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"readme_text": "# Bubble Sort In Every Programming Language\n\nThis repository contains different implementaions of bubble sort in different programming languages, feel free to **create a PR** if its not already here :) \nyour code must print this array `[21, 50, 12, 31, 61, 40, 30]` and print the result after bubble sorting.\n\n# Setting up Git and Github\nIf this is your first time here, we suggest \n* Login / Sign-up to [Github](https://github.com/).\n* Download and install [Git](https://git-scm.com/).\n* Configure git\n* Launch terminal or command promt.\n* Run the commands. \n`git config --global user.name \"Your name\"` \n `git config --global user.email \"Your email address\"`\n\n# What is Bubble sort ?\nBubble Sort is the most basic sorting algorithm, and it operates by frequently swapping nearby components to arrange them in an increasing order.\n\nHere's a dry run through of the algorithm in sorting the array `[ 21 ,50 ,12 ,31 ,61 ,40 ,30 ]`\n\n### First Pass:\n\n[ **21** ,**50** ,12 ,31 ,61 ,40 ,30 ] since, 21 < 50 No Swap \n[ 21 , **50** , **12** , 31 , 61 , 40 , 30 ] since, 50 > 12 **Swap** [ 21 ,**12**, **50** , 31 , 61 , 40 , 30 ] \n[ 21 , 12 , **50** , **31** , 61 , 40 ,30 ] since, 50 > 31 **Swap** [ 21 , 12 , **31** , **50** , 61 , 40 , 30 ] \n[ 21 , 12 , 31 , **50** , **61** , 40 , 30 ] since, 50 < 61 No Swap \n[ 21 , 12 , 31 , 50 , **61** , **40** , 30 ] since, 60 > 40 **Swap** [ 21 , 12 , 31 , 50 , **40** , **61** , 30 ] \n[ 21 , 12 , 31 , 50 , 40 , **61** , **30** ] since, 61 > 30 **Swap** [ 21 , 12 , 31 , 50 , 40 , **30** , **61** ]\n\n### Second Pass:\n\n[ **21** , **12** , 31 , 50 , 40 , 30 , 61 ] since, 21 > 12 **Swap** [ **12** , **21** , 31 , 50 , 40 , 30 , 61 ] \n[ 12 , **21** , **31** , 50 , 40 , 30 , 61 ] since, 21 < 31 No Swap \n[ 12 , 21 , **31** , **50** , 40 , 30 , 61 ] since, 31 < 50 No Swap \n[ 12 , 21 , 31 , **50** , **40** , 30 , 61 ] since, 50 > 40 **Swap** [ 12 , 21 , 31 ,**40** , **50** , 30 , 61 ] \n[ 12 , 21 , 31 ,40 , **50** , **30**, 61 ] since, 50 > 40 **Swap** [ 12 , 21 , 31 , 40 , **30** , **50** , 61 ] \n[ 12 , 21 , 31 , 40 , 30 , **50** , **61** ] since, 50 < 61 No Swap \n\n### Third Pass:\n\n[ **12** , **21** , 31 , 40 , 30 , 50 , 61 ] since, 12 < 21 No Swap \n[ 12 , **21** , **31** , 40 , 30 , 50 , 61 ] since, 21 < 31 No Swap \n[ 12 , 21 , **31** , **40** , 30 , 50 , 61 ] since, 31 < 40 No Swap \n[ 12 , 21 , 31 , **40** , **30** , 50 , 61 ] since, 40 < 30 **Swap** [ 12 , 21 , 31 , **30, 40 ,** 50 , 61 ] \n[ 12 , 21 , 31 , 30 ,**40** , **50** , 61 ] since, 40 < 50 No Swap \n[ 12 , 21 , 31 , 30 , 40 , **50** , **61** ] since, 50 < 60 No Swap \n\n### Fourth Pass:\n\n[ **12** , **21**, 31 , 30 , 40 , 50 , 61 ] since, 12 < 21 No Swap \n[ 12 , **21** , **31** , 30 , 40 , 50 , 61 ] since, 21 < 31 No Swap \n[ 12 , 21 , **31** , **30**, 40 , 50 , 61 ] since, 31 > 30 **Swap** [12 , 21 , **30 , 31** , 40 , 50 , 61 ] \n[ 12 , 21 , 30 , **31** , **40**, 50 , 61 ] since, 31 < 40 No Swap \n[ 12 , 21 , 30 , 31 , **40** , **50** , 61 ] since, 40 < 50 No Swap \n[ 12 , 21 , 30 , 31 , 40 , **50** , **61** ] since, 50 < 61 No Swap\n\n_**Note:** Although our array is completely sorted here, the algorithm doesn't know it yet. It needs **one pass with no swaps** to conclude it's operation._\n\n### Fifth Pass:\n\n[**12** , **21** , 30 , 31 , 40 , 50 , 61 ] since, 12 < 21 No Swap \n[ 12 , **21** , **30** , 31 , 40 , 50 , 61 ] since, 21 < 30 No Swap \n[ 12 , 21 , **30** , **31** , 40 , 50 , 61 ] since, 30 < 31 No Swap \n[ 12 , 21 , 30 , **31** , **40** , 50 , 61 ] since, 31 < 40 No Swap \n[ 12 , 21 , 30 , 31 , **40** , **50** , 61 ] since, 40 < 50 No Swap \n[ 12 , 21 , 30 , 31 , 40 , **50** , **61** ] since, 50 < 61 No Swap \n\nAfter **5 Passes** the algorithm concludes and produces the output `[ 12 , 21 , 30 , 31 , 40 , 50 , 61 ]`\n\n\n# How to contribute?\n\nWe ♥ Contributors!\n\nYou can solve issues or code an implementation of bubble sort in an language that isn't already implemented in the repository yet.\n\nTo ensure your contributions count, I implore you to follow the instructions mentioned in the [CONTRIBUTING.md](https://github.com/tarithj/BubbleSortInEveryLang/blob/master/CONTRIBUTING.md) \n\nHappy Submissions 🙂\n\n# Project Maintainer\n\n<div align=\"center\">\n<table>\n <tbody><tr>\n <td align=\"center\"><a href=\"https://github.com/tarithj\"><img alt=\"https://avatars.githubusercontent.com/u/29999281?v=4\" src=\"https://avatars.githubusercontent.com/u/29999281?v=4\" width=\"130px;\"><br><sub><b> Tarith Jayasooriya </b></sub></a><br><a href=\"https://github.com/tarithj/BubbleSortInEveryLang/commits?author=tarithj\" title=\"Code\">💻 </a></td> </a></td>\n </tr>\n</tbody></table>\n</div>\n\n\n# Project Contributors\n<a href=\"https://github.com/tarithj/BubbleSortInEveryLang/graphs/contributors\">\n <img src=\"https://contrib.rocks/image?repo=tarithj/BubbleSortInEveryLang\" />\n</a>\n</div>",
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"readme_text": "## WEBfest Hackathon Challenge: \n\n#### Post Quantum Cryptography: Integrating PQDS into Web3 with COSMOS SDK\n\n## What is Post Quantum cryptography?\nPost-quantum cryptography (PQC), sometimes referred to as quantum-proof, quantum-safe, or quantum-resistant, is the development of cryptographic algorithms (usually public-key algorithms) that are thought to be secure against a cryptanalytic attack by a quantum computer. Most widely-used public-key algorithms rely on the difficulty of one of three mathematical problems: the integer factorization problem, the discrete logarithm problem or the elliptic-curve discrete logarithm problem. (Taken from Wikipedia)\n\n## PQDS algorithms Algorithm\n\nThe National Institute of Standards and Technology (NIST) has standardized three post-quantum digital signature (PQDS) algorithms:\n\n1. **CRYSTALS-DILITHIUM** \n2. **FALCON** \n3. **SPHINCS+**\n\n| Features | CRYSTALS-DILITHIUM | FALCON | SPHINCS+ |\n| :---- | :---- | :---- | :---- |\n| **Security Basis** | Lattice-based (Learning With Errors) | Lattice-based (NTRU, Fast Fourier Transforms) | Hash-based (Merkle Trees, Hash Functions) |\n| **Signature Size** | Moderate | Smallest | Largest |\n| **Key Size** | Moderate | Small | Largest |\n| **Performance** | Balanced (moderate speed and efficiency) | Fast (efficient signing and verification) | Slow (due to extensive hash computations) |\n| **Implementation Complexity** | Relatively simple | High (complex FFTs) | Moderate |\n| **Stateless** | No | No | Yes |\n| **Memory Usage** | Moderate | High (due to FFTs) | Low |\n| **Computational Overhead** | Moderate | Low | High |\n| **Suitability for Blockchain** | A good balance for various applications | Best for minimizing data size | Best for stateless key management |\n| **Challenges** | Larger signatures, and optimization needed | Complex implementation, resource demands | Large signatures, slow performance |\n| | | | |\n\n## Use Cases\n\nFor implementation on the COSMOS SDK, the use cases need to be feasible within the blockchain framework and leverage the modular architecture and interoperability features of the COSMOS SDK. Here are three appropriate use cases that could be effectively implemented using the COSMOS SDK:\n\n### **1\\. Decentralized Identity (DID) for Researchers**\n\n**Description:** Develop a decentralized identity system\\[1\\] for researchers that uses PQDS to secure identity verification and credential management.\n\n**Algorithm Choice:** CRYSTALS-DILITHIUM for balanced performance and security.\n\n**Features:**\n\n* **Creation and Management of Researcher Identities:** Researchers can create and manage their identities on the blockchain. \n* **Secure Credential Issuance and Verification:** Institutions can issue and verify credentials using PQDS, ensuring authenticity and integrity. \n* **Integration with Academic and Research Institutions:** Allow institutions to validate credentials and manage researcher profiles.\n\n**Implementation on COSMOS SDK:**\n\n* **Identity Module:** Develop a module to handle identity creation, credential issuance, and verification. \n* **PQDS Integration:** Implement CRYSTALS-DILITHIUM for signing and verifying credentials. \n* **Interoperability:** Leverage COSMOS SDK’s IBC (Inter-Blockchain Communication) to integrate with other blockchains and institutional databases.\n\n### **2\\. Quantum-Resistant Voting System for Collaborative Projects**\n\n**Description:** Build a secure, quantum-resistant voting system for decision-making in collaborative scientific projects and DAOs.\n\n**Algorithm Choice:** CRYSTALS-DILITHIUM or FALCON for efficient and secure voting.\n\n**Features:**\n\n* **Secure Proposal Submission and Voting:** Enable secure submission of proposals and casting of votes using PQDS. \n* **Transparent and Verifiable Voting Results:** Ensure that all votes are transparently recorded and verifiable. \n* **Privacy and Integrity of Votes:** Use PQDS to maintain the integrity and privacy of votes.\n\n**Implementation on COSMOS SDK:**\n\n* **Voting Module:** Create a module for proposal submission, vote casting, and tallying. \n* **PQDS Integration:** Use CRYSTALS-DILITHIUM or FALCON for signing and verifying votes. \n* **Governance Integration:** Integrate with existing governance modules in the COSMOS SDK for seamless operation within DAOs.\n\n### **3\\. Supply Chain Management for Scientific Equipment**\n\n**Description:** Implement a blockchain-based supply chain management system for tracking and verifying the authenticity of scientific equipment.\n\n**Algorithm Choice:** CRYSTALS-DILITHIUM or FALCON for efficient tracking.\n\n**Features:**\n\n* **Secure Logging of Equipment Manufacturing, Shipping, and Receipt:** Track the equipment lifecycle from manufacture to delivery. \n* **Verification of Equipment Authenticity:** Use PQDS to ensure the authenticity of equipment at each stage. \n* **Transparent and Immutable Supply Chain Records:** Maintain transparent and immutable records on the blockchain.\n\n**Implementation on COSMOS SDK:**\n\n* **Supply Chain Module:** Develop a module for tracking and logging equipment status at various stages. \n* **PQDS Integration:** Implement CRYSTALS-DILITHIUM or FALCON for signing and verifying transaction logs. \n* **Interoperability:** Use IBC to facilitate cross-chain data sharing and integration with external systems.\n\n## Conclusion\n\nIn summary:\n\n* **CRYSTALS-DILITHIUM** offers a good balance and will likely be the most versatile for various blockchain applications. \n* **FALCON** is best for scenarios where data size needs to be minimized, but its complexity could be a hurdle. \n* **SPHINCS+** provides robust security and simplifies key management, but its large signature size and slower performance may limit its use in high-frequency transaction environments.\n\n## \n\n## Reference:\n\nCosmos SDK Tutorial: [https://github.com/cosmos/sdk-tutorials](https://github.com/cosmos/sdk-tutorials) \n[https://www.mdpi.com/1999-4893/16/11/518\\#:\\~:text=The%20two%20lattice%2Dbased%20algorithms,has%20the%20largest%20signature%20length](https://www.mdpi.com/1999-4893/16/11/518\\#:\\~:text=The%20two%20lattice%2Dbased%20algorithms,has%20the%20largest%20signature%20length). \n\\[1\\] [https://www.researchgate.net/publication/339835028\\_Decentralized\\_Identity\\_Where\\_Did\\_It\\_Come\\_From\\_and\\_Where\\_Is\\_It\\_Going](https://www.researchgate.net/publication/339835028\\_Decentralized\\_Identity\\_Where\\_Did\\_It\\_Come\\_From\\_and\\_Where\\_Is\\_It\\_Going)",
