Predicting the Housing Market with Buyer & Seller Psychology (Predictive Analytics Summit 2010)

•Download as PPTX, PDF•

2 likes•476 views

Presented by Scott Sambucci (Altos Research) at the IE Group's Predictive Analytics Summit, "Predicting the Housing Market with Buyer & Seller Psychology" reviews real-time and leading housing market indicators to predict future home prices.

Real Estate Business Economy & Finance

PREDICTIVE ANALYTICS SUMMIT
Scott Sambucci, Altos Research
November 2010 | San Francisco, CA

WHO, WHAT, WHERE, WHEN, WHY & HOW
• Altos Research
• Real-time housing market analytics
• 180+ metros, 20,000 zip codes
• What is happening & what will happen, not what
happened
• Wisdom of crowds
• The Active Market to forecast future market activity

APPLICATIONS OF REAL-TIME ANALYTICS

• Current Market Conditions
• Future Housing Prices
• Consumer Sentiment
• Mortgage Default Rates
• Financial Market

MIAMI CONDOS: MARKET IMPROVED IN 2009?

Did values really
moved higher?
The actives knew the
market was weak

PREDICTING FUTURE PRICES
SPCS20R Active Prices
205.00 $445,000

195.00
$425,000
185.00
$405,000
175.00

165.00 $385,000

155.00
$365,000
145.00
$345,000
135.00

125.00 $325,000

QE2 & THE HOUSING MARKET: SUPPLY & DEMAND
PROBLEM

MORTGAGES 60 DAYS DELINQUENT FOR THE
FIRST TIME

DELINQUENCIES PEAK AT MARKET TROUGH

New delinquencies
perfectly correlated to
market conditions

MORTGAGE DEFAULT RATES & MARKET CONDITIONS

New delinquencies
perfectly correlated to
market conditions

THE HOUSING MARKET & THE S&P 500
S&P 500 Active Prices
1,500.00 $415,000

1,400.00 $405,000
1,300.00 $395,000
1,200.00
$385,000
1,100.00
$375,000
1,000.00
$365,000
900.00
$355,000
800.00

700.00 $345,000

600.00 $335,000

500.00 $325,000

CONTACT
Scott Sambucci, VP Data Analytics
Altos Research
www.altosresearch.com
(415) 931-7942
scott@altosresearch.com
http://blog.altosresearch.com
@scottsambucci

PROPERTY TAXES

http://macroblog.typepad.com/macroblog/2010/10/real-estate-and-municipal-revenue.html

Recently uploaded

Aishwaryam Codename Fashion At Tathawade, Pune - PDF.pdf

monikasharma630

Discover the allure of Unique NIBM Pune, where luxury meets convenience. Experience the charm of stylishly designed and newly launched 2 & 3 BHK apartments. Located in the prime area of NIBM, Pune, enjoy easy access to schools, hospitals, and shopping centers. With amenities like a gymnasium, swimming pool, and clubhouse, elevate your living experience at a unique Project In NIBM. Indulge in a life of comfort and opulence. For More info Visit:- unique.developerprojects.in

Unique NIBM Flat In Pune E-Brochure.pdf

ManishSaxena95

Uk Property Rental Market Guide by region 2024

AskXX.com

Welcome to Ramada Hotels and Suites, an exceptional real estate venture located on the Asian side of Istanbul, directly opposite Sabiha Gökçen International Airport. Spanning 8,800 square meters, this prestigious development offers a unique blend of luxury, convenience, and investment potential in the vibrant district of Pendik. Ramada Hotels and Suites comprises four distinctive blocks, each meticulously designed to cater to diverse needs and preferences. Block A and Block B1 house the esteemed Ramada Hotels and Suites, promising unparalleled hospitality and world-class amenities. Meanwhile, Block C hosts a cutting-edge medical complex specializing in medical tourism, offering premier services in plastic surgery, dental care, and hair transplant surgery. Additionally, Block B2 features modern commercial office spaces, perfect for businesses seeking a strategic and accessible location. At the heart of this project lies a sprawling conference hall and a 5,000 square meter service entertainment center, providing all the luxuries and conveniences one would expect from a 5-star hotel. Why invest in Ramada Hotels and Suites? Firstly, by aligning with the globally renowned Ramada brand, investors are guaranteed exceptional quality and global recognition. Moreover, the project’s strategic location directly opposite Sabiha Gökçen International Airport ensures unrivaled convenience and accessibility for travelers and businesses alike. Furthermore, with the medical tourism industry valued at $1.2 billion in 2021, Ramada medical complex presents a lucrative opportunity to tap into this burgeoning market, attracting international clientele seeking top-tier medical procedures and treatments. Ramada Hotels stands out for its strategic proximity, mixed-use development concept, and high-quality amenities. Situated across from one of Istanbul’s major airports, the project offers high visibility and constant footfall, making it an ideal investment opportunity. Whether you’re looking for a luxurious hotel stay, cutting-edge medical services, or prime commercial office space, Ramada Hotels delivers on all fronts. Invest in Ramada Hotels and Suites today and secure your stake in this extraordinary venture. Contact us now to explore investment opportunities and become part of Istanbul’s premier real estate development. https://listingturkey.com/property/ramada-hotels-and-suites/

