metadata: {"signature": "0xfd3eb3523d2e58ed58fc5f6865a31d909002011bf48fb68e563c258e0879f2914221b0a3fcac4543b314ffc777672cacffcba119e1c00d4a0ae40b6a658a6b711c", "application": {"round": "0xd4cc0dd193c7dc1d665ae244ce12d7fab337a008", "answers": [{"type": "email", "hidden": true, "question": "Email Address", "questionId": 0, "encryptedAnswer": {"ciphertext": "bzvUzkl4mz03IDNodW5GxI6fPazdwqv6ZnhLoUD8+6wMqwgfw2NOTWIcNxrVEMid", "encryptedSymmetricKey": "d37008ecee72c3fd04261f552905de7a45657173fc7056ecc8504b307015bde9bd4d070bdf80a78807f4b7424c24d009416879b96461f3d20d47ec8c77cccb199053ce3e52fcb9ffa81cbb57f39bc9f8fc8bfb47b0aca134b4b094981040ea8f190b164e874992e1c05bc6cc8dc9f0ce5e0ea13804388419b4c9955f86ab2f01000000000000002072692da2d07ff71845754fd0b494fd8a483763280c92fa2d880621a6d167d8177f5ce363054eb96bc831c38fb796ec8f"}}, {"type": "short-answer", "answer": "poupouw3", "hidden": false, "question": "Telegram Handle (you can answer N/A)", "questionId": 1}, {"type": "short-answer", "answer": "https://discord.com/channels/1037443230993743902/1143557053546246245", "hidden": false, "question": "Link to your Public Group Chat (Discord or Telegram )", "questionId": 2}, {"type": "paragraph", "answer": "The project is open-source and allows anyone to use a Python package to perform transaction analysis on any address. It would help anyone to perform Sybil analysis on a group of wallets.", "hidden": false, "question": "How is the open-source software you're creating contributing to the evolution or enhancement of the wider Ethereum and Web3 ecosystem?", "questionId": 3}, {"type": "paragraph", "answer": "For an in-depth look at our progress since the last grant round, please visit the closed issues on GitHub. We've made several releases aimed at enhancing the package's usability and simplifying the computation of fundamental features for Sybil analysis. The package was refactored to simplify import statements. We added a new feature computing 200+ features for any address, the new method uses tsfresh parallelism to parallelize feature computation scaling the usability of the package. It also facilitates the development of new features.\nThe packages crossed 1200 downloads according to the Bigquery public dataset.", "hidden": false, "question": "If you've participated in past grant rounds, please share any new updates or milestones from the prior months (N/A if you haven\u2019t participated previously). ", "questionId": 4}, {"type": "paragraph", "answer": "To measure the impact of the project, we consider a variety of metrics and indicators:\nGitHub Metrics: We monitor the number of stars and forks, which can indicate the project's popularity and the community's interest.\nDownload Counts: We track the number of downloads from package managers, specifically PyPI, to gauge adoption rates.\nIssue Engagement: By comparing the number of issues opened versus those closed, we can assess how actively the project is being developed and how responsive it is to user feedback.\nPull Requests: The frequency and number of pull requests serve as indicators of community involvement and external contributions to the project.\nCommunity Engagement: We keep an eye on references and usage by 'Sybil slayers' and other key community members to understand the project's real-world application and relevance.\nDocumentation Quality: A well-documented package that's easy to use signifies our commitment to user experience and education.