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"readme_text": "## Welcome to GitHub Pages\n\nYou can use the [editor on GitHub](https://github.com/EishaMazhar/HTML-CSS-and-JS-for-Web-Dev-coursera/edit/master/README.md) to maintain and preview the content for your website in Markdown files.\n\nWhenever you commit to this repository, GitHub Pages will run [Jekyll](https://jekyllrb.com/) to rebuild the pages in your site, from the content in your Markdown files.\n\n### Markdown\n\nMarkdown is a lightweight and easy-to-use syntax for styling your writing. It includes conventions for\n\n```markdown\nSyntax highlighted code block\n\n# Eisha's Site\n## Header 2\n### Header 3\n\n- Bulleted\n- List\n\n1. Numbered\n2. List\n\n**Bold** and _Italic_ and `Code` text\n\n[Link](url) and ![Image](src)\n```\n\nFor more details see [GitHub Flavored Markdown](https://guides.github.com/features/mastering-markdown/).\n\n### Jekyll Themes\n\nYour Pages site will use the layout and styles from the Jekyll theme you have selected in your [repository settings](https://github.com/EishaMazhar/HTML-CSS-and-JS-for-Web-Dev-coursera/settings). The name of this theme is saved in the Jekyll `_config.yml` configuration file.\n\n### Support or Contact\n\nHaving trouble with Pages? Check out our [documentation](https://help.github.com/categories/github-pages-basics/) or [contact support](https://github.com/contact) and we’ll help you sort it out.",
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"readme_text": "# Hackathon-Ontology\n\nThis project includes an ontology for the hackathon ecosystem, relevant files, and sample SPARQL queries to execute against that ontology. \nI created this ontology as part of my Semantic Web Technologies final Project.\n\n## Features\n\n- A domain ontology modeling hackathons, participants, projects, mentors, sponsors, prizes, and events.\n- Sample instance data to illustrate how to populate the ontology.\n- A set of SPARQL queries demonstrating common queries over the hackathon data.\n- Python scripts to load the ontology and execute queries locally using RDF libraries.\n\n## Getting started\n\nPrerequisites\n\n- Python 3.8+\n- pip\n- (Optional) Apache Jena Fuseki if you want a SPARQL server\n\nInstall basic Python requirements (example):\n\n```bash\npython -m venv .venv\nsource .venv/bin/activate # Windows: .venv\\Scripts\\activate\npip install --upgrade pip\npip install rdflib rdflib-jsonld\n```\n\nIf you prefer to use a SPARQL server, download and run Apache Jena Fuseki: https://jena.apache.org/download/index.cgi\n\n## Loading the ontology locally (rdflib)\n\nExample Python snippet to load a Turtle file and run a SPARQL query using rdflib:\n\n```python\nfrom rdflib import Graph\n\ng = Graph()\n# replace with the path to your ontology/instance file\ng.parse(\"ontology/hackathon.ttl\", format=\"turtle\")\n\nq = '''\nPREFIX ex: <http://example.org/hackathon#>\nSELECT ?hackathon ?name\nWHERE {\n ?hackathon a ex:Hackathon ;\n ex:name ?name .\n}\n'''\n\nfor row in g.query(q):\n print(row)\n```\n\n## Running SPARQL queries with Fuseki\n\n1. Start Fuseki server and create a dataset (e.g., \"hackathon\").\n2. Upload the ontology and data (Turtle/TTL files) to the dataset.\n3. Use the Fuseki web console or a curl request to run queries.\n\nExample curl request to run a SELECT query:\n\n```bash\ncurl -X POST --data-urlencode \"query@samples/queries/list-hackathons.sparql\" \\\n http://localhost:3030/hackathon/sparql\n```\n\n## Example SPARQL query to Get Started\n\nBelow are a first example queries you can adapt. Put these in samples/queries/*.sparql for convenience.\n\n- List all Hackathons\n```sparql\nPREFIX hack: <http://example.org/hackathon#>\n\nSELECT ?hackathon\nWHERE {\n ?hackathon a hack:Hackathon .\n}\nORDER BY ?hackathon\n```\n\n## Contributing\n\nContributions are welcome. Please:\n\n1. Open an issue describing the change or feature.\n2. Create a branch for your change.\n3. Submit a pull request with tests or example usage where appropriate.\n\n## License\n\nNo License at the moment\n\n## Contact\n\nIf you have questions or suggestions, open an issue or contact me at eisha.mazhar19@gmail.com.\n\n\n----",
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"readme_text": "# JS-beginner-tasks\nFind the second biggest element in the array of numbers. \n\n------\nTransform array of numbers to array of functions that will alert that digits\n \n------\nsort array of objects wrt any of its properties\n\n------\nWrite a function which will return you first two times 1, then 2, then 3, then 5 and so on (Fibonacci numbers). \n\n------ \n\nThere are four substring missions that were born all in one day and you shouldn’t be needed more than one day to solve them. All of those mission can be simply solved by brute force, but is it always the best way to go? (you might not have access to all of those missions yet, but they are going to be available with more opened islands on the map).\n\nThis mission is the first one of the series. Here you should find the length of the longest substring that consists of the same letter. For example, line \"aaabbcaaaa\" contains four substrings with the same letters \"aaa\", \"bb\",\"c\" and \"aaaa\". The last substring is the longest one which makes it an answer.\n\nInput: String.\n\nOutput: Int.\n\nExample \nlongRepeat('sdsffffse') == 4\nlongRepeat('ddvvrwwwrggg') == 3\n\n----------\n\nRoman numerals come from the ancient Roman numbering system. They are based on specific letters of the alphabet which are combined to signify the sum (or, in some cases, the difference) of their values. The first ten Roman numerals are:\n\nI, II, III, IV, V, VI, VII, VIII, IX, and X.\n\nThe Roman numeral system is decimal based but not directly positional and does not include a zero. Roman numerals are based on combinations of these seven symbols:\n\nNumeral\tValue\nI\t1 (unus)\nV\t5 (quinque)\nX\t10 (decem)\nL\t50 (quinquaginta)\nC\t100 (centum)\nD\t500 (quingenti)\nM\t1,000 (mille)\n\nFor this task, you should return a roman numeral using the specified integer value ranging from 1 to 3999.\n\nInput: A number as an integer.\n\nOutput: The Roman numeral as a string.\n\nExample:\nromanNumerals(6) == 'VI'\nromanNumerals(76) == 'LXXVI'\nromanNumerals(13) == 'XIII'\nromanNumerals(44) == 'XLIV'\nromanNumerals(3999) == 'MMMCMXCIX'",
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"readme_text": "# Civic Hakhathon 2020\n\n### Team: Manell\n\n## Concept Note\n\nIt's about time that we treat home-based business, like 'real operational business models'! Marketing and innovation are indispensable barriers to a successful and lucrative business. Manell is the answer for small businesses that are unable to reach their desired market. It leverages the sellers to focus on the distribution and marketing of their products and instead diverts them to serve the best of their products to clients. It aids home-based businesses to reach their full entrepreneurial potential, alongside filling the gap where clients don't get a personalized experience for the items they really want. Shipping and delivery strategies will be taken care by Manell to ease the customers, as the end-to-end tracking elevates transparency and trust.\nManell will be more than just an e-commerce platform which connects home based businesses sellers with their clients.\n\n## Current Problems That We See\n\n- No platform for talented home entrepreneurs of Pakistan, specially women.\n- No specific platform for users to find their desired customized products. It's all over the place on social media platforms.\n- Less reliable to order through social media pages as admins put down negative reviews inorder to maintain a false good image infront of new visitors.\n- Marketing and maitaining the social media inorder to get followers and engaging customers by posting regularly.\n- No way to monitor business trends of creative and homebased market.\n- Talent wastage due to lack of resources.\n- No proper access to delivery and payment methods available.\n- When it's about scaling up the business it's difficult to manage orders through instagram and facebook chats. And, most people can't afford or find it difficult to develop their own e-shop.\n\nAlso,\nMany home based business owners are unaware about their entrepreneurial personality type and limitations. This restricts them to manage their resources and work on their areas of weakness. For example, if an individual is great at sales but less experienced with bookkeeping, he should instead focus on sales and hire someone else to handle the books. But in many of the cases home based businesses lack this support. This is where Manell comes to play its part!\n\n## Solution\n\nMagics in businesses do not happen overnight! Manell's aim is to standby the onboarded businesses and to manage their workflow as they scale through all struggles. Furthermore, keeping the customers delighted is an extended goal, since a satisfied customer base keeps the business going. Many of the time home-based business overlooks this factor and misses upon greater opportunities.\n\n- Balancing Quality and Growth(Reviews+Scaling+Discipline Training).\n- Remove founder dependence in the long run- (Via Trust).\n- Effective Marketing (Social Media+Search Engine Visibility+App).