Corporate Data Analysis

💬 Description

This directory does the following things:

1. gather & organize the financial statements of 100 companies listed in KOSPI(Korean Composite Stock Price Index); over the period of past six years.
2. calculate essential & meaningful analytical data for each company. Some examples of essential analytical data:
   • ROA, ROE, PER,
   • Revenue/Operating Income/Net Income increase rate
   • Profit Status
3. visualize those datas in various types of graphs. (Box plot, scatter plot, etc)

⚙️ Frameworks/Modules/Packages Used

Financial Data Retrieval

• OpenDartReader (API)
• FinanceDataReader

Data Analysis & Manipulation

• pandas
• numpy

Testing & Others

• pytest
• tqdm
• pickle

These are listed in requirements.txt in the Docs folder. Use the below command to install these dependencies.

• pip install -r requirements.txt

🛐 How to run

• Get an API key from OpenDart
• Make sure the require modules are installed (you ran the command above)
• Customize the API key in the source codes
• Create a directory called Data
• python initialize_data.py and VOILA! (Hopefully, any errors should be posted in the "Issues" section)

🤖 Contributors

RogerKimJazzLover