├── .gitignore ├── Certificate ├── Data Analyst Certificate(Udacity).pdf ├── Data Science(Udacity).pdf └── Programming for Data Science with Python(Udacity).pdf ├── Proj#1 - NBA Data Wrangling & Exploration ├── .ipynb_checkpoints │ ├── Part I - NBA Web Scraping-checkpoint.ipynb │ ├── Part II - NBA Data Cleaning-checkpoint.ipynb │ └── Part III - NBA Data Exploration-checkpoint.ipynb ├── Part I - NBA Web Scraping.ipynb ├── Part II - NBA Data Cleaning.ipynb ├── Part III - NBA Data Exploration.ipynb ├── README.md └── data │ ├── advanced_stats_df.csv │ ├── avg_stats_df.csv │ ├── champions_df.csv │ ├── cleaned_avg_stats.csv │ ├── cleaned_total_stats.csv │ └── total_stats_df.csv ├── Proj#2 - Financial Youtube Data Analysis & Exploration ├── .ipynb_checkpoints │ └── Youtube_API-checkpoint.ipynb ├── README.md ├── Youtube_API.ipynb └── youtube_image.png ├── Proj#3 - London Crime Hypothesis Test ├── London Crime Hypothesis Testing Part II.ipynb ├── London Crime Hypothesis Testing.ipynb └── README.md ├── Proj#4 - Beer Project with R ├── Beer Project - Final (3).pptx ├── BeerProject.Rmd ├── README.md ├── codebook.Rmd ├── totalBeer.csv └── totalBrew.csv ├── Proj#5 - Airbnb_Modeling ├── Airbnb (Question 1)- Part II.ipynb ├── Airbnb (Question 2)- Part III.ipynb ├── Airbnb (Question 3&4)- Part IIII.ipynb ├── Airbnb - Part I.ipynb ├── README.md └── catboost_info │ ├── catboost_training.json │ ├── learn │ └── events.out.tfevents │ ├── learn_error.tsv │ └── time_left.tsv ├── Proj#6 - IBM Recommendation ├── README.md ├── Recommendations_with_IBM.ipynb ├── __pycache__ │ ├── project_tests.cpython-36.pyc │ └── project_tests.cpython-38.pyc ├── data │ ├── articles_community.csv │ └── user-item-interactions.csv ├── project_tests.py ├── top_10.p ├── top_20.p ├── top_5.p └── user_item_matrix.p ├── Proj#7 - Disaster Response Pipeline ├── README.md ├── app │ └── run.py ├── data │ ├── DisasterResponse.db │ ├── disaster_categories.csv │ ├── disaster_messages.csv │ └── process_data.py ├── models │ ├── classifier.pkl │ └── train_classifier.py ├── preparation │ ├── ETL Pipeline Preparation.ipynb │ ├── ETLPipelinePrep.db │ ├── ML Pipeline Preparation.ipynb │ ├── categories.csv │ └── messages.csv └── visuals │ ├── banner.png │ ├── dis. message cate.png │ └── dis. message genre.png ├── README.md └── Udacity Data Analyst Projects ├── Proj#1 - Movie Database Analysis ├── Movie_Database_Project.ipynb ├── README.md └── Work Cited.pdf ├── Proj#2 - Analyze Webpage A:B Test ├── .ipynb_checkpoints │ └── Analyze_ab_test_results_notebook-checkpoint.ipynb ├── Analyze_ab_test_results_notebook.ipynb ├── README.md ├── ab_data.csv └── countries.csv ├── Proj#3 - Twitter Data Wrangling & Analysis ├── .ipynb_checkpoints │ └── wrangle_act-checkpoint.ipynb ├── README.md ├── act_report.ipynb ├── image-predictions.tsv ├── tweet-json.txt ├── twitter-archive-enhanced.csv ├── twitter_archive_master.csv ├── wrangle_act.ipynb └── wrangle_report.ipynb ├── Proj#4 - Loans Exploratory Data Analysis ├── .ipynb_checkpoints │ └── Part_I_Exploration-checkpoint.ipynb ├── Part_I_Exploration.ipynb ├── README.md ├── prosperLoanData.csv ├── slide_deck.ipynb └── slide_deck.slides.html └── Proj#5 - SQL Movie Rental Analysis ├── README.md ├── dvd-rental-erd.pdf ├── dvdrental.tar ├── movie slide and visuals.pdf └── movie_insights.sql /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mr-Chang95/Portfolio/HEAD/.gitignore -------------------------------------------------------------------------------- /Certificate/Data Analyst Certificate(Udacity).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mr-Chang95/Portfolio/HEAD/Certificate/Data Analyst Certificate(Udacity).pdf -------------------------------------------------------------------------------- /Certificate/Data Science(Udacity).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mr-Chang95/Portfolio/HEAD/Certificate/Data Science(Udacity).pdf -------------------------------------------------------------------------------- /Certificate/Programming for Data Science with Python(Udacity).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mr-Chang95/Portfolio/HEAD/Certificate/Programming for Data Science with Python(Udacity).pdf -------------------------------------------------------------------------------- /Proj#1 - 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