\n- Inventory Management (Bookkeeping and transparent cash flows).\n- Customer Service.\n- Transparent Stats.\n- Multiple and verified payment gateways for transactions.\n- Increasing audience for sellers.\n- Fair payments - helping seller to sell product at right value that they deserve to get.\n- Varieties of a single product at one place so price comparison would be possible.\n\n## Innovation (Making Manell more than an e-commerce platform)\n\n- Providing design and photography service to sellers to help them better represent their products.\n- Utilizing recyclable material for making wall arts and other creative material: low cost & environment friendly.\n- A regular blog to keep customers engaged (i.e: Helping them what products are suitable to buy for which event), and also promoting the creative talent, trends and culture.\n- Data analytics and releasing a quaterly report to tell people about the creative/home-based market trends.\n\n## Possible Future Opportunities\n\n- Bringing vendors on board who can help us provide kits/raw material to home entrepreneurs at their doorsteps for running their business smoothly.\n- Selling the perishable home-made products i.e: customized cakes for events, food and snacks by home chefs.\n- Home entrepreneurs community/forum where they can talk about their experiences and ways for running their businesses smoothly.\n- Scaling up business to sell products to international buyers.\n\n## How we built it\n\nWe built it in the following steps:\n\n- Analyzed the requirements.\n- Wireframing.\n- Making the UI.\n- Prototyping.\n- Building the app(evolutionary model - in progress).\n- Deployment.\n\n## Prototype (Interactions Demo)\n\n[![Manell](https://img.youtube.com/vi/LBxTrYGvf50/0.jpg)](https://www.youtube.com/watch?v=LBxTrYGvf50 \"Manell\")",
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"readme_text": "1. Answers to All TOEFL Essay Questions</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL1.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n2. How to Prepare For the TOEFL Essay</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL2.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n3. Speaking and Writing Strategies For the TOEFL iBT</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL3.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n4. Check Your English Vocabulary for TOEFL</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL4.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n5. Longman Complete Course for the TOEFL Test</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL5.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n6. 400 Must-Have Words for the TOEFL</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL6.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t \n7. Ace the TOEFL Essay (TWE): Everything You Need for the Test of Written English</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL7.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n8. Barron's TOEFL iBT (14th Ed)</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL8.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n9. Barron's How to Prepare for TOEFL Essay</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL9.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n10. CliffsTestPrep TOEFL CBT</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL10.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n11. 1800 TOEFL Essential Vocabulary</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL11.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n \n12. Essential words for the TOEFL</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL12.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t\n13. An Essay Collection For TOEFL</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL13.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\n\t\t\n14. The Complete Guide to the TOEFL Test</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL14.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\n\t\t\n15. Building Grammar Skills for TOEFL iBT</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL15.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n16. Vocabulary For PreTOEFL Students</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/TOEFL16.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\t\t\n17. 101 Helpful Hints For IELTS</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS1.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n18. Achieve IELTS Academic Writing Success</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS2.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t\n19. Barron's IELTS Practice Exams: International English Language Testing System</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS3.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n20. Best Practice Book For IELTS Writing</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS4.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t\n21. Get Ready for IELTS: Listening</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS5.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n22. IELTS Preparation Material 2016</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS6.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n23. Target Band 7: IELTS Academic Module - How to Maximize Your Score</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS7.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t\n24. IELTS TECH-Writing Essentials</br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS8.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n25. IELTS Sure Success 7+ Band </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS9.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n26. IELTS Writing Band 9 Essays </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS10.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\t\n\t\t\n\t\t\n27. Insight into IELTS </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS11.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n\t\t\n28. Key Words for IELTS </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS12.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n\t\n29. Improve your Skills Listening & Speaking for IELTS with Answer Key </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS13.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\t\n\t\t\n30. Vocabulary for IELTS </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS14.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\t\n\t\t\n31. Master your IELTS Skills &minus; Speaking Answers </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS15.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\t\n32. Master IELTS Essays </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS16.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t\n33. 6 IELTS Practice Tests </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS17.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\t\n34. 31 High-scoring Formulas to Answer The IELTS Speaking Questions </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS18.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n35. The Bible Of IELTS Reading Book </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS19.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\t\t\n\t\t\n36. 202 Useful Exercises for IELTS </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS20.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n37. IELTS Speaking Actual Tests and Suggested Answers </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS21.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n38. Cambridge English IELTS 10 With Answers </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS22.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\t\n\t\t\n39. Cambridge IELTS 5 with Answers </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS23.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n40. IELTS Band 9 Vocab Secrets </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS24.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\t\n\t\t\n41. Grammar for IELTS </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS25.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\n\t\t\n42. Collins Practice Tests for IELTS </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS26.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\n\t\t\n43. IELTS Success Formula General: The Complete Practical Guide to a Top IELTS Score </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS27.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\t\t\n\t\t\n44. IELTS General Reading Practice test </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS28.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>\t\n\t\t\n45. Cambridge IELTS with answers: Examination Papers from University of Cambridge ESOL Examinations </br>\n <a href=\"https://github.com/manjunath5496/TOEFL-IELTS-Study-Material/blob/master/IELTS29.pdf\" target=\"_blank\" style=\"text-decoration:none\"> <font color=\"blue\"> <center> Download</center></font> </a></br>",
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"readme_text": "# Text Document Classification & Clustering(code of KNN & clustring algorithm from scratch) \n\nNote: before running the code, kindly check the path 'bbcsports' folder in the directory.\n\n## DataSet: \n\n### Total Documents: 737, Terms: 4613\n\nThe data contain BBC-Sports documents related to 5 different sports:\n* Athletics\n* Cricket\n* Football\n* Rugby\n* Tennis\n\n## Algorithms Implemented\n\n### Assignment Objective\nThis assignment focuses on the tasks of classification and clustering.\n#### Classification\nFirst task is related to document classification. We have discussed three methods for the task of\ntext/document classification. These are Rocchio’s, Naïve Bayesian and KNN. In this assignment\nyou need to work on KNN using VSM model to hold documents and Euclidian distance measure\nto estimate closeness of the instances in neighborhood. There is no training required for the KNN\nalgorithm, all you need to divide your data into suitable splits of train and test. Using the training\ndata, you need to check the labels of test instances using k=3. From the 5 classes in the dataset you\nneed to create you train and test sets from 737 instances. Using your idea of a good split set you\nare free to create the train and test set. The evaluation of classification will be performed on\nAccuracy of classification for the test split. For a detail description of KNN read the chapter 14 of\nthe textbook.\n#### Clustering\nFor the task of clustering you need to implement a K-means clustering algorithm, assuming all\ndocuments are represented by VSM of suitable feature space. There are 4613 features in the\ndataset. The feature selection is what you need to perform as per your understanding. The\nevaluation of clustering will be performed by measure purity of the dataset. For a detail description\nof K-means read the chapter 16 of the textbook. \n\n## Output:\n\n### Clustering\n<img src='https://github.com/EishaMazhar/Text-classification-with-Clustering-/blob/master/clustering%20output.PNG'/>",
