The document provides an annual factsheet on the Indian tech sector in 2019. Some key highlights include:
- Total funding raised by Indian startups reached $14.5 billion in 2019, with 1185 funding rounds.
- Top funded startups included OYO Rooms, Paytm, Udaan, Delhivery and Ola.
- Emerging sectors attracting funding included hotel aggregators, e-commerce logistics and online B2B marketplaces.
- Top investors were Sequoia Capital India, Accel India, Matrix India and Lightspeed Venture Partners.
- Majority of startups were founded in Delhi NCR, Bangalore and Mumbai, which also attracted most funding.
Our report, The Next Horizon of Emerging App Markets, investigates questions about market growth within regions, what causing certain countries to grow, and which categories have the most untapped opportunities. If you’re looking to expand into new, high-growth markets or invest in the world’s next powerhouse app economies, this report is a must-read.
Mobile App Stores Economy - Casual Connect 2012App Annie
First presented at Casual Connect 2012 Seattle
25 July 2012
by Bertrand Schmitt, CEO, App Annie
Utilizing App Annie Intelligence, an advanced market data product, we take the audience through the macroeconomic trends in today's app stores to explore the important themes of distribution and monetization for international mobile apps.
Casual Connect attendees will learn about:
- top countries by revenue, ARPU and downloads
- fastest growing apps in the USA, Asia and Europe
- top/fastest-growing gaming and non-gaming categories
- top countries/categories
- % of the US revenue and downloads by made by the US publishers
2015 YEAR IN REVIEW: MOBILE. The most important deals, releases, figures, moments and trends of the passing year. By Monika from mobee dick. Enjoy and have a great 2016!
What it Takes to Win in the Chinese App Marketdigitalinasia
China is a growing smartphone market that no mobile player can ignore and much has been written about the mobile app marketing opportunities in China. InMobi recently concluded a research survey to understand consumer behavior in China around app usage & discovery and compared the results with the US market.
WeChat mini programs in China 2020 report by daxue consultingDaxue Consulting
WeChat mini-programs (MPs) are “sub-applications” within the WeChat ecosystem. They enable them to provide advanced features to users such as e-commerce, task management, and coupons. More and more people use WeChat MPs in their everyday life. Whether it is to pay bills, play games, order a taxi or book a doctor’s appointment, there’s a mini-program for just about anything. And their prominence in the Chinese app economy means that mobile businesses need to take them seriously.
A comprehensive report about WeChat mini programs in China offered by daxue consulting, a market research firm in China.
The digital advertising market size is around Rs. 10,819 Cr ($1.3 billion) and the estimated CAGR growth will be 31.96% and the market will expand to Rs. 24,920 Cr ($3.52 billion).
Read More
Our report, The Next Horizon of Emerging App Markets, investigates questions about market growth within regions, what causing certain countries to grow, and which categories have the most untapped opportunities. If you’re looking to expand into new, high-growth markets or invest in the world’s next powerhouse app economies, this report is a must-read.
Mobile App Stores Economy - Casual Connect 2012App Annie
First presented at Casual Connect 2012 Seattle
25 July 2012
by Bertrand Schmitt, CEO, App Annie
Utilizing App Annie Intelligence, an advanced market data product, we take the audience through the macroeconomic trends in today's app stores to explore the important themes of distribution and monetization for international mobile apps.
Casual Connect attendees will learn about:
- top countries by revenue, ARPU and downloads
- fastest growing apps in the USA, Asia and Europe
- top/fastest-growing gaming and non-gaming categories
- top countries/categories
- % of the US revenue and downloads by made by the US publishers
2015 YEAR IN REVIEW: MOBILE. The most important deals, releases, figures, moments and trends of the passing year. By Monika from mobee dick. Enjoy and have a great 2016!
What it Takes to Win in the Chinese App Marketdigitalinasia
China is a growing smartphone market that no mobile player can ignore and much has been written about the mobile app marketing opportunities in China. InMobi recently concluded a research survey to understand consumer behavior in China around app usage & discovery and compared the results with the US market.
