The document analyzes key economic indicators and industry structure for North Carolina. It shows that in 2013, North Carolina's largest industries by employment share were trade/transportation/utilities (19%), government (16%), and manufacturing (13.6%). It also provides data on employment growth, wages, housing permits, prices, and delinquency rates to compare North Carolina's economic performance to national trends from 2003 to 2014.
2014 Economic Outlook (Michael Brown, Wells Fargo)PublicFinanceTV
"Economic Outlook for 2014 and Beyond" presented by Michael Brown, Economist with Wells Fargo Securities, on December 13, 2013, at the Winter 2013 NCLGBA Conference, Asheville, NC.
2014 Economic Outlook (Michael Brown, Wells Fargo)PublicFinanceTV
"Economic Outlook for 2014 and Beyond" presented by Michael Brown, Economist with Wells Fargo Securities, on December 13, 2013, at the Winter 2013 NCLGBA Conference, Asheville, NC.
Mark Vitner, managing director and senior economist at Wells Fargo, keynoted the 2014 Economic Outlook Briefing, describing trends and the latest economic issues facing the nation and the region.
Based in Charlotte, Vitner writes for the company’s Monthly Economic Outlook report, the Weekly Economic & Financial Commentary, and also provides regular updates on the housing markets, commercial real estate, regional economies, and inflation. Vitner’s commentary has been featured in the New York Times, Wall Street Journal, and Bloomberg, among other publications.
In addition to Vitner’s economic forecast, briefing attendees heard the results of the Chamber’s annual Economic Conditions Survey, an online survey that gauges our community’s thoughts on the current economy based on Chamber member response.
Dr. Stephen J. Fuller of George Mason University's Center for Regional Analysis gave a presentation to the Democratic Business Council of Northern Virginia (DemBiz.org) on April 18, 2014. These are the updated slides from the presentation.
The presentation from Dr. Joseph Von Nessen given at the Charleston Trident Association of Realtors' annual Residential Market Update. This presentation reviews residential real estate activity in the Charleston, SC MSA in 2016 and offers a look forward to 2017.
With 164,000 net new jobs, employment growth in April 2018 maintained the year's solid pace. Growth was spread across industries, although professional services emerged as a clear leader during the month, accounting for roughly one-third of all gains.
A slight drop to the civilian labor force spread to both employment and unemployment figures, driving down unemployment to a new low of 3.9 percent.
The Economy: Getting Through The Recession (updated)Savannah Whaley
We are in a deep and protracted recession that began in the fourth quarter of 2007. It began in housing and has spread through the entire U.S. and overseas economies. Economic weakness has intensified through 2008 and will worsen through the first half of 2009.
The unemployment rate dropped slightly to 4.7 percent, but employers added 235,000 new jobs in February, continuing January's strong employment momentum.
U.S. employment rate data and trends April 2014JLL
The U.S. economy rebounded in April. It added 288,000 jobs, the highest one-month net change since January 2012, and saw unemployment decline 40 basis points to 6.3 percent, the lowest rate during the recovery so far. The labor force is expected to reach its previous peak in May, as only 113,000 jobs are needed to do so.
At the subsector level, growth was diverse, with all but two components (information, and transportation and warehousing) recording monthly expansion.
See details on the data, including demographic, geographic and industry breakdowns, in this report featuring research from the Bureau of Labor Statistics and JLL.
U.S. employment rate data and trends: March 2014JLL
The U.S. economy added 192,000 jobs in March, a reversal from three months of slowing growth. Unemployment remained stable at 6.7 percent, but improved confidence increased the number of people looking for work. Total unemployment remains above historic norms at 12.7 percent, but 95 percent of jobs have been recovered since the recession. Positive signs include March growth being evenly distributed across industries and spreading more geographically. We expect continued positive momentum throughout 2014.
See details on the data, including demographic, geographic and industry breakdowns, in this report featuring research from the Bureau of Labor Statistics and JLL.
Spring 2015 Economic Update: Ups & Downs in AmericaPublicFinanceTV
"Spring 2015 Economic Update: Ups & Downs in America," presented by Kenneth Hutner, webinar of the American Society for Public Administration, hosted May 5, 2015.
Mark Vitner, managing director and senior economist at Wells Fargo, keynoted the 2014 Economic Outlook Briefing, describing trends and the latest economic issues facing the nation and the region.
Based in Charlotte, Vitner writes for the company’s Monthly Economic Outlook report, the Weekly Economic & Financial Commentary, and also provides regular updates on the housing markets, commercial real estate, regional economies, and inflation. Vitner’s commentary has been featured in the New York Times, Wall Street Journal, and Bloomberg, among other publications.
In addition to Vitner’s economic forecast, briefing attendees heard the results of the Chamber’s annual Economic Conditions Survey, an online survey that gauges our community’s thoughts on the current economy based on Chamber member response.
Dr. Stephen J. Fuller of George Mason University's Center for Regional Analysis gave a presentation to the Democratic Business Council of Northern Virginia (DemBiz.org) on April 18, 2014. These are the updated slides from the presentation.
The presentation from Dr. Joseph Von Nessen given at the Charleston Trident Association of Realtors' annual Residential Market Update. This presentation reviews residential real estate activity in the Charleston, SC MSA in 2016 and offers a look forward to 2017.
