All articles with 'Analytics' Tag
How would you analyze data when you have lots of it? That is the inspiration for this series.
Let’s meet our data – Finance Industry Consumer Complaints
As part of open data initiatives, US government & Consumer Financial Protection Bureau maintain a list of all consumer complaints made against financial institutions (banks, credit unions etc.) You can download this data from the catalog page here. I have obtained the data on 1st of February, 2016. The download has 513,824 records. Each row contains one complaint.
In this and next two parts of the series, we are going to analyze these half a million complaints to find insights.Continue »
Here is a tricky problem often faced by accountants and finance professionals: Let’s say you have 5 customers. Each of them need to pay you some money. Instead of paying the total amount in one go, they paid you in 30 small transactions. The total amount of these transactions matches how much they need to pay you. But you don’t know which customer paid which amounts. How would you reconcile the books?
If you match the transactions manually, it can take an eternity – after all there are more than 931 zillion combinations (5^30).
This is where solver can be handy. Solver can find optimal solution for problems like this before you finish your first cup of coffee.Continue »
In the 30th session of Chandoo.org podcast, let’s learn how to uncover fraud in data.
What is in this session?
In the wake of hedge fund scams, accounting frauds and globalization, We, analysts are constantly second guessing every source of data. So how do you answer a simple question like, “am I being lied to?” while looking at a set of numbers your supplier has sent you.
That is our topic for this podcast session.
In this podcast, you will learn
- Quick announcements about 50 ways & 200k BRM
- Introduction to fraud detection
- 5 techniques for detecting fraud
- Benford’s law
- Auto correlation
- Discontinuity at zero
- Analysis of distribution
- Learning systems & decision trees
- Implementing these techniques in Excel
- A word of caution
Who is the most consistent of all?
Imagine you are a category manager at a large e-commerce company. Your site offers various products, but you don’t really make these products. You list products made by other vendors on your site. Every day, these vendors would send you invoices for the amount of product they have sold. Above is a snapshot of such invoices.
Looking at this list, you have a few questions.
- Who is the best seller?
- Who is the most active seller?
- Who is the most consistent seller?
- Which seller has fewest invoices?
Let’s go ahead and answer these using Excel. Shall we?Continue »
In the 20th session of Chandoo.org podcast, lets save some time.
What is in this session?
We all want to save time and stay productive. The obvious answer seems like using keyboard shortcuts. But they can only get you so far. So what about the real productive strategies? That is what we address in this podcast.
In this podcast, you will learn,
- 5 key areas of business analyst work – tracking, analysis, reporting, data management & modeling
- Time saving strategies for tracking
- for analysis
- for reporting
- for data management
- for modeling
Hi friends & readers of Chandoo.org,
I have an exciting and awesome new training program for you. 50 ways to analyze your data is aimed to give you critical data analysis & charting skills necessary for your success as an analyst (or manager). I want to make sure that this course offers you best content & value. I need your help in designing it. Please take a few minutes to read this short post & share your feedback.Continue »
In the 16th session of Chandoo.org podcast, lets review 3 very useful books for aspiring analysts.
What is in this session?
Analytics is an increasingly popular area now. Every day, scores of fresh graduates are reporting to their first day of work as analysts. But to succeed as an analyst?
By learning & practicing of course.
And books play a vital role in opening new pathways for us. They can alter the way we think, shape our behavior and make us awesome, all in a few page turns.
So in this episode, let me share 3 must have books for (aspiring) analysts.Continue »
There are beautiful, powerful & awesome charting examples all around us. Today, I want to show you how we can harness the power of Excel to create Analytical Charts.
To be frank, I do not know what to call these charts, so I choose the term Analytical Charts. But this is what I have in mind when I say Analytical charts:
A chart is analytical chart,
(1) If it is interactive
(2) It it can answer different questions by re-structuring same data differently
(You can win my latest Excel Dashboard Training kit free, read this post to find out how.)
Over at Jorge’s ExcelCharts blog, he started a very good discussion on Excel Dashboards: Who needs them anyway?.
Jorge has very good experience designing, working on and teaching about dashboards. So he uses all that skill to gaze in to a crystal ball, to understand who needs excel dashboards and why. In this post, I build on his argument and ask you the big question – “If you make or use Excel Dashboards, who are you?”Continue »
Almost an year ago, we had a memorable dashboard contest on Sales Dashboards. We got 32 beautiful, outstanding, well crafted entries and it was a lot of fun learning new tricks & meeting new members of our community. I am planning to have one more dashboard contest and I need your help.
I need you to suggest a topic for the contest (optional: and give some sample data)
Just drop a comment with your suggestions (and point to source data if any). We will have a dashboard contest on one of those topics.
Read the rest of this post to get some useful Excel related links.Continue »
Do you ever think about questions like this?
1) What is the maximum profit we can make?
2) What is the best way to schedule employees in shifts?
3) What the best combination of tasks we can finish in a given time?
You might have heard about Excel Solver tool while trying to find solutions to questions above. If you have never used Solver or have little idea about it, then this post and video are for you.Continue »
Removing duplicate data is like morning coffee for us, data analysts. Our day must start with it. It is no wonder that I have written extensively about it (here: 1, 2, 3, 4, 5, 6, 7, 8). But today I want to show you a technique I have been using to dynamically extract and sort […]Continue »
Some of you know that I run an online excel training program called Excel School. If you want to join, click here. Only 8 days left.
I run excel school mainly to meet new students, understand their problems and learn new ways to solve them. But, Excel School also presents me with an interesting analytics challenges. In this post, I will share 2 pivot table based analytic techniques I used just yesterday to answer few questions I had about Excel School sign-ups.
Watch this 15 min. video to see how I analyzed the dataContinue »
If anybody asks me what is the best function in excel I am drawn between Sumproduct and Data Tables, Both make handling large amounts of data a breeze, the only thing missing is the Spandex Pants and Red Cape!
How often have you thought of or been asked “I’d like to know what our profit would be for a number of values of an input variable” or “Can I have a graph of Profit vs Cost”
This post is going to detail the use of the Data Table function within Excel, which can help you answer that question and then so so much more.Continue »
Do you know you can group dates in pivot tables to show the report by week, month or quarter? I have learned this trick while doing analysis on a pivot table today. In this online lesson on pivot tables, I will teach you how to group dates in pivot tables to analyze the data by month, week, quarter or hour of day.Continue »