WeChat mini programs in China 2020 report by daxue consultingDaxue Consulting
WeChat mini-programs (MPs) are “sub-applications” within the WeChat ecosystem. They enable them to provide advanced features to users such as e-commerce, task management, and coupons. More and more people use WeChat MPs in their everyday life. Whether it is to pay bills, play games, order a taxi or book a doctor’s appointment, there’s a mini-program for just about anything. And their prominence in the Chinese app economy means that mobile businesses need to take them seriously.
A comprehensive report about WeChat mini programs in China offered by daxue consulting, a market research firm in China.
The digital advertising market size is around Rs. 10,819 Cr ($1.3 billion) and the estimated CAGR growth will be 31.96% and the market will expand to Rs. 24,920 Cr ($3.52 billion).
Read More
Vietnam Mobile Marketing and Game 2019 (English new)Appota Group
Appota gladly sends you The Vietnam Mobile Marketing and Game 2019. The report contains the latest data on the mobile marketing and game market in Vietnam, especially useful for brands, publishers as well as marketers, advertisers doing business in Vietnam.
The Vietnam Mobile Marketing and Game 2019 includes the following contents:
- The Mobile Marketing Market
- The Mobile Game Market
- Consumer Insight
Gaming in India has been catalyzed by better smartphones, increased internet access, popular titles, influencers, and the global pandemic. To dive deeper into this space, Sequoia India partnered with BCG to assess the current mobile gaming market in India, and its prospects for expansion in a report titled ‘Mobile Gaming: $5B+ Market Opportunity.
[2018] Tech Trends For Journalism and Media – The Future Today InstituteFilipp Paster
Key Takeaways
2018 marks the beginning of the end of smartphones in the world's largest economies. What's coming next are conversational interfaces with zero-UIs. This will radically change the media landscape, and now is the best time to start thinking through future scenarios.
In 2018, a critical mass of emerging technologies will converge finding advanced uses beyond initial testing and applied research. That’s a signal worth paying attention to. News organizations should devote attention to emerging trends in voice interfaces, the decentralization of content, mixed reality, new types of search, and hardware (such as CubeSats and smart cameras).
Journalists need to understand what artificial intelligence is, what it is not, and what it means for the future of news. AI research has advanced enough that it is now a core component of our work at FTI. You will see the AI ecosystem represented in many of the trends in this report, and it is vitally important that all decision-makers within news organizations familiarize themselves with the current and emerging AI landscapes. We have included an AI Primer For Journalists in our Trend Report this year to aid in that effort.
Decentralization emerged as a key theme for 2018. Among the companies and organizations FTI covers, we discovered a new emphasis on restricted peer-to-peer networks to detect harassment, share resources and connect with sources. There is also a push by some democratic governments around the world to divide internet access and to restrict certain content, effectively creating dozens of “splinternets.”
Consolidation is also a key theme for 2018. News brands, broadcast spectrum, and artificial intelligence startups will continue to be merged with and acquired by relatively few corporations. Pending legislation and policy in the U.S., E.U. and in parts of Asia could further concentrate the power among a small cadre of information and technology organizations in the year ahead.
To understand the future of news, you must pay attention to the future of many industries and research areas in the coming year. When journalists think about the future, they should broaden the usual scope to consider developments from myriad other fields also participating in the knowledge economy. Technology begets technology. We are witnessing an explosion in slow motion.
HOW MUCH MONEY CAN AN APP MAKE IN 2020TekRevol LLC
The amount of how much money can an app makes varies from niche to niche and if you’re looking to boost your business in the digital world, then the mobile app industry is the ideal market for you to tap.
https://www.tekrevol.com/blogs/how-much-money-can-app-make/
Top 2017 Mobile Advertising Trends in IndonesiaInMobi
2016 was an eventful year for mobile in Asia Pacific especially in Indonesia, as more consumers are deserting desktops for mobile devices. Right from socialising, banking, planning their travel, to purchasing groceries mobile has become ingrained in a consumer’s life.
Mobile, in short, has become a catalyst for transformation in the way we live our lives.
As mobile technology and innovation continue to drive the way forward, here are the key mobile marketing research insights of 2017 in Indonesia based on InMobi’s network data.
