{ "fetched_at": "2026-10-19T07:43:50Z", "source_url": "https://www.kaggle.com/competitions/alpha-radar-solana-sprint/data", "pages": [ { "name": "data-description", "content": "This dataset contains the first 30 seconds of post-mint transaction data for PumpFun tokens created in the month of September 2025.\nThe data was scraped using a proprietary parsing tool from a private Solana node.\nThe categories are fixed and must be adhered to.\n\n**Data Sources**\n\nThe full 30-second dataset:\n🔗 https://www.kaggle.com/datasets/twainayar/pumpfun-30s-september-2025\n\nThe target tokens (wallet buys):\n🔗 https://drive.google.com/file/d/1EsqpZXPBU-6m0djDmccCrtUX07jV2fHA/view?usp=sharing\n\n**The Goal**\n\nThe target tokens are contained within the larger dataset.\nUsing the available categories, engineer a CatBoost model that can isolate at least 75 % of the target tokens within the first 30 seconds of their lifespan.\n\n**Update (October 2025)**\n\nA new evaluation dataset has been uploaded to prevent data leakage and improve leaderboard accuracy.\nAll submissions must now contain exactly 64 208 rows, one per token ID in the evaluation set.\n\nColumns\n\n**index**\tRow ID / sequence\n**timestamp**\tEvent time (UTC)\n**mint_token_id**\tToken mint address\n**holder**\tWallet address involved\n**trade_mode**\tbuy / sell / other action type\n**token_quantity**\tTokens bought / sold amount\n**creator**\tToken creator address\n**creator_fee**\tCreator fee (absolute)\n**creator_fee_pump**\tPumpFun creator fee\n**market_cap_usd**\tCirculating market cap (USD)\n**token_delta**\tNet token change\n**sol_delta**\tNet SOL spent / received\n**buy_count**\tNumber of buys\n**sell_count**\tNumber of sells\n**total_count**\tTotal transactions (buys + sells)\n**token_volume**\tTraded token volume\n**sol_volume**\tTraded SOL volume\n**liquidity_ratio**\tLiquidity / volume ratio\n**virtual_sol_reserves**\tVirtual SOL in pool\n**virtual_token_reserves**\tVirtual tokens in pool\n**consumed_gas**\tCompute units used\n**fee**\tTransaction fee in SOL\n**relative_strength_index**\tRSI momentum indicator\n**bollinger_relative_position**\tPrice vs Bollinger bands\n**volume_oscillator**\tVolume momentum measure\n**rate_of_change**\t% change over window\n**money_flow_index**\tVolume-weighted RSI\n**total_holders**\tAll-time unique holders\n**current_holders**\tCurrent wallets holding\n**top10_percent_total**\tTop 10 % holdings share\n**creator_balance**\tCreator’s current token balance\n**creator_sold**\tTokens sold by creator\n**holder_ratio**\tHolders / supply metric\n**buy_sell_ratio**\tBuys / sells ratio\n\n**Prediction Target**\n\nYour objective is to predict whether a token appears in the Target Token Dataset.\nThis is a binary classification task.\n\nTarget label:\n\nis_target = 1 → token was bought by the target wallet \nis_target = 0 → token was not bought\n\nSubmission Format\n\nYour submission must be a CSV with the following structure:\n\nmint_token_id,is_target\n,\n\n\n**Example:**\n\nmint_token_id,is_target\n14XBCQLJ6A8jifCBFsp1NfW3kG9FxbY7xbiQSxfXpump,1\n4shdnB4wA5TA5wphgD1gQFmbaAACtbUyiepLDUoopump,0\n\n\n**Header row required\nExactly 64 208 rows (one for each token in the evaluation set)\nis_target values must be binary (0 or 1)**", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false }, { "name": "Description", "content": "Most Pumpfun tokens on Solana are short-lived. Some get rugged, some fade with little traction, and a rare few take off.\n\nThis competition gives you access to 30 days of Pumpfun token transactions. The dataset has already been processed into a core set of transaction metadata and technical indicators, making it easier to build features while still staying close to the raw behavior of tokens.\n\nIn addition, we provide a CSV of target tokens — those identified as profitable by a high-performing wallet’s strategy.\n\n**Your task:**\n\nEngineer features only from the provided Pumpfun dataset\n\nTrain a CatBoost model to predict with at least 75% accuracy, which tokens are likely to be part of the profitable subset\n\nEnsure predictions are made within the first 30 seconds of a token’s lifespan (based on timestamp)\n\n**This challenge is:**\n\n*Beginner-friendly:* clean dataset with ready-to-use structure\n\n*Advanced:* requires creative feature engineering and precision to minimize false positives\n\n*Practical:* mirrors real-world token discovery pipelines in Solana\n\nExternal data or alternative ML frameworks (LightGBM, XGBoost, deep learning, etc.) are not allowed.", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false }, { "name": "Evaluation", "content": "Submissions are evaluated using the Jaccard Index (Intersection-over-Union), comparing your predicted positive set to the true target set on a private holdout. Provide a confusion matrix using Jaccard scoring in your results. Higher Jaccard indicates better performance.