KaroRonty

Data Scientist. Blog at: databasedinvesting.blogspot.com

@Houston-AnalyticsFinland

Pinned Repositories

SalesIntelligence
Applying product segmentation, demand forecasting, and revenue optimization to increase online retailer revenue
Language:Jupyter Notebook2 3 04
BearMarkets
Exploring bear markets of the S&P 500
Language:R43
FinancialDeepLearning
Deep learning methods applied to crypto news and price data
Language:Jupyter Notebook13
MovieVisualization
Exploring visualization and modelling techniques through movie datasets
Language:R2 2 00
PortfolioVisualizer
A stacked bar graph visualization of an investment portfolio
Language:R30
SelfOrganizingStockMarket
Analysis of the US stock market using Kohonen's SOM algorithm
Language:R21 4 28
StockIndicesPrediction
Master's Thesis NHH
Language:R21
StockMarketCrashProbability
Visualization of logistic regressions for forecasting stock market crash probability using Shiller CAPE
Language:R55
StockMarketLongTermForecast
Forecasting the S&P 500 ten years into the future using a variety of time series models
Language:R19 6 514
TheMostImportantChart
Exploring the historical returns of the S&P 500
Language:R6 2 03

KaroRonty's Repositories

KaroRonty/SelfOrganizingStockMarket
Analysis of the US stock market using Kohonen's SOM algorithm
Language:R21 4 28
KaroRonty/StockMarketLongTermForecast
Forecasting the S&P 500 ten years into the future using a variety of time series models
Language:R19 6 514
KaroRonty/TheMostImportantChart
Exploring the historical returns of the S&P 500
Language:R6 2 03
KaroRonty/StockMarketCrashProbability
Visualization of logistic regressions for forecasting stock market crash probability using Shiller CAPE
Language:R55
KaroRonty/BearMarkets
Exploring bear markets of the S&P 500
Language:R43
KaroRonty/PortfolioVisualizer
A stacked bar graph visualization of an investment portfolio
Language:R30
KaroRonty/MovieVisualization
Exploring visualization and modelling techniques through movie datasets
Language:R2 2 00
KaroRonty/StockIndicesPrediction
Master's Thesis NHH
Language:R21
KaroRonty/CAPEFormationAndReturnPeriods
Analysis of the best formation and return periods for CAPE calculation
Language:R1
KaroRonty/ContrarianStrategy
Backtest of contrarian investing strategies using data by Kenneth French
Language:R1
KaroRonty/FinancialDeepLearning
Deep learning methods applied to crypto news and price data
Language:Jupyter Notebook13
KaroRonty/ForecastDashboard
Dashboard for forecast plots and accuracy measures using Shiny and Plotly
Language:R11
KaroRonty/GroceryStoreAnalysis
Descriptive, RFM and price elasticity analysis done on Ta Feng grocery store data
Language:R1
KaroRonty/MonthlyInvestingMonteCarlo
Monte Carlo analysis for investing monthly with different volatilities
Language:R11
KaroRonty/StockMarketLSTM
Testing the long short-term memory neural network model's accuracy on the S&P 500
Language:R11
KaroRonty/ValuationMeanReversion
Visualization of the mean reverting nature of stock market valuations
Language:R1 2 03
KaroRonty/ValuationPercentiles
Plots valuation percentiles using historical data by Shiller & Goyal
Language:R1
KaroRonty/CountryETFDashboard
Dashboard for plotting and comparing results of country ETFs using Shiny, Quantmod and Plotly
Language:R
KaroRonty/CountryETFForecaster
Function for making simple forecasts for country ETFs using Shiller P/E
Language:R
KaroRonty/CyclicalValuationMeasureCorrelations
Correlation analysis of cyclically adjusted valuation measures and subsequent returns
Language:R
KaroRonty/DataSciencePayDrivers.jl
Investigating salary drivers of data scientists with data from Kaggle Machine Learning & Data Science Survey (2021)
Language:Jupyter Notebook
KaroRonty/DataScienceSurvey
Modeling and exploratory analysis done on the Stack Overflow Developer Survey 2019
Language:R
KaroRonty/LoanDefaultClassification
Exploring how different models work in loan default classification
Language:R
KaroRonty/MomentumAndValuation
Exploring the paths of momentum and valuation of different countries
Language:R2
KaroRonty/ProductDemandForecast
Sales forecasting done on Corporación Favorita dataset using XGBoost and linear, ridge and lasso regression
Language:R1
KaroRonty/SalesIntelligence
Applying customer segmentation, demand forecasting, and price optimization increase online retailer revenue
Language:Jupyter Notebook1 0
KaroRonty/ShillerGoyalDataRetriever
Script for importing data from Shiller & Goyal
Language:R2
KaroRonty/SmallCapValue
Exploring the returns of US small cap value stocks during and after bear markets
Language:R2 1
KaroRonty/StockMarketRelationships
Variables affecting future stock market returns
KaroRonty/VisualMarketBasketAnalysis
Visualization of a market basket analysis done on Instacart public dataset, and sequence mining done with cSPADE algorithm
Language:R1