Nischal Baidarnischalbaidar.hashnode.dev·Oct 20, 2024Day 16 - Univariate Exploratory Data Analysis (EDA) in PythonExploratory Data Analysis (EDA) is a critical step in any data analysis or data science project. It helps us understand the underlying patterns, spot anomalies, and check assumptions about the data before we dive deeper into modeling. What is Univari...Discussnischal_baidar
Victor Ndutidatacurious.hashnode.dev·Oct 18, 2024Boxplots : All in OneUnivariate, Bivariate and Multivariate analysis The Power of Exploratory Data Analysis (EDA) for Machine Learning Success Machine learning thrives on data. But not just any data – high-quality, well-understood data is the fuel that drives successful ...Discusseda
Vinay Borkarvinaytechbytes.hashnode.dev·Sep 3, 2024Exploratory Data Analysis (EDA) / Descriptive StatisticsEDA is the initial step in data analysis, where we summarize and visualize the main characteristics of a dataset. Descriptive statistics, like mean, median, mode, variance, and standard deviation, help us understand the central tendencies and spread ...Discusseda
Felix Jumasonblackie.hashnode.dev·Aug 11, 2024Understanding Your Data: The Essentials of Exploratory Data AnalysisIn the context of data science and business analytics applied, it is essential to acquaint with your data before enmeshing into the enterprise analyses and modeling. The main tool for obtaining this understanding is Exploratory Data Analysis (EDA), w...Discuss·1 like·26 readsData Science
Gabriel Sacogsaco.hashnode.dev·Aug 1, 2024Guía para hacer un Análisis Exploratorio de Datos en REn este artículo, te guiaré de manera práctica sobre cómo realizar un Análisis Exploratorio de Datos en R. Este análisis es una etapa fundamental, pero puede tener una metodología diferente, dependiendo de la base datos con la que se trabaje. Su obje...Discusseda
Muhammad Fahad Bashirmfahadbashir.hashnode.dev·Jul 28, 2024A Guide to Data Manipulation with PandasIn the modern world, pandas play a key role in data manipulation. It helps us to manipulate, analyze, and extract insights from Data. This article is based on data manipulation from the basic understanding of data to getting data on our needs. This i...DiscussData Science
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
Vinoo Palayoorblog.vinootech.com·Jul 10, 2024Slicing with Pandas iloc and locIntroduction Pandas is an incredibly powerful library for data analysis. We can use Pandas to effectively get an initial snapshot of our data and explore it for features, and insights. It is sometimes confusing to understand the use of 2 key methods ...Discuss·1 like·31 readspandas
Shukurat Belloshukuratbello.hashnode.dev·Jul 3, 2024Exploratory Data Analysis of Sales DataIntroduction The retail sales dataset used for this Exploratory Data Analysis (EDA) contains comprehensive details of motorcycle sales transactions over a span of a few years. This dataset has 25 rows and 2823 columns. The objective of this report is...Discussdata 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