FGM RAMADA PENDIK CATALOG Listing Turkey

Listing Turkey

based in Thane, Maharashtra, is a new generation Scaffolding, We are currently manufacturing number of products such as Cuplok System, M.S and G.I. Prop, Acrow span, Base Jack, U Head Jack Walkway Planks, Ladder, Cantilever Frame, Shuttering Plates and all items related to structural development. We are also using of higher strength as per the customer requirements. Laxmi Scaffolding esides export is also into the domestic market & is supplying their product to various mega projects undertaken by many reputed construction houses in india. We also specialize in designing & supplying of scaffolding for refectories, boliers and cement plant. Laxmi Scaffolding b We are poised for major growth, based on our capability, confidence and co-operation given to us by our customers along with their support which has helped us to reach our targeted goals

CBMSQUARE PVT LIMITED shd2idh2ih2hsk1js1j

connect64

Purvanchal Group is revolutionizing the landscape with the Skyline Vista Project in Noida Expressway Sector 94, crafting visionary environments that define tomorrow. With our prowess as both a real estate developer and contractor, our footprint spans vast horizons. As contractors, Purvanchal Group - have erected 12 million square feet of transformative spaces, while as developers. Purvanchal Group has delivered another 11 million square feet of innovation. https://purvanchal-projects.in/ Purvanchal Skyline Vista Take round Projects as a real state founder Purvanchal Projects take pride in the unbelievable developments it built a Purvanchal Group-inspiring project that laid the sub-structure for a better leisurely lifestyle in Noida, Greater Noida, Delhi NCR and Lucknow.

Purvanchal Skyline Vista Noida Expressway Sector 94

vivekpalprc

Understanding the Dholera Price Trend An In-depth Analysis.pdf

Shivgan Infratech

VTP Dhanori is an upscale residential complex in Pune's vibrant city. This highly sought-after property presents an array of exquisite 12and 3-bedroom apartments, each exuding luxury and sophistication. Residents can indulge in a wide range of premium amenities, including an elegant clubhouse, a refreshing swimming pool, a state-of-the-art gym, meticulously manicured gardens, a dedicated children's play area, and 24/7 security for a tranquil and secure living experience. For More Details Visit Here: www.developerprojects.in/vtp

VTP Dhanori Pune Residential Apartment Brochure.pdf

sabhyara24

Top^Clinic ^%[+27785538335__Safe*Abortion Pills For Sale In Ebony park tembisa

doctorjoe1984

Edenic Parth Kiona Hinjewadi, Pune - PDF.pdf

monikasharma630

Godrej Shettigere - Embrace Tranquil Luxury in North Bangalore's Premier Vill...

JagadishKR1

MI NOVA 6+6 LED SURGICAL LIGHTS Morbros India

Morbros India

Shapoorji Pallonji Helius stands as a breathtaking new addition to the prestigious Shapoorji Joyville Sensorium in Hinjewadi Phase 1, Pune. This magnificent tower showcases an exquisite selection of upscale 2 and 3-bedroom apartments, each thoughtfully crafted to offer a lavish and indulgent living experience. Residents can immerse themselves in a wealth of lifestyle amenities, including state-of-the-art fitness centers, inviting swimming pools, and elegantly designed communal spaces perfect for socializing and unwinding in style. For More Details Visit: shapoorjipallonji.developerprojects.in

