Haolun's repositories
Amazon_Vine_Analysis
AWS Project: AWS RDS, PySpark, ETL, pgAdmin, SQL, Pandas.
belly-button-biodiversity
JavaScrip Project: JavaScript, HTML, CSS, Dashboard, json, Bootstrap.
bikesharing
Tableau Project: Tableau; Dashboard; Workbook; Tableau Story; Python; Panda.
Credit_Risk_Analysis
Supervised Machine Learning Project: imbalanced-learn; scikit-learn; RandomOverSampler; SMOTE; ClusterCentroids; SMOTEENN; BalancedRandomForestClassifier; EasyEnsembleClassifier.
election-analysis
Python Analysis Project: Load, Read and Export files; CSV Module; Write to txt. file; Loops; For Loops; If statement; Calculation; Determine; Formatting.
Pewlett-Hackard-Analysis
SQL Project: PostgreSQL, SELECT, ORDER BY, DISTINCT, WHERE, AND, BETWEEN, INNER JOIN, GROUP BY, COUNT
school-district-analysis
Python & Pandas Analysis Project: Read and external CSV into DataFrame; Retrieve data from DataFrame; Data cleaning; Merge, filter, slice and sort; groupby; loc; replace; bins&cut; function; calculation; create DataFrame; format DataFrame.
UFO-Analysis
JavaScript Project: JavaScript Basics; Building Webpages with JavaScript; JavaScript for Loops; Building Dynamic Tables; Build the HTML; CSS; Bootstrap.
kickstarter-analysis
Excel Analysis project: Pivot Table, Pivot Chart, Vlookup, COUNTIFS, Analysis Visualization.
Mapping_Earthquakes
JavaScript Leaflet project: GeoJSON; JavaScript; D3; Leaflet; Mapbox; API.
MechaCar_Statistical_Analysis
Statistics and R: R, linear Regression, Multiple Linear Regression, t-test, Summary Statistics, Study Design, ANOVA test
Mission-to-Mars
Web Scraping Project: NoSQL; HTML; BeautifulSoup; Splinter; web scraping; MongoDB; Flask; CSS; Bootstrap.
pyber_analysis
Matplotlib project: Merge DataFrame; groupby.(); Create DataFrame; pivot(); loc time range; resample(); object-oriented interface; multiple-line chart.
stock-analysis
Excel VBA project: Loops, Nested Loops, If-then statement, Arrays, Static Formatting, Conditional Formatting, Run Analysis for different years, Code Performance Measurement, Code Refactoring.
surfs_up
SQLite Project: SQLite; SQL Alchemy; Flask; Python.
world-weather-analysis
Python API project: Pandas; CityPy; Python Requests; APIs; JSON Traversals; try/except; Python functions; Matplotlib; Linear Regression; heatmaps, Google Maps API.