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"readme_text": "This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).\n\n## Available Scripts\n\nIn the project directory, you can run:\n\n### `npm start`\n\nRuns the app in the development mode.<br>\nOpen [http://localhost:3000](http://localhost:3000) to view it in the browser.\n\nThe page will reload if you make edits.<br>\nYou will also see any lint errors in the console.\n\n### `npm test`\n\nLaunches the test runner in the interactive watch mode.<br>\nSee the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.\n\n### `npm run build`\n\nBuilds the app for production to the `build` folder.<br>\nIt correctly bundles React in production mode and optimizes the build for the best performance.\n\nThe build is minified and the filenames include the hashes.<br>\nYour app is ready to be deployed!\n\nSee the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.\n\n### `npm run eject`\n\n**Note: this is a one-way operation. Once you `eject`, you can’t go back!**\n\nIf you aren’t satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.\n\nInstead, it will copy all the configuration files and the transitive dependencies (Webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.\n\nYou don’t have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.\n\n## Learn More\n\nYou can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).\n\nTo learn React, check out the [React documentation](https://reactjs.org/).\n\n### Code Splitting\n\nThis section has moved here: https://facebook.github.io/create-react-app/docs/code-splitting\n\n### Analyzing the Bundle Size\n\nThis section has moved here: https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size\n\n### Making a Progressive Web App\n\nThis section has moved here: https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app\n\n### Advanced Configuration\n\nThis section has moved here: https://facebook.github.io/create-react-app/docs/advanced-configuration\n\n### Deployment\n\nThis section has moved here: https://facebook.github.io/create-react-app/docs/deployment\n\n### `npm run build` fails to minify\n\nThis section has moved here: https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify",
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[CometBFT (BFT Consensus)](https://github.com/cometbft/cometbft) and the Cosmos SDK are written in the Go programming language. Cosmos SDK is used to build [Gaia](https://github.com/cosmos/gaia), the implementation of the Cosmos Hub.\n\n**WARNING**: The Cosmos SDK has mostly stabilized, but we are still making some breaking changes.\n\n**Note**: Always use the latest maintained [Go](https://go.dev/dl) version for building Cosmos SDK applications.\n\n## Quick Start\n\nTo learn how the Cosmos SDK works from a high-level perspective, see the Cosmos SDK [High-Level Intro](https://docs.cosmos.network/v0.50/learn/intro/overview).\n\nIf you want to get started quickly and learn how to build on top of Cosmos SDK, visit [Cosmos SDK Tutorials](https://tutorials.cosmos.network). You can also fork the tutorial's repository to get started building your own Cosmos SDK application.\n\nFor more information, see the [Cosmos SDK Documentation](https://docs.cosmos.network).\n\n## Contributing\n\nSee [CONTRIBUTING.md](./CONTRIBUTING.md) for details on how to contribute and participate in our [dev calls](./CONTRIBUTING.md#teams-dev-calls).\nIf you want to follow the updates or learn more about the latest design then join our [Discord](https://discord.gg/interchain).\n\n## Tools and Frameworks\n\nThe Cosmos ecosystem is vast.\n[Awesome Cosmos](https://github.com/cosmos/awesome-cosmos) is a community-curated list of notable frameworks, modules and tools.\n\n### Inter-Blockchain Communication (IBC)\n\nThe IBC module for the Cosmos SDK has its own [cosmos/ibc-go repository](https://github.com/cosmos/ibc-go). Go there to build and integrate with the IBC module.\n\n### Version Matrix\n\nThe version matrix below shows which versions of the Cosmos SDK, modules and libraries are compatible with each other.\n\n#### Core Dependencies\n\nCore Dependencies are the core libraries that an application may depend on.\n\n> Note: the ❌ signals that the version of the Cosmos SDK does not need to import the dependency.\n\n| Cosmos SDK | cosmossdk.io/core | cosmossdk.io/api | cosmossdk.io/math | cosmossdk.io/errors | cosmossdk.io/depinject | cosmossdk.io/log | cosmossdk.io/store |\n| ---------- | ----------------- | ---------------- | ----------------- | ------------------- | ---------------------- | ---------------- | ------------------ |\n| 0.50.z | 0.11.z | 0.7.z | 1.y.z | 1.y.z | 1.y.z | 1.y.z | 1.y.z |\n| 0.47.z | 0.5.z | 0.3.z | 1.y.z | 1.y.z | 1.y.z | 1.y.z | ❌ |\n| 0.46.z | ❌ | ❌ | 1.y.z | 1.y.z | ❌ | ❌ | ❌ |\n\n#### Module Dependencies\n\nModule Dependencies are the modules that an application may depend on and which version of the Cosmos SDK they are compatible with.\n\n> Note: The version table only goes back to 0.50.x, this is due to the reason that modules were not spun out into their own go.mods until 0.50.z. ❌ signals that the module was not spun out into its own go.mod file.\n\n| Cosmos SDK | 0.50.z | 0.y.z |\n| --------------------------- | --------- | ----- |\n| cosmossdk.io/x/auth | ❌ | |\n| cosmossdk.io/x/accounts | ❌ | |\n| cosmossdk.io/x/bank | ❌ | |\n| cosmossdk.io/x/circuit | 0.1.z | |\n| cosmossdk.io/x/consensus | ❌ | |\n| cosmossdk.io/x/distribution | ❌ | |\n| cosmossdk.io/x/evidence | 0.1.z | |\n| cosmossdk.io/x/feegrant | 0.1.z | |\n| cosmossdk.io/x/gov | ❌ | |\n| cosmossdk.io/x/group | ❌ | |\n| cosmossdk.io/x/mint | ❌ | |\n| cosmossdk.io/x/nft | 0.1.z | |\n| cosmossdk.io/x/protcolpool | ❌ | |\n| cosmossdk.io/x/slashing | ❌ | |\n| cosmossdk.io/x/staking | ❌ | |\n| cosmossdk.io/x/tx | =< 0.13.z | |\n| cosmossdk.io/x/upgrade | 0.1.z | |\n\n## Disambiguation\n\nThis Cosmos SDK project is not related to the [React-Cosmos](https://github.com/react-cosmos/react-cosmos) project (yet). Many thanks to Evan Coury and Ovidiu (@skidding) for this Github organization name. As per our agreement, this disambiguation notice will stay here.",
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"readme_text": "# Build your own Technical Portfolio\n\nThis repository allows you to create your own technical portfolio page!\nYou are welcome to extend it for other uses, such as blogs or documentation.\n\n**If you have problems with this repository, please see our [frequently asked questions](./FAQ.md) page.**\n\n> This repository was originally created for Grace Hopper Celebration 2020 and is constantly being updated based\n> on the feedback of the workshop participants. \n> You can find the slides from vGHC [here](./assets/ghc.pdf).\n\n* [Prerequisites](#prerequisites)\n* [Getting Started](#getting-started)\n * [Copying the template repository](#copying-the-template-repository)\n * [Edit your portfolio with your personal info](#edit-your-portfolio-with-your-personal-info)\n * [Update with your name and tagline](#update-with-your-name-and-tagline)\n * [Update your site URL and organization](#update-your-site-url-and-organization)\n * [Commit your changes](#commit-your-changes)\n * [Review the Actions workflow](#review-the-actions-workflow)\n* [Update Your Profile Picture](#update-your-profile-picture)\n* [Update Your Social Media Links](#update-your-social-media-links)\n* [Update Your About Page](#update-your-about-page)\n* [Update Your Projects Page](#update-your-projects-page)\n* [Add a Blog](#add-a-blog)\n* [Delete Your Portfolio](#delete-your-portfolio)\n* [Apply Updates from This Template Repository to Your Portfolio](#apply-updates-from-this-template-repository-to-your-portfolio)\n\n## Prerequisites\n* [A GitHub Account](https://github.com/signup)\n* [Markdown Cheatsheet](https://guides.github.com/features/mastering-markdown/): This is used for typing your blog, about, and project pages.\n* For more information about Markdown, visit [this guide from GitHub](https://guides.github.com/pdfs/markdown-cheatsheet-online.pdf).\n\n## Getting Started\n\n### Copying the template repository\n\nYou'll need to copy this repository to your Github username and enable a few settings.\n\n1. Navigate to the [tech-portfolio](https://github.com/joatmon08/tech-portfolio) in your web browser.\n\n1. Fork this repo to your GitHub user.\n ![fork](assets/fork.png)\n This repo contains all of the necessary files to deploy your technical portfolio; however, you need to configure this repository with the necessary settings to make it a GitHub Pages site.\n \n > :bangbang: Ensure you are on your forked repository by checking the upper left title of the repo. It should contain your GitHub user name.\n\n1. Navigate to Settings in your forked repo.\n ![Settings](assets/settings.png)\n\n1. On the Settings page, navigate to \"Options\" and scroll to the bottom to the \"GitHub Pages\" section.\n\n1. Change the Source branch to \"gh-pages\" and keep the \"/(root)\" path and save this change. This contains the GitHub Actions workflow.\n ![GitHubPages](assets/ghpages.png)\n\n1. Go to the Actions page of the repostiory.\n ![Actions Repo Page](assets/enableactions.png)\n\n1. This original repo has a workflow file already configured and GitHub disables these when you fork them by default. To enable this pre-configured workflow, select the \"I understand my workflows, go ahead and enable them.\"\n\n > :bangbang: The Actions workflow will not do anything until you make additional changes.\n\nNow you are ready to move into the repo and make this portfolio your own!