Shapoorji Pallonji Helius Pune Brochure.pdf

sabhyara24

Exploring Vernacular Architecture with Pune's Renowned Architects.pdf

Smartspace Architects

Purva Kensho Hills Sarjapur Bangalore.pdf.pdf

kratirudram

Real Estate Secrets To Success In Commercial Real Estate Investing 2024. Exclusive Details and Step By Step Information Navigation To Profitable Success In Real Estate. This Study PDF has a great amount of detail needed for navigating the world of commercial real estate. Reading this will only make you stronger, faster, and ready to take on the game. Real Estate is Booming. Find out where to get involved! Thank you for consideration purchasing out PDF! We look forward to providing more useful information regarding real estate and investing of sub niche category in the near future! Take Time To Read: Plan, Create, Explore, Expand, Conquer.

Investing-In-Commercial-Real-Estate-2024

loganpheaberlin

Berkshire Hathaway HomeServices Homsale Realty's May '24 sales meeting covering the following topics: 1. Loanopoly (Homesale Mortgage), 2. Estates, POA's and Trusts (Homesale Settlement Services), 3. Why insurance premiums are rising (Homesale Insurance), 4. Sunshine Kids Golf Fundraiser, 5. License renewal deadline - 05/31/24, 6. Mastering Listings workshops, 7. Marketing proposals and CMA offerings, 8. Know the Code - Free Speech, 9. Real Estate's Hot Chaos Summer, 10. 2024 Berkshire Hathaway HomeServices Real Estate Report, 11. Improvise, Adapt, Overcome

Improvise, Adapt, Overcome - Sales Meeting, May '24

Tom Blefko

Welcome to Ashiana Vatsalya – a distinguished senior living community redefining the concept of retirement in Chennai. More than just a retirement home, Ashiana Vatsalya promises a haven of tranquility, community, and natural beauty. Nestled within Chennai's renowned MWC, with 4.8 acres of lush greenery, it offers an ideal setting for a serene retirement, reflecting Ashiana's esteemed reputation as a leading provider of senior living solutions nationwide. With exceptional views from higher floors and surrounding rolling hills, Ashiana Vatsalya embodies the essence of peaceful retirement living. Conveniently located near the city center, Ashiana Vatsalya fosters a vibrant lifestyle while offering a holistic living experience. Its meticulously designed landscape features cultural, recreational, and wellness spaces tailored for seniors and their families. From captivating sculptures at the entrance to tropical swimming pools, acupressure pathways, and outdoor gyms, every corner invites leisure and celebration. Visit Ashiana Vatsalya today, where the dream of an extraordinary retirement becomes a vibrant reality!

Ashiana Vatsalya Senior Living Mahindra World City, Chennai

svrishavraj

Diego Marynberg is a distinguished expert in both real estate and finance, boasting a career spanning over three decades. With unparalleled expertise in market analysis, investment strategies, and asset management, Diego has left an indelible mark in the industry. His journey from Buenos Aires to global financial hubs like New York and London has enriched his perspective and honed his skills. Diego's academic background in economics and accounting, coupled with a Master's in Economy, underscores his commitment to excellence. Known for his client-centric approach, Diego crafts personalized strategies tailored to meet each client's unique needs, ensuring optimal results. Transparency, integrity, and a relentless pursuit of excellence are the hallmarks of Diego's professional ethos. Beyond his professional achievements, Diego is deeply involved in philanthropy, particularly in Israel, where he serves on the boards of prestigious institutions and contributes to various social welfare programs. Diego Marynberg's expertise in real estate and finance, coupled with his dedication to community service, make him a trusted advisor and a respected figure in the industry.

