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Basket Analysis
Hello I'm trying to do some exercises on Market Basket Analysis, but I couldn't figure out how to analyze the products per month (seasonal analyzing). Maybe someone can help on this. Thanks, Anoon
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Market basket analysis data preprocess
Hi all! I am extremely new to Rapidminer (only got introduced recently). I am trying to conduct a market basket analysis with the given CSV file. The example is something like this: ID,Item C1,yogurt,cheese roll,cat pork C2,chicken,yogurt,pork,soda,whipped/sour cream C3,beef C4,onions,liquor C5,soda,whipped/sour cream ...…
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Basket analyses with Auto Model
Hello RM friends That would be nice if RM can do basket analyses with Auto Model Best Sara
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Customer basket analysis (Data preparation)
Hello I work on customer basket analysis. I have a dataset like this for each customer basket: Name Number price customer pen 2 10 1 bread 10 20 1 fish 2 30 1 ................................................................................................... bread 3 15 2 salt 1 2 2…
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Association Rules Tutorial
Hello, I searched youtube for an association rules tutorial, but could not find anything that came with links to a file with the data needed to run the process. If I have the input file I can change it in order to put my data and run the tutorial with it. Do someone know where I can find these? Kind regards and a nice…
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Market Basket Analysis
I have a very simple excel file with 2 columns. Invoice # Item # About 12k entries I want to know what the most commonly purchased products are.. If Product A is always sold with Product B.. we can make a package deal. Thoughts ?
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W-PredictiveApriori Error
Hi, my dataset = data from bibliotek, 568 rows (user) x 8000 Columns (book), i need prediction next book for users. Where is problem? Thx for help. Sample dataset after "Multiply" : 250 attributes: Role Name Type Range Missings Comment - human nominal ⊇ {1022, 1031, 1033, 1036, 1044, 1049, 1052, 1053, 1063, ...} no missing…
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Market Basket Analysis
I want to use market basket analysis for Data that I have (Attached file), which columns should I select? and which operator should I select? could you guide me step by step to figure out the association rule so that i could find correlation between products which are bought together. many thanks
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Market Basket Analysis. I have one product in each row with their ticket number.
Hello! I hope you can help me please!! I tried several ways and I cant figure out how to do the market basket analysis. I have a database of 30,000 examples. My database looks like this: Ticket # Product# 1 3456 2 3457 2 3458 2 3456 3 3457 3 3458 Please note that in each row I have a ticket number and for example in the…
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Using Rapidminer to predict next product basket
Hi, how can I use Rapidminer to predict which items will be in each customer's next purchase? I have data on the past orders for each customer. I would like to get as a result a list or group of items that will be purchased next, for each customer. I don't think I can use decision trees because this is not a binomial…
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"Trouble Running Market Basket Analysis in Radoop Nest"
I'm running Market Basket Analysis in Radoop Nest. I retrieve my data from Hive. And since there's no FP-Growth and Create Asociation Rules in Radoop Operator, I run them in Spark RM but always finding this trouble: Process failed abnormallyOoops. Seems like you have found a bug. Please report it in our community at…
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"market basket analysis"
Can i use market basket analysis on Turbo prep?
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Preprocessing market basket data
Hi, I m a student from Pakistan. I am not much familiar with Rapidminer. I am given a task of market basket analysis and have almost 10,000 rows of data to apply FP-growth and apriori. My given data is in the format: 1 cheese, bread, milk 2 milk cake 3 cake, cheese, milk and for apriori algorithm I need to convert data…
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how do you make that calculation to determine the best (top matching) rule for market basket
You find top matching rules in term of highest support / highest confidence, and so you determine the associated Conclusions and thus the recommendations. My attached image has the support and confidence %. But how do I find the top matching rules? What are the customer recommendations based on the data? also, can we make…
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"[Example] Market Basket Analysis"
Hello All, Here is an example data set and process for doing market basket analysis. In this example our team of data scientists here at RapidMiner is using data from a bakery. Enjoy!
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RapidMiner Templates : Market Basket and Geographical distances
Hello, I have some problems on the Templates of RapidMiner. I did the Market Basket analysis available in the Templates of RapidMiner. I have the picture "capture2" as a result. How can I make this graph more readable ? How can I not show the rules on the graph ? How can I show the results as a tree ? I also did the…
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Market Basket Analysis - Operators to change data layout
Hi, I am new to Rapid Miner and I am trying to create a Market Basket Analysis Model using the FP-Growth Operator and the Create Association Operator. I am reading a csv file into Rapid Miner and it looks like the Figure 1 below with attributes going out to att32 and 9,835 observations. Each row represents a transaction.…
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Market Basket and Churn Analysis with TYPO3
http://www.slideshare.net/GernotSchulmeister/rapidminer-65908309 Courtesy of Gernot Schulmeister
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"Market Basket not getting results"
Hi everyone! This is my first post in this board so I gotta tell you that I love rapidminer. I think I'm going to use it very often in the future. At the moment I'm trying to create a market basket analysis for the following data set: About 350.000 transactions Transaction-Id;Item-Id;Sales Value (I also inserted an…
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"[Please Remove] Question on Market Basket Analysis data input"
Hello there, I was wondering if there is a way to input data in the following format into RM's Market Basket Analysis: 1,000 Mask Tank Fins Weights DivComp Items 270 200 280 130 120 Mask 20 20 150 20 50 Tank 20 80 40 30 30 Fins 150 40 10 60 20 Weights 20 30 60 10 10 DivComp 50 30 20 10 5 No add 10 - - - 5 Prod Where the…
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"Market Basket Analysis"
Hi, I created a sample dataset that goes like this:CustomerIditemIditemCount1Product111Product343Product155Product173Product21 I tried to use this in the "Masket Basket template in Rapidminer but it gives me the error "The example set contains non-nominal attribute sum(itemCount)_Product1 which is not allowed for…
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Unable to import data for Market Basket Analyis
Hello, I am relatively new to this forum and the use of Rapid Miner. Would request your inputs on what I may be doing incorrectly. I am trying to import data from an .xls sheet that has cust id, material id and number of items as the 3 columns. The data import wizard asks me to specify the repository location which I…
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"Market Basket Analysis"
Hi, I am working on Market Basket Analysis. I am importing data through excel (with yes, no as options) and used FP Growth and Association Rule Generator algorithm to get the results. I have given minimum support value as .50. Frequency Count Percentage Brand 1 237 11% Brand 2 220 10% Brand 3 1702 81% Brand 4 1242 59%…
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"newbie question regarding market basket analysis"
i have a table with two columns 1. column: transaction id 2. column: product name and i want to know which products are often bought together with which algorithm can i do that? thanks for any help! :)
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"market basket analysis tempalte"
Hi I´m trying to make a MB analysis using the template. My data is in the form: CustomerID ItemId countId 20100923 Leche 250ml 3 ...... 1st QI read a CSV and store the data, when I try to define the roles of the last to attributes to regular I do not find the option. 2nd Q when I run the tempalte it runs smooth up to the…