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  "fetched_at": "2026-10-20T01:09:32Z",
  "source_url": "https://www.kaggle.com/competitions/enigma-tech-tatva-2022/data",
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      "content": "# Files\n\n*   **train.csv** - the training set\n*   **test.csv** - the test set\n*   **sample_submission.csv** - a sample submission file in the correct format\n\n\n## Metadata - Column Desciption\n\n*   `Carat` -  Carat weight of the gem.\n*   `Cut` -  Cut quality of the gem. Quality is increasing order Fair, Good, Very Good, Premium, Ideal.\n*   `Color` -   Colour of the gem : with D being the best and J the worst.\n*   `Clarity` -   Absence of Blemishes. (In order from Best to Worst, FL = flawless, I3= level 3 inclusions) FL, IF, VVS1, VVS2, VS1, VS2, SI1, SI2, I1, I2, I3\n*   `Depth` -   The Height of the gem, measured from the Culet to the table, divided by its average Girdle Diameter.\n*   `Table` -   The Width of the gem's Table value expressed as a Percentage of its Average Diameter.\n*   `X` -   Length of the gem in mm.\n*   `Y` -   Width of the gem in mm.\n*   `Z` -   Height of the gem in mm.\n",
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      "name": "Description",
      "content": "# Enigma | Tech Tatva 2022\n\n## Fill the form below. It is necessary to determine winners and valid entries.\nhttps://forms.gle/nh45o9Z84sG5Do7M7\n\n# Background\nYou are hired by a company called AstroGem. This company deals with the buying and selling of precious gems. They receive thousands of requests on their platform from people who want to buy or sell their gems. Your responsibility is to predict the market price of the gem, so that the company can focus on the transactions which generate the most revenue for them, maximizing profit.\n\n# Timings\nFrom: 14th Oct, 2022 : 10 AM\nTo: 15th Oct, 2022 : 11 PM\n\n# Support\nIn case of any queries, contact:\n\nYaswanth B: +91 9177756161\n\n",
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      "name": "Evaluation",
      "content": "You need to submit your predicted data in the exact format of the given sample submission file\n\n---\nYou will be evaluated based on your RMSE(Root Mean Square Error) score.\n\n---\n\nIn case of a tie in scores, the participant who has submitted earlier shall be considered the victor.\n\n---\n\n## Leaderboard\nThe final standings will be based on both public and private leaderboards. The data for the public and private leaderboards are split in the ratio: 60%:40%\n\nThe final leaderboard will be released on 16th Oct, 2022 : 12PM\n\n--- \n\n## Submission Format\nThe file should contain a header and have the following format:\n```\nid,price\n``` \n\n## NOTE: To fix \"unexpected column\" error:\n``\ndf_for_submission.to_csv('submission.csv', index=False)\n``\n\n\n",
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      "name": "rules",
      "content": "# RULES:\nOne account per participant\n\nYou cannot sign up to Kaggle from multiple accounts and therefore you cannot submit from multiple accounts.\n___\n# Eligibility\nThe competition is open to all Undergraduates. It's compulsory to fill this form out to participate:\nhttps://forms.gle/Yf38eijAYWdyUGhx8\n\nPrivately sharing code or data with anyone else is not permitted.\n___\n\n# Team Limits\nThis is an individual competition.\n___\n# Submission\nTrain your model on the training dataset that has been provided and upload a CSV file containing predictions of your test set.\n\nFollow the format given in the sample submission file.\n\nDo not submit your notebook as it will become visible to all other participants in the competition. Submit your CSV file only.\n\nThe best submission will be considered the final score for any participant.\n\nThe top 5 performers need to send their notebooks to verify participation.\n(Those participants will be contacted after the competition ends)\n\n___\n# Submission Limits\nLimit of 20 submissions per day.\n___\n# Competition Timeline\nStart Date: 14th October, 10:00 am IST\n\nEnd Date: 15th October, 10:00 pm IST\n___\n# Winner\nThe winners will be declared after viewing the scores at the end of the competition.\n\n### Prizes will be awarded to the first three positions \n\n\n\nFor queries contact\n### Yaswanth Biruduraju : +91 9177756161\n___\n# Note\nSubmitting a file or notebook that isn’t your own may result in the disqualification of the participant.\n\nENTRY IN THIS COMPETITION CONSTITUTES YOUR ACCEPTANCE OF THESE OFFICIAL COMPETITION RULES.",
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