Diego Marynberg: Mastering the Real Estate and Finance Landscape

Diego Marynberg

Discover the epitome of contemporary living nestled within the heart of Istanbul's vibrant Tuzla district at FGM Gloria. As a premier residential development by FGM YAPI, Gloria offers an unparalleled fusion of modern comfort, stunning design, and convenient amenities, ensuring a lifestyle of utmost luxury and convenience for its residents. Spread across a sprawling 57,800 square meters of prime real estate, FGM Gloria boasts 325 meticulously crafted apartments, each designed to exceed the highest standards of quality and elegance. With a starting price of $213,000 and flexible installment options spanning 36 months, owning your dream home has never been more attainable. Gloria isn't just a place to live; it's a community designed to enhance every aspect of your life. Immerse yourself in lush green spaces, unwind at the state-of-the-art fitness center, or indulge in relaxation at the luxurious spa salon and traditional Turkish Hamam. For families, there's a dedicated children's playroom, ensuring endless entertainment for the little ones. Sports enthusiasts will delight in the array of recreational facilities available, including a basketball court, football field, and children's playground, providing ample opportunities for outdoor enjoyment. And when it's time to cool off, residents can take a refreshing dip in the heated summer pool or unwind in the sauna. Conveniently located with easy access to major transportation routes, educational institutions, and shopping centers, FGM Gloria offers the perfect balance of tranquility and urban connectivity. Whether you're seeking a peaceful retreat or a bustling city lifestyle, Gloria provides the ideal setting to live, work, and play. Don't miss your chance to be a part of this exclusive community. Contact us today to schedule a viewing and experience the unparalleled luxury of FGM Gloria for yourself. Your dream home awaits in Istanbul's most coveted address.

FGM Gloria Tuzla Istanbul - Listing Turkey

Listing Turkey

Recently uploaded (20)

Aishwaryam Codename Fashion At Tathawade, Pune - PDF.pdf

Unique NIBM Flat In Pune E-Brochure.pdf

Uk Property Rental Market Guide by region 2024

FGM RAMADA PENDIK CATALOG Listing Turkey

CBMSQUARE PVT LIMITED shd2idh2ih2hsk1js1j

Purvanchal Skyline Vista Noida Expressway Sector 94

Understanding the Dholera Price Trend An In-depth Analysis.pdf

VTP Dhanori Pune Residential Apartment Brochure.pdf

Top^Clinic ^%[+27785538335__Safe*Abortion Pills For Sale In Ebony park tembisa

Edenic Parth Kiona Hinjewadi, Pune - PDF.pdf

Godrej Shettigere - Embrace Tranquil Luxury in North Bangalore's Premier Vill...

MI NOVA 6+6 LED SURGICAL LIGHTS Morbros India

Shapoorji Pallonji Helius Pune Brochure.pdf

Exploring Vernacular Architecture with Pune's Renowned Architects.pdf

Purva Kensho Hills Sarjapur Bangalore.pdf.pdf

Investing-In-Commercial-Real-Estate-2024

Improvise, Adapt, Overcome - Sales Meeting, May '24

Ashiana Vatsalya Senior Living Mahindra World City, Chennai

Diego Marynberg: Mastering the Real Estate and Finance Landscape

FGM Gloria Tuzla Istanbul - Listing Turkey

Featured

https://www.hubspot.com/state-of-marketing · Scaling relationships and proving ROI · Social media is the place for search, sales, and service · Authentic influencer partnerships fuel brand growth · The strongest connections happen via call, click, chat, and camera. · Time saved with AI leads to more creative work · Seeking: A single source of truth · TLDR; Get on social, try AI, and align your systems. · More human marketing, powered by robots

2024 State of Marketing Report – by Hubspot

Marius Sescu

ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!

Everything You Need To Know About ChatGPT

Expeed Software

Product Design Trends in 2024 | Teenage Engineerings

Pixeldarts

Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits. To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups. Technology For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did. While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis. Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad. Age and Gender When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same. Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers. Race Affects Attitudes As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).

How Race, Age and Gender Shape Attitudes Towards Mental Health

ThinkNow

AI Trends in Creative Operations 2024 by Artwork Flow.pdf

marketingartwork

Skeleton Culture Code

Skeleton Technologies

PEPSICO Presentation to CAGNY Conference Feb 2024

Neil Kimberley

Content Methodology: A Best Practices Report (Webinar)

contently

How to Prepare For a Successful Job Search for 2024

Albert Qian

A report by thenetworkone and Kurio. The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).

Social Media Marketing Trends 2024 // The Global Indie Insights

Kurio // The Social Media Age(ncy)

The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands. It’s important that you’re ready to implement new strategies in 2024. Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024. You’ll learn: - The latest trends in AI and automation, and what this means for an evolving paid search ecosystem. - New developments in privacy and data regulation. - Emerging ad formats that are expected to make an impact next year. Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape. If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.

Trends In Paid Search: Navigating The Digital Landscape In 2024

Search Engine Journal

From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world. With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively. The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage. Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience. See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers See the original article on Forbes here: http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b

5 Public speaking tips from TED - Visualized summary

SpeakerHub

Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world. Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance. For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age. Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.