With 164,000 net new jobs, employment growth in April 2018 maintained the year's solid pace. Growth was spread across industries, although professional services emerged as a clear leader during the month, accounting for roughly one-third of all gains.
A slight drop to the civilian labor force spread to both employment and unemployment figures, driving down unemployment to a new low of 3.9 percent.
The Economy: Getting Through The Recession (updated)Savannah Whaley
We are in a deep and protracted recession that began in the fourth quarter of 2007. It began in housing and has spread through the entire U.S. and overseas economies. Economic weakness has intensified through 2008 and will worsen through the first half of 2009.
The unemployment rate dropped slightly to 4.7 percent, but employers added 235,000 new jobs in February, continuing January's strong employment momentum.
U.S. employment rate data and trends April 2014JLL
The U.S. economy rebounded in April. It added 288,000 jobs, the highest one-month net change since January 2012, and saw unemployment decline 40 basis points to 6.3 percent, the lowest rate during the recovery so far. The labor force is expected to reach its previous peak in May, as only 113,000 jobs are needed to do so.
At the subsector level, growth was diverse, with all but two components (information, and transportation and warehousing) recording monthly expansion.
See details on the data, including demographic, geographic and industry breakdowns, in this report featuring research from the Bureau of Labor Statistics and JLL.
U.S. employment rate data and trends: March 2014JLL
The U.S. economy added 192,000 jobs in March, a reversal from three months of slowing growth. Unemployment remained stable at 6.7 percent, but improved confidence increased the number of people looking for work. Total unemployment remains above historic norms at 12.7 percent, but 95 percent of jobs have been recovered since the recession. Positive signs include March growth being evenly distributed across industries and spreading more geographically. We expect continued positive momentum throughout 2014.
See details on the data, including demographic, geographic and industry breakdowns, in this report featuring research from the Bureau of Labor Statistics and JLL.
Spring 2015 Economic Update: Ups & Downs in AmericaPublicFinanceTV
"Spring 2015 Economic Update: Ups & Downs in America," presented by Kenneth Hutner, webinar of the American Society for Public Administration, hosted May 5, 2015.
ASPA Webinar: Challenges and Opportunities in State & Local BudgetingPublicFinanceTV
Slides for "Challenges and Opportunities in State & Local Budgeting" webainar, presented December 9, 2014, by Association for Budgeting & Financial Management and American Society for Public Administration
Bridging the Gap between Politics & Administration (John Nalbandian)PublicFinanceTV
Slides for "Bridging the Gap between Politics & Administration" workshop by John Nalbandian. Presented at Winter 2014 NCLGBA Conference on December 10, 2014.
Catawba County Sales Tax Referendum PresentationPublicFinanceTV
Presentation on adoption of sales tax referendum in Catawba County, presented by Jennifer Mace during Winter 2014 NCLGBA Conference on December 11, 2014.
Presentation slides for "Revenue Resilience in a Changing Industry: Water & Sewer Utility Needs," presented by Mary Tiger at Winter 2014 NCLGBA Conference on December 11, 2014.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
1. North Carolina Industry Structure
6
0.6
4.3
8.8
19.0
2.0
5.8
13.6
15.5
10.4
4.0
16.0
0.1
4.3
10.9
18.6
1.7
5.1
13.6
13.8
10.6
3.7
17.6
0.0 2.0 4.0 6.0 8.0 10.0 12.0 14.0 16.0 18.0 20.0
Natural Resources & Mining
Construction
Manufacturing
Trade, Transportation & Utilities
Information
Financial Activities
Professional & Business Services
Education & Health Services
Leisure & Hospitality
Other Services
Government
EmploymentShare (Percent)
2013 U.S.
North Carolina
Source: Bureau of Labor Statistics/Haver Analytics
2. North Carolina Industry Growth
Percent Change in Employment from a Year Ago, NSA
13
1.5
3.4
2.6
0.5
1.9
-2.5
0.8
3.7
1.5
2.9
0.6
-0.2
1.4
0.0
2.5
0.0
2.2
0.7
1.0
3.4
1.1
0.8
2.5
0.0
-4.0 -2.0 0.0 2.0 4.0 6.0
Total
Natural Resources & Mining
Construction
Manufacturing
Trade, Transportation & Utilities
Information
Financial Activities
Professional & Business Services
Education & Health Services
Leisure & Hospitality
Other Services
Government
Percent
February 2014 U.S.
North Carolina
Source: Bureau of Labor Statistics/Haver Analytics
3. North Carolina Payroll Employment
20
-7.0
-6.0
-5.0
-4.0
-3.0
-2.0
-1.0
0.0
1.0
2.0
3.0
4.0
5.0
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
YoY%Chg
U.S.
North Carolina
February 2014
US: 1.6%
NC: 1.2%
Source: Bureau of Labor Statistics/Haver Analytics
4. North Carolina Unemployment Rate
27
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
8.0
9.0
10.0
11.0
12.0
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
Percent
U.S.
North Carolina
February 2014
US: 6.7%
NC: 6.4%
Source: Bureau of Labor Statistics/Haver Analytics