Kaggle marketing campaign Oct 1, 2025 路 Master the latest trends of marketing analytics projects and datasets, covering everything from keyword research to lead scoring for a transformative marketing strategy! Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Performance Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Bank Marketing Dataset Give a Marketing strategy to bank using dataset available on kaggle. In this project, we should know Email Marketing Data Analysis with PowerBi fileSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Without leveraging the available dataset Practice Exploratory and Statistical Analysis with Marketing Data Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Analytics Explore and run machine learning code with Kaggle Notebooks | Using data from Bank Marketing Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. It collects historical data and stores it in a database for marketing purposes. The project includes data cleaning, processing, exploratory analysis, and visualization to uncover insights into customer engagement and conversion optimization. Jul 8, 2020 路 Recap of Marketing Campaign- Kaggle I have been struggling completed a end to end data science project. There are two datasets: 1) bank-full. 馃搷 Location-Based Advertising for Banks ¶ No matter what the size of your bank, your physical location is an important element of your bank’s marketing campaigns and advertising Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource] About The analysis of bank marketing campaigns based on a publicly available dataset from Kaggle, using Streamlit for interactive visualizations. Aug 18, 2025 路 Kaggle, the world’s largest data science community, hosts numerous high-quality datasets that focus on marketing campaigns, customer behavior, and conversion optimization. The idea of replicating existing projectcame across to mind, it could alternatively be a … Predicting Bank Term Deposit Subscription Using Social and Economic Context Aug 7, 2021 路 The data used in this article is from Kaggle: Marketing Promotion Campaign Uplift Modelling. Marketing Campaigns Data of different countriesSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. In order to determine which promotion has the greatest effect on sales, the new item is introduced at locations in several randomly selected markets. Marketing Analytics broadly refers to the practice of using analytical methods and techniques to understand the effectiveness of various marketing activities and deploy data-driven decisions to optimize for ROI on conversion rates. Analyze Marketing Campaigns and Product Metrics with Synthetic Data Models the incremental impact of customer treatment with highly imbalanced data Datasets for email marketing analytics projectSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Uplift modeling is a technique that helps to determine probability gain that the customer getting the Dec 30, 2023 路 The Kaggle dataset provides a goldmine of information on various marketing campaigns, and through the lens of Power BI, I was able to extract valuable insights. However, they are still undecided between three possible marketing campaigns for promoting the new product. The marketing campaigns were based on phone calls. 馃搳 Marketing Data Analysis – A complete end-to-end analysis of marketing campaign performance using SQL, Python, and Looker/Tableau. Email Clicked: This binary column (0 or 1) represents whether a customer clicked on a link within an email from Explore and run machine learning code with Kaggle Notebooks | Using data from Customer Personality Analysis The purpose of this project is to master the exploratory data analysis (EDA) in Marketing Campaign Performance with Pandas framework. Analyzing a marketing campaign and predicting its success probability Dec 12, 2024 路 Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. At the end of the notebook, contain my considerations and results explanations. About this file The data is about direct marketing campaigns (phone calls) of a Portuguese banking institution. What is a Dataset? Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Apr 29, 2025 路 Explore free Kaggle datasets to practice web analytics, uncovering valuable insights for digital marketing, user behavior, and performance optimization. Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. . It contains 5,000 customer-level records across multiple campaigns and digital channels such as Search, Social, Display, Video, and Email. Optimizing Marketing Strategies Through Data AnalysisSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. The dataset includes details about various bank marketing campaigns, customer demographics, and outcomes, customer segments, and factors influencing campaign success. Learn how to analyze web data and improve decision-making with real-world data. I could not find a private company data, open for scraping and usage. Explore and run machine learning code with Kaggle Notebooks | Using data from Fast Food Marketing Campaign A\\B Test A look into advertising metrics across different platformsSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. The main objective in this colab notebook is my solution proposal, about the following kaggle dataset. Bank Marketing (with social/economic context) dataset with loan target variable Sep 13, 2021 路 Photo by author Context "I’m a data analyst, and the Chief Marketing Officer has told me that previous marketing campaigns have not been as effective as they were expected to be. Analysis of company's ideal customersSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. The data used in the project is taken from kaggle. Explore and run machine learning code with Kaggle Notebooks | Using data from Predict Conversion in Digital Marketing Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Bank Marketing Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Classification DatasetSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Deep Dive into Campaign Performance Across Diverse Customer Segments Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Marketing