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Build the Ultimate Sim Racing Setup: From Wheel Stand to Adjustable Sim Rig
In the fast-evolving world of racing simulation, having the right equipment can make all the difference between an average race and a truly immersive driving experience. Whether you’re a seasoned racer or just starting out, investing in a high-quality sim racing rig can dramatically elevate your performance and enjoyment.
What Is a Sim Racing Rig?
A sim racing rig is the foundation of any serious racing simulator setup. It typically includes a solid frame to mount your wheel, pedals, and seat, mimicking the cockpit of a real racing car. Unlike a simple wheel stand for TV, which is often used by casual gamers to attach their racing wheels, a full racing sim rig provides stability, ergonomics, and realism.
Wheel Stand for TV vs. Sim Rig
If you’re new to sim racing or have limited space, a wheel stand for TV can be a great entry point. These stands are compact, portable, and compatible with most gaming wheels. However, they lack the stability and adjustability of a full sim rig. Over time, most racers outgrow basic wheel stands and move toward a more robust and immersive rig setup.
Sim Rig Wheels: The Heart of the Experience
One of the most critical components of any sim rig is the wheel. Today’s sim rig wheels offer realistic force feedback and precise control, replicating the feel of real-life racing. Brands like Fanatec, Logitech, and Thrustmaster offer a wide range of wheels designed specifically for racing sim rigs.
When choosing a wheel, look for compatibility with your preferred platform (PC, Xbox, or PlayStation), force feedback strength, and build quality. High-end sim rig wheels are often direct-drive, which means better precision and durability.
Choosing the Best Seat for Sim Rig Comfort
Spending hours behind the virtual wheel demands comfort and support. The best seat for sim rig setups combines ergonomic design with racing aesthetics. Look for adjustable, bucket-style seats that offer lumbar support and recline features.
Many adjustable sim rig include built-in seating or allow you to attach your own. This flexibility ensures you get the perfect driving position, whether you’re into GT racing, rally, or F1 simulation.
Finding an Affordable Sim Rig
Sim Racing Rig UK: Best Options for Local Buyers
For those located in the UK, the sim racing rig UK market offers a wide range of choices, with local distributors and faster shipping. Dedicated UK stores or partners, making it easy to find spare parts, customer support, and accessories.
Buying locally also helps you avoid high international shipping costs and long wait times. Whether you’re upgrading to an adjustable sim rig or buying your first racing sim rig, UK-based retailers provide a convenient and reliable option.
Final Thoughts: Build Your Dream Sim Racing Rig
From a simple wheel stand for TV to a fully customizable adjustable sim rig, there’s a solution for every level of sim racer. Prioritize comfort, adjustability, and build quality to get the most out of your racing sessions. Whether you’re shopping for an affordable sim rig or looking to create a premium sim racing rig UK setup, the right gear will bring your virtual driving experience to life.
Start your journey today and turn your racing dreams into a reality — one lap at a time.
FAQ
What is a sim racing rig?
A sim racing rig is a structured frame designed to hold racing simulator equipment like a steering wheel, pedals, and a seat. It replicates the layout of a real car’s cockpit, offering a more immersive and realistic driving experience compared to basic setups.
How is a wheel stand for TV different from a sim racing rig?
A wheel stand for TV is a compact, portable frame meant to hold just your steering wheel and pedals. It’s ideal for beginners or those with limited space. In contrast, a sim rig offers enhanced stability, comfort, and realism by including a seat and a more solid structure.
What are sim rig wheels, and why are they important?
Sim rig wheels are racing wheels designed specifically for simulation setups. High-quality wheels provide realistic force feedback, better control, and more precise handling — key factors for competitive or immersive racing.
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Video Data Collection Services: Transforming AI with Premium Datasets
Introduction:
In the rapidly evolving landscape of artificial intelligence and machine learning, data serves as the essential foundation for driving innovation. Among various data types, video data possesses a distinctive and transformative capability, facilitating significant progress in areas such as computer vision, autonomous technologies, and augmented reality. This is where video data collection services become crucial.
What Are Video Data Collection Services?
Video Data Collection Services refer to the organized acquisition of high-quality video datasets designed to fulfill specific project needs. These services are applicable across numerous sectors, including:
Autonomous Vehicles: Capturing video footage to train self-driving vehicles in recognizing objects, pedestrians, and various traffic situations.
Retail: Gathering video data to analyze consumer behavior, optimize store layouts, and improve security measures.
Healthcare: Aiding advancements in telemedicine, patient monitoring, and surgical support through comprehensive video datasets.
Entertainment: Facilitating progress in video streaming, gaming, and virtual production.
By offering a variety of annotated video datasets, these services empower AI models to learn and execute intricate tasks with accuracy.
Key Attributes of Video Data Collection Services
Customization: Services are designed to meet specific requirements, ensuring that the data gathered aligns with the goals of the project, whether it pertains to facial recognition, motion tracking, or environmental observation.