\n\n### Edit your portfolio with your personal info\n\n1. Navigate to the Code page of your repo and make sure you are on the `main` branch. Click on the \"website\" folder and open the `siteConfig.js` file.\n ![Code](assets/path.png)\n\n1. Click on the pencil icon to edit this file.\n ![siteConfig.js](assets/siteconfig.png)\n\nThere are four text fields and three social media links for you to update.\n\n#### Update with your name and tagline\n\n1. Find the `title:` field and add your name. Remember to keep this field in single quotes.\n ```js\n ...\n title: 'YOUR NAME',\n ```\n\n1. The next line is `tagline:`. This field appears on your portfolio front page. Replace the placeholder with a description of you in three adjectives and the type of work you do or are looking for. Keep this field in single quotes as well. While we didn't put a character limit, keep it to 140 characters or less!\n ```js\n ...\n tagline: 'Technologist, awesome, and amazing.',\n ```\n\n#### Update your site URL and organization\n\n1. The next line is `url` and should be your GitHub username.\n ```js\n ...\n url: 'https://YOUR-GITHUB-USER.github.io',\n ```\n\n1. Keep the `baseUrl` and `projectName` fields the same.\n > :bangbang: We are using a project GitHub page, not a global one associated with your username. If you do want your portfolio to be located at `your-user.github.io`, you must change the name of the repository.\n\n1. Your `organizationName` is your GitHub username.\n ```js\n ...\n organizationName: 'YOUR-GITHUB-USER',\n ```\n\n### Commit your changes\n\n1. Once you have updated all of the above fields, you are ready to commit these initial changes.\n1. Click the \"Commit changes\" button to save your changes.\n\n### Review the Actions workflow\n\nTo observe GitHub Actions building your page, go the \"Actions\" section of the repo.\n\n![workflowrunning](assets/build1.png)\n\nClick on the \"Update siteConfig.js\" job. GitHub displays the actions it is taking to build & publish your portfolio.\n\n![buildrunning](assets/build2.png)\n\nWhen the \"build\" job is complete, navigate to your portfolio in another tab of your web browser.\n\nYour URL is \"https://YOUR-GITHUB-USERNAME.github.io/tech-portfolio/\" and this site displays your live portfolio.\n\nCongratulations! You completed this walkthrough and have a live technical portfolio! Any changes in your forked repo will trigger a new build and will update your site.\n\n## Update Your Profile Picture\n\nFollow these instructions to update your profile picture on the\nhome page.\n\n1. Save the photo you want to use for your profile and name the photo `profile.png`.\n\n1. Navigate to the `website/static/img` folder of your technical portfolio.\n\n1. Click the Add file drop-down and choose \"Upload files\".\n ![website/static/img](assets/profileadd.png)\n\n1. Choose your file called `profile.png` and commit this as a change to your repository.\n\n1. Check your live website. The home page should have your photo.\n\n\n## Update Your Social Media Links\n\n1. Scroll to the bottom of the `website/siteConfig.js` file in the editor.\n\n1. Check out the `socialMedia` section. This section controls the social media icons and links at the bottom of your portfolio!\n ```js\n socialMedia: {\n linkedin: 'https://www.linkedin.com/in/',\n twitter: 'https://twitter.com/',\n github: 'https://github.com/',\n //facebook: 'https://www.facebook.com/',\n //instagram: 'https://www.instagram.com/',\n //youtube: 'https://www.youtube.com/',\n //twitch: 'https://www.twitch.tv/'\n },\n ```\n ![docs/assets](assets/socialmedia.png)\n\n1. Navigate to your social media profile page. Copy the URL and paste it into the field.\n 1. For example, find your LinkedIn public profile name, login to your LinkedIn account and view your profile.\n 1. On your profile page, click \"Edit public profile & URL\" from the upper right section of the page.\n ![profile](assets/linkedin.png)\n 1. Under \"Edit your custom URL\", copy the entire URL (`https://www.linkedin.com/in/yourprofile`). This is your LinkedIn profile URL.\n 1. Paste it in your `linkedin:` setting.\n ```js\n linkedin: 'https://www.linkedin.com/in/yourprofile',\n ```\n\n1. If you want to add social media, check out the commented lines (lines starting with `//`). You can enable the social\n media icons by delete the `//` from the line.\n ```js\n linkedin: 'https://www.linkedin.com/in/yourprofile', <- delete the // at the beginning of the line to use\n ```\n\n1. If you don't have a social media profile for the specific website, you can add the `//` to the beginning of the line. These will be ignored.\n ```js\n // linkedin: 'https://www.linkedin.com/in/yourprofile', <- added the // at the beginning of the line to ignore\n ```\n\n1. The page will update with the social media icons automatically!\n\nIf our list doesn't include a social media icon you want, feel free to open a Github issue and tell us which one you're\nlooking for!\n\n## Update Your About Page\n\nYou can customize the `About` page of your technical portfolio with some information about you.\n\n1. In the `docs` directory of the repo, open the `about.md` page and edit it.\n\n1. Update this page with a little bit about yourself!\n\n1. To see this page, navigate to your site and click the `About` page.\n ![show projects](assets/about.png)\n\n## Update Your Projects Page\n\nYou can customize the `Projects` page of your technical portfolio with a project you want to highlight.\n\n1. Take a screenshot of a project you recently worked on and save it to your local machine.\n\n1. Navigate to the `docs/assets/` folder of your technical portfolio and click the Add file drop-down and choose \"Upload files\".\n ![docs/assets](assets/addimage.png)\n\n1. Choose your file and commit this as a change to your repository.\n ![upload image](assets/upload.png)\n\n1. In the `docs` directory of the repo, open the `projects.md` page and edit it.\n\n1. Update this page with a short description of the project with a link to see it live if available.\n\n1. To add the screenshot, you will use the Markdown syntax with alt text in `[]` and a relative link to the image in `()`.\n ![show edit](assets/editprojects.png)\n\n1. Commit your changes and navigate to Actions, where the new build job will run and update your page.\n\n1. To see this page, navigate to your site and click the `Projects` page.\n ![show projects](assets/projects.png)\n\n## Add a Blog\n\nUsually, it is easier to use a blogging platform to write a blog. However, we added this\ninto your tech portfolio if you want to manage your blogs yourself. To add a new post...\n\n1. In the `website` directory of the repo, find the `blog` folder.\n\n1. Create a new file called `<YEAR>-<MM>-<DD>-blog-post.md`. Make sure you name it\n with the year, month, and date. If your month or day is single digits, make sure you add\n the `0` in front of it (e.g., February is `02`). Keep the `-blog-post.md`.\n\n1. Copy the contents of `2020-10-03-blog-template.md`. Paste into your new blog post.\n\n1. Change the title to one that you want to name your post.\n\n1. Update the body of the post with some content.\n\n1. Commit your changes and navigate to Actions, where the new build job will run and add your new blog post.\n\n1. To see this page, navigate to your site and click the `Blogs` page.\n ![show blogs](assets/blog.png)\n\n## Delete Your Portfolio\n\n1. Navigate to Settings in your forked repo.\n ![Settings](assets/settings.png)\n\n1. Scroll down to the bottom of the page until you see the **Danger Zone**.\n ![Danger zone](assets/dangerzone.png)\n\n1. Click \"Delete this Repository\" and follow the prompts to remove the repository.\n ![Delete](assets/delete.png)\n\n## Apply Updates from This Template Repository to Your Portfolio\n\nLet's say you want to include the updates we made for the social media links into\nyour portfolio. At the time, we didn't add dynamic creation of social media icons and\nyou want to include your YouTube channel. You can update your portfolio to take advantage\nof template updates we make.\n\n1. Go to _your_ forked repository. You'll see at the top a box that says how commits different\n your repository is from our template repository.\n ![Commit difference](assets/diff.png)\n\n1. Click the \"Compare\" button.\n ![Compare fork with template repository](assets/compare.png)\n\n1. When you click compare, it might show \"no differences\" because GitHub compares the\n fork to the base. You want to compare the base to the fork! Click \"switching the base\"\n to reverse the comparison and compare the base to the fork.\n ![Switch bases](assets/switchbase.png)\n\n1. You should see the base repository as _your_ portfolio and the head repository as the template.\n ![Head and base repositories](assets/base.png)\n\n1. Click \"Create Pull Request\".\n ![Create Pull Request](assets/pr.png)\n\n1. In the pull request dialog, name the pull request something descriptive like \"updating my repo to match template\".\n Then, click \"Create Pull Request\".\n ![Create the Pull Request](assets/createpr.png)\n\n1. Click \"Merge Pull Request\" and click \"Confirm Merge\".\n ![Commit difference](assets/merge.png)\n\n1. Your pull request should merge successfully. If you have conflicts, you will have to resolve\n them through the GitHub UI.\n ![Successful merge](assets/merged.png)",