\n\nMinimum 75% Recall on the private set is required for consideration.", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false }, { "name": "rules", "content": "1) Overview\n\nPurpose. Skills-based competition to build a CatBoost-only model that identifies a subset of tokens from a larger dataset.\n\nAgreement. By registering and submitting (“Submission”), you agree to these Official Rules (“Rules”) and any instructions posted on the Competition Website.\n\nSponsor. [Sponsor] (“Sponsor”).\n\nCompetition Website & Contact. https://discord.gg/cabApvps\n\n2) Prizes (Total: 6000 USDC)\n\n1st: 3,000 USDC\n2nd: 1,500 USDC\n3rd: 1,000 USDC\n4th: 500 USDC\n\nPrizes paid in USDC to a wallet provided by the winner(s). Any taxes/compliance requirements are the responsibility of winners.\n\n3) Key Requirements (CatBoost Only)\n\nOnly CatBoost may be used for learning (training and inference).\n\nAllowed: feature engineering; preprocessing; CatBoost params; CV; class weights; early stopping; ensembling only of CatBoost models.\n\nNot allowed: any non-CatBoost learners (e.g., XGBoost, LightGBM, neural nets, linear models), meta-models outside CatBoost, manual hand-labeling or heuristics leveraging information not permitted by these Rules.\n\n4) Data Use\n\nCompetition Data only. No additional/external data is permitted (public, private, or otherwise).\n\nNo redistribution. Do not share Competition Data outside the contest.\n\n5) Teams & Accounts\n\nTeam size: up to 5 people.\n\nTeam changes/mergers: allowed until Sponsor announces a team-freeze in Discord (or, if none is announced, before you make any Final Submission).\n\nOne account per person. No multiple accounts or participation on multiple teams.\n\n6) Submissions\n\nDaily limit: up to 5 Submissions per team per calendar day.\n\nFinal for judging: you may designate up to 2 Submissions as Final before the deadline announced in Discord (if no explicit deadline is posted, the contest ends when Sponsor closes submissions). Only Final Submissions are eligible for prizes.\n\n7) Packaging (reproducibility required):\n\nTraining + inference code, deterministic seeds, environment/requirements, run script, and instructions to reproduce the Final Submission.\n\nIf artifacts are needed, include them or provide deterministic steps to rebuild.\n\nA brief Model Card/README describing features, preprocessing, CatBoost version/params, validation scheme, and expected runtime.\n\nYou must keep a Notebook (or repo) that can recreate your scored submission file end-to-end.\n\nFinal prize eligibility requires code review. Within 72 hours of request, finalists must provide:\n\nThe exact notebook(s)/scripts used to generate the submitted CSV\n\nEnvironment details (Python version, key libraries + versions)\n\nDeterminism: seeds set for all randomness, or an explanation why results may vary\n\nData sources: all external data must be publicly available and cited (with links), and permitted by Kaggle rules\n\nInference instructions: how to run from raw competition data to final submission\n\nRuntime: expected run time and any hardware needs (GPU/TPU/CPU)\n\nHow to share code for review (pick one):\n\nMake your Kaggle Notebook Public and link it in your submission description, or\n\nKeep it Private and share with hosts (Share → add organizer usernames), or\n\nProvide a downloadable snapshot (e.g., .ipynb + requirements.txt) to the organizers.\n\nDisqualification: We reserve the right to disqualify entries we cannot reproduce, that use prohibited data, or that fail to provide code on request.\n\nWinners: must provide the exact code and instructions that reproduce the winning score on the public/private tests.\n\n8) Task & Evaluation\n\nTask. Predict the ground-truth subset of tokens from a larger universe.\n\nMinimum qualification (hard rule). Submission must achieve ≥ 75% coverage of the ground-truth subset on the hidden evaluation (i.e., Recall ≥ 0.75). Submissions below this threshold are not eligible for ranking or prizes.\n\nPrimary metric. Jaccard Index (Intersection-over-Union) between predicted subset and ground truth on the hidden evaluation.\n\nTie-breakers (in order): (1) Higher Precision, (2) Higher F1, (3) Earlier Final Submission timestamp.