Diversity: Data collection encompasses a wide range of environments, demographics, and situations, providing datasets that accurately represent real-world conditions.
Annotation: Professionally labeled data improves model training by supplying metadata, including object tagging, bounding boxes, and event segmentation.
Compliance: Strict adherence to privacy regulations and ethical standards guarantees that the collection and utilization of video data are conducted lawfully and with respect.
The Procedure of Video Data Collection
Requirement Analysis: Gaining a comprehensive understanding of the client’s goals to outline the scope and specifications of the dataset.
Data Capture: Employing advanced equipment and techniques to record video in the required formats and resolutions.
Annotation and Quality Assurance: Incorporating metadata and validating the accuracy of the data to ensure it meets established quality benchmarks.
Delivery and Integration: Supplying the dataset in formats that are compatible with machine learning frameworks for smooth integration.
Reasons to Opt for Professional Video Data Collection Services
Although collecting video data internally may appear manageable, professional services provide significant benefits:
Scalability: Efficiently managing large-scale data collection efforts.
Expertise: Gaining access to knowledgeable professionals who are well-versed in data quality standards and industry practices.
Cost-Effectiveness: Conserving time and resources by delegating complex tasks to specialists.
Collaborate with GTS for Video Data Collection
At Global Technology Solutions (GTS), we excel in providing premier video data collection services designed to enhance your AI projects. Our dedication to quality, diversity, and regulatory compliance guarantees that your models are trained on the finest datasets available. Whether you are creating a cutting-edge AI application or improving an existing system, our customized services lay the groundwork for your success.
Conclusion
Video data collection services serve as a fundamental element in AI development rather than merely a supportive function. By offering accurate, diverse, and ethically sourced datasets, these services enable AI to address real-world challenges effectively. Discover the opportunities with a reliable partner like GTS and elevate your AI initiatives to unprecedented levels.
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The Fundamentals of Video Data Collection for AI and Machine Learning
Introduction
In the realm of artificial intelligence (AI) and machine learning (ML), data serves as the foundation for innovation. Among the various types of data, video data has become an indispensable asset for the development of technologies such as computer vision, autonomous systems, and the analysis of human behavior. Effective Video Data Collection is crucial for constructing robust, precise, and efficient AI models. This article will examine the essential aspects of video data acquisition and its importance within the AI and ML domain.
The Importance of Video Data Acquisition
Video data offers a dynamic representation of reality, capturing both spatial and temporal information that static images or text cannot convey. This makes it particularly suitable for:
Computer Vision Tasks: Activities such as object detection, action recognition, and scene interpretation.
Autonomous Navigation: Training systems to maneuver through intricate environments.
Healthcare Advancements: Improving diagnostic capabilities through the analysis of movement and gestures.
Retail Insights: Observing customer behavior and refining store layouts.
The quality and relevance of the video data collected have a direct influence on the efficacy of AI models. Thus, a systematic and deliberate approach to video data acquisition is essential.
Essential Steps in Video Data Acquisition
Establish Objectives and Specifications
Prior to data collection, it is vital to clearly articulate the intended purpose. Consider the following inquiries:
What issue are we addressing?
What characteristics or patterns should the model identify?
What are the environmental conditions for data collection (e.g., lighting, angles, motion)?
Choose Appropriate Equipment
The caliber of video data is heavily influenced by the recording equipment utilized. Important factors to consider include:
Resolution: High-resolution videos capture more intricate details but necessitate greater storage capacity.
Frame Rate: Elevated frame rates facilitate smoother motion capture, which is critical for action recognition tasks.
Field of View: A broader field of view can encompass more information within each frame.
Develop Data Collection Scenarios
It is essential to gather diverse and representative data to mitigate model bias. Consider the following:
Collecting data across a range of environments and varying lighting conditions.
Incorporating a wide array of subjects and scenarios to prevent underrepresentation.
Utilizing either real-world contexts or simulated environments based on the specific application.
Prioritize Data Privacy and Compliance
Ethical considerations and privacy are critical in the collection of video data. Ensure the following:
Obtain consent from individuals featured in the video recordings.
Adhere to regulations such as GDPR or HIPAA when handling sensitive information.
Implement anonymization techniques to de-identify individuals as necessary.
Structure and Label the Data
Raw video data must be systematically annotated and organized for optimal utilization. Effective labeling enhances data usability and contributes to improved outcomes in model training. Tools offered by GTS AI can facilitate this process.
Challenges in Video Data Collection
Substantial Storage Needs
The collection of video data necessitates considerable storage space, particularly for high-resolution or extended recordings. Utilizing cloud-based solutions or scalable storage systems can effectively address this issue.
Complexity of Annotation
Annotating video content involves meticulous frame-by-frame examination, making it a labor-intensive and time