For most people working with data for a significant amount of time, formatting raw data from different sources are both a reality and a pain. Today, I show different ways to format an un-formatted string that contains phone numbers using Python, and Excel. Our task is to format it (either for human-reporting, or consumption by […]
Category: Education
Sample Size (Contd.)
This is part of a 3-part series on the topic. Please read the posts in the order for maximum clarity and context: 1. Sample Size and Margin of Errors. Everything you need to know and ++ 2. Sample Size (Contd.) 3. Sample Size in Python In this blog, we’ll use actual numbers to determine […]
Sample Size and Margin of Errors. Everything you need to know and ++
I’m not a statistician by profession or training. However, I find it fascinating with even the basics under my belt and find plethora of statistic’s practical usage. Without it, we’re really ignorant. With it, we’re equipped but not always best educated either. I heard the phrase again and again, “Correlation does not equal causation!” and […]
Running code from within another code (Python)
Most of us who have done any programming know that virtually all languages allow you to execute another program from within a program. For example, you start your program, which may start another process (via calling Execute or the like) that’s a self-contained program by itself, resulting in another process or spawn another thread as […]
Analyzing NFL Quarterbacks Stats
Data Science in sports is a huge deal! Even though most professional sports teams have been using them as a core part of their strategy, it was relatively recently that it got much more attention in the NFL…as soon as Seahawks dedicated a team to analytics! As they blew out records in virtually all positions […]
Don’t always trust your brain!
Surely, you’ve seen a myriad of optical illusions on the internet. Some are funny, inexplicable, confusing, and there are some you may not have fallen for. I present one of my favorite ones here. Take a look at this image: Most likely, you’ll see different colors of sphere in the above image. Ranging from yellowish, […]
Need a baby name? Or just love data?
In either case, read on. I collected a dataset of poplular baby names from OpenData government site of City of New York ranging from 2011 through 2016…exactly 19,418 records. Original dataset view: What I want to do is find out: a) Most popular names b) Less popular names (or rare names used) c) Slice it […]
Solving Real-world crimes with Bayes Theorem
Today, I present a real-life problem that actually goes back many years in terms of the type of problem and method to tackle such. Here’s the scenario: There was a robbery and the software has identified the perpetrator to be black. The case goes to jury and they must decide with the help of the […]
Anatomy of a goal (part 2)
This is a continuation of the original soccer goal tracking chart and animation posted @: https://flyingsalmon.net/blog/?p=869 It’s recommended that you read that blog first for context. In this blog, I added actual players involved in that goal (denoted by their jersey and individual numbers). The players data are added as an addition series (much like […]
Behind every goal, there’s science. Anatomy of a goal (part1)
With the World Cup, Copa America underway, obviously I try to catch some games and follow the scores on matches I missed. The other day I noticed a chart on BBC site that showed charts with points plotted on a field where the ball had traveled on a particular game. This got me thinking, how […]