Richie Garafola's repositories
AnimatedYieldCurve
The yield curve is a plot of the yield of different key US treasuries against their maturity. The yield curve provides important insight into investors’ predictions about the economy. “Inverted” yield curves have been shown to reliably predict recessions.
Pymaceuticals
This project is a data analysis of mouse tumor growth in response to various drug regimens. The data comes from a study in which mice were treated with different drugs and their tumor volumes were measured over time. The goal of this project is to analyze the data and determine which drugs are most effective at reducing tumor growth.
NFA-NotFinancialAdvice
This is your one stop shop for all analysis as it relates to the Stock Markets. Whether you are intersted in general information on the company, fundamental analysis, technical analysis or perhaps you want to see what your asset looks like forecasted in the future, we have the tools you are looking for!
BankingCustomerInsights
Interactive dashboard, helps banking professionals to analyze customer data and make informed decisions. Provides real-time insights into the demographics and account balances of bank customers based on their job categories.
BasicCryptoDashboard
This is a basic Cryptocurrency Dashboard showcasing the most recent daily open high low close prices and a barchart. This streamlit application uses the Yahoo Finance API and displays Bitcoin, Ethereum, Ripple and Bitcoin Cash.
C867ScriptingAndProgrammingApplications
Performance Assessment for Western Governors University C867 Scripting and Programming: Applications
Crowdfunding
This project analyzes a dataset of crowdfunding campaigns in order to gain insights into the factors that contribute to a campaign's success or failure.
CustomForexWatchlistApp
Customizable Forex watchlist charts using data from Yahoo Finance. The script uses the yfinance library to retrieve financial data, and the Streamlit framework to create the interactive charts.
EconomicKPI
interactive KPI dashboard built with Streamlit that allows users to explore key economic indicators for the United States. The dashboard provides visualizations and data for indicators such as Gross Domestic Product (GDP), unemployment rate, inflation rate, and more.
EDA
Perform Instant Exploratory Data Analysis on any CSV File !
EmployeeManagement
Employee Management is a simple web application for managing employee records. It provides basic CRUD (Create, Read, Update, Delete) functionality to store and retrieve employee information. This application can be used as a starting point for building more complex employee management systems.
ErrorHandlingTool
This tool was designed with students in mind, specifically those who are just starting out in programming and may struggle with debugging their code. As anyone who has spent time coding can attest, errors are a common occurrence, and can be incredibly frustrating to deal with.
FailedBanks
dive deep into the data on failed banks in the United States. With data from the Federal Deposit Insurance Corporation (FDIC) on banks that have failed since 2000, users can explore patterns by state, bank name, year, and acquiring institution.
ForexCorrelationMatrix
This script is useful for traders and investors who are interested in analyzing the relationships between different currency pairs in order to inform their trading decisions. Visualize the correlations between pairs to identify patterns and trends that can be used to develop trading strategies and manage risk.
FuelEfficiency
Fuel efficiency of vehicles is an important factor in our daily lives, affecting both our wallets and the environment. To gain insight into the fuel efficiency of various vehicle makes and models, this project analyzes data from the Geotab dataset.
GasAnalysis
Fuel prices play a crucial role in our daily lives, impacting transportation costs, consumer spending, and overall economic stability. Understanding the dynamics of fuel prices and identifying key factors that influence their fluctuations is of great importance to individuals, businesses, and policymakers.
GlobalEmissions
This project analyzes and visualizes global methane emissions data by country, segment, type, reason, and year. The analysis provides insights into the sources and patterns of methane emissions.
HiddenMarkovModel
This is an implementation of a Hidden Markov Model (HMM) for EURUSD using the yfinance library. The model predicts two hidden states, one for when the price goes up and one for when the price goes down, based on the daily close price of EURUSD from January 1st, 2010 to March 1st, 2022.
MLB_HittingAnalysis
Analysis of Major League Baseball (MLB) hitting data using machine learning techniques. The analysis includes data exploration, feature engineering, model selection and evaluation, and visualization of the results. Insights into the factors that affect a hitter's performance and to predict the outcome of a plate appearanes
NYS_BudgetAnalysis_2012-2013
Welcome to the New York State Budget Analysis project! This project is aimed at providing insights into the budgetary expenses of each department and unit of government in New York State from 2010 to 2013. The data used in this project is obtained from the New York State Open Data Portal.
ProjectManagementAnalysis
Analyze project management data to gain insights into which departments are most productive, which project types are most common, and how your team's workload is distributed. By using this code, you can make more informed decisions and ensure that your team is always working on the most important projects.
SpaceMissions
The field of space exploration has been an area of great interest and innovation for decades. The Space Race of the mid-20th century between the United States and the Soviet Union spurred some of the greatest advancements in space exploration, including the first manned missions and the first moon landing.
StockPriceForecaster
Tool that allows users to select and train a machine learning model to predict stock closing prices. The tool allows users to input a ticker symbol and a time period, and it retrieves stock data for the specified ticker and period from Yahoo Finance.
SuperstoreSales
This web application is designed to help you visualize your sales data in a dynamic and interactive way. With this app, you can filter your sales data by Region, State, City, Category, Sub-Category, and Product Name, and observe various visualizations generated by the app based on your filtered data.
the-twitter-algorithm
Source code for Twitter's Recommendation Algorithm
UKOnlineRetail
Analyze retail sales data and provide insights on the best-selling products, sales trends over time, and other useful information.
UnemploymentRateAnalysis
The unemployment rate represents the number of unemployed as a percentage of the labor force. Labor force data are restricted to people 16 years of age and older, who currently reside in 1 of the 50 states or the District of Columbia, who do not reside in institutions (e.g., penal and mental facilities, homes for the aged).
USEquityMarketDuringPresidency
insights into the performance of the US equity market during different presidential terms. The US equity market is a key indicator of the country's economic health, and many people believe that the policies and actions of the US government, particularly the president, can have a significant impact on the market.