\n\nPublic vs. private. If a public leaderboard is shown, it may use a subset of evaluation data; final standings are determined by the private evaluation.\n\n9) Tools & Compute\n\nEnvironment: any runtime is fine.\n\nCompute caps: none.\n\nAutomated tools: allowed only as wrappers that ultimately train CatBoost models (no other learners anywhere in the pipeline).\n\n10) Integrity & Fair Play\n\nNo collusion or sharing of ground truth, predictions, or private evaluation outcomes across teams.\n\nNo probing/attack vectors intended to infer hidden labels or reverse-engineer evaluation endpoints.\n\nNo leakage. Designs must prevent label leakage or hindsight use.\n\nSponsor may request a rerun (e.g., screen-share or containerized execution). Failure to reproduce within reasonable tolerance may result in disqualification.\n\nSponsor may disqualify any Submission that violates the letter or spirit of these Rules.\n\n11) Winner Verification & Deliverables\n\nVerification: Winners must complete reasonable verification steps requested by Sponsor (e.g., eligibility confirmations and payment details).\n\nDeliverables: Winning teams must provide complete code (training + inference), configs/seeds, and documentation sufficient to fully reproduce their Final Submission.\n\nLicense to Sponsor: As a condition of receiving a prize, winners grant Sponsor a perpetual, worldwide, non-exclusive, royalty-free license to use, reproduce, and evaluate the winning code/models for internal research and productization.\n\n12) Updates & Cancellation\n\nSponsor may post clarifications or updates in Discord. Material changes will be announced reasonably in advance where feasible.\n\nSponsor may cancel or suspend the Competition if fraud, technical failure, or other factors impair integrity or feasibility.\n\n13) Contact\n\nQuestions and official announcements: https://discord.gg/cabApvps\n", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false }, { "name": "abstract", "content": "This competition challenges you to **build a machine learning model that can identify a subset of tokens within a dataset**. This is not a dataset that is open ended and exposes you to false positives and the frustration of engineered tokens designed to be deceptive. With this you are just looking for the best way to identify a subset of our dataset. \n\n**Your goal:**\n\nEngineer features using the provided Pumpfun dataset and train a CatBoost model which reliably predicts the target tokens, while minimizing false positives. 75% minimum returned results is the baseline for a successful submission. \n\n**Provided:**\n\n•⁠ ⁠A 30 day dataset of Pumpfun token transactions. This dataset has already been processed into a core set of transaction metadata and technical indicators.\n•⁠ ⁠A CSV of target tokens\n\n**Requirements:**\n\n•⁠ ⁠Use the provided dataset to engineer your features, do not supplement the dataset with additional external sources. \n•⁠ ⁠Use CatBoost\n•⁠ ⁠The prediction must be achieved within the first 30 seconds of a token lifespan (e.g. from the tokens first transaction based on dataset timestamp).\nSubmissions that just search for the goal data in the larger dataset to return a 100% result will not be considered. The goal is to engineer a model to predict the target tokens not just find the target tokens in the dataset by using the target tokens.. \n\n**Deliverables:**\n\n•⁠ ⁠A Jupiter notebook with your solution\n•⁠ ⁠A CSV file of all tokens which exceeded your prediction threshold. (token, threshold, prediction value, isTargetToken)\n\nYou can ask questions in the Discussion section or join the community https://discord.gg/cabApvps.", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false }, { "name": "Prizes", "content": "The participants or teams are eligible for these total prizes which will be sent as USDC to a confirmed Solana wallet after the contest is over and the winners awarded.\n\nTotal Prizes Available: 6,000 USDC\n\n1st Place - 3,000 USDC\n2nd Place - 1,500 USDC\n3rd Place - 1,000 USDC\n4th Place - 500 USDC", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false }, { "name": "foundational-rules", "content": "The following Kaggle Competition Foundational Rules (“ Foundational Rules ”) apply to every competition regardless of whether the Sponsor creates competition-specific rules. Any competition-specific rules provided by the Sponsor are in addition to these rules, and in the case of any conflict or inconsistency, these Foundational Rules control and nullify contrary competition-specific rules.