This document compares data from CrunchBase and MoneyTree on venture capital investments. While CrunchBase includes more deal types like accelerator investments, its data is highly correlated with MoneyTree at the state and metro level, making it suitable for aggregate analysis of geographic trends. MoneyTree specifically tracks cash-for-equity investments from professional venture capital firms and excludes other types. Both data sources have limitations for comprehensiveness and firm-level analysis but can be used to analyze relative investment variances across regions.
Building a Robust Entrepreneurial Ecosystem, Network Analysis - Presentation ...Arnobio Morelix
Think Locally, Act Locally
Building a Robust Entrepreneurial Ecosystem
by Arnobio Morelix
San Francisco, August 15, 2014
Report by: Yasuyuki Motoyama
Jared Konczal
Jordan Bell-Masterson
Arnobio Morelix
More info about:
Social Science Research Network: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2425675
Venture Beat: http://venturebeat.com/2014/04/19/two-theses-for-building-an-entrepreneurial-ecosystem-in-your-community/
Forbes: http://www.forbes.com/sites/kauffman/2014/04/28/building-your-startup-community-lessons-from-entrepreneur-twitter-patterns/
Business Insider: http://www.businessinsider.com/empirical-support-for-the-boulder-thesis-2014-4
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Twitter: www.twitter.com/arnobiomorelix
LinkedIn: www.linkedin.com/in/morelix
Company Profile: www.kauffman.org/who-we-are/leadership-and-associates/associates/arnobio-morelix
Personal Website: www.arnobiomorelix.com
Startup Activity in America -- A Look at Startup Policy and the Kauffman IndexArnobio Morelix
There’s good news for the nation’s startup activity in 2016, according to the 2016 Kauffman Index of Startup Activity – a key economic indicator that shows new business creation, market opportunity and startup density in regions across the United States. Two years after reaching its lowest point in almost 20 years, the nation’s startup activity has rebounded, increasing for the second year in a row.
What’s happened to cause this positive change? On Aug. 31 join Jason Wiens, Kauffman Foundation policy director, and Arnobio Morelix, senior research analyst, for a webinar as they highlight key findings and explain the implications of the latest data on firm creation, such as:
- The increase in “opportunity entrepreneurship”
- Gender differences in startup activity
- Hiring and startup’s role in job creation
- How to view current startup activity in light of long-term trends
- State and metro startup economies
Anatomy of the 1MC Entrepreneur and Startup. Our findings came from a survey of 1MC founders from across the country. We received responses from 605 entrepreneurs coming from 58 cities. We asked 20+ questions about themselves (founder) and their startup.
Building a Robust Entrepreneurial Ecosystem, Network Analysis - Presentation ...Arnobio Morelix
Think Locally, Act Locally
Building a Robust Entrepreneurial Ecosystem
by Arnobio Morelix
San Francisco, August 15, 2014
Report by: Yasuyuki Motoyama
Jared Konczal
Jordan Bell-Masterson
Arnobio Morelix
More info about:
Social Science Research Network: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2425675
Venture Beat: http://venturebeat.com/2014/04/19/two-theses-for-building-an-entrepreneurial-ecosystem-in-your-community/
Forbes: http://www.forbes.com/sites/kauffman/2014/04/28/building-your-startup-community-lessons-from-entrepreneur-twitter-patterns/
Business Insider: http://www.businessinsider.com/empirical-support-for-the-boulder-thesis-2014-4
--
Twitter: www.twitter.com/arnobiomorelix
LinkedIn: www.linkedin.com/in/morelix
Company Profile: www.kauffman.org/who-we-are/leadership-and-associates/associates/arnobio-morelix
Personal Website: www.arnobiomorelix.com
Startup Activity in America -- A Look at Startup Policy and the Kauffman IndexArnobio Morelix
There’s good news for the nation’s startup activity in 2016, according to the 2016 Kauffman Index of Startup Activity – a key economic indicator that shows new business creation, market opportunity and startup density in regions across the United States. Two years after reaching its lowest point in almost 20 years, the nation’s startup activity has rebounded, increasing for the second year in a row.
What’s happened to cause this positive change? On Aug. 31 join Jason Wiens, Kauffman Foundation policy director, and Arnobio Morelix, senior research analyst, for a webinar as they highlight key findings and explain the implications of the latest data on firm creation, such as:
- The increase in “opportunity entrepreneurship”
- Gender differences in startup activity
- Hiring and startup’s role in job creation
- How to view current startup activity in light of long-term trends
- State and metro startup economies
Anatomy of the 1MC Entrepreneur and Startup. Our findings came from a survey of 1MC founders from across the country. We received responses from 605 entrepreneurs coming from 58 cities. We asked 20+ questions about themselves (founder) and their startup.
