crude2refined
Mehrdad Yazdani
Recently Published
food-grade-decision-tree
demonstrating classification of food grades using simple decision tree model
HMP-dim-reductions
PCA on 250 healthy subjects from HMP
Dimensionality reduction of LS microbiome time series
Performing MDS and PCA on relative abundance tables of LS microbiome.
Introduction to Exploratory Data Analysis using Open Food Data
We introduce several sets of tools used in Exploratory Data Analysis (EDA) on the Open Food dataset prepared by Kaggle.
Exploratory Analysis of the Human Gut Microbiome
In this deck, we go over the microbiome data set that we are studying at Cal-it2 with Larry Smarr and Jurgen Schulze and go over an exploratory analysis of the data.
broadway_analysis
Broadway Data Analysis
Top 10 Tags on Broadway Ave
Top 10 Instagram tags along Broadway Ave for each neighborhood in NYC.
synthetic_clusters
Pitfalls and Principle Component Analysis
MDS of First PC for weather
First PC of PCA on weather data from weather stations in US from 2013. MDS shows the PCA for 365 days.