\n###GENERAL COMPETITION RULES - BINDING AGREEMENT\n####1. ELIGIBILITY\na. To be eligible to enter the Competition, you must be:\n1. a registered account holder at Kaggle.com; \n2. the older of 18 years old or the age of majority in your jurisdiction of residence (unless otherwise agreed to by Competition Sponsor and appropriate parental/guardian consents have been obtained by Competition Sponsor); \n3. not a resident of Crimea, so-called Donetsk People's Republic (DNR) or Luhansk People's Republic (LNR), Cuba, Iran, Syria, or North Korea; and\n4. not a person or representative of an entity under U.S. export controls or sanctions (see: [https://www.treasury.gov/resourcecenter/sanctions/Programs/Pages/Programs.aspx][1]).\n\nb. Competitions are open to residents of the United States and worldwide, except that if you are a resident of Crimea, so-called Donetsk People's Republic (DNR) or Luhansk People's Republic (LNR), Cuba, Iran, Syria, North Korea, or are subject to U.S. export controls or sanctions, you may not enter the Competition. Other local rules and regulations may apply to you, so please check your local laws to ensure that you are eligible to participate in skills-based competitions. The Competition Host reserves the right to forego or award alternative Prizes where needed to comply with local laws. If a winner is located in a country where prizes cannot be awarded, then they are not eligible to receive a prize.\n\nc. If you are entering as a representative of a company, educational institution or other legal entity, or on behalf of your employer, these rules are binding on you, individually, and the entity you represent or where you are an employee. If you are acting within the scope of your employment, or as an agent of another party, you warrant that such party or your employer has full knowledge of your actions and has consented thereto, including your potential receipt of a Prize. You further warrant that your actions do not violate your employer's or entity's policies and procedures. \n\nd. The Competition Sponsor reserves the right to verify eligibility and to adjudicate on any dispute at any time. If you provide any false information relating to the Competition concerning your identity, residency, mailing address, telephone number, email address, ownership of right, or information required for entering the Competition, you may be immediately disqualified from the Competition.\n\n####2. SPONSOR AND HOSTING PLATFORM\n\na. The Competition is sponsored by Competition Sponsor named above. The Competition is hosted on behalf of Competition Sponsor by Kaggle Inc. (\"Kaggle\"). Kaggle is an independent contractor of Competition Sponsor, and is not a party to this or any agreement between you and Competition Sponsor. You understand that Kaggle has no responsibility with respect to selecting the potential Competition winner(s) or awarding any Prizes. Kaggle will perform certain administrative functions relating to hosting the Competition, and you agree to abide by the provisions relating to Kaggle under these Rules. As a Kaggle.com account holder and user of the Kaggle competition platform, remember you have accepted and are subject to the Kaggle Terms of Service at [www.kaggle.com/terms][2] in addition to these Rules.\n\n####3. COMPETITION PERIOD\na. For the purposes of Prizes, the Competition will run from the Start Date and time to the Final Submission Deadline (such duration the “Competition Period”). The Competition Timeline is subject to change, and Competition Sponsor may introduce additional hurdle deadlines during the Competition Period. Any updated or additional deadlines will be publicized on the Competition Website. It is your responsibility to check the Competition Website regularly to stay informed of any deadline changes. YOU ARE RESPONSIBLE FOR DETERMINING THE CORRESPONDING TIME ZONE IN YOUR LOCATION.\n\n####4. COMPETITION ENTRY\na. NO PURCHASE NECESSARY TO ENTER OR WIN. To enter the Competition, you must register on the Competition Website prior to the Entry Deadline, and follow the instructions for developing and entering your Submission through the Competition Website. Your Submissions must be made in the manner and format, and in compliance with all other requirements, stated on the Competition Website (the \"Requirements\"). Submissions must be received before any Submission deadlines stated on the Competition Website. Submissions not received by the stated deadlines will not be eligible to receive a Prize.\nb. Submissions may not use or incorporate information from hand labeling or human prediction of the validation dataset or test data records.