Bank marketing dataset analysis
WebThe data relate to a phone‐based direct marketing campaign conducted by a bank in Portugal. The bank was interested in whether or not the contacts would subscribe to a term deposit account with the bank. The bank_marketing_training data set contains 26,874 records, while bank_marketing_test contains 10,255 records. Unlock full access. WebPortuguese Bank Marketing Data Set Telemarketing campaign about term deposits. Portuguese Bank Marketing Data Set . Data Card. Code (17) Discussion (1) 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 …
Bank marketing dataset analysis
Did you know?
WebBank Marketing Data Set. Download: Data Folder, Data Set Description. Abstract: The data is related with direct marketing campaigns (phone calls) of a Portuguese banking … WebAug 29, 2024 · In this post, I chose to explore the bank marketing data from the UCI Machine Learning Repository to uncover insights that suggest whether a client will subscribe for a term deposit or not. So, yes! ... More visualizations were generated to understand the distribution of each feature in the dataset. Bivariate Analysis.
WebBank marketing campaigns dataset analysis. Notebook. Input. Output. Logs. Comments (3) Run. 1069.5s. history Version 6 of 6. License. This Notebook has been released under the Apache 2.0 open source license. Continue exploring. Data. 1 input and 0 output. … WebJul 23, 2024 · Bank marketing datasets. This dataset uses seven predictors and two classes (No and Yes) with 36,170 samples. In Random Forest, re-sampling is used by using cross-validation ten folds, and the best accuracy is at mtry = 2. It means that we take two random variables from our data set and examine them for one tree.
WebJun 20, 2024 · Use case: The dataset is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. The goal is to predict if the client will subscribe … WebIntroduction. In machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, based …
WebThe data is related with direct marketing campaigns of a Portuguese banking institution. code. New Notebook. table_chart. New Dataset. emoji_events. New Competition. No Active Events. Create notebooks and keep track of their status here. add New Notebook. auto_awesome_motion. 0. 0 Active Events. expand_more.
WebJan 1, 2024 · Av ailable bank direct marketing analysis datasets have been. actively in vestigated. The purpose of the analysis is to specify. target groups of customers who are interested in specific. raaf formation and unit recordsWebJan 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 ... shiver law firmWebExplore and run machine learning code with Kaggle Notebooks Using data from Bank Marketing Dataset. code. New Notebook. table_chart. New Dataset. emoji_events. New … raaf flying clubWebAnalysis: The Additional Bank has a data dimension of 41188 rows and 21 columns. It can be seen that in the dataset info section there are no missing values, which I will examine later in the next section. ... So, for the bank-additional-full.csv dataset related to direct marketing campaigns (phone calls) of a Portuguese banking institution. To ... raaf flying activityWebApr 1, 2024 · This is the classic marketing bank dataset uploaded originally in the UCI Machine Learning Repository. The dataset gives information about a marketing campaign of a financial institution in which ... shiverlay carWebIntroduction. In machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, based on a training set of data containing observations (or instances) whose category membership is known. Examples of classification problems are assigning a given email to ... raaf hercules aircraftWebI am an adept Data Scientist with result-driven, Fortune 500 experience. I have strong general qualifications in strategic data analysis, SQL, … raaf ground defence officers