Intelligence Node’s Spikes and Dips series presentation is to put online retail price movements in the context of macroeconomic factors. It is aimed at enabling brands and retailers understand how macroeconomic factors influence their day-to-day retail pricing strategies.
Retail Sales in the U.S. Rebounded in May; After COVID, is it Time for the UK to Invest in its Industry Again?; After COVID, is it Time for the UK to Invest in its Industry Again?; European economy ‘through the worst’ but activity still depressed.
Read more from here.
#retailsales #usmanufacturing #ukmanufacturing #investment #eumanufacturing #economy #manufacturing #manufacturingsoftware #mrpeasy #mrpsystem #erpsystem
IRI Weekly News Update - w/c 29th August 2017Rūta Misiūnaitė
Retailer News:
• Tesco gains ground in Ireland but SuperValu remains on top
• Ocado has added an Alexa ‘skill’ for Amazon Echo
• McColl’s Q3 revenues up 31% following completion of 298 stores
• Simply Fresh set to expand the ‘Little Fresh’ format
Category News:
• Co-op becomes latest retailer to cover cost of VAT on sanitary products
• Emma Bunton’s Kit & Kin secures Ocado listing
• P&G to disclose all of its fragrance ingredients by 2019
• 31st State: The new skin care brand catering for teenage boys
Other News:
• Food inflation creeps higher, whilst non-food deflation slows
• Consumer confidence shows surprise improvement
• Discount retailers set to grab a further £9bn of consumer spend by 2022
• Asda’s Income Tracker shows families’ spending power returned to growth in July
Black Legend Capital and CEO Claudia Della Mora report on the Food and Beverage industry and changing consumer habits dictate industry trends, as well as investment climate in Food and Beverage.
A breakdown of the key numbers from the 2014 holiday shopping season. People spent a bit more than expected, and were majorly influenced by deals, loyalty and anything they could find on their smartphones.
Projections for 2016's Consumer Confidence; where society stands and how changes in confidence can adversely impact national economy. Small Business owners should be aware of fluctuations as your industry can be effected, specifically, consumers make the cash conversion cycle go round.
Upfluence Industry Report: Supermarkets and Grocery StoresLucy Michaeloudis
Find out the latest developments in influencer marketing within the supermarket and grocery store sector in our comparison report analyzing how big and medium sized consumer goods brands are working with influencers.
Chemicals M&A activity has steadily grown for the past few years, but in 2016, the industry is poised for its biggest year yet. A.T. Kearney's annual report looks back at the year in chemicals M&A and where it is headed.
United States Retail Sales for August 2016 - Analysis and Commentary paul young cpa, cga
This presentation will discuss Retail Sales for United States for the period-ending August 31, 2016.
Consumer spending is a key driver of the economy as such the information needs to be review along with other areas like housing starts, manufacturing, GDP as well as other market information.
The Business Research Company adds a report “Retail Global Market Report 2019” under its Retail category. The report covers market characteristics, key players, market size and trends from 2019 to 2022.
Read Report:
https://www.thebusinessresearchcompany.com/report/retail-global-market-report
Retail Sales in the U.S. Rebounded in May; After COVID, is it Time for the UK to Invest in its Industry Again?; After COVID, is it Time for the UK to Invest in its Industry Again?; European economy ‘through the worst’ but activity still depressed.
Read more from here.
#retailsales #usmanufacturing #ukmanufacturing #investment #eumanufacturing #economy #manufacturing #manufacturingsoftware #mrpeasy #mrpsystem #erpsystem
IRI Weekly News Update - w/c 29th August 2017Rūta Misiūnaitė
Retailer News:
• Tesco gains ground in Ireland but SuperValu remains on top
• Ocado has added an Alexa ‘skill’ for Amazon Echo
• McColl’s Q3 revenues up 31% following completion of 298 stores
• Simply Fresh set to expand the ‘Little Fresh’ format
Category News:
• Co-op becomes latest retailer to cover cost of VAT on sanitary products
• Emma Bunton’s Kit & Kin secures Ocado listing
• P&G to disclose all of its fragrance ingredients by 2019
• 31st State: The new skin care brand catering for teenage boys
Other News:
• Food inflation creeps higher, whilst non-food deflation slows
• Consumer confidence shows surprise improvement
• Discount retailers set to grab a further £9bn of consumer spend by 2022
• Asda’s Income Tracker shows families’ spending power returned to growth in July
Black Legend Capital and CEO Claudia Della Mora report on the Food and Beverage industry and changing consumer habits dictate industry trends, as well as investment climate in Food and Beverage.
A breakdown of the key numbers from the 2014 holiday shopping season. People spent a bit more than expected, and were majorly influenced by deals, loyalty and anything they could find on their smartphones.
Projections for 2016's Consumer Confidence; where society stands and how changes in confidence can adversely impact national economy. Small Business owners should be aware of fluctuations as your industry can be effected, specifically, consumers make the cash conversion cycle go round.
Upfluence Industry Report: Supermarkets and Grocery StoresLucy Michaeloudis
Find out the latest developments in influencer marketing within the supermarket and grocery store sector in our comparison report analyzing how big and medium sized consumer goods brands are working with influencers.
Chemicals M&A activity has steadily grown for the past few years, but in 2016, the industry is poised for its biggest year yet. A.T. Kearney's annual report looks back at the year in chemicals M&A and where it is headed.
United States Retail Sales for August 2016 - Analysis and Commentary paul young cpa, cga
This presentation will discuss Retail Sales for United States for the period-ending August 31, 2016.
Consumer spending is a key driver of the economy as such the information needs to be review along with other areas like housing starts, manufacturing, GDP as well as other market information.
The Business Research Company adds a report “Retail Global Market Report 2019” under its Retail category. The report covers market characteristics, key players, market size and trends from 2019 to 2022.