\nThese metrics and indicators collectively provide a holistic view of the project's impact and its value to the community.", "hidden": false, "question": "How do you measure the impact of your project? Please provide examples and/or standard metrics. This might be used in future impact reports ", "questionId": 5}, {"type": "number", "answer": "21125", "hidden": false, "question": "Total Prior Funding for the project in USD", "questionId": 6}, {"type": "checkbox", "answer": ["Grants"], "hidden": false, "question": "Which of the following funding sources have you received? Check all that apply", "questionId": 7}, {"type": "number", "answer": "1", "hidden": false, "question": "Total Team Size", "questionId": 8}, {"type": "number", "answer": "11", "hidden": false, "question": "How old (in Months) is the project? (We will use twitter, domain registration, github, etc to verify)", "questionId": 9}, {"type": "address", "answer": "0x78bb9bFe1DcDDa2ABb56f3e1271736fc6d1E16fF", "hidden": true, "question": "If you participated in past grant rounds using a different project payout wallet address, please share it here:", "questionId": 10}, {"type": "paragraph", "answer": "The OenData Community is supporting this project https://opendatacommunity.org/", "hidden": true, "question": "Profiles or socials of other main team members publicly associated with the project (N/A for solo founders): ", "questionId": 11}, {"type": "multiple-choice", "answer": "Yes", "hidden": true, "question": "Have you read and confirmed your grant abides by the Program General Eligibility Policy? https://gitcoin.notion.site/GG19-Eligibility-50843c8b3ab44ad297731a00efa6e389?pvs=4", "questionId": 12}, {"type": "paragraph", "hidden": false, "question": "Anything else you'd like to share about your project, previous work, or other project affiliations? Anything you'd like to add that may help in determining project eligibility?", "questionId": 13}, {"type": "multiple-choice", "hidden": true, "question": "Would you like to opt-in to future messages from Gitcoin for updates, information, and/or interviews? ", "questionId": 14, "encryptedAnswer": {"ciphertext": "hkWyKoErLsVShBKtJjDbDrDN0mdr7zLLkuWxkBpJovk=", "encryptedSymmetricKey": "ab295ae8355638373f2a37e9527777c51adb6015c809d305be1b12b756d281fbf0e23250a1115941575fecfe28f3710ba40846fc1db607dc2e84e7e2879b054e501a5cdaafdfd6d261144e250001effacb61d50e6be499d2e3a0011c7921d98b1be8ac0f8790fdff2da026bee4a8b40e5a2299945c3b5037f597440753438ca40000000000000020258dae0de1d5c2591a30e566e17bcf76de0c8fc38d0bcbe6af16702696f2385d2fdba570bb70e74233636a4fd306b4ae"}}, {"type": "multiple-choice", "hidden": true, "question": "Would you like to opt-in to us sharing your information with select third-parties for investment opportunities? ", "questionId": 15, "encryptedAnswer": {"ciphertext": "QuncaxnpfD9Ue98ov99KMq9//0xqsDTfY0Ate3ykBmo=", "encryptedSymmetricKey": "dabd8ba6542665aca8772a596a255b9eb5ccaeb1971f81b5b227ebed75d565dc62b6101caf047e779ebe073fda0d6719fc9a01c7873f24b45532163e481697f56263e08ceb562dc04bfe2c272963c2f1f5c93556f72bab238aaa131a94b922a95cb9720281d3ca30653be90cc3de47aed5c4fc6e1e34857f9efdaf752caa015500000000000000200199e78635aa86fa38dfe5fd77f12289efdfd137d1da9ed41baeb682e9b70ae32ec60c68f2e90853e1f3817022232ea3"}}, {"type": "multiple-choice", "answer": "Europe", "hidden": false, "question": "Location/Region where the project is based.  