Bank marketing campaigns dataset analysis

Author: lrgy

August undefined, 2024

WebAug 23, 2024 · Exploratory Data Analysis — Gonçalo Guimarães Gomes About the project. The dataset stores information — 2008 to 2015 — of a marketing sales operation … WebExplore and run machine learning code with Kaggle Notebooks Using data from Bank marketing campaigns dataset Opening Deposit Bank marketing campaigns dataset …

Bank Marketing Campaign: costs prediction – EDA (I)

WebSep 18, 2024 · The results revealed that the ML Apache Spark package is more precise and accurate than the MLlib package. A dataset was used to forecast how customers would react to a bank's offer [10].The ... WebJan 26, 2024 · This is data-set that describe Portugal bank marketing campaigns results. Conducted campaigns were based mostly on direct phone calls, offering bank's clients to place a term deposit. If after all ... free printable swimming certificate templates

Beginners Guide to EDA-Exploratory Data Analysis on a Real Data Set ...

WebTask3:-Suggestions to the Bank market team to make customers buy the product. About Dataset. This dataset is about the direct phone call marketing campaigns, which aim to promote term deposits among existing customers, by a Portuguese banking institution from May 2008 to November 2010. Data Description. age (numeric) age of customers WebAug 23, 2024 · Exploratory Data Analysis — Gonçalo Guimarães Gomes About the project. The dataset stores information — 2008 to 2015 — of a marketing sales operation (telemarketing) implemented by a Portuguese bank’s marketing team to attract customers to subscribe term deposits, classifying the results as ‘yes’ and ‘no’ into a binary … WebAn unexpected error occurred. If you continue to receive this error please contact your Tableau Server Administrator. farming games on nintendo switch

Visualization and Analysis in Bank Direct Marketing Prediction

HegdeChaitra/Bank-Marketing-Campaign-Analysis - Github

WebI am an adept Data Scientist with result-driven, Fortune 500 experience. I have strong general qualifications in strategic data analysis, SQL, … WebJun 26, 2024 · exploratory data analysis The machine learning algorithm can’t train a dataset with missing values, so we have to check for missing values and if any, we treat them using different method based ... farming games online play free farming games on pc

"WebJan 29, 2024 · Bank marketing dataset analysis Importing Libraries Read Train Data Read Test Data Preprocessing the data Checking for null values Data Visualization Checking for outliers using boxplots Removing outliers Dropping less meaningful columns Splitting into train and test data Building different Models and validating using 10 fold cross validation ... " - Bank marketing campaigns dataset analysis

Bank marketing campaigns dataset analysis

UCI Machine Learning Repository: Bank Marketing Data Set

WebData Description: The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. Domain: Banking. WebMar 17, 2024 · (PDF) Data Analysis of a Portuguese Marketing Campaign using Bank Marketing data Set Home Political Communication Campaigns Data Analysis of a …

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WebOct 9, 2024 · To boost revenue, the bank uses direct marketing through phone calls to reach potential and existing customers to create awareness about and subscribe to a term deposit. The dataset consists of over 40,000 records describing the results of the most recent campaign and a previous campaign, which can be accessed here. Problem … WebApr 22, 2024 · Bank-Marketing-Analysis. Analyzed the prior marketing campaigns of a Portuguese Bank using various ML techniques like Logistic Regression, Random Forests,Decision Trees, Gradient Boosting and AdaBoost and predicted if the user will buy the Bank’s term deposit or not ... For More Information regarding dataset used, refer …

WebThe marketing campaigns were based on phone calls. ... Was Effective For Which roup Segmentation Base on This Analysis . conc Exploratory Data Analysis Campaign Campaign • Duplica Feature ring Pattern Detecting . Inspection of DATASET features in dataset: 17 Of in dataset : 49730 categorical . Age Marital personal n Loan Bank … WebThe data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to access if the product (bank term deposit) would be ('yes') or not ('no') subscribed. The dataset is from kaggle and there is the ...

WebDec 8, 2024 · This contextual analysis is enlivened by this paper where the specialists have utilized a very much like dataset like the one. we will use all through this contextual analysis for deciding the achievement of Bank Telemarketing. DATA COLLECTION. As referenced above, the dataset comprises direct marketing campaign information of a … WebOur Environmental Business Initiative will deploy and mobilize $1 trillion by 2030 to accelerate the transition to a low-carbon, sustainable economy, as part of a broader …

WebMay 11, 2024 · 4. bank.csv with 10% of the examples and 17 inputs, randomly selected from 3 (older version of this dataset with fewer inputs). The smallest datasets are provided to test more computationally ...

WebDataset related to direct marketing campaigns of a Portuguese banking institution, based on phone calls. Bank Marketing . ... A proper analysis on this data can drastically … farming game steam elementary school kidsWebDec 23, 2024 · Machine Learning Case Study: A data-driven approach to predict the success of bank telemarketing by Sukanta Roy Towards Data Science 500 Apologies, … free printable swimming picturesWebIn this notebook we will use the Bank Marketing Dataset from Kaggle to build a model to predict whether someone is going to make a deposit or not depending on some attributes. We wiill try to build 4 models using different algorithm Decision Tree, Random Forest, Naive Bayes, and K-Nearest Neighbors. ... campaign: number of contacts performed ... free printable sweetest day cardsWebPortuguese Bank Marketing Data Set Telemarketing campaign about term deposits. Portuguese Bank Marketing Data Set . Data Card. Code (17) ... This dataset is about the direct phone call marketing campaigns, which aim to promote term deposits among existing customers, by a Portuguese banking institution from May 2008 to November 2010. farming game windowsWebBank-Marketing-Campaign-Analysis Analyzed the prior marketing campaigns of a Portuguese Bank using various ML techniques like Logistic Regression, Random … farming games on the app storeWebSummary. Bank of America spent under $100 million on advertising in digital, print, and national TV in the last year. They invest in premium ad units and advertised on over 250 … farming games play onlineWebExplore current and historic federal campaign finance data on the new fec.gov. Look at totals and trends, and see how candidates and committees raise and spend money. … free printable sword pattern