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"readme_text": "# open-pulse-quickstart\n\nQuickstart for Open Pulse. Tutorials and how-tos\n\n## What's Open Pulse?\n\nOpen Pulse is an Open Research Data (ORD) toolset developed by **EPFL Open Science** and the **SDSC**. It automates the discovery and monitoring of open-source software (OSS) produced at EPFL, laying the groundwork for making these contributions visible, measurable, and valued within research institutions.\n\nUnlike traditional metrics, which emphasize volume (e.g., downloads or citations), **Open Pulse** puts **community vitality and engagement** at the center — tracking, for example, how actively software is updated, how often issues are resolved, and how software contributions evolve over time. Furthermore, Open Pulse segments repositories by type and discipline, allowing exploration of metrics related to specific research communities.\n\nThe platform brings all the data together into **three complementary components** to help make such community contributions visible and actionable:\n\n| **Component** | **What it’s for?** | **Think of it as…** | **Powered by…** |\n|----------------|--------------------|----------------------|------------------|\n| **Development metrics** | To keep an eye on how active and healthy a software or research community is. | A live dashboard showing who's contributing, how often, and what they're doing — kind of like tracking the *pulse* of a community. | **GrimoireLab**, a set of open-source tools from the Linux Foundation. |\n| **Community network** | To explore relationships between things like code repositories, contributors, and organizations. | A tool to answer questions like “Which people are working across multiple projects?” or “How are different organizations connected?” | **Neo4j**, a graph database, and **Cypher**, a language for querying graphs (like SQL but for networks). |\n| **Repositories metadata** | To store and query semantic metadata about repositories — like what field of science they belong to, what license they use, or how FAIR (Findable, Accessible, Interoperable, Reusable) they are. | A smart filing cabinet that lets you ask complex questions like “Show me all repositories in biology that use an MIT License and have a Docker image.” | **Tentris**, a database for linked data, and **SPARQL**, a query language for this type of data. |\n\nBy combining these layers, **Open Pulse** provides a foundation for **evidence-based evaluation of open-source contributions**, with an emphasis on **community health, engagement, and relevance** across EPFL’s research landscape.\n\nIn this Quickstart we will show you how to start accessing this data\n\n## How to use this Quickstart?\n\nTBD: You can run this quickstart in Renku or in local by using the dockerimage we provide\n\n### Development metrics \n\nThe standard for community metrics are the CHAOSS metrics.\n\n> **Disclaimer:** We originally intended to deploy a **GrimoireLab** instance for this session. However, due to technical issues, it will not be available for the hackathon. Instead, we offer **OSS Insight** as a powerful alternative to analyze repository metrics and community health.\n\nYou can get started with the **OSS Insight Quickstart** located in `src/ossinsight-quickstart/`.\n- **Notebook:** `src/ossinsight-quickstart/quickstart.ipynb`\n- **Guide:** `src/ossinsight-quickstart/README.md`\n\nThis quickstart maps OSS Insight API data to CHAOSS metrics, allowing you to visualize:\n- Project Growth (Stars)\n- Development Activity (Commits, PRs)\n- Community Responsiveness (Issues)\n- Contributor Diversity (Geography, Organizations)\n\n![alt text](docs/images/oss.gif)\n\n**Resources:**\n- **CHAOSS:** [Website](https://chaoss.community/) | [Metrics Knowledge Base](https://chaoss.community/kbtopic/all-metrics/)\n- **OSS Insight:** [Website](https://ossinsight.io/) | [API Docs](https://ossinsight.io/docs/api)\n- **Example:** [DeepLabCut Analysis](https://ossinsight.io/analyze/DeepLabCut/DeepLabCut#overview) \n\n### Community Network\n\nRelationships are structure in a property-graph and accessed via Cypher Queries.\n\nYou can explore the graph via the Neo4J User Interface of via the `neo4j-quickstart` notebook or script.\n\n- Code there allows you to run CYPHER queries, remember you can explore [graph patterns (such as shortest path between 2 nodes)](https://neo4j.com/docs/cypher-manual/current/patterns/).\n- You can download into a pandas dataframe part of the graph. The Graph being huge, we do not recommend reading the entire thing into Pandas.\n- Visualization code is also made available for the graphs. \n\n![alt text](docs/images/Neo4J.png)\n\nLink to Neo4j Open Pulse Instance: \n- Neo4J Browser: http://128.178.219.51:7503\n- Neo4J Bolt: http://128.178.219.51:7504\nDocumentation: https://neo4j.com/docs/\nCypher Tutorial: https://neo4j.com/docs/cypher-manual/current/appendix/tutorials/\n\n### Repositories Metadata\n\nMetadata and semantic properties are stored in a RDF-compatible database based on the Imaging Plaza Ontology (ORD Project). We can query its results with SPARQL queries.\n\nYou can query the repositories' metadata via the quickstart notebook of the `tentris-quickstart`\nYou can also combine the queries to tentris about the extracted data with queries to WikiData for more complex information extraction. 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However, slash URIs are better supported than hash URIs.\n\nUsing slash URIs, you will get full rendered concept pages with information about all its SKOS attributes as well as a machine readable JSON-LD version of each concept.\nWith hash URIs you will – currently – just get a basic concept page with information regarding `id`, `skos:notation`, `skos:prefLabel`, `skos:altLabel` and `skos:narrower`.\nSince hash URIs by their very nature live mostly in one document, SkoHub Vocabs does not split them, but will also return one JSON-LD document for the concept scheme with information about the above mentioned attributes.\nThere is not one machine readable version per concept as for slash URIs.\n\nIn general we advise the use of slash URIs for SKOS vocabularies.\n\nIf you would like more support of hash URIs for SkoHub Vocabs, [please open an issue](https://github.com/skohub-io/skohub-vocabs/issues/new/choose).\n\n## Internationalization\n\nTo determine the language displayed of the vocabulary the browser language is used.\nIf the browser language is not present in the vocabulary a default language is chosen.\nIf you want to link to a specific language, you can use a URL parameter: `?lang=de`.\n\n## Deprecation of Concepts\n\nTo mark a concept as deprecated you can mark it with `owl:deprecated true`.\nTo point to a successor add `dct:isReplacedBy`.\nThe information will be available in the machine readable version as well as in the html page.\n\n## Set up\n\n### Install Node.js\n\nWe currently support Node >= 18.\n#### Windows\n\nDownload and install the latest Node.js version from [the official Node.js website]( https://nodejs.org/en/).\n\n#### Unix\n\n[Install the lastest nvm version](https://github.com/nvm-sh/nvm#installing-and-updating).\n\nSet default Node.js version. When nvm is installed, it does not default to a particular node version. You’ll need to install the version you want and give nvm instructions to use it.\nSee [here](https://github.com/nvm-sh/nvm#bash) to automatically switch to the correct node version (not necessary, but handy).\n\n```\nnvm install 18\nnvm use 18\n```\n\n### Clone repo and install node packages\n\n $ git clone https://github.com/skohub-io/skohub-vocabs.git\n $ cd skohub-vocabs\n $ npm i\n $ cp .env.example .env\n $ cp demo/systematik.ttl data/\n\n## Run the static site generator\n\nThe static site generator will parse all turtle files in `./data` and build the vocabularies it finds:\n\n $ npm run build\n\nThe build can be found in `public/` and be served e.g. by Apache. The directory structure is derived from the URIs of the SKOS concepts, e.g. `https://w3id.org/class/hochschulfaecher/scheme` will be available from `public/w3id.org/class/hochschulfaecher/scheme(.html|.json)`.\n\n## Running the static site generator with docker\n\nYou can also run the static site generator with docker.\nIt will parse all turtle files in `./data` and build the vocabularies it finds.\nThe build can then be found in the `public/` folder.\nSince docker creates the content of this folder it will have root permissions.\nSo in order to delete the content you might have to use `sudo rm public`\n\nBefore running docker make sure there is the `.env` file and some data to process:\n\n $ cp .env.example .env\n $ cp demo/systematik.ttl data/\n\nThe use this command to build your pages with docker:\n\n```bash\ndocker run \\\n-v $(pwd)/public:/app/public \\\n-v $(pwd)/data:/app/data \\\n-v $(pwd)/.env:/app/.env \\\nskohub/skohub-vocabs-docker:latest\n```\n\nTo run with a **custom config** you have to mount your config file into the container:\n\n```bash\ndocker run \\\n-v $(pwd)/public:/app/public \\\n-v $(pwd)/data:/app/data \\\n-v $(pwd)/.env:/app/.env \\\n-v $(pwd)/config.yaml:/app/config.yaml \\\nskohub/skohub-vocabs-docker:latest\n```\n\nIf you are using a custom logo or font, remember to mount these as well, e.g.\n\n\n```bash\ndocker run \\\n-v $(pwd)/public:/app/public \\\n-v $(pwd)/data:/app/data \\\n-v $(pwd)/.env:/app/.env \\\n-v $(pwd)/config.yaml:/app/config.yaml \\\n-v $(pwd)/static/fonts:/app/static/fonts \\\nskohub/skohub-vocabs-docker:latest\n```\n\n## Validation of SKOS files\n\nDuring the build the provided SKOS files are validated against this [SkoHub SHACL shape](https://github.com/skohub-io/shapes/blob/main/skohub.shacl.ttl).\nThe SkoHub SHACL shape is an opinionated and more restrictive version of the generic SKOS shape you can find in the same repo: https://github.com/skohub-io/shapes\n\nIf the SKOS file violates the shape, the build will error and stop.\nIf you just hit warnings you will see them in the console output.\n\n## Serve from other location than root (`/`)\n\nIf you want to serve your sites from another location than root, you can make use of the `BASEURL`-variable.\nE.g. if you are using a VS Code plugin like [Vscode Live Server](https://github.com/ritwickdey/vscode-live-server-plus-plus) or `python -m http.server` to preview the built pages, you might get errors when clicking links, because the files are in the `public/` folder.\nYou can either `cp .env.example .env` and then set your `BASEURL` in `.env`: `BASEURL=public`\nOr you can prefix the build command: `BASEURL=public npm run build`.\n\n## Configuration\n\nConfigurations can be made via a `config.yaml` file.\nTo start configuring copy the default file `cp config.default.yaml config.yaml`.\n\nYou can configure the following settings:\n\n- Tokenizer used for searching\n- Custom Domain\n- Fail on Validation\n- UI Configurations\n - Title\n - Logo\n - Colors\n - Fonts\n- Searchable Fields\n\nThe settings are explained in the following sections.\n\n### Tokenizer\n\nSkoHub Vocabs uses Flexsearch v0.6.32 for its searching capabilities.\nFlexsearch offers [different tokenizers](https://github.com/nextapps-de/flexsearch#tokenizer-prefix-search) for indexing your vocabularies.\nThe chosen tokenizer directly affects the required memory and size of your index file.\nSkoHub Vocabs defaults to `full` tokenizer.\n\n### Custom Domain\n\nIf you want to host your vocabularies under a custom domain (so no W3 perma-id or purl.org redirect), you have to provide that domain in the config.