Campaign Insight Analysis Project in Power BI Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Business analysts evaluate past and present business datasets so they can make better decisions and improve their marketing strategies. Customer Retention data for Churn Prediction or Uplift Modelling Sebuah E-Commerce, PT Code telah melaksanakan serangkaian marketing campaign, namun hasilnya dinilai tidak efektif karena besarnya biaya yang dikeluarkan dan rendahnya response rate customer (14,9%) dari total response yang diharapkan (40%) dengan Marketing Campaign yang telah dilakukan oleh perusahaan tersebut sebanyak lima kali. (Clarification: the above context was quoted and adjusted from this Simple marketing campaign with experiment and control group for A/B testing Nov 9, 2024 路 About this file Marketing campaign data reveals the purchase history of various customer demographics. It typically involves analyzing various metrics around customer engagement with various marketing activities including but not limited to, ATL (above the line Creative Marketing Ideas for Banks: ¶ Location-Based Advertising Gamification in FinTech Make Customer Service Fun! Highlight Success Stories Social Media Personality Partnerships Reward Users for Engagement 1. This is a Marketing Campaign performance and Audience Segmentation Analysis I've conducted using a dataset I found on Kaggle by author Manisha B - Leafl19/Marketing-Campaign-Performance-Audienc Detailed dataset of 200K marketing campaigns with ROI, cost, and audience data Introduction With a strong interest in data science and a background in marketing, I embarked on this Kaggle project to not only practice data analysis but also to focus on developing my Python skills. Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Performance Dataset Jul 3, 2024 路 Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Promotion TV vs Radio vs Social Media The data is related with direct marketing campaigns of a Portuguese banking institution. Simulated SaaS Marketing Campaign Performance Data (2023-2024) Jun 13, 2023 路 The current marketing campaign analysis process lacks a comprehensive understanding of customer behavior and response to different campaign offers. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Performance Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource] Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. The data set simulates the results of A/B testing for two different online marketing campaigns: a Control Campaign and a Test Campaign. "- The context was paraphrased and adjusted from Here. Scenario A fast-food chain plans to add a new item to its menu. Boost the profit of a marketing campaignSomething went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Performance Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Bank marketing campaigns dataset | Opening Deposit Explore and run machine learning code with Kaggle Notebooks | Using data from Customer Personality Analysis Tracking Email Status in a Multi Channel Marketing Platform Analyze Real-World Bank Campaign Data and Unlock Insights into Client Behavior! Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaigns Data Set Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. These datasets provide excellent opportunities for both beginners and experienced analysts to practice their skills, test new methodologies, and discover actionable insights. I need to analyze the data set to understand this problem and propose data-driven solutions. Business Understanding : The Business Understanding phase focuses on understanding the objectives and requirements of the project. Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Explore and run machine learning code with Kaggle Notebooks | Using data from Bank Marketing Campaign Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Marketing Campaigns Dataset for logistic RegressionDataset Columns: Email Opened: This binary column (0 or 1) indicates whether a customer opened an email as part of a marketing campaign. Nov 6, 2025 路 This dataset simulates real-world digital advertising performance data for causal machine learning and marketing ROI analysis. It is therefore critical for companies to measure customer engagement with marketing campaigns, evaluate the effectiveness of previous efforts, and suggest data-driven strategies to boost engagement with upcoming campaigns. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. A different promotion is used at each location, and the weekly sales of Explore and run machine learning code with Kaggle Notebooks | Using data from Bank marketing campaigns dataset | Opening Deposit Explore and run machine learning code with Kaggle Notebooks | Using data from Marketing Campaign Performance Dataset Campaign Insights 2024Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. A value of 1 typically means the customer opened the email, while 0 indicates that they did not. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be (or not) subscribed. Flexible Data Ingestion. csv with all examples, ordered by date (from May 2008 to November 2010 Exploring customer interactions & campaign effectiveness in insurance. Sample customer data for analysis of a targeted Membership Offer Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Predicting the success of a bank's direct marketing campaign (phone calls). Berdasarkan permasalahan tersebut, marketing campaign yang Explore and run machine learning code with Kaggle Notebooks | Using data from Customer Personality Analysis Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Feb 8, 2023 路 Marketing datasets help marketers analyze and predict the market for creating marketing strategies. Explore and run machine learning code with Kaggle Notebooks | Using data from Bank marketing campaigns dataset | Opening Deposit Performance analysis dashboard of a marketing campaign using Power BI visuals Analyze and Predict Customer Conversion in Digital Marketing Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. lobcxb gqgxq glt opberc ljtc srpilgx kvntj fgxwb rje xylf diz alrb bblms qjdnclz ilgal