From Ingredients to RecipeIn Entrepreneurship EcosystemArnobio Morelix
Yas Motoyama, Ph.D.
Director of Research and Policy
Ewing Marion Kauffman Foundation
Presentation to C2ER (Council for Community and Economic Research) -- State Chapter
Challenges for Women Entrepreneurs: Creating Entrepreneurial EcosystemsAlex Krause
Women challenges face additional challenges in entrepreneurship compared to men. At 2016's Global Entrepreneurship Summit (GES), Alex Krause with the Kauffman Foundation presented research on this topic. This was part of a session with Ed Steidl from Microsoft on Creating Entrepreneurial Ecosystems.
The goal of the CEO & Gender Media Audit was to understand the media coverage of CEOs in various situations and determine if there are differences in the way male and female CEOs are covered.
The "New" Economic Development by Victor Hwang, EDA2016 Summitkauffmanfdn
Speaking at the Economic Development Administration’s 2016 national conference yesterday in Washington, D.C., Victor Hwang, Ewing Marion Kauffman Foundation Vice President of Entrepreneurship, told the gathering, “Innovation is not a place. It’s a state of mind.” Serving on a panel about how to create innovative ecosystems, Victor shared emerging lessons on how economic development leaders can change their thinking from an old mindset to one that addresses the root causes of innovation.
This is the slide deck from the December meeting of Empowered PhXX. During the meeting we defined what Empowered PhXX is, our efforts to date and why we gathered to talk about creating an overall message.
Empowered PhXX: Creating 50/50 in Entrepreneurship in PhoenixKristin Slice
Learn about this innovative community collaboration of community stakeholders committed to strengthening the future of Arizona with 50 /50 in entrepreneurship. Learn all the background facts and figures you need to know !
US Investors: From Early Stage to Series ADavid Shen
I gave this presentation in Oct 2014 at the Silicon Valley Innovation Center to a group of visiting Kazakh entrepreneurs. They wanted to know about US based investors and what they look for, and how to get investment from them.
Here's the presentation given during Maine's Inaugural State of the Ecosystem. All materials were developed by Maine Accelerates Growth in collaboration with the Maine Technology Institute, excluding the keynote presentation by Tom Chapman of Chapman & Co. of Omaha, NE
The Business Case of Gender Diversity and the UN Women Empowerment PrinciplesAnke Domscheit-Berg
Presentation held at the Business and Professional Women's International Congress in Helsinki, Finland, 18.06.2011.
Topic: The Business Case of Gender Diversity and the UN Women Empowerment Principles
Manufacturer & Business Association monthly magazine that features Sarah A Reed Children's Center on the front cover this month as we broke ground for our new Residence Hall here on the Sarah A Reed Children's Center
From Ingredients to RecipeIn Entrepreneurship EcosystemArnobio Morelix
Yas Motoyama, Ph.D.
Director of Research and Policy
Ewing Marion Kauffman Foundation
Presentation to C2ER (Council for Community and Economic Research) -- State Chapter
Challenges for Women Entrepreneurs: Creating Entrepreneurial EcosystemsAlex Krause
Women challenges face additional challenges in entrepreneurship compared to men. At 2016's Global Entrepreneurship Summit (GES), Alex Krause with the Kauffman Foundation presented research on this topic. This was part of a session with Ed Steidl from Microsoft on Creating Entrepreneurial Ecosystems.
The goal of the CEO & Gender Media Audit was to understand the media coverage of CEOs in various situations and determine if there are differences in the way male and female CEOs are covered.
The "New" Economic Development by Victor Hwang, EDA2016 Summitkauffmanfdn
Speaking at the Economic Development Administration’s 2016 national conference yesterday in Washington, D.C., Victor Hwang, Ewing Marion Kauffman Foundation Vice President of Entrepreneurship, told the gathering, “Innovation is not a place. It’s a state of mind.” Serving on a panel about how to create innovative ecosystems, Victor shared emerging lessons on how economic development leaders can change their thinking from an old mindset to one that addresses the root causes of innovation.
This is the slide deck from the December meeting of Empowered PhXX. During the meeting we defined what Empowered PhXX is, our efforts to date and why we gathered to talk about creating an overall message.
Empowered PhXX: Creating 50/50 in Entrepreneurship in PhoenixKristin Slice
Learn about this innovative community collaboration of community stakeholders committed to strengthening the future of Arizona with 50 /50 in entrepreneurship. Learn all the background facts and figures you need to know !