\nExample:\n\nThe base of your concept scheme is: `http://my-awesome-domain.org/my-vocab`\nThen provide `http://my-awesome-domain.org` as `custom_domain` in your `config.yaml`\n\n### Fail on Validation\n\nIf `true` (default) the build process will stop if a validation error occures.\n\n### UI\n\nThe following customizations can be made:\n\n1. Title\n1. Changing the Logo\n1. Changing the Colors\n1. Changing the Fonts\n1. Changing the Footer Links\n\n#### Changing the Title\n\nThe Title is mandatory and SkoHub Vocabs will throw an error if it is left empty.\n\n#### Changing the Logo\n\nThe logo is served from `static/img`.\nTo use another logo, put it in there and update the name of the file in the config.\n\nThe new logo doesn't scale correctly? \nPlease check the proportions in [line 38](src/components/header.js#L38) and [line 39](src/components/header.js#L39) (width and height).\n\n#### Changing the Colors\n\nWe use the following default colors / variables:\n\n- `skoHubWhite: 'rgb(255, 255, 255)'`,\n- `skoHubDarkColor: 'rgb(15, 85, 75)'`,\n- `skoHubMiddleColor: 'rgb(20, 150, 140)'`,\n- `skoHubLightColor: 'rgb(40, 200, 175)'`,\n- `skoHubThinColor: 'rgb(55, 250, 210)'`,\n- `skoHubBlackColor: 'rgb(5, 30, 30)'`,\n- `skoHubAction: 'rgb(230, 0, 125)'`,\n- `skoHubNotice: 'rgb(250, 180, 50)'`,\n- `skoHubDarkGrey: 'rgb(155, 155, 155)'`,\n- `skoHubMiddleGrey: 'rgb(200, 200, 200)'`,\n- `skoHubLightGrey: 'rgb(235, 235, 235)'`,\n\nTo change a color, the RGB values can be adjusted.\nHEX codes are also possible.\n\nYou need to provide all colors in your config.\nOtherwise SkoHub Vocabs will use the default colors.\n\n#### Changing the Fonts\n\nWe use fonts that are self-hosted.\nIf you want to change a font, please upload the new font to the [static/fonts](static/fonts) folder.\nYou can for example get fonts from Google Fonts (download / free of charge).\n\nWe need the font as `ttf`, `woff` and `woff2` and use a regular and a bold font.\nAfter that you have to adjust the config with the appropriate settings for `font_family`, `font_style`, `font_weight` and `name`. \n`name` is the file name of your font (without extension).\n\nYou need to provide all settings for `regular` as well as `bold`.\nOtherwise SkoHub Vocabs will use the default fonts.\n\n#### Changing the Footer Links\n\nYou can - and probably should - change the following links \n\n- \"Impressum\" (Imprint)\n- \"Datenschutz\" (Privacy) \n\nin the footer section of your Skohub website by adding a custom `footer` object to your `config.yaml`. See `config.default.yaml` for how the default links are defined. You can also add more links as desired.\n\nCurrently, only the \"Source\" link cannot not be changed by configuration. \n\n\n## Adding additional properties to SkoHub Vocabs\n\nIf you need additional properties beside SKOS, here is how you add them:\n\nE.g. add `https://schema.org/url` with a value of type string (see below if it is a resource / URI)\n\n* [`context.js`](./src/context.js), add the property you want to add:\n\n```json\nurl: {\n \"@id\": \"schema:url\",\n \"@container\": \"@set\"\n}\n```\n\n* [`queries.js`](./src/queries.js), add the property:\n\n```graphql\n...\ntopConceptOf {\n id\n title {\n ${[...languages].join(\" \")}\n }\n }\nurl\n...\n```\n\nIf the property you are adding is a resource (i.e. has a URI), you need to specify that you want its `id`:\n\n```graphql\n...\ntopConceptOf {\n id\n title {\n ${[...languages].join(\" \")}\n }\n }\nurl {\n id\n}\n...\n```\n\n* (Only necessary if you want to interact with that attribute on the built pages. E.g. for displaying it on concept pages) [`types.js`](./src/types.js), add the GraphQL type:\n\n```graphql\nurl: [String]\n```\n\nThis will add the `url` field, being an array of strings.\nFor other types, compare with already existing properties and just copy as you need.\n\n## Adding Searchable Fields\n\nTo add a field to be searchable you have to make the following adjustments:\n\n- Add the field in the `config.yaml` file to `searchableAttributes`, e.g. `editorialNote`\n- In `src/queries.js` add it to `ConceptFields` (around line 176):\n```graphql\neditorialNote {\n ${[...languages].join(\" \")}\n}\n```\n- Add it to the labels to be indexed. Go to `gatsby-node.js` and add it the document object around line 341. For fields being *single* language tagged labels (e.g. `skos:prefLabel`) use `prefLabel` as an example. For fields being arrays of language tagged labels (e.g. `skos:altLabel`) use `altLabel` as an example. For `skos:editorialNote` it would be:\n```js\n...(concept.editorialNote &&\nObject.hasOwn(concept.editorialNote, language) && {\n editorialNote: i18n(language)(concept.editorialNote),\n}),\n```\n\n## Troubleshooting\n\nDepending on special circumstances you may get errors in the log files, e.g.\n`EMFILE: too many open files`. [Search our issues for solutions](https://github.com/skohub-io/skohub-vocabs/issues?q=is%3Aissue) or feel encouraged to open a new issue if you can't find a solution.\n\n## Development\n\nFor development on your local machine you can use Docker compose: \n\n $ docker compose up\n\nto spin up a docker container as configured in `Dockerfile.dev`. Inside the container, the web server is running in development mode. The build is accessible on the host via port mapping at `http://localhost:8000/`.\n\nYour project folder will be mounted into the container, with exceptions defined in `.dockerignore`. Fast refresh aka hot reloading is kept so changes to the source files should affect the generated static sites instantly.\n\nIf you added packages with `npm i <package_name>` make sure to rebuild the container with `docker compose up --build --force-recreate`.\n\nIf you run into permission errors when starting the container, it might be that the `public` folder got created with root permissions, when you built yor vocabulary with docker.\nRun `sudo rm -rf public` to delete the folder and then run docker compose again.\n\n### Code formatting and styling\n\nTo improve code quality we currently use [Prettier](https://prettier.io/) and [ESLint](https://eslint.org/) for formatting and linting.\nPre-Commit hooks are implemented using [lint-staged](https://github.com/okonet/lint-staged) and [husky](https://github.com/typicode/husky).\nThis will format the code and check for linting errors with each commit.\nSo if your commit errors, make sure to check the output and fix accordingly.\n\n### Testing\n\nWe use unit, integration and E2E tests, but don't distinguish too hard between unit and integration tests, since the distinction between these are a bit blurry in component development (see [React Testing Overview](https://reactjs.org/docs/testing.html)).\nIn general a behaviour driven development is favoured and for every new feature an appropriate test should be added.\nThe unit and integration tests can be found in the `test` folder.\nWe use [Vitest](https://vitest.dev/) and [React Testing Library](https://testing-library.com/docs/react-testing-library/intro/) for testing.\n\nTo run these tests use `npm run test` or `npm run test:coverage` to see coverage reports.\n\nFor E2E tests we use [Cypress](https://www.cypress.io/). The tests can be found in `cypress/e2e`.\nThe E2E tests should generally test the interaction with the app like a typical user would.\n\nTo run E2E tests the `*.ttl` files from `./test/data` must be present in `./data`.\nThey will be automatically copied there if you run the below mentioned commands making use of the `cypress/prepare-cypress-test.sh` script.\n\nRun `npm run test:e2e:ci` for running e2e tests in the console.\nIf you want to run cypress interactively run `npm run test:e2e`.\n\n## Credits\n\nThe project to create a stable beta version of SkoHub has been funded by the North-Rhine Westphalian Library Service Centre (hbz) and carried out in cooperation with [graphthinking GmbH](https://graphthinking.com/) in 2019/2020.\n\n<a target=\"_blank\" href=\"https://www.hbz-nrw.de\"><img src=\"https://raw.githubusercontent.com/skohub-io/skohub.io/main/img/logo-hbz-color.svg\" width=\"120px\"></a>",
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"readme_text": "# Build your own Technical Portfolio\n\nThis repository allows you to create your own technical portfolio page!\nYou are welcome to extend it for other uses, such as blogs or documentation.\n\n**If you have problems with this repository, please see our [frequently asked questions](./FAQ.md) page.**\n\n> This repository was originally created for Grace Hopper Celebration 2020 and is constantly being updated based\n> on the feedback of the workshop participants. \n> You can find the slides from vGHC [here](./assets/ghc.pdf).\n\n* [Prerequisites](#prerequisites)\n* [Getting Started](#getting-started)\n * [Copying the template repository](#copying-the-template-repository)\n * [Edit your portfolio with your personal info](#edit-your-portfolio-with-your-personal-info)\n * [Update with your name and tagline](#update-with-your-name-and-tagline)\n * [Update your site URL and organization](#update-your-site-url-and-organization)\n * [Commit your changes](#commit-your-changes)\n * [Review the Actions workflow](#review-the-actions-workflow)\n* [Update Your Profile Picture](#update-your-profile-picture)\n* [Update Your Social Media Links](#update-your-social-media-links)\n* [Update Your About Page](#update-your-about-page)\n* [Update Your Projects Page](#update-your-projects-page)\n* [Add a Blog](#add-a-blog)\n* [Delete Your Portfolio](#delete-your-portfolio)\n* [Apply Updates from This Template Repository to Your Portfolio](#apply-updates-from-this-template-repository-to-your-portfolio)\n\n## Prerequisites\n* [A GitHub Account](https://github.com/signup)\n* [Markdown Cheatsheet](https://guides.github.com/features/mastering-markdown/): This is used for typing your blog, about, and project pages.\n* For more information about Markdown, visit [this guide from GitHub](https://guides.github.com/pdfs/markdown-cheatsheet-online.pdf).\n\n## Getting Started\n\n### Copying the template repository\n\nYou'll need to copy this repository to your Github username and enable a few settings.\n\n1. Navigate to the [tech-portfolio](https://github.com/joatmon08/tech-portfolio) in your web browser.\n\n1. Fork this repo to your GitHub user.\n ![fork](assets/fork.png)\n This repo contains all of the necessary files to deploy your technical portfolio; however, you need to configure this repository with the necessary settings to make it a GitHub Pages site.