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  "fetched_at": "2026-10-20T08:02:52Z",
  "source_url": "https://www.kaggle.com/competitions/ban-502-shark-summer-2021/data",
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      "name": "data-description",
      "content": "<p>In this competition you will build models to predict whether or not a pitch on the TV show \"Shark Tank\" made a deal with one or more investors on the show. The dataset that you are provided for building your models contains data from 551 pitches. The response variable is \"Deal_Yes\" which indicates whether or not a pitch results in a deal with an investor. The competition dataset contains 236 pitches. The response variable (and other related variables that would give away the value of the response variable) has been removed from this dataset. You will create predictions for the Deal_Yes variable on the competition dataset.</p>\n<h2>File descriptions</h2>\n<ul>\n<li><strong>shark_student.csv</strong> - build your models on this dataset </li>\n<li><strong>shark_competition.csv</strong> - you will be scored on performance on this dataset</li>\n<li><strong>sampleSubmission.csv</strong> - a sample submission file in the correct format</li>\n<p>You are provided the three files listed above. Develop models on the \"ames_student.csv\" dataset and submit your predictions on the data in the \"ames_competition.csv\" dataset. A sample of the format for your predictions is provided in the \"sampleSubmission.csv\" file.</p>\n<p>The data is described in detail in the \"DataDescription.txt\" file. </p>\n<p>The Predict_for_Kaggle.Rmd demonstrates how set-up your predictions submission for Kaggle </p>\n<ul>",
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      "name": "Description",
      "content": "<p>Your objective is to predict whether or not a company received an offer on ABC's hit show \"Shark Tank\". Shark Tank, which first premiered in 2009, is a show in which entrepreneurs make pitches to a panel of investors. The entrepreneur ask for an investment from the investors in the form of cash in exchange for equity. The investors can choose to make an offer (with, typically, less desirable terms than those proposed by the entrepreneur) or can opt to not invest. </p>",
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      "name": "Evaluation",
      "content": "<p>The evaluation metric for this competition is accuracy. </p>\n<h2>Submission Format</h2>\n<p><strong>For every pitch in the competition dataset</strong>, submission files should contain two columns: ID and Deal_Yes. ID should contain the value of the ID (row number) of the pitch and Deal_Yes should contain either Yes or No values indicating your prediction for the pitch successfully (or not) making a deal.</p>\n<p>The file should be a CSV file in the following format:</p>\n<pre>ID,Deal_Yes<br>1,Yes<br></pre>",
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    {
      "name": "rules",
      "content": "This is a page where you can include rules that participants must accept before joining. You may wish to include rules like:\n\n - Don't cheat!\n - Apply yourself!\n - Have fun!",
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