best practices

import

Business & Leadership Behaviors HLG Products & Functions Project Management Thoughts

The Importance of Condition

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' decoding='async'/>

by Anne Hale March 15, 2019

diff

Business & Leadership Behaviors

The Difference between an Application and a Solution

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' decoding='async'/>

by Anne Hale December 14, 2018

honesty

Business & Leadership Behaviors Random Thoughts

Honesty in Data AND in Business

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' decoding='async'/>

by Anne Hale August 30, 2018

pina

Business & Leadership Behaviors Project Management Thoughts

Piñatas, Marco Polo & Capture the Flag – Games or Models for Finding Data?

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale July 12, 2018

a penny for a benjamin

Business & Leadership Behaviors HLG Products & Functions Technical & Industry Thoughts

Is it Worth a Penny to Protect a Benjamin?

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale October 5, 2017

proj

Project Management Thoughts

Project Management Perspectives: Are You Ready?

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale July 27, 2017

Make It Easy

Business & Leadership Behaviors HLG Products & Functions Project Management Thoughts

If It’s Easy – It Gets Done

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale July 20, 2017

what about me?

Business & Leadership Behaviors Project Management Thoughts

What About Me?

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale June 30, 2017

Project Management is like Herding Cats

Project Management Thoughts Random Thoughts

Herding Cats – Some Thoughts from a Project Manager

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale May 25, 2017

Cleaning Your Data

Business & Leadership Behaviors HLG Products & Functions Technical & Industry Thoughts

Does Your Data Need Cleaning?

<img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' data-src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' data-srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo lazyload' height='80' width='80' loading='lazy' decoding='async' src='data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==' style='--smush-placeholder-width: 80px; --smush-placeholder-aspect-ratio: 80/80;' /><noscript><img alt='' src='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=80&d=mm&r=g' srcset='https://secure.gravatar.com/avatar/aa14da8d523787004bfe1fa827e8d2d4?s=160&d=mm&r=g 2x' class='avatar avatar-80 photo' height='80' width='80' loading='lazy' decoding='async'/>

by Anne Hale March 3, 2017