\n \n > :bangbang: Ensure you are on your forked repository by checking the upper left title of the repo. It should contain your GitHub user name.\n\n1. Navigate to Settings in your forked repo.\n ![Settings](assets/settings.png)\n\n1. On the Settings page, navigate to \"Options\" and scroll to the bottom to the \"GitHub Pages\" section.\n\n1. Change the Source branch to \"gh-pages\" and keep the \"/(root)\" path and save this change. This contains the GitHub Actions workflow.\n ![GitHubPages](assets/ghpages.png)\n\n1. Go to the Actions page of the repostiory.\n ![Actions Repo Page](assets/enableactions.png)\n\n1. This original repo has a workflow file already configured and GitHub disables these when you fork them by default. To enable this pre-configured workflow, select the \"I understand my workflows, go ahead and enable them.\"\n\n > :bangbang: The Actions workflow will not do anything until you make additional changes.\n\nNow you are ready to move into the repo and make this portfolio your own!\n\n### Edit your portfolio with your personal info\n\n1. Navigate to the Code page of your repo and make sure you are on the `main` branch. Click on the \"website\" folder and open the `siteConfig.js` file.\n ![Code](assets/path.png)\n\n1. Click on the pencil icon to edit this file.\n ![siteConfig.js](assets/siteconfig.png)\n\nThere are four text fields and three social media links for you to update.\n\n#### Update with your name and tagline\n\n1. Find the `title:` field and add your name. Remember to keep this field in single quotes.\n ```js\n ...\n title: 'YOUR NAME',\n ```\n\n1. The next line is `tagline:`. This field appears on your portfolio front page. Replace the placeholder with a description of you in three adjectives and the type of work you do or are looking for. Keep this field in single quotes as well. While we didn't put a character limit, keep it to 140 characters or less!\n ```js\n ...\n tagline: 'Technologist, awesome, and amazing.',\n ```\n\n#### Update your site URL and organization\n\n1. The next line is `url` and should be your GitHub username.\n ```js\n ...\n url: 'https://YOUR-GITHUB-USER.github.io',\n ```\n\n1. Keep the `baseUrl` and `projectName` fields the same.\n > :bangbang: We are using a project GitHub page, not a global one associated with your username. If you do want your portfolio to be located at `your-user.github.io`, you must change the name of the repository.\n\n1. Your `organizationName` is your GitHub username.\n ```js\n ...\n organizationName: 'YOUR-GITHUB-USER',\n ```\n\n### Commit your changes\n\n1. Once you have updated all of the above fields, you are ready to commit these initial changes.\n1. Click the \"Commit changes\" button to save your changes.\n\n### Review the Actions workflow\n\nTo observe GitHub Actions building your page, go the \"Actions\" section of the repo.\n\n![workflowrunning](assets/build1.png)\n\nClick on the \"Update siteConfig.js\" job. GitHub displays the actions it is taking to build & publish your portfolio.\n\n![buildrunning](assets/build2.png)\n\nWhen the \"build\" job is complete, navigate to your portfolio in another tab of your web browser.\n\nYour URL is \"https://YOUR-GITHUB-USERNAME.github.io/tech-portfolio/\" and this site displays your live portfolio.\n\nCongratulations! You completed this walkthrough and have a live technical portfolio! Any changes in your forked repo will trigger a new build and will update your site.\n\n## Update Your Profile Picture\n\nFollow these instructions to update your profile picture on the\nhome page.\n\n1. Save the photo you want to use for your profile and name the photo `profile.png`.\n\n1. Navigate to the `website/static/img` folder of your technical portfolio.\n\n1. Click the Add file drop-down and choose \"Upload files\".\n ![website/static/img](assets/profileadd.png)\n\n1. Choose your file called `profile.png` and commit this as a change to your repository.\n\n1. Check your live website. The home page should have your photo.\n\n\n## Update Your Social Media Links\n\n1. Scroll to the bottom of the `website/siteConfig.js` file in the editor.\n\n1. Check out the `socialMedia` section. This section controls the social media icons and links at the bottom of your portfolio!\n ```js\n socialMedia: {\n linkedin: 'https://www.linkedin.com/in/',\n twitter: 'https://twitter.com/',\n github: 'https://github.com/',\n //facebook: 'https://www.facebook.com/',\n //instagram: 'https://www.instagram.com/',\n //youtube: 'https://www.youtube.com/',\n //twitch: 'https://www.twitch.tv/'\n },\n ```\n ![docs/assets](assets/socialmedia.png)\n\n1. Navigate to your social media profile page. Copy the URL and paste it into the field.\n 1. For example, find your LinkedIn public profile name, login to your LinkedIn account and view your profile.\n 1. On your profile page, click \"Edit public profile & URL\" from the upper right section of the page.\n ![profile](assets/linkedin.png)\n 1. Under \"Edit your custom URL\", copy the entire URL (`https://www.linkedin.com/in/yourprofile`). This is your LinkedIn profile URL.\n 1. Paste it in your `linkedin:` setting.\n ```js\n linkedin: 'https://www.linkedin.com/in/yourprofile',\n ```\n\n1. If you want to add social media, check out the commented lines (lines starting with `//`). You can enable the social\n media icons by delete the `//` from the line.\n ```js\n linkedin: 'https://www.linkedin.com/in/yourprofile', <- delete the // at the beginning of the line to use\n ```\n\n1. If you don't have a social media profile for the specific website, you can add the `//` to the beginning of the line. These will be ignored.\n ```js\n // linkedin: 'https://www.linkedin.com/in/yourprofile', <- added the // at the beginning of the line to ignore\n ```\n\n1. The page will update with the social media icons automatically!\n\nIf our list doesn't include a social media icon you want, feel free to open a Github issue and tell us which one you're\nlooking for!\n\n## Update Your About Page\n\nYou can customize the `About` page of your technical portfolio with some information about you.\n\n1. In the `docs` directory of the repo, open the `about.md` page and edit it.\n\n1. Update this page with a little bit about yourself!\n\n1. To see this page, navigate to your site and click the `About` page.\n ![show projects](assets/about.png)\n\n## Update Your Projects Page\n\nYou can customize the `Projects` page of your technical portfolio with a project you want to highlight.\n\n1. Take a screenshot of a project you recently worked on and save it to your local machine.\n\n1. Navigate to the `docs/assets/` folder of your technical portfolio and click the Add file drop-down and choose \"Upload files\".\n ![docs/assets](assets/addimage.png)\n\n1. Choose your file and commit this as a change to your repository.\n ![upload image](assets/upload.png)\n\n1. In the `docs` directory of the repo, open the `projects.md` page and edit it.\n\n1. Update this page with a short description of the project with a link to see it live if available.\n\n1. To add the screenshot, you will use the Markdown syntax with alt text in `[]` and a relative link to the image in `()`.\n ![show edit](assets/editprojects.png)\n\n1. Commit your changes and navigate to Actions, where the new build job will run and update your page.\n\n1. To see this page, navigate to your site and click the `Projects` page.\n ![show projects](assets/projects.png)\n\n## Add a Blog\n\nUsually, it is easier to use a blogging platform to write a blog. However, we added this\ninto your tech portfolio if you want to manage your blogs yourself. To add a new post...\n\n1. In the `website` directory of the repo, find the `blog` folder.\n\n1. Create a new file called `<YEAR>-<MM>-<DD>-blog-post.md`. Make sure you name it\n with the year, month, and date. If your month or day is single digits, make sure you add\n the `0` in front of it (e.g., February is `02`). Keep the `-blog-post.md`.\n\n1. Copy the contents of `2020-10-03-blog-template.md`. Paste into your new blog post.\n\n1. Change the title to one that you want to name your post.\n\n1. Update the body of the post with some content.\n\n1. Commit your changes and navigate to Actions, where the new build job will run and add your new blog post.\n\n1. To see this page, navigate to your site and click the `Blogs` page.\n ![show blogs](assets/blog.png)\n\n## Delete Your Portfolio\n\n1. Navigate to Settings in your forked repo.\n ![Settings](assets/settings.png)\n\n1. Scroll down to the bottom of the page until you see the **Danger Zone**.\n ![Danger zone](assets/dangerzone.png)\n\n1. Click \"Delete this Repository\" and follow the prompts to remove the repository.\n ![Delete](assets/delete.png)\n\n## Apply Updates from This Template Repository to Your Portfolio\n\nLet's say you want to include the updates we made for the social media links into\nyour portfolio. At the time, we didn't add dynamic creation of social media icons and\nyou want to include your YouTube channel. You can update your portfolio to take advantage\nof template updates we make.\n\n1. Go to _your_ forked repository. You'll see at the top a box that says how commits different\n your repository is from our template repository.\n ![Commit difference](assets/diff.png)\n\n1. Click the \"Compare\" button.\n ![Compare fork with template repository](assets/compare.png)\n\n1. When you click compare, it might show \"no differences\" because GitHub compares the\n fork to the base. You want to compare the base to the fork! Click \"switching the base\"\n to reverse the comparison and compare the base to the fork.\n ![Switch bases](assets/switchbase.png)\n\n1. You should see the base repository as _your_ portfolio and the head repository as the template.\n ![Head and base repositories](assets/base.png)\n\n1. Click \"Create Pull Request\".\n ![Create Pull Request](assets/pr.png)\n\n1. In the pull request dialog, name the pull request something descriptive like \"updating my repo to match template\".\n Then, click \"Create Pull Request\".\n ![Create the Pull Request](assets/createpr.png)\n\n1. Click \"Merge Pull Request\" and click \"Confirm Merge\".\n ![Commit difference](assets/merge.png)\n\n1. Your pull request should merge successfully. If you have conflicts, you will have to resolve\n them through the GitHub UI.\n ![Successful merge](assets/merged.png)",
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