Inspiration
Based Real Life Sustainable Crypto Currency Predictor Systems article in journal "The Journal of Finance and Data Science" vol.8 named "Machine learning for cryptocurrency market prediction and trading" .
What it does
The project is a Cryptographic Prediction System for long term Scalability and Sustainability * -The project is built on Dart ,Web Scrapped Data , python and CryptoApi -The goal of the project is to evaluate the scrapped data , calculated on Sustainability Score based on The Fall and rise of the cryptocurrency over period of 5 years (2017-2024) -Based on trained Model on validated training data set obtained we make futuristic predictions if the cryptocurrency is more Sustainable for long term or is just a great Short Term Crypto Currency
How we built it
Ideation Phase went through a lot of ideation referenced and short listed many papers and ideas till we found the one suitable for us ** Requirement Analysis Phase** Understood the requirements focused working with our strength understood our weakness discussed opportunities and threats of the project built and of the Team laid the Basic Architecture and the Basic Structures on how we must be proceeding *Production Phase * *Started Web Scrapping using Python and stored the raw data in csv file format also referenced few Kaggle datasets and Websites to get more details on Crypto Currencies used *Preprocessed the data and converting it to json file to make appropriate modification and for ease of implementation and modification *Implemented and Integrated the API and front end using dart for robust implementation of program
Challenges we ran into
Had to make changes on Dataset as it was Incorrectly updated and all the data fetched were not being displayed on when fetched we had to then preprocess the data and to remove infinite and unrequired values and make it a more compact fitting data
Accomplishments that we're proud of
We understood the importance of time management and made a habit to regularly go around socialize have fun but at the same time focus on the project . No matter how difficult or overwhelming while working on barely enough sleep we made it a conscious effort to encourage one another as a team member and fellow hacker and respected each others space and have fun
What we learned
We could have fun at same time build
What's next for Cryptocurrency Sustainable Investing Solutions
we can grow and scale future cryptocurrencies into our database easily
Built With
- crypto-api
- dart
- python
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