k_means_group_culture

k_means_group_culture leverages the K-Means Natural Language Processing algorithm to convert BNY Mellon | Eagle Investment Systems employee check-ins to insights into group culture via an interactive dashboard

Prerequisites

• Copy a Speech Key and Service Region from Microsoft Azure Cognitive Services Speech Service to speech_recognition.py

speech_key, service_region = "speech key here", "service region here"

• Download Chrome
• Download Python
• Download Git
• Navigate to Command Prompt (Windows) or Terminal (MacOS) and run

curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py

python get-pip.py

At this point you should have all the required prerequisites to install the dependancies

Dependancies

• Navigate to Command Prompt (Windows) or Terminal (MacOS) and run

pip install --upgrade pip

pip install -r requirements.txt

At this point you almost have all the dependancies required to run the applicaiton, except these little devils

pip install -U spacy

python -m spacy download en_core_web_sm

At this point you should have all the dependancies required to run the application

Run the Application

Navigate to Command Prompt (Windows) or Terminal (MacOS) and run

git clone https://github.com/jr2021/k_means_group_culture.git

cd k_means_group_culture

• On Command Prompt run

set FLASK_APP=flaskr

set FLASK_ENV=development

• On Terminal run

export FLASK_APP=flaskr

export FLASK_ENV=development

• On Command Prompt and Terminal run

flask run

At this point you should see the following output in Command Prompt or Terminal

Serving Flask app "flaskr" (lazy loading)
 * Environment: development
 * Debug mode: on
 * Restarting with stat
 * Debugger is active!
 * Debugger PIN: 838-803-860
 * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)

• Navigate to http://127.0.0.1:5000/ in Chrome to load the application

Languages and Frameworks

• Python
• Flask
• Microsoft Azure Cognitive Speech Service
• Spacy
• scikit-learn
• Plotly
• JavaScript

Contributors

• Jake Robertson - Natural Language Processing
• Vishal Tiruveedi - Back End
• Dan Miguel Esponisa - Front End
• Sathvika Korandla - Natural Language Processing
• Paige Courtemanche - Front End

Data Flow