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fagan2888's Projects

ec_141 icon ec_141

Course materials for Ec 141, Econometric Analysis, at UC Berkeley

econ_data icon econ_data

Python 3 examples of using economic data APIs and working with economic microdata. Includes bd CPS.

economic-forecasting icon economic-forecasting

Contains Python code for downloading socio-economic data from Quandl and using it to forecast real-GDP growth rates in countries.

economic_data_extraction icon economic_data_extraction

In this work, I use R, Bash and Python to extract different countries different indicators in different years. The data have some property: big, not unified(.RData or .csv), some have mistakes. It is very sparse so it waste many storage. And the conversion of Rdata to csv leads some mistakes, so it needs very careful examination and check work. At first I want to store all of them in HDF5 for better IO, but people in my girl friend's working team are't familiar with codes, so I store them in csv. I also think about later work(for example, basic statistical work, model the interaction and time series, maybe a hierarchical time series machine learning model), but I am too busy to help my little bragger to do all kinds of things.

economictracker icon economictracker

Download data from the Opportunity Insights Economic Tracker — https://tracktherecovery.org/

econowcast icon econowcast

Experimental tools (R) for Big Data econometrics nowcasting and early estimates

econsa icon econsa

Uncertainty propagation and global sensitivity analysis for computational economic models

econsieve icon econsieve

Collection of linear & nonlinear (Kalman) Filters for economic DSGE models

ecos icon ecos

A lightweight conic solver for second-order cone programming.

ecp_wind_api icon ecp_wind_api

a re-encapsulated Wind Python API for non-commercial purposes

eda-resource icon eda-resource

Community Contribution: sharing resources of data and visualization tools

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