Posts – Sean Angiolillo

Categories

All (26)

DBI (3)

DT (1)

HDFS (1)

Hive (1)

Impala (1)

ML (2)

NLP (4)

PostGIS (1)

PostgreSQL (3)

RPostgres (2)

S3 (1)

SQL (7)

caret (2)

cartogram (2)

crosstalk (1)

data.table (1)

dbplyr (1)

dygraphs (1)

flask (1)

geofacet (1)

geogrid (2)

geospatial (6)

gganimate (3)

ggiraph (5)

ggplot2 (7)

gt (1)

leaflet (6)

mapdeck (1)

mapview (1)

mtcars (1)

open-data (2)

plotly (1)

pygal (1)

python (2)

r-packages (2)

regression (1)

relational database theory (1)

rpostgis (1)

rvest (2)

sf (9)

shiny (10)

shinydashboard (1)

tidycensus (2)

tidytext (1)

tidyverse (4)

tigris (2)

tmap (2)

My First Python Webapp

python

flask

SQL

A simple webapp working through the Head First Python textbook.

Window Functions and Parameterized SQL Queries

SQL

PostgreSQL

DBI

ggplot2

Practice with SQL window functions and parameterized queries from R using Olympics data.

Modern Big Data Analysis with SQL

SQL

Hive

Impala

S3

HDFS

An introduction to distributed SQL query engines like Hive and Impala.

Functional Dependencies and Relational Database Design

SQL

relational database theory

Determine functional dependencies to structure relations in third normal form.

Text Data in PostgreSQL

SQL

PostgreSQL

DBI

RPostgres

NLP

Use regular expressions and text analysis functions on India’s Independence day speeches.

PostgreSQL Database Design

SQL

PostgreSQL

DBI

RPostgres

Create a normalized SQL database from a CSV file of India’s Independence Day speeches.

An R Data Package for Indian Independence Day Speeches

NLP

open-data

r-packages

shiny

An R package including a dataset of full-text English renderings of Indian Independence Day speeches, delivered annually on 15 August since 1947.

An R Data Package for Preparing and Visualizing India-tagged Data from the NYT Article Search API

open-data

r-packages

shiny

leaflet

tidyverse

ggiraph

ggplot2

dygraphs

DT

gt

An R package to query the Article Search API of The New York Times for articles with an “India” location keyword. It also includes functions to prepare this data to be ready for analysis, as well as a shiny app to visualize the output dataset.

Working with Databases in R

SQL

dbplyr

sf

PostGIS

rpostgis

Use R to structure and query database tables of Indian census data.

Dashboards with shinydashboard & ggiraph

shiny

shinydashboard

sf

ggiraph

geospatial

Explore how access to electricity in India varies with respect to latrine access at state and district levels through a scatterplot, dumbbell plot and a bivariate bubble map.

Comparative Thematic Mapping with Mapdeck

shiny

mapdeck

sf

geospatial

Compare mapping styles like a choropleth, dot density map, proportional symbols map, and 3D choropleth using Indian electricity and latrine access data

Animated and Interactive Maps in R

tmap

sf

gganimate

mapview

leaflet

plotly

ggiraph

crosstalk

shiny

Tutorial for creating animated maps using packages like {tmap} and {gganimate} and interactive maps using packages like {ggiraph}, {mapview}, {leaflet} and {plotly}

Static Maps in R

tmap

sf

ggplot2

cartogram

geogrid

geofacet

Tutorial for creating static choropleths and cartograms using packages like {tmap}, {ggplot2}, {cartogram}, {geogrid} and {geofacet}

Spatial Subsetting in R

sf

leaflet

ggplot2

tidycensus

tigris

geospatial

Learn different topological relations to spatially subset data via the {sf} package

Interactive Choropleths with Shiny and Leaflet

sf

shiny

leaflet

ggplot2

geospatial

Explore electricity, latrine and water access data from the Indian Census

Zoom-Triggered Actions in Leaflet and Shiny

sf

leaflet

shiny

ggplot2

tigris

tidycensus

geospatial

Explore median household income data in the Delaware Valley at various levels of scope

Generate Choropleths and Cartograms in Shiny

sf

ggiraph

shiny

cartogram

geogrid

geospatial

Visualize India’s states through a range of geospatial representations

Plotting with Pygal

python

pygal

An introduction to Python’s Pygal plotting library

Mapping Walmart’s Growth

gganimate

Recreating a D3 visualization of Walmart’s US growth in R with {gganimate}

Text Mining: TF-IDF & Sentiment Analysis

tidytext

shiny

ggplot2

rvest

NLP

Tidy text analysis of India PM’s radio addresses in a shiny app

Animating Dosas

gganimate

leaflet

tidyverse

rvest

Scraping Saravana Bhavan’s web site to map restaurant locations in time and space

Exploring Campaign Contribution Data

tidyverse

ggiraph

Investigation and visualization of 2016 Presidential election campaign contributions in PA

Next Word Prediction

shiny

tidyverse

data.table

NLP

Next word prediction app in support of JHU Data Science Capstone on Coursera

Supervised Learning: Exercise Classification

caret

ML

Exploring the effectiveness of different ML models to classify motion data into exercise categories

Comparing Fuel Efficiency via Linear Regression

regression

mtcars

Using linear regression models to quantify the difference in fuel efficiency among automatic and manual transmission cars

Predicting Titanic Survival

caret

ML

My attempt at the classic Kaggle competition to predict survival on the Titanic