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Hi, I am P1aton 👋 💻

  • 📈 I'm a Data analyst and frontend developer Enthusiast!

⚡ Technologies

Python Visual Studio Code Pandas NumPy Jupyter Anaconda R (Statistics) JavaScript Nodejs React TypeScript HTML5 CSS3 PostgreSQL MySQL Docker Git GitHub Ubuntu

📈 GitHub Stats

p1aton's github stats

p1aton's Projects

google-analytics-etl icon google-analytics-etl

ETL process to pull online ads performance results from Google Analytics and stream the data into database

googleanalytics icon googleanalytics

Приложение для работы с Google Analytics. Написал его себе в помощь: выгружать данные, чтобы потом строить на них BI-системы

m icon m

Collection of cutom M functions for Power Query and Power BI

martinheinz icon martinheinz

My GitHub Profile README. Don't just fork, star it, so others can find it too! 👀

pure-react icon pure-react

exercises and examples based on the book Pure React by Dave Ceddia

r-tutorials icon r-tutorials

Приложения к книге "Статистический анализ и визуализация данных с помощью R"

rmytarget icon rmytarget

Пакет для загрузки данных из API MyTarget в R.

sherlock icon sherlock

🔎 Hunt down social media accounts by username across social networks

super_json_normalize icon super_json_normalize

A generic, unlimited level json normalizer which handles arrays at any location. Outputs a normalised set of data with foreign keys which can be imported into a relational table

thesis-bitcoin-clustering icon thesis-bitcoin-clustering

The Bitcoin currency is a publicly available, transparent, large scale network in which every single transaction can be analysed. Multiple tools are used to extract binary information, pre-process data and train machine learning models from the decentralised blockchain. As Bitcoin popularity increases both with consumers and businesses alike, this paper looks at the threat to privacy faced by users through commercial adoption by deriving user attributes, transaction properties and inherent idioms of the network. We define the Bitcoin network protocol, describe heuristics for clustering, mine the web for publicly available user information and finally train supervised learning models. We show that two machine learning algorithms perform successfully in clustering the Bitcoin transactions based on only graphical metrics measured from the transaction network. The Logistic Regression algorithm achieves an F1 score of 0.731 and the Support Vector Machines achieves an F1 score of 0.727. This work demonstrates the value of machine learning and network analysis for business intelligence; on the other hand it also reveals the potential threats to user privacy.

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