Whirlpool - Quid Inc. Hubs/Public Narrative/Whirlpool.pdf · Whirlpool India Growth Lawsuits &...
Transcript of Whirlpool - Quid Inc. Hubs/Public Narrative/Whirlpool.pdf · Whirlpool India Growth Lawsuits &...
© 2017 Proprietary and confidential.
MAY 2017
WHIRLPOOL
P O W E R E D B Y
MAY 2017
The Company Narrative & Reputational Risk
WHIRLPOOL
EXECUTIVE SUMMARY 04
THE WHIRLPOOL CONVERSATION
• Sentiment
• Sentiment by cluster
05
SOCIAL SHARING
• By negative sentiment
08
SENTIMENT OVER TIME 09
TODAY’SAGENDA
C O M P A N YN A R R A T I V E
&
R E P U T A T I O N A LR I S K
67% of articles are positive• This67%focusesonproductenhancement,communityoutreach,andcharitabledonations.
13% of articles are negative• This13%focusesonrecentearningsannouncements,faultytumbledryers,andlawsuits/legalactionthat
Whirlpoolisinvolvedin.
While faulty dryers and earnings are the most popular negative articles…• Storiesaboutlawsuitsandlegalactionarethemostsociallyrelevantandsharedthemost.
Legal action + lawsuits pose the largest reputational risk to Whirlpool…• Therefore,bypreventinglegalaction,Whirlpoolcanpreventstoriesaboutfaultydryersormicrowavesfrom
becominghighlysociallysharedarticles.
EXECUTIVESUMMARY
W H I R L P O O L -
T H E C O N V E R S A T I O N
The conversation regarding Whirlpool spans several topics regarding Earnings, Charitable Giving, Product Recalls, andLegal Action
News article network with 712 stories. Colored by clusters. Sized by degree.
Earnings Analysis13% (93 Stories)
Earnings Estimates11% (85 Stories)
Technology Advancements6% (44 Stories)
Community Partnerships6% (43 Stories)
Faulty Tumble Dryers5.6% (40 Stories)
Charitable Donations5.6% (40 Stories)
Whirlpool India5.6% (40 Stories)
CESInnovation5.1%(36Stories)
Expansion & Job Growth4.6% (33 Stories)
Water Based Appliances4.5% (32 Stories)
Student & Veteran4.5% (32 Stories)
Overall Sector News4.2% (30 Stories)
Growth Analysis3.8% (27 Stories)
Sustainability Efforts3.7% (26 Stories)
Lawsuits & Legal Action3.5% (25 Stories)
International Trade2.8% (20 Stories)
New Position Appointments2.7% (19 Stories)
Microwave Recalls2.5% (18 Stories)
Jennifer Spragg/Pop-up Launch2.4% (17 Stories)
Whirlpool UK Appointments2.1% (15 Stories)
W H I R L P O O L -
T H E S E N T I M E N T
While sentiment regarding Whirlpool is overwhelmingly positive (67%), negative article represent 13% of the conversation and are focused primarily in topics around recent earnings and faulty tumble dryers
News article network with 712 stories. Colored by clusters. Sized by degree.
Earnings Analysis13% (93 Stories)
Earnings Estimates11% (85 Stories)
Technology Advancements6% (44 Stories)
Community Partnerships6% (43 Stories)
Faulty Tumble Dryers5.6% (40 Stories)
Charitable Donations5.6% (40 Stories)
Whirlpool India5.6% (40 Stories)
CES Innovation5.1% (36 Stories)
Expansion & Job Growth4.6% (33 Stories)
Water Based Appliances4.5% (32 Stories)
Student & Veteran4.5% (32 Stories)
Overall Sector News4.2% (30 Stories)
Growth Analysis3.8% (27 Stories)
Sustainability Efforts3.7% (26 Stories)
Lawsuits & Legal Action3.5% (25 Stories)
International Trade2.8% (20 Stories)
New Position Appointments2.7% (19 Stories)
Microwave Recalls2.5% (18 Stories)
Jennifer Spragg/Pop-up Launch2.4% (17 Stories)
Whirlpool UK Appointments2.1% (15 Stories)
Negative Clusters
W H I R L P O O L -
S E N T I M E N T x
C L U S T E R
Although recent Earnings Analysis present a majority of the negative articles, projections around future Earnings Estimates are the greatest positive articles for Whirlpool
News article network with 712 stories. Colored by clusters. Sized by degree.
Top Clusters for Negative Articles
Top Clusters for Positive Articles
Key Takeaways:
• Earnings projections and analysis dominate the majority of the conversation and represent polarizing sentiment in both the positive and negative realm
• In terms of actual company events, the positive sentiment associated with Whirlpool centers around recent Technology Advancements, Charitable Donations, and Community Partnerships
• The negative news surrounding Whirlpool is highly focused around recent Faulty Tumble Dryers, and recent Lawsuits & Legal Action (i.e. lawsuits around ”moldy washers” and “defective refrigerators”)
Social Sharing by Negative SentimentAlthough Faulty Tumble Tumble Dryers and Earnings present the most negative articles, Lawsuits and Legal Action articles are the most socially resonant articles – indicating legal stories tend to draw increased negative publicity
Lawsuits & Legal Action
Faulty Tumble Dryers
International Trade
Microwave Recall
Earnings Analysis
Whirlpool India Growth
Lawsuits & Legal Action are by far the most socially shared topic – Articles around class action lawsuits have driven the most social sharing
Faulty products and recalls are not as socially resonant, indicating that Whirlpool should remedy any product mishaps prior to legal action
Soci
al S
harin
g (S
um)
Publish Count (Sum)
N E G A T I V E A R T I C L E S O V E R T I M E
Earnings articles spike with each announcement, while over time the Faulty Tumble Dryer and Lawsuit stories have grown in popularity
Clusters
● Earnings Analysis 43%
● Faulty Tumble Dryers 16%
● Lawsuits & Legal Action 13%
● International Trade 13%
● Whirlpool India Growth 8.2%
● Microwave Recall 2.1%
● Overall Sector News 2.1%
● New Position Appointments 1.0%
Cou
nt
News article timeline with 97 stories. Colored by clusters.
APPENDIX
Similar nodes cluster together, and clusters are grouped by color. Each node represents a document.
Connections represent similar language used
across nodes
A bridging node between two clusters indicates the document is at an
intersection between two concepts.
Peripheral clusters could represent niche takes on the topic
Centrally located nodes are core concepts in the network and share language with many other nodes
Greater distance between clusters indicates a low number of inter-related documents
The density of a cluster indicates how similar or diverse the
nodes are within it
HOW TO READ A NETWORK
TEXT ANALYTICS BACKGROUND
Quid reads any text to identify key words, phrases,
people, companies and institutions.
Then Quid compares words from each document to
create links between them based on similar language.
Quid repeats the process at immense scale, producing a
network that shows how similar all the documents
are to one another.
© 2017 Proprietary and confidential.
P O W E R E D B Y
Quid is software that reads millions of documents and offers immediate insight by organizing that content visually. We power human intuition with machine intelligence, enabling organizations to make decisions that matter.
FOR MORE INFORMATION VIS IT QUID .COM OR
CONTACT US AT H [email protected]
FOLLOW US ON SOCIAL @QUID