Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    unusual trading activity
    Signal Or Noise? A Decision Tree For Evaluating Unusual Trading Activity
    3 Min Read
    software developer using ai
    How Data Analytics Helps Developers Deliver Better Tech Services
    8 Min Read
    ai for stock trading
    Can Data Analytics Help Investors Outperform Warren Buffett
    9 Min Read
    media monitoring
    Signals In The Noise: Using Media Monitoring To Manage Negative Publicity
    5 Min Read
    data analytics
    How Data Analytics Can Help You Construct A Financial Weather Map
    4 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Dancing With Dirty Data Thanks to SAP Visual Intelligence
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Quality > Dancing With Dirty Data Thanks to SAP Visual Intelligence
AnalyticsData QualityData Visualization

Dancing With Dirty Data Thanks to SAP Visual Intelligence

Timo Elliott
Timo Elliott
2 Min Read
SHARE

bad data fixing

bad data fixing

Here’s my entry for the SAP Ultimate Data Geek Challenge, a contest designed to “show off your inner geek and let the rest of world know your data skills are second to none.” There have already been lots of great submissions with people using the new SAP Visual Intelligence data discovery product.

I thought I’d focus on one of the things I find most powerful: the ability to create visualizations quickly and easily even from real-life, messy data sources. Since it’s election season in the US, I thought I’d use some polling data on whether voters believe the country is “headed in the right direction.” There is lots of different polling data on this (and other topics) available at pollingreport.com.

More Read

Using historical data to justify BI investments – Part II
The Data Analytics of Hurricane Irene
The Cloud Can Help You Get Smarter, If You Let It
ABBA: Take a Chance on Me … Choose Performance Management in an Ailing Economy
IRS Internal Migration Data and Housing Bubble

Below you can see the data set I grabbed: as you can see, the polling date field is particularly messy, since it has extra letters (e.g. RV for “registered voter”), includes polls that were carried out over several days, and is not consistent (the month is not always included, sometimes spaces around the middle dash, sometimes not…).

poll data sample

If you take this data and try to paste it into Excel, it automatically converts numbers like “6/02” into the 2nd of June, further scrambling the analysis, so instead I put it directly into a text file.

excel scramble

To see how you can easily take the messy data and turn it into shareable analysis, I recorded a short demonstration of the steps involved:

If you’d like to try the product, you can download it for a free trial at sap.com/tryvisualintelligence. The product is undergoing very rapid iteration cycles, so please give your feedback and feature requests at the SAP Community Network Ideas Place.

Share and Enjoy

• Facebook • Twitter • Delicious • LinkedIn • StumbleUpon • Add to favorites • Email • RSS

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

0622cae5 f7d7 4f74 84b5 eabd1a823dca
How Data-Driven Grocery Recommendations Help Shoppers Eat Better With Less Effort
Big Data Exclusive
business recovering from data loss
How Data-Driven Businesses Protect MySQL Databases from Shutdown
Big Data Exclusive
ai driven task management
Reducing “Work About Work” with AI Task Managers
Artificial Intelligence Exclusive
data center uptime
Why Rodent-Resistant Conduits Are Critical for Data Center Uptime
Big Data Data Management Exclusive Risk Management

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Improvement Project for Services; Remember You’re Never Really Done

8 Min Read

Gapminder: Animating the World’s Data

3 Min Read

In-database analytics and Decision Management

8 Min Read

An Analytics Story Problem: When will two trains collide?

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?