Personalized Assistance Find me at for python3, data science, pandas and visualization related mentoring, freelance work, and code review. Stack Overflow Answers If my answer helps you, please remember to vote it up or accept it. Here is a table of all my through 2021-12-16 From for data exploration of answers. Affiliations I have no affiliations to declare I am a user of many packages, and will include links to appropriate resource documentation and often, to , if the link is relevant to a question. Background I hold a B.S. in Electrical Engineering and my domain experience is hardware test engineering with an emphasis on automation and analytics. I learned python specifically for this application. Over the years, I have gravitated to applied data science and analytics It offers a broader market to apply my knowledge. I love using python I love organizing and visualizing data It`s interesting to extract meaning from the data I have a growth mindset and love learning. For exercise, I do spinning and weights. For fun, I read, and play D&D (2nd and 5th edition). Contact Feel free to connect with me on If an answer I`ve provided has helped you, please connect and endorse my skills. Some of my favorite python sites include the following: My Tools: Python Jupyter Lab Pandas PyCharm Matplotlib Numpy Bokeh Excel: there`s a lot of preexisting data ©