Anastasia Zaharievawhenmathmetdata.hashnode.dev·Nov 30, 2024Day 13: Advanced EDA TechniquesWelcome to Day 13! Today, we’re building on the foundational EDA techniques we explored yesterday by diving into advanced EDA methods. These approaches help us uncover deeper insights, especially in larger or more complex datasets. Advanced EDA Tech...30 Days Data Science ChallengePython
Anastasia Zaharievawhenmathmetdata.hashnode.dev·Nov 29, 2024Day 12: Exploratory Data Analysis (EDA) TechniquesWelcome to Day 12! Today, we’re diving into Exploratory Data Analysis (EDA), a critical step in any data science project. EDA helps us uncover patterns, relationships, and distributions within our data, providing insights to guide further analysis an...30 Days Data Science ChallengePython
Nischal Baidarnischalbaidar.hashnode.dev·Oct 19, 2024Day 15 - Understanding Your Data by Asking QuestionsWhen working with data, the first step to making sense of it is to ask the right questions. These questions guide your exploration and help you gather insights before diving into any analysis or modeling. How Big is the Data? Check the number of ro...nischal_baidar
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...AI/ML Blog By Prakhareda
Anix Lynchgozeroshot.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...1 likeexploratory data analysis
Anix Lynchgozeroshot.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...exploratory 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...exploratory 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...Data 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...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...Python for Beginners: Your Daily Learning Journeyexploratory data analysis
