Python Mapping libraries Introduction
Written by sideprojects in Notes on Sat 16 March 2019. Tags: data analysis, GIS, python, cities,
Intro Tour of Python Mapping Libraries¶
There are several libraries for making spatial visualizations in python. This post creates similar maps of baltimore neighborhoods and grocery stores using several libraries:
Static
- geopandas default mapping (matplotlib)
Interactive:
- Altair (Vega)
- Folium (Leaflet)
Each sections starts from a geopandas dataframes, and has subsections walking through:
- Display Shape
- Plot a Choropleth
Presentation on Regular Expressions
Written by sideprojects in Notes on Thu 12 May 2016. Tags: regex, slides,
I created this presentation to introduce some colleagues to regular expressions.
Pandas Multi-index notes
Written by sideprojects in Notes on Sat 07 May 2016. Tags: data analysis, pandas,
Learning to use git effectively
Written by sideprojects in Notes on Fri 18 March 2016. Tags: links, learning, git,
I've used git & github for a while now, but there's always more to learn. These are the best resources that I've found over time for learning and becoming effective with git.
List of Datasources to Explore
Written by sideprojects in Notes on Sat 30 January 2016. Tags: links, datasources,
This is a list of public datasources that I've encountered over time, and think could be interesting to explore.
Roundup of Links (Part 1)
Written by sideprojects in Notes on Mon 18 January 2016. Tags: links, books,
This is a list of links and resources that I reference on a regular basis.
Presentation on Version Control
Written by sideprojects in Notes on Sun 10 January 2016. Tags: git, slides,
I created this presentation to encourage data analysts to consider using version control. I expalin the motivation for it, some of the terminology that you commonly hear, and share some tutorials.
Tips for Using Hive on EMR
Written by sideprojects in Notes on Sat 09 January 2016. Tags: hive, aws,
These are some notes on how to bring data from S3 into an Amazon Elastic MapReduce (EMR) cluster. Also some notes on setting up partitioned tables.
Working with Bipartite graph data in pandas
Written by sideprojects in Notes on Sun 20 December 2015. Tags: pandas, networks,
A simple example of how manipulate bipartite graphs using Pandas
Pelican Site Setup
Written by sideprojects in Notes on Sun 20 December 2015. Tags: pelican,
Resources used for creating this pelican site on github pages