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accountants

A repo for digital accountants

blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

cheatsheets

RStudio Cheat Sheets

eea_python_primer

EAA - Python Primer for Accounting Research

exploring_correlation_between_esg_and_finance_performance_of_s_p-500_companies.

Please refer to attached full report. Introduction ESG is abbreviate of the environment, social responsibility, and corporate governance. When value a company, finance analysts are paying more attention to a company’s intangible assets, besides traditional financial statement figures. From companies’ perspective, managers are eager to know if it is profitable to assume more social responsibilities, to purchase environment-friendly but expensive assets or to share more benefits of the company with employees. In addition, investors doubt whether to invest in a company who have high ESG rank will be profitable because a company has limited resources. So, this report will investigate the correlation between S&P 500 companies’ ESG and their performance from a quantitative perspective. We select S&P 500 as our research target because this index consists of tycoons in each industry in the United States and they have a significant influence on the whole economy. We apply Bloomberg Excel API to acquire historical data from Bloomberg terminal and conduct descriptive and predictive analysis using BI tool and statistical model. Our grand conclusion is ESG has a positive correlation with a company’s operating performance, but ESG has little correlation with a company’s market performance.

financial-statement-analysis

Basic financial metrics calculation

financial-statement-analysis-1

This project was a homework exercise for a course i am taking at udemy.

intro-to-r

Scripts and data to go along with introductions to R

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-basics-exercises

Python Basics: A Practical Introduction to Python 3

remarkable-layers

Python module for reading and writing Remarkable Lines files

spoon-knife

This repo is for demonstration purposes only.

stataguide

Introductory Guide to Using Stata in Empirical Financial Accounting Research

teslaauditanalysis

Calculated financial ratios from year 2012 to 2018 for Tesla and designed Risk Assessment Matrix by calculating amounts for various accounts using Shiny app. Performed Intelligence Scanning using Twitter data and text mining using Word Cloud for knowing most keywords used

wide-to-long-nz