brandwatch masterclass: advanced query training

18
Advanced Query Training Brian Stump brianst@brandwatch.com | Tel: 347 834 9708 May 2014

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NY Masterclass Session, May 8

TRANSCRIPT

Page 1: Brandwatch Masterclass: Advanced Query Training

Advanced Query Training

Brian Stump [email protected] | Tel: 347 834 9708

May 2014

Page 2: Brandwatch Masterclass: Advanced Query Training

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Agenda

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– Our operators– Spam– Elements of a great query

Page 3: Brandwatch Masterclass: Advanced Query Training

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Operators

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22 Operators• “”• AND• OR• NOT• ()• ~• NEAR/x• NEAR/xf• hashtags:• at_mentions:• raw:• continent:• country:• state:• county:• city:• site:• url:• title:• author:• *• ?© 2014 Brandwatch | www.brandwatch.com

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Core Operators• “”• AND• OR• NOT• ()• ~• NEAR/x• NEAR/xf• hashtags:• at_mentions:• raw:• continent:• country:• state:• county:• city:• site:• url:• title:• author:• *• ?© 2014 Brandwatch | www.brandwatch.com

• Context• Relevancy• Exclusions

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Location Operators• “”• AND• OR• NOT• ()• ~• NEAR/x• NEAR/xf• hashtags:• at_mentions:• raw:• continent:• country:• state:• county:• city:• site:• url:• title:• author:• *• ?© 2014 Brandwatch | www.brandwatch.com

• Geo-Coordinates• Timezone• Location Text• Top-level Domains• Geo-IP

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Specialized Operators• “”• AND• OR• NOT• ()• ~• NEAR/x• NEAR/xf• hashtags:• at_mentions:• raw:• continent:• country:• state:• county:• city:• site:• url:• title:• author:• *• ?© 2014 Brandwatch | www.brandwatch.com

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Spam

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Page 9: Brandwatch Masterclass: Advanced Query Training

Types of Spam• Keyword stuffing / link spamming

Blog / scraped content spam

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Page 10: Brandwatch Masterclass: Advanced Query Training

Types of Spam, cont.• Twitter / FB spam-bots

© 2014 Brandwatch | www.brandwatch.com

Page 11: Brandwatch Masterclass: Advanced Query Training

Removing Spam• Spammers target some industries more: fashion, automotive, pharma,

cosmetics, finance – aspirational & consumer brands

• Instead of targeting individual authors or sites, target language:• Inappropriate language (“viagra”, “air jordan”, “porn”)• Calls to action (“see deals”, “click now”)• Aggressive language (“FOR SALE”)• Excessively repeated words (“deals deals deals”)• Authors with odd names (“user”, “admin”, “__iphone”)• Reseller language (“bids”, “$”)

© 2014 Brandwatch | www.brandwatch.com

Page 12: Brandwatch Masterclass: Advanced Query Training

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How to write a great query!

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Page 13: Brandwatch Masterclass: Advanced Query Training

Query Theory

Actual J.P. Morgan Chase Conversation

“Chase”

NOT (chase AND money)

“J.P. Morgan Chase”

1

2

3

© 2014 Brandwatch | www.brandwatch.com

Page 14: Brandwatch Masterclass: Advanced Query Training

Query Testing: First Steps• Start queries as simply as possible, check the last page.

Always test more!

Test in segmentsReview in dashboard

Try contextTry exclusions

Try both

If you have irrelevancy:

Try to refine your objective

Try the tips for relevancy

If your volume is too high:

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Page 15: Brandwatch Masterclass: Advanced Query Training

Steps to writing a good Query1. Define the search objective 2. Research the topic3. Construct and test in Brandwatch4. Review good proportion of results5. Check mentions in a dashboard6. Manual exclusions for clean samples7. Personal pronouns8. ‘Thinking’ terms for opinions (thought, consider, think etc..)

© 2014 Brandwatch | www.brandwatch.com

Page 16: Brandwatch Masterclass: Advanced Query Training

London Commuters

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Summary

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– Our operators are POWERFUL. Knowing when/how to use them is the KEY to getting good data.

– Spam is inevitable. But, you don’t have to let it ruin your data!

– Elements of a great query include KNOWING what you are looking for, TESTING for relevancy, and REFINING as you go.

Page 18: Brandwatch Masterclass: Advanced Query Training

Q&A

© 2014 Brandwatch | www.brandwatch.com