\nc. If the Competition is a multi-stage competition with temporally separate training and/or test data, one or more valid Submissions may be required during each Competition stage in the manner described on the Competition Website in order for the Submissions to be Prize eligible.\nd. Submissions are void if they are in whole or part illegible, incomplete, damaged, altered, counterfeit, obtained through fraud, or late. Competition Sponsor reserves the right to disqualify any entrant who does not follow these Rules, including making a Submission that does not meet the Requirements. \n\n####5. INDIVIDUALS AND TEAMS\na. Individual Account. You may make Submissions only under one, unique Kaggle.com account. You will be disqualified if you make Submissions through more than one Kaggle account, or attempt to falsify an account to act as your proxy. You may submit up to the maximum number of Submissions per day as specified on the Competition Website. \nb. Teams. If permitted under the Competition Website guidelines, multiple individuals may collaborate as a Team; however, you may join or form only one Team. Each Team member must be a single individual with a separate Kaggle account. You must register individually for the Competition before joining a Team. You must confirm your Team membership to make it official by responding to the Team notification message sent to your Kaggle account. Team membership may not exceed the Maximum Team Size stated on the Competition Website.\nc. Team Merger. Teams may request to merge via the Competition Website. Team mergers may be allowed provided that: (i) the combined Team does not exceed the Maximum Team Size; (ii) the number of Submissions made by the merging Teams does not exceed the number of Submissions permissible for one Team at the date of the merger request; (iii) the merger is completed before the earlier of: any merger deadline or the Competition deadline; and (iv) the proposed combined Team otherwise meets all the requirements of these Rules. \nd. Private Sharing. No private sharing outside of Teams. Privately 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####6. SUBMISSION CODE REQUIREMENTS\na. Private Code Sharing. Unless otherwise specifically permitted under the Competition Website or Competition Specific Rules above, during the Competition Period, you are not allowed to privately share source or executable code developed in connection with or based upon the Competition Data or other source or executable code relevant to the Competition (“Competition Code”). This prohibition includes sharing Competition Code between separate Teams, unless a Team merger occurs. Any such sharing of Competition Code is a breach of these Competition Rules and may result in disqualification.\nb. Public Code Sharing. You are permitted to publicly share Competition Code, provided that such public sharing does not violate the intellectual property rights of any third party. If you do choose to share Competition Code or other such code, you are required to share it on Kaggle.com on the discussion forum or notebooks associated specifically with the Competition for the benefit of all competitors. By so sharing, you are deemed to have licensed the shared code under an Open Source Initiative-approved license (see [www.opensource.org][3]) that in no event limits commercial use of such Competition Code or model containing or depending on such Competition Code.\nc. Use of Open Source. Unless otherwise stated in the Specific Competition Rules above, if open source code is used in the model to generate the Submission, then you must only use open source code licensed under an Open Source Initiative-approved license (see [www.opensource.org][4]) that in no event limits commercial use of such code or model containing or depending on such code.\n\n####7. DETERMINING WINNERS\na. Each Submission will be scored and ranked by the evaluation metric stated on the Competition Website. During the Competition Period, the current ranking will be visible on the Competition Website's Public Leaderboard. The potential winner(s) are determined solely by the leaderboard ranking on the Private Leaderboard, subject to compliance with these Rules. The Public Leaderboard will be based on the public test set and the Private Leaderboard will be based on the private test set.\nb. In the event of a tie, the Submission that was entered first to the Competition will be the winner. In the event a potential winner is disqualified for any reason, the Submission that received the next highest score rank will be chosen as the potential winner.