Read Report:
https://www.thebusinessresearchcompany.com/report/retail-global-market-report
The Neto State of Ecommerce Report charts the transformation of ecommerce over the year to bring you data, insights and trends from thousands of Australian retailers across a range of verticals. Some of the key findings:
• 30% growth in average sales across all verticals
• $130 average basket size (with 5% year-on-year growth)
• Top performing verticals: fashion, homewares, motor parts
• Biggest spenders: food & alcohol
• 122% growth in pay later (Afterpay, Zip)
• 1/3 of total sales come through marketplaces
Plus insights from our partners eBay, Google, PayPal, Sendle and SmartrMail, this report provides a really in-depth look at ecommerce and online from every angle.
Adobe Digital Insights Digital Dollar Q2 2018Adobe
Leveraging Adobe Analytics Cloud data, the Digital Dollar Report for the second quarter of 2018 focuses on e-commerce trends in the U.S. and the U.K. as well as within U.S. regions. Like the ADI Holiday, Digital Economy Project, and retail reports, this report uses aggregate and anonymized data from the Adobe Analytics Cloud to develop insights on online retail and economic trends. Releases feature updates on general trends in e-commerce and predictions and summaries of quarterly online retail, updates on pricing via the Digital Price Index, and features focusing on product insights and trends.
E-commerce giant Amazon is conducting a global media agency review.
It’s a huge piece of business. The firm spent more than $5 billion on advertising and promotional costs in 2016, according to the firm’s latest annual report. Of that total, more than $1 billion is estimated to be earmarked for measured media expenditures worldwide, most of it targeted to U.S. consumers.
It’s believed that most of the holding companies will participate in the review, although one exception is Omnicom, which handles competitor Google.
Smart - Covid 19 insights panel - April 29thSmart AdServer
Smart Virtual Panel about 'Insights, Benchmarks, and Perspective from the Buy-side during COVID-19’ with David Pironon, Romain Bruguière, Carlotta Meneghini, Joel Livesey and Laurent Baillot.
Adobe Digital Insights Digital Dollar Q1 2018Adobe
Leveraging Adobe Analytics Cloud data, the Digital Dollar Report for the first quarter of 2018 is the first release of a new quarterly series of reports focusing on retail and economics. Like the ADI Holiday, Digital Economy Project, and retail reports, this report uses aggregate and anonoymized data from the Adobe An-alytics Cloud to develop insights on online retail and economic trends. Releases feature updates on general trends in e-commerce and predictions and summaries of quarterly online retail, updates on pricing via the Digital Price Index, and features focusing on product insights and trends.
With the coronavirus (COVID-19) crisis rapidly evolving, brands worldwide are facing a new and challenging reality.
In these uncertain times, our goal is to bring you helpful information and strategies you can use to maintain business growth. Ever since the third week of March, we've been leveraging our network of 30,000 businesses and millions of consumers to better understand COVID-19's impact on the ecommerce landscape. Through a combination of daily polls and in-depth conversations with our customers and partners, we've identified new trends and best practices. Now, we're sharing it all with you.
Dig into a month's worth of data behind consumer buying behavior, supply chain impact, sales patterns, ad spend changes, and more. Plus learn how brands are shifting their marketing strategy to address the current conditions.
We're all in this together—we want you to make the best decision possible for your business. Join us as we share learnings from the larger ecommerce community.
Our attempt was to pitch and acquisition of Nordstrom to Macy's to form a retail conglomerate. Emphasizing consumer trends and synergies between the two companies. Data provided from multiple sources mainly Deloitte's, "The Great Retail Bifurcation".
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).
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.
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/
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
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
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
Spikes and Dips July 2016: State of Ecommerce in the US
1. Spikes & Dips July 2016:
State of Ecommerce
in the US
Retail Industry Statistics
2. Overview
The goal of Intelligence Node’s
Spikes and Dips series is to put online retail price movements
in the context of macroeconomic factors.
It is aimed at enabling brands and retailers understand how
macroeconomic factors influence their day-to-day
retail pricing strategies.
3. The Spikes & Dips series tracks the retail price changes of unique product baskets
spread across online retailers using proprietary real-time retail analytics software.
It covers the top 1000+ leading North American e-commerce retailers and 1Billion
products daily, using real time data.
Methodology
5. Product Listings online cumulatively dropped by 19% across the major categories
Beauty Care, Fashion & Home Décor: Average 22% Decrease MoM
Fashion: Dropped by 11%
Home Décor: Fell by 9% as compared to an Increase of +4% in May 2016
Beauty & Care: Negative trend continues, since May, falling to -14% in July
Electronics: Saw minimum decrease of 3% MoM
Retail Insights Across Categories
6. Amazon retained top spot with product listings going up by nearly 25% of the combined
catalog in July.
SKUs Added:
Home & Décor: Nearly 35%
Fashion: About 31%
Electronics: 22%
Retail Insights for Brands
65% of the total US catalogue was listed under the categories Fashion and Home &
Décor
10. Average Prices increased across all major categories after a steep decline in June
Price Change:
Home & Décor: Increased by 14%
Fashion: Grew by 15%
Electronics: Modest increase of only 3%
Price Movements
13. What is Trending?
Various price, discount and catalog movements were studied to discover trends across various categories
14. Insights by Player: Amazon vs. Walmart
Study of Retailers who witnessed a rise in average prices across categories.
15. Amazon Wins The Race
The overall price on Amazon was 5-6% higher than that on Walmart.
16. Conclusion
The activity stabilized in July, in preparation for the
heavy discount season to come next quarter.
Retailer focus was on increasing profit margins and
adapting to the holiday season.
Intelligence Node can provide highly targeted insights
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