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amino_acid_prediction

Predicting the distance matrix of amino acid sequences using KNN and LSTM. Please consult the final report for more information.

bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

bootstrapping_tdp_monthly_2021

This is the repo for storing my slides and code sample for the monthly talk at TDP (2021-02-24).

covidsocial

Python package for monitoring and distributing report about the social conversation and press release related to covid-19/coronavirus at Dan Klores Communications.

data_science_projects

My work related to data science, data visualization, or #TidyTuesday

fb_audience_analysis

Functions that retrieve audience information from FB Marketing API

fbrads

Analyze and manage Facebook ads from R using this client library to access their Marketing APIs

instagram_private_api

A Python library to access Instagram's private API.

jupyterlab

JupyterLab computational environment.

kickstarter

I analyzed 148,000 Kickstarter projects using Natural Language Processing techniques such as TFIDF (via quanteda, tm) to generate a model to predict readability and project success.

motherhood_penalty_taiwan

Sample data analysis for analyzing maternal earnings and motherhood penalty in Taiwan (topic of my M.A. Thesis). See the full draft here:

movie_recommendation_system

Movie recommendation system using content-based and collaborative filtering.

newspaper

News, full-text, and article metadata extraction in Python 3. Advanced docs:

nycfire

I mapping the fire incidents at New York City.

pollfish-functions

R package to create crosstabs for survey data from Pollfish

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

resume

Resume

sephora_ulta_scraper

Web scrappers for getting store geo-location information from Sephora and Ulta Beauty

social_conversation_tracking

Python project for monitoring social conversation around coronavirus and generating PowerPoint deck at DKC Analytics

social_media_api_tdp_monthly

My talk about utilizing social media API to target audience at Taiwanese Data Professionals monthly

taiwanese_identity_r_ladies

My talk involving data exploration about Taiwanese identity and inclination towards independence or unification with China (P.R.C) at R Ladies NYC

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tdp_workflow_talk

tidytuesday

📊 My contributions to the #TidyTuesday challenge

tidytuesday-1

Official repo for the #tidytuesday project

ussenators_network

I visualized the proximity between 100 Senators by extracting relationships from Twitter and using graph algorithms.

winterolympics

I visualize the country success in Winter Olympics.

yelp_lasvegas

A Shiny app for users to select different types of restaurants in Las Vegas. We also provided the insights for the review of restaurants.