Celebrity Brand Valuation Study by Duff & Phelps, A Kroll BusinessSocial Samosa
Virat Kohli retains the top position for the 5th consecutive year with a brand value of $185.7 million (mn), according to the Celebrity Brand Valuation Study by Duff & Phelps.
VIETNAM MOBILE MARKET AND SMARTPHONE APPLICATION REPORT, FIRST HALF OF 2020 -...Appota Group
TO DOWNLOAD THE FULL REPORT, PLEASE LEAVE YOUR EMAIL IN THE COMMENTS BELOW
Hanoi, October 26, 2020 Appota Group - a digital entertainment technology company officially released
Market report: "Mobile phones and applications in Vietnam in the first 6 months of 2020".
The Vietnam Mobile Market Report in the first 6 months of 2020 is a publication produced by Appota's market research team, referring to the overall picture of the mobile phone and smartphone market in Vietnam. Appota hopes that with 9 years of experience in digital entertainment, "Report on Vietnam's mobile phone & application market in the first half of 2020" will bring valuable information to our readers, especially especially when the Covid-19 pandemic created a great influence on the above mentioned areas.
The report made by Appota provides readers with the following main contents:
- Mobile phone market overview
- Game Mobile Market developments
- Mobile advertising market
- Electronic payment and e-commerce
Responding to Coronavirus: How marketers can leverage digital responsiblyInMobi
The novel Coronavirus spread across the globe has led to significant business impact, leaving no business untouched. In terms of responsiveness, brands should take note of how consumer behaviour has changed. With people spending more time at home, brands – B2B or B2C - can leverage the digital medium, especially mobile, to connect with their customers. As data directs, brands should closely monitor media consumption habits and patterns to better allocate media spends and contextualise their messaging. However, advertisers should be sensitive to the situation when designing their digital brand messaging and advertising – by using the medium more responsibly. Join us as LinkedIn and InMobi explore how advertisers can leverage digital responsibly during these challenging times.
MOBILE ADVERTISING & USER ACQUISITION IN CHINATalkingData
This report provides an overview of the China's advertising industry in 2015. As the amount of traffic has increased dramatically, which sectors that are driving growth. How much does it cost to acquire an iOS or Android user, and what are the best channels to make sure your ads get the attention they deserve?
This annual landmark report explores how the prevailing trends in in web usage, multi-platform engagement, online video, and digital advertising are shaping the Canadian marketplace and what these trends mean for the year ahead.
2019 is setting up to be a very interesting year, full of competing challenges and opportunities.
There are serious warning signs about the global economy and numerous geopolitical challenges in play. The PRC government is also increasing its control and censorship activities. In the past two weeks alone, search engine Bing has been blocked (and unblocked) and big censorship moves have been made within Chinese platforms to remove sensitive content. “Daigou” activity (hand carried imports) is also under increased scrutiny.
Despite this, the opportunities in China are still large and brands continue to increase digital & social media budgets. Social and digital continue to be seen as the most cost efficient marketing channels.
While China still represents a big growth opportunity for all brands, it is also a market where big gains are increasingly going to larger brands. In 2018, data from analysts showed that only 10% of all accounts on Tmall were profitable. The costs of winning in China are rising quickly. Brands need to be more measured and focus on fewer, higher quality efforts.
Marketing to China is also becoming a global challenge. Brands need to support their China-specific marketing with new strategies at HQ level, in order to reach PRC nationals across borders.
With this set of circumstances in place for 2019, there are several key trends for brands to look out for; (1)China marketing should be global, (2)measurement of brand/digital performance is critical, (3)quality in branding and content matter more, (4)social selling is a massive, emerging opportunity, and (5)the rules of retail are being reshaped rapidly.
***
For more context on China social, check out our previous years' reports:
https://www.slideshare.net/cbaker19/social-media-insights-2018
https://www.slideshare.net/cbaker19/social-media-trends-2017
https://www.slideshare.net/cbaker19/2016-chinas-social-media-trend-report
mma warc report- mobile ecosystem and marketing in IndiaSocial Samosa
In collaboration with WARC, the MMA report highlights the mobile ecosystem in India with mobile marketing capabilities, growth in m-commerce and social marketing, and the impact of technologies such as AI, IoT, ML & voice on improving marketing efficiency.