\n\n####8. NOTIFICATION OF WINNERS & DISQUALIFICATION\na. The potential winner(s) will be notified by email. \nb. If a potential winner (i) does not respond to the notification attempt within one (1) week from the first notification attempt or (ii) notifies Kaggle within one week after the Final Submission Deadline that the potential winner does not want to be nominated as a winner or does not want to receive a Prize, then, in each case (i) and (ii) such potential winner will not receive any Prize, and an alternate potential winner will be selected from among all eligible entries received based on the Competition’s judging criteria.\nc. In case (i) and (ii) above Kaggle may disqualify the Participant. However, in case (ii) above, if requested by Kaggle, such potential winner may provide code and documentation to verify the Participant’s compliance with these Rules. If the potential winner provides code and documentation to the satisfaction of Kaggle, the Participant will not be disqualified pursuant to this paragraph.\nd. Competition Sponsor reserves the right to disqualify any Participant from the Competition if the Competition Sponsor reasonably believes that the Participant has attempted to undermine the legitimate operation of the Competition by cheating, deception, or other unfair playing practices or abuses, threatens or harasses any other Participants, Competition Sponsor or Kaggle.\ne. A disqualified Participant may be removed from the Competition leaderboard, at Kaggle's sole discretion. If a Participant is removed from the Competition Leaderboard, additional winning features associated with the Kaggle competition platform, for example Kaggle points or medals, may also not be awarded.\nf. The final leaderboard list will be publicly displayed at Kaggle.com. Determinations of Competition Sponsor are final and binding.\n\n####9. PRIZES\na. Prize(s) are as described on the Competition Website and are only available for winning during the time period described on the Competition Website. The odds of winning any Prize depends on the number of eligible Submissions received during the Competition Period and the skill of the Participants. \nb. All Prizes are subject to Competition Sponsor's review and verification of the Participant’s eligibility and compliance with these Rules, and the compliance of the winning Submissions with the Submissions Requirements. In the event that the Submission demonstrates non-compliance with these Competition Rules, Competition Sponsor may at its discretion take either of the following actions: (i) disqualify the Submission(s); or (ii) require the potential winner to remediate within one week after notice all issues identified in the Submission(s) (including, without limitation, the resolution of license conflicts, the fulfillment of all obligations required by software licenses, and the removal of any software that violates the software restrictions).\nc. A potential winner may decline to be nominated as a Competition winner in accordance with Section 3.8.\nd. Potential winners must return all required Prize acceptance documents within two (2) weeks following notification of such required documents, or such potential winner will be deemed to have forfeited the prize and another potential winner will be selected. Prize(s) will be awarded within approximately thirty (30) days after receipt by Competition Sponsor or Kaggle of the required Prize acceptance documents. Transfer or assignment of a Prize is not allowed. \ne. You are not eligible to receive any Prize if you do not meet the Eligibility requirements in Section 2.7 and Section 3.1 above.\nf. If a Team wins a monetary Prize, the Prize money will be allocated in even shares between the eligible Team members, unless the Team unanimously opts for a different Prize split and notifies Kaggle before Prizes are issued.\n\n####10. TAXES\na. ALL TAXES IMPOSED ON PRIZES ARE THE SOLE RESPONSIBILITY OF THE WINNERS. Payments to potential winners are subject to the express requirement that they submit all documentation requested by Competition Sponsor or Kaggle for compliance with applicable state, federal, local and foreign (including provincial) tax reporting and withholding requirements. Prizes will be net of any taxes that Competition Sponsor is required by law to withhold. If a potential winner fails to provide any required documentation or comply with applicable laws, the Prize may be forfeited and Competition Sponsor may select an alternative potential winner. Any winners who are U.S. residents will receive an IRS Form-1099 in the amount of their Prize.