TL;DR — Uncover competitive insights from information and analytics using Federal contracting #opendata. Analyze > 100GB’s of US Federal spending open data with a few lines of Python code.
Previous Blog Post in this series can be found at this link.
Introduction
USAspending.gov is a valuable resource to inform business strategy and investment decisions for firms focused on the Federal contracting market. In my previous posts, I’ve highlighted how to wrangle the tens of gigabytes of Federal obligation transactions to mine valuable insights about the market.
This post will focus on understanding Department buying patterns for IT-related services. One of the…
TL;DR — Uncover competitive insights from information and analytics using Federal contracting #opendata. Analyze > 100GB’s of US Federal spending open data with a few lines of Python code.
Previous Blog Post in this series can be found at this link.
Python code and the jupyter notebook for this analysis is on Github here.
Introduction
Several of the most popular and influential HBR articles on business strategy explore the relationship between market share, market growth, and profitability. In this tenth blog in my series, I show you how you can use Federal spending open data (USAspending.gov) …
Gaining an Analytics Edge Using Federal Spending Open Data Series
Context
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
TL;DR — Analyze GB’s of US Federal spending data with a few lines of Python code. Uncover competitive insights from information and analytics.
Gaining an Analytics Edge Using Federal Spending Open Data Series
Context
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
TL;DR — Analyze GB’s of US Federal spending data with a few lines of Python code. Uncover competitive insights from information and analytics.
Introduction
In earlier Medium.com blog posts in this series…
Gaining an Analytics Edge Using Federal Spending Open Data Series
Context
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
TL;DR — Analyze GB’s of US Federal spending data with a few lines of Python code. Uncover competitive insights from information and analytics.
Previous Blog Post in this series: #6 USAspending.gov…
Gaining an Analytics Edge Using Federal Spending Open Data Series
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
TL;DR — Analyze GB’s of US Federal spending data with a few lines of Python code. Uncover competitive insights from information and analytics.
Introduction
In this post in my series on extracting…
Gaining an Analytics Edge Using Federal Spending Open Data Series
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
TL;DR — Analyze GB’s of US Federal spending data with a few lines of Python code
Introduction
For this fifth blog in the series, I will show you some examples of the…
Gaining an Analytics Edge Using Federal Spending Open Data Series
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
TL;DR — Analyze GB’s of US Federal spending data with a few lines of Python code
Introduction
For this fourth blog in my series, I will show you ways to process the…
Gaining an Analytics Edge Using Federal Spending Open Data Series
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
In my previous post in this series (#2 Automating the Information Gathering Process), I showed you how to download data using the USAspending.gov …
Blog #2 Automating the Information Gathering Process
Premise of this Blog Series: Publicly available “open data” sources and open-source technology analytics can provide information to reduce uncertainty when making critical business investment decisions.
Purpose: Demonstrate to executives how easy it is to access and analyze free, open-data sources and motivate them to expect more insight and context from their team when making crucial go/no-go investment decisions on bids and new offerings.
Scope: US Federal Contracting Market.
The following Python code automates the manual steps described in my first Medium.com post on this topic found here.
Open this link to start.
The code below can be found in this FREE Google Colab notebook where you can save a copy into your Google Drive and open the notebook and execute this code on…
Leif Ulstrup
Strategy, emerging technology, innovation, and management advisor https://www.primehookllc.com/about-us.html, https://www.american.edu/kogod/faculty/ulstrup.cfm