Vietnam Mobile Marketing and Game 2019 (English new)Appota Group
Appota gladly sends you The Vietnam Mobile Marketing and Game 2019. The report contains the latest data on the mobile marketing and game market in Vietnam, especially useful for brands, publishers as well as marketers, advertisers doing business in Vietnam.
The Vietnam Mobile Marketing and Game 2019 includes the following contents:
- The Mobile Marketing Market
- The Mobile Game Market
- Consumer Insight
Gaming in India has been catalyzed by better smartphones, increased internet access, popular titles, influencers, and the global pandemic. To dive deeper into this space, Sequoia India partnered with BCG to assess the current mobile gaming market in India, and its prospects for expansion in a report titled ‘Mobile Gaming: $5B+ Market Opportunity.
[2018] Tech Trends For Journalism and Media – The Future Today InstituteFilipp Paster
Key Takeaways
2018 marks the beginning of the end of smartphones in the world's largest economies. What's coming next are conversational interfaces with zero-UIs. This will radically change the media landscape, and now is the best time to start thinking through future scenarios.
In 2018, a critical mass of emerging technologies will converge finding advanced uses beyond initial testing and applied research. That’s a signal worth paying attention to. News organizations should devote attention to emerging trends in voice interfaces, the decentralization of content, mixed reality, new types of search, and hardware (such as CubeSats and smart cameras).
Journalists need to understand what artificial intelligence is, what it is not, and what it means for the future of news. AI research has advanced enough that it is now a core component of our work at FTI. You will see the AI ecosystem represented in many of the trends in this report, and it is vitally important that all decision-makers within news organizations familiarize themselves with the current and emerging AI landscapes. We have included an AI Primer For Journalists in our Trend Report this year to aid in that effort.
Decentralization emerged as a key theme for 2018. Among the companies and organizations FTI covers, we discovered a new emphasis on restricted peer-to-peer networks to detect harassment, share resources and connect with sources. There is also a push by some democratic governments around the world to divide internet access and to restrict certain content, effectively creating dozens of “splinternets.”
Consolidation is also a key theme for 2018. News brands, broadcast spectrum, and artificial intelligence startups will continue to be merged with and acquired by relatively few corporations. Pending legislation and policy in the U.S., E.U. and in parts of Asia could further concentrate the power among a small cadre of information and technology organizations in the year ahead.
To understand the future of news, you must pay attention to the future of many industries and research areas in the coming year. When journalists think about the future, they should broaden the usual scope to consider developments from myriad other fields also participating in the knowledge economy. Technology begets technology. We are witnessing an explosion in slow motion.
HOW MUCH MONEY CAN AN APP MAKE IN 2020TekRevol LLC
The amount of how much money can an app makes varies from niche to niche and if you’re looking to boost your business in the digital world, then the mobile app industry is the ideal market for you to tap.
https://www.tekrevol.com/blogs/how-much-money-can-app-make/
Top 2017 Mobile Advertising Trends in IndonesiaInMobi
2016 was an eventful year for mobile in Asia Pacific especially in Indonesia, as more consumers are deserting desktops for mobile devices. Right from socialising, banking, planning their travel, to purchasing groceries mobile has become ingrained in a consumer’s life.
Mobile, in short, has become a catalyst for transformation in the way we live our lives.
As mobile technology and innovation continue to drive the way forward, here are the key mobile marketing research insights of 2017 in Indonesia based on InMobi’s network data.
Celebrity Brand Valuation Study by Duff & Phelps, A Kroll BusinessSocial Samosa
Virat Kohli retains the top position for the 5th consecutive year with a brand value of $185.7 million (mn), according to the Celebrity Brand Valuation Study by Duff & Phelps.
VIETNAM MOBILE MARKET AND SMARTPHONE APPLICATION REPORT, FIRST HALF OF 2020 -...Appota Group
TO DOWNLOAD THE FULL REPORT, PLEASE LEAVE YOUR EMAIL IN THE COMMENTS BELOW
Hanoi, October 26, 2020 Appota Group - a digital entertainment technology company officially released
Market report: "Mobile phones and applications in Vietnam in the first 6 months of 2020".