US Investors: From Early Stage to Series ADavid Shen
I gave this presentation in Oct 2014 at the Silicon Valley Innovation Center to a group of visiting Kazakh entrepreneurs. They wanted to know about US based investors and what they look for, and how to get investment from them.
Here's the presentation given during Maine's Inaugural State of the Ecosystem. All materials were developed by Maine Accelerates Growth in collaboration with the Maine Technology Institute, excluding the keynote presentation by Tom Chapman of Chapman & Co. of Omaha, NE
The Business Case of Gender Diversity and the UN Women Empowerment PrinciplesAnke Domscheit-Berg
Presentation held at the Business and Professional Women's International Congress in Helsinki, Finland, 18.06.2011.
Topic: The Business Case of Gender Diversity and the UN Women Empowerment Principles
Manufacturer & Business Association monthly magazine that features Sarah A Reed Children's Center on the front cover this month as we broke ground for our new Residence Hall here on the Sarah A Reed Children's Center
A Seed/Startup Venture Fund & Collaboration Community working with, supporting and compensating Incubators, Universities and Economic Development Agencies
The Halo Report is a nationwide survey of Angel Groups' investment activity produced by the Angel Resource Institute, Silicon Valley Bank and CB Insights. The Q1 2014 Halo Report finds median round sizes increased to $980K per deal, and pre-money valuations rose to $2.7 million in the quarter. Investments in Internet-related companies jumped significantly, while dollars invested in mobile and healthcare companies dropped.
Angel Group Investing Heats Up: Q1 2014 Halo Report sdickey
The Angel Resource Institute (ARI), Silicon Valley Bank (SVB) and CB Insights released the Q1 2014 Halo Report today, a national survey of angel group investment activity. The report finds median round sizes increased to $980K per deal, and pre-money valuations rose to $2.7 million in the quarter. Investments in Internet-related companies jumped significantly, while dollars invested in mobile and healthcare companies dropped.
Impact Investing Grad School Final PresentationRobert Williams
This presentation was my grad school final which focused on social impact investments in the nonprofit sector. This presentation was meant to serve as a "impact investment for dummies" in order to introduce the topic to those who may be unfamiliar with the intricacies behind impact investing- including myself. Social impact investing is the practice of providing financial opportunities to social causes and to the organizations who address these issues. Social impact investments are treated as loans in which nonprofit organizations are typically required to pay back at low or no interest rates and can also be a tool for individual investors to fund causes and can seek a return on their investment. There are various forms of impact investing tools including program related investments (PRI), mission related investments (MRI), social impact bonds, social impact guarantees, outcome-based contracting, and impact evaluations; all with their own unique qualities and legal classifications. This research explores the practice of social impact investing, how individuals are investing, the organizations who grant these types of investments, the impact and future of the nonprofit sector through these investments, and the rise of social impact investing practices. This research is also meant to shed light on which organizations are most attractive and eligible for social impact investments, the best practices for applying and maintaining these investments, while providing legal and strategic recommendations in the practice of investing for social impact.
Monroe Capital LLC | Asset Management Firm | Chicago, Illinois - BiographyMonroe Capital LLC
Monroe Capital LLC actively supports the Chicago Urban League as one of its sponsors. Monroe Capital Corporation encourages its employees to engage with the community by participating in nonprofit activities. It offers dedicated volunteer opportunities and has recently provided support to local Chicago chapters like My Block, My Hood, My City, Cradles to Crayons, and the Chicago Food Depository. Furthermore, Monroe Capital Management Advisors manages an ESG Article 8 Fund and advocates for responsible investing by considering the environmental, social, and governance characteristics of the companies it invests in.
The Entrepreneur's Guide to Depression and ADHDArnobio Morelix
The Entrepreneur's Guide to Depression and ADHD
Hyper Mind Project
Arnobio Morelix
@arnobiomorelix
arnobiomorelix@gmail.com
Colin Tomkins-Bergh
@ColinT_B
colintomkinsbergh@gmail.com
Workshop at SXSW Interactive
Austin, TX 2016
The Venture: A Social Entrepreneur CompetitionArnobio Morelix
Arnobio Morelix, a social entrepreneur and research analyst at the Kauffman Foundation, takes a look at The Venture. The Venture is a social entrepreneur competition designed to award $1 million total to the winner or winners. The judges are Adrian Grenier of HBO's Entourage and Alexandre Ricard.
Show drafts
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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.
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.
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.