{
  "fetched_at": "2026-10-19T19:52:04Z",
  "source_url": "https://www.kaggle.com/competitions/electricistan-national-energy-grid/data",
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      "name": "data-description",
      "content": "Dates and power consumptions are provided in the training set. \nThe test set contains 1729 instances in 15 minutes distances between each other between the 15th of September and the 3rd of October of 2022 (roughly 2 weeks). Power consumption at these instances must be predicted and submitted. \n\n## Files\n\n*   **train.csv** - the training set\n*   **test.csv** - the test set\n*   **sample_submission_csv.csv** - a sample submission file in the correct format\n\n\n## Columns\n\n*   `datetime` - the current date and time\n*   `power` - Power consumption in Megawatts (float)",
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      "name": "Description",
      "content": "## ✨ Welcome to the Mighty Kingdom of Electricistan!\n\nElectricistan is a kingdom where houses are powered through a network of electrical cables and its energy is produced at different types of power plants ☀️ 🔥 💥 . This complex network is also called 'The Grid'. \n\nThe supply voltage in The Grid is 230V and the frequency is 50 Hertz. These values have to be maintained at a consistent level, with a tolerance threshold of +/- 0.050 Hz. Accuracy is important: an increase or drop in frequency can damage equipment or cause a chain reaction and lead to a blackout! ❌ \n\nThe power output of the system changes every second as electric equipments are turned on and off. To achieve the consistency in voltage and frequency, production has to match the demand. As power plants take time to adjust to changes in consumption, it is crucial to have a precise forecast. 💯 \n\n🤓 Engineers of Electricistan are calling for your aid! Help them forecast electricity consumption in Megawatts every 15 minutes for the next two weeks as accurately as possible so that security of supply can be guaranteed! To help with the forecasting, they provide you consumption data from previous years. ✔️ \n\n ",
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      "name": "Evaluation",
      "content": "## Goal\nIt is your job to predict the necessary power production in Electricistan. \nSubmissions are evaluated by [root mean squared error(RMSE)](https://en.wikipedia.org/wiki/Root-mean-square_deviation) between the predicted value and the observed power consumption. \n\n## Submission File\n\nSubmission files should contain two columns: `datetime` and `power`.\n\nThe file should contain a header and have the following format:\n```\ndatetime,power\n2022.09.15 00:15:00,500\n2022.09.15 00:30:00,500\n2022.09.15 00:45:00,500\n2022.09.15 01:00:00,500\netc.\n```\nYou can download an example submission file (sample_submission_csv.csv) on the Data page.",
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    {
      "name": "rules",
      "content": "# One account per participant\nYou cannot sign up to Kaggle from multiple accounts and therefore you cannot submit from multiple accounts.\n\n# No private sharing outside teams\nPrivately sharing code or data outside of teams is not permitted. It's okay to share code if made available to all participants on the forums.\n\n# Team Mergers\nTeam mergers are allowed and can be performed by the team leader. In order to merge, the combined team must have a total submission count less than or equal to the maximum allowed as of the Team Merger Deadline. The maximum allowed is the number of submissions per day multiplied by the number of days the competition has been running.\n\n# Team Limits\nThe maximum team size is 5.\n\n# Submission Limits\nYou may submit a maximum of 20 entries per day.\nYou may select up to 2 final submissions for judging.\n\n# Competition Timeline\nEnd Date: \n\n# Data Access and Use \nCompetition Use and Academic, Non-Commercial Use Only\nDue to the public nature of the data, this competition does not count towards Kaggle ranking points.\nWe ask that you respect the spirit of the competition and do not cheat. Hand-labeling is forbidden.",
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