The Vietnam Mobile Market Report in the first 6 months of 2020 is a publication produced by Appota's market research team, referring to the overall picture of the mobile phone and smartphone market in Vietnam. Appota hopes that with 9 years of experience in digital entertainment, "Report on Vietnam's mobile phone & application market in the first half of 2020" will bring valuable information to our readers, especially especially when the Covid-19 pandemic created a great influence on the above mentioned areas.
The report made by Appota provides readers with the following main contents:
- Mobile phone market overview
- Game Mobile Market developments
- Mobile advertising market
- Electronic payment and e-commerce
Responding to Coronavirus: How marketers can leverage digital responsiblyInMobi
The novel Coronavirus spread across the globe has led to significant business impact, leaving no business untouched. In terms of responsiveness, brands should take note of how consumer behaviour has changed. With people spending more time at home, brands – B2B or B2C - can leverage the digital medium, especially mobile, to connect with their customers. As data directs, brands should closely monitor media consumption habits and patterns to better allocate media spends and contextualise their messaging. However, advertisers should be sensitive to the situation when designing their digital brand messaging and advertising – by using the medium more responsibly. Join us as LinkedIn and InMobi explore how advertisers can leverage digital responsibly during these challenging times.
MOBILE ADVERTISING & USER ACQUISITION IN CHINATalkingData
This report provides an overview of the China's advertising industry in 2015. As the amount of traffic has increased dramatically, which sectors that are driving growth. How much does it cost to acquire an iOS or Android user, and what are the best channels to make sure your ads get the attention they deserve?
This annual landmark report explores how the prevailing trends in in web usage, multi-platform engagement, online video, and digital advertising are shaping the Canadian marketplace and what these trends mean for the year ahead.
2019 is setting up to be a very interesting year, full of competing challenges and opportunities.
There are serious warning signs about the global economy and numerous geopolitical challenges in play. The PRC government is also increasing its control and censorship activities. In the past two weeks alone, search engine Bing has been blocked (and unblocked) and big censorship moves have been made within Chinese platforms to remove sensitive content. “Daigou” activity (hand carried imports) is also under increased scrutiny.
Despite this, the opportunities in China are still large and brands continue to increase digital & social media budgets. Social and digital continue to be seen as the most cost efficient marketing channels.
While China still represents a big growth opportunity for all brands, it is also a market where big gains are increasingly going to larger brands. In 2018, data from analysts showed that only 10% of all accounts on Tmall were profitable. The costs of winning in China are rising quickly. Brands need to be more measured and focus on fewer, higher quality efforts.
Marketing to China is also becoming a global challenge. Brands need to support their China-specific marketing with new strategies at HQ level, in order to reach PRC nationals across borders.
With this set of circumstances in place for 2019, there are several key trends for brands to look out for; (1)China marketing should be global, (2)measurement of brand/digital performance is critical, (3)quality in branding and content matter more, (4)social selling is a massive, emerging opportunity, and (5)the rules of retail are being reshaped rapidly.
***
For more context on China social, check out our previous years' reports:
https://www.slideshare.net/cbaker19/social-media-insights-2018
https://www.slideshare.net/cbaker19/social-media-trends-2017
https://www.slideshare.net/cbaker19/2016-chinas-social-media-trend-report
mma warc report- mobile ecosystem and marketing in IndiaSocial Samosa
In collaboration with WARC, the MMA report highlights the mobile ecosystem in India with mobile marketing capabilities, growth in m-commerce and social marketing, and the impact of technologies such as AI, IoT, ML & voice on improving marketing efficiency.
This paper was undertaken as an individual research by me during the summer of 2018. The main idea behind writing this paper was to familiarize myself with the current startup trends around the world and what makes a start-up attract huge amounts of funding from financial institutions and/or other big co-operations.
The Hive Think Tank: Talk by Mohandas Pai - India at 2030, How Tech Entrepren...The Hive
Over the next 15 years, India's growth will be fueled by its startups. Today, there are over 20,000 startups in India that have created a value of $80 billion and employ 325,000 people. Over the next ten years, by 2025, there will be 100,000 startups in the country that would have created over $500 billion of value and employ 3.2 million people.