ChatGPT and the Future of Work - Clark Boyd

Clark Boyd

Getting into the tech field. what next

Tessa Mero

Google's Just Not That Into You: Understanding Core Updates & Search Intent

Lily Ray

How to have difficult conversations

Rajiv Jayarajah, MAppComm, ACC

Introduction to Data Science

Christy Abraham Joy

Time Management & Productivity - Best Practices

Vit Horky

The six step guide to practical project management If you think managing projects is too difficult, think again. We’ve stripped back project management processes to the basics – to make it quicker and easier, without sacrificing the vital ingredients for success. “If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.” Dr Andrew Makar, Tactical Project Management

The six step guide to practical project management

MindGenius

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

RachelPearson36

Featured (20)

2024 State of Marketing Report – by Hubspot

Everything You Need To Know About ChatGPT

Product Design Trends in 2024 | Teenage Engineerings

How Race, Age and Gender Shape Attitudes Towards Mental Health

AI Trends in Creative Operations 2024 by Artwork Flow.pdf

Skeleton Culture Code

PEPSICO Presentation to CAGNY Conference Feb 2024

Content Methodology: A Best Practices Report (Webinar)

How to Prepare For a Successful Job Search for 2024

Social Media Marketing Trends 2024 // The Global Indie Insights

Trends In Paid Search: Navigating The Digital Landscape In 2024

5 Public speaking tips from TED - Visualized summary

ChatGPT and the Future of Work - Clark Boyd

Getting into the tech field. what next

Google's Just Not That Into You: Understanding Core Updates & Search Intent

How to have difficult conversations

Introduction to Data Science

Time Management & Productivity - Best Practices

The six step guide to practical project management

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Predicting the Housing Market with Buyer & Seller Psychology (Predictive Analytics Summit 2010)

1. PREDICTIVE ANALYTICS SUMMIT Scott Sambucci, Altos Research November 2010 | San Francisco, CA

2. WHO, WHAT, WHERE, WHEN, WHY & HOW • Altos Research • Real-time housing market analytics • 180+ metros, 20,000 zip codes • What is happening & what will happen, not what happened • Wisdom of crowds • The Active Market to forecast future market activity

3. APPLICATIONS OF REAL-TIME ANALYTICS • Current Market Conditions • Future Housing Prices • Consumer Sentiment • Mortgage Default Rates • Financial Market

4. MISLEADING NATURE OF TRANSACTION PRICES

5. MIAMI CONDOS: MARKET IMPROVED IN 2009? Did values really moved higher? The actives knew the market was weak

6. PREDICTING FUTURE PRICES SPCS20R Active Prices 205.00 $445,000 195.00 $425,000 185.00 $405,000 175.00 165.00 $385,000 155.00 $365,000 145.00 $345,000 135.00 125.00 $325,000

7. QE2 & THE HOUSING MARKET: SUPPLY & DEMAND PROBLEM

8. CONSUMER SENTIMENT & HOUSING

9. MORTGAGES 60 DAYS DELINQUENT FOR THE FIRST TIME

10. FICO & LTVS – BECOMING IRRELEVANT

11. DELINQUENCIES PEAK AT MARKET TROUGH New delinquencies perfectly correlated to market conditions

12. MORTGAGE DEFAULT RATES & MARKET CONDITIONS New delinquencies perfectly correlated to market conditions

13. THE HOUSING MARKET & THE S&P 500 S&P 500 Active Prices 1,500.00 $415,000 1,400.00 $405,000 1,300.00 $395,000 1,200.00 $385,000 1,100.00 $375,000 1,000.00 $365,000 900.00 $355,000 800.00 700.00 $345,000 600.00 $335,000 500.00 $325,000

14. CONTACT Scott Sambucci, VP Data Analytics Altos Research www.altosresearch.com (415) 931-7942 scott@altosresearch.com http://blog.altosresearch.com @scottsambucci

15. PROPERTY TAXES http://macroblog.typepad.com/macroblog/2010/10/real-estate-and-municipal-revenue.html

Predicting the Housing Market with Buyer & Seller Psychology (Predictive Analytics Summit 2010)

Recommended

Recommended

More Related Content

Recently uploaded

Recently uploaded (20)

Featured

Featured (20)

Predicting the Housing Market with Buyer & Seller Psychology (Predictive Analytics Summit 2010)