Choose from: ", "questionId": 16}, {"type": "short-answer", "answer": "PouPou", "hidden": false, "question": "Gitcoin Gov Forum Handle (gov.gitcoin.co)", "questionId": 17}], "project": {"id": "10:0x8e1bD5Da87C14dd8e08F7ecc2aBf9D1d558ea174:272", "title": "Sybil-scorer", "logoImg": "bafkreiaedd2laleo66w6sx2mi3viyrhgza4su4sfufn46ztpr6azmkjfti", "metaPtr": {"pointer": "bafkreif5phd743f2amhy5nhmtclq25kpsoi3ifpr35k4k664yg4gnsllmm", "protocol": "1"}, "website": "https://github.com/poupou-web3/sybil-scorer", "bannerImg": "bafkreidbpbvlk7wtzfgy7luf2jtp4z3f7jiarkq6ksglqcdzeg3uc4xnwe", "createdAt": 1682108040995, "userGithub": "poupou-web3", "credentials": {"github": {"type": ["VerifiableCredential"], "proof": {"jws": "eyJhbGciOiJFZERTQSIsImNyaXQiOlsiYjY0Il0sImI2NCI6ZmFsc2V9..UGWNeXoqUytXBh4r3LBNiJieOGdpIxMMj-sPp5OWXKP_EsLN7h5VS4OcOPooKkTuVClN-I5CkFzrl1JxbNHiAQ", "type": "Ed25519Signature2018", "created": "2023-08-10T07:21:55.491Z", "proofPurpose": "assertionMethod", "verificationMethod": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC#z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC"}, "issuer": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC", "@context": ["https://www.w3.org/2018/credentials/v1"], "issuanceDate": "2023-08-10T07:21:55.491Z", "expirationDate": "2023-11-08T07:21:55.491Z", "credentialSubject": {"id": "did:pkh:eip155:1:0x85c1bBDC1B6A199e0964cb849deb59aEF3045eDd", "hash": "v0.0.0:W8BDQ9NsBIkjByNi1BZ7xIvYw4KVPwW2B5gqk22V0nw=", "@context": [{"hash": "https://schema.org/Text", "provider": "https://schema.org/Text"}], "provider": "ClearTextGithubOrg#OpenDataforWeb3#108153089"}}, "twitter": {"type": ["VerifiableCredential"], "proof": {"jws": "eyJhbGciOiJFZERTQSIsImNyaXQiOlsiYjY0Il0sImI2NCI6ZmFsc2V9..vPDWDl0dwvjYtg8stzF7CojokLoDzFb84s9C535cpN6WPQ9qczOOKXSZSuJYKFprc977Rs_ZnyvkkDkK9fssAQ", "type": "Ed25519Signature2018", "created": "2023-11-05T16:37:48.262Z", "proofPurpose": "assertionMethod", "verificationMethod": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC#z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC"}, "issuer": "did:key:z6MkghvGHLobLEdj1bgRLhS4LPGJAvbMA1tn2zcRyqmYU5LC", "@context": ["https://www.w3.org/2018/credentials/v1"], "issuanceDate": "2023-11-05T16:37:48.262Z", "expirationDate": "2024-02-03T16:37:48.262Z", "credentialSubject": {"id": "did:pkh:eip155:1:0x85c1bBDC1B6A199e0964cb849deb59aEF3045eDd", "hash": "v0.0.0:/ULlP8FYqlK37TF644pnlR4fHViyMGwT5ZmRWoQQDxs=", "@context": [{"hash": "https://schema.org/Text", "provider": "https://schema.org/Text"}], "provider": "ClearTextTwitter#PoupouWeb3"}}}, "description": "Sybil-scorer is a powerful Python package that provides developers and sybil slayers with a range of tools for analyzing the behavior of addresses. The package was started during the Data Builder Hackathon in January 2023. The main goal was to develop legos that can be easily reused by anyone to analyze and fight sybils on the blockchain.\n\n\nThe package includes three main sub-packages: sbdata, sblegos, and sbutils.\nThe sbdata package allows developers to easily retrieve a large amount of data from the flipside API, including transactional data from an address.\nThe sblegos package is the core of Sybil-scorer, providing a range of analysis legos for on-chain transaction analysis. These legos include seed detection and analysis of transaction similarity.\nThe sbutils package provides easy-to-use methods for loading data extracted with sbdata and using it in sblegos. For any individual address, the sblego package allows extracting 200+ features characterizing the activity of the address.\n\nFuture work on the Sybil-scorer project will focus on adding new transactional analysis legos. Additionally, we will use labels from the flipside API to filter similar seed wallet addresses.\n\n\nFunding this project will help build an open-source Python library that anyone can use to analyze and extract insight with a well-known language.\n\nSybil-scorer is supported by the OpenData community, a community of web3 data enthusiasts helping defend web3 at the data layer.", "lastUpdated": 0, "projectGithub": "OpenDataforWeb3", "projectTwitter": "PoupouWeb3"}, "recipient": "0x7f78db03588117E6dfe319169b02d3c49DCC3574"}}