This talk is about India's growth over the next 15 years and the prominent role that entrepreneurs and startups will play in its rapid evolution.
SE Asia - The most attractive opportunity in the booming Asian Tech LandscapeJungle Ventures
In this slideshow, we look at the key ingredients which make for good venture ecosystems, and find that South East Asia scores impressively on all fundamental factors, higher than India in almost all categories and even better than China in a few.
We take a deeper look at various data points including addressable population, spending power, infrastructure, technology adoption and usage, business and startup ecosystem quality. Our inference as a result of all these data points is that SE Asian markets present a tremendous opportunity for startups led value creation.
We conclude that there is an extra ordinary opportunity for VCs to back the leading Founders in SE Asia. Given the strong fundamentals, better consumer demographics, the funding gap and the presence of only few local and active VCs, SE Asia presents very attractive dynamics for Venture Capitalists (lower competition for companies and VCs, rational entry valuations, favourable deal timelines, founders’ focus on limited cash burn).
Jai Saxena, from ERNST & YOUNG gives an analysts perspective on how to Build Businesses in a Meltdown.
Jai presents as part of the "Surviving and Winning in a Downturn" a one day conference by TiE Internet SiG, Delhi.
To catch all the action from the event, visit www.omshare.com (India's first Online Platform for taking Events and Conferences Global) - an Initiative by OMLogic
Global Technology Trends & Top Ten Startup Hubs 2019Bernard Moon
Update report by SparkLabs Group (www.sparklabsgroup.com) that provides an overview of general technology trends, global venture capital trends, and startup trends around the world. Snapshots of the top 10 startup hubs in the world: Silicon Valley, NYC, London, Stockholm, Shanghai, Tel Aviv, Beijing, Seoul, Boston, and Los Angeles.
MEDICI’s new ‘Indonesia FinTech Report 2021’ analyzes the country’s FinTech sector and trends in the last three years—a deep-dive by segments & subsegments, funding patterns, M&As, ecosystem partnerships, industry drivers, and perspectives drawn out of regulatory, geopolitical, economic, and market dynamics.
D2C Insider - Startify , Gateway to Middle East.pptxD2C Insider
A power packed session organised by D2C Insider along with Startify to unlock the potential of Indian D2C brands for the middle east market.
The session began with Kshitij Ladia, founding member of D2C Insider to talk about D2C Insider and the vision behind creating this massive community of 3000+ founders and also lay down the foundation of D2C Insider Middle East Chapter.
Followed by Sudhir Syal, founder of Startify who has built large Indian brands like BookMyShow and Lenskart in UAE who took 150+ brand founders on an informative ride to building business in the Middle East followed by a QnA
Reach out to d2cinsider@gmail.com
Join the largest network of D2C brands & enablers in India
https://bit.ly/d2cinsider_registration
E-commerce sector new startup funding has witnessed a gradual slowdown in Q1 2019, compared to 2018. Explore global e-commerce trends in our Insights Report here http://bit.ly/ec_sector
State of tech venture investments in Southeast Asia - Q1 2017Tech in Asia
Using insights from Tech in Asia's database, this report delves into how tech venture investment is doing in Southeast Asia, and where it might go to next.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
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.
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.
2. Contents
Year at a Glance
Funding Details
- YoY Funding Trends
- Top Funding Rounds
Markets in Spotlight
Top Investors
Investor Trends
City-wise Standings
College-wise Standings
Latest Entrants to Unicorn Club
Key Acquisitions
Noteworthy IPOs
1
2
3
4-5
6-7
8
9
10
11-15
16-18
19
Introduction
As the year 2019 draws to a close, we take a look at how the startup ecosystem fared
this year.
In the pages that follow, you will find information that paints a vivid picture of the rapidly
evolving business ecosystem around us. We have provided both absolute as well as
relative figures to aid a quick comparison.
We hope that you find this information to be useful. Feel free to draw your own
inferences. In any case, you can always write to us at pr@tracxn.com for any queries.
Kindly note that only tech companies have been considered for preparing the report.