\n\n####11. GENERAL CONDITIONS\na. All federal, state, provincial and local laws and regulations apply.\n\n####12. PUBLICITY\na. You agree that Competition Sponsor, Kaggle and its affiliates may use your name and likeness for advertising and promotional purposes without additional compensation, unless prohibited by law.\n\n####13. PRIVACY\na. You acknowledge and agree that Competition Sponsor and Kaggle may collect, store, share and otherwise use personally identifiable information provided by you during the Kaggle account registration process and the Competition, including but not limited to, name, mailing address, phone number, and email address (“Personal Information”). Kaggle acts as an independent controller with regard to its collection, storage, sharing, and other use of this Personal Information, and will use this Personal Information in accordance with its Privacy Policy <[www.kaggle.com/privacy][6]>, including for administering the Competition. As a Kaggle.com account holder, you have the right to request access to, review, rectification, portability or deletion of any personal data held by Kaggle about you by logging into your account and/or contacting Kaggle Support at <[www.kaggle.com/contact][7]>.\nb. As part of Competition Sponsor performing this contract between you and the Competition Sponsor, Kaggle will transfer your Personal Information to Competition Sponsor, which acts as an independent controller with regard to this Personal Information. As a controller of such Personal Information, Competition Sponsor agrees to comply with all U.S. and foreign data protection obligations with regard to your Personal Information. Kaggle will transfer your Personal Information to Competition Sponsor in the country specified in the Competition Sponsor Address listed above, which may be a country outside the country of your residence. Such country may not have privacy laws and regulations similar to those of the country of your residence.\n\n####14. WARRANTY, INDEMNITY AND RELEASE \na. You warrant that your Submission is your own original work and, as such, you are the sole and exclusive owner and rights holder of the Submission, and you have the right to make the Submission and grant all required licenses. You agree not to make any Submission that: (i) infringes any third party proprietary rights, intellectual property rights, industrial property rights, personal or moral rights or any other rights, including without limitation, copyright, trademark, patent, trade secret, privacy, publicity or confidentiality obligations, or defames any person; or (ii) otherwise violates any applicable U.S. or foreign state or federal law.\nb. To the maximum extent permitted by law, you indemnify and agree to keep indemnified Competition Entities at all times from and against any liability, claims, demands, losses, damages, costs and expenses resulting from any of your acts, defaults or omissions and/or a breach of any warranty set forth herein. To the maximum extent permitted by law, you agree to defend, indemnify and hold harmless the Competition Entities from and against any and all claims, actions, suits or proceedings, as well as any and all losses, liabilities, damages, costs and expenses (including reasonable attorneys fees) arising out of or accruing from: (a) your Submission or other material uploaded or otherwise provided by you that infringes any third party proprietary rights, intellectual property rights, industrial property rights, personal or moral rights or any other rights, including without limitation, copyright, trademark, patent, trade secret, privacy, publicity or confidentiality obligations, or defames any person; (b) any misrepresentation made by you in connection with the Competition; (c) any non-compliance by you with these Rules or any applicable U.S. or foreign state or federal law; (d) claims brought by persons or entities other than the parties to these Rules arising from or related to your involvement with the Competition; and (e) your acceptance, possession, misuse or use of any Prize, or your participation in the Competition and any Competition-related activity.\nc. You hereby release Competition Entities from any liability associated with: (a) any malfunction or other problem with the Competition Website; (b) any error in the collection, processing, or retention of any Submission; or (c) any typographical or other error in the printing, offering or announcement of any Prize or winners.