saving data on your shopping in an Excel file on your computer for a year. In December, you may want to see how you have been using your finances for the entire year. Well, that is what Exploratory data analysis helps you with. ...DiscussBeginner Developers
Manupuri Nithinnithinmanupuri.hashnode.dev·Apr 10, 2024Exploratory Data Analysis (EDA)what is EDA? EDA is the studying of data and using data exploring techniques to understand the various aspects of data. In Eda we make sure data will be in clean (if any raw data is present, we identify the missing data and handle that data by using ...Discuss·69 readsexploratory data analysis
MuskanforMuskan's team blogmuskanblogs.hashnode.dev·Apr 6, 2024Exploratory Data Analysis: Unveiling Insights from Raw DataIn the vast landscape of data science, one crucial stage stands out as the foundation upon which insights and discoveries are built – Exploratory Data Analysis (EDA). At its core, EDA is the art and science of peeling back the layers of raw data to u...Discussvisualization methods