\n\n####15. INTERNET\na. Competition Entities are not responsible for any malfunction of the Competition Website or any late, lost, damaged, misdirected, incomplete, illegible, undeliverable, or destroyed Submissions or entry materials due to system errors, failed, incomplete or garbled computer or other telecommunication transmission malfunctions, hardware or software failures of any kind, lost or unavailable network connections, typographical or system/human errors and failures, technical malfunction(s) of any telephone network or lines, cable connections, satellite transmissions, servers or providers, or computer equipment, traffic congestion on the Internet or at the Competition Website, or any combination thereof, which may limit a Participant’s ability to participate.\n\n####16. RIGHT TO CANCEL, MODIFY OR DISQUALIFY\na. If for any reason the Competition is not capable of running as planned, including infection by computer virus, bugs, tampering, unauthorized intervention, fraud, technical failures, or any other causes which corrupt or affect the administration, security, fairness, integrity, or proper conduct of the Competition, Competition Sponsor reserves the right to cancel, terminate, modify or suspend the Competition. Competition Sponsor further reserves the right to disqualify any Participant who tampers with the submission process or any other part of the Competition or Competition Website. Any attempt by a Participant to deliberately damage any website, including the Competition Website, or undermine the legitimate operation of the Competition is a violation of criminal and civil laws. Should such an attempt be made, Competition Sponsor and Kaggle each reserves the right to seek damages from any such Participant to the fullest extent of the applicable law.\n\n####17. NOT AN OFFER OR CONTRACT OF EMPLOYMENT\na. Under no circumstances will the entry of a Submission, the awarding of a Prize, or anything in these Rules be construed as an offer or contract of employment with Competition Sponsor or any of the Competition Entities. You acknowledge that you have submitted your Submission voluntarily and not in confidence or in trust. You acknowledge that no confidential, fiduciary, agency, employment or other similar relationship is created between you and Competition Sponsor or any of the Competition Entities by your acceptance of these Rules or your entry of your Submission.\n\n####18. DEFINITIONS\na. \"Competition Data\" are the data or datasets available from the Competition Website for the purpose of use in the Competition, including any prototype or executable code provided on the Competition Website. The Competition Data will contain private and public test sets. Which data belongs to which set will not be made available to Participants. \nb. An “Entry” is when a Participant has joined, signed up, or accepted the rules of a competition. Entry is required to make a Submission to a competition.\nc. A “Final Submission” is the Submission selected by the user, or automatically selected by Kaggle in the event not selected by the user, that is/are used for final placement on the competition leaderboard.\nd. A “Participant” or “Participant User” is an individual who participates in a competition by entering the competition and making a Submission.\ne. The “Private Leaderboard” is a ranked display of Participants’ Submission scores against the private test set. The Private Leaderboard determines the final standing in the competition.\nf. The “Public Leaderboard” is a ranked display of Participants’ Submission scores against a representative sample of the test data. This leaderboard is visible throughout the competition.\ng. A “Sponsor” is responsible for hosting the competition, which includes but is not limited to providing the data for the competition, determining winners, and enforcing competition rules.\nh. A “Submission” is anything provided by the Participant to the Sponsor to be evaluated for competition purposes and determine leaderboard position. A Submission may be made as a model, notebook, prediction file, or other format as determined by the Sponsor.\ni. A “Team” is one or more Participants participating together in a Kaggle competition, by officially merging together as a Team within the competition platform.\n\n [1]: https://www.treasury.gov/resource-center/sanctions/Programs/Pages/Programs.aspx\n [2]: http://www.kaggle.com/terms\n [3]: http://www.opensource.org\n [4]: http://www.opensource.org\n [5]: https://www.kaggle.com/WinningModelDocumentationGuidelines\n [6]: http://www.kaggle.com/privacy\n [7]: http://www.kaggle.com/contact\n", "isPublished": false, "hasIsPublished": false, "postTitle": "", "hasPostTitle": false, "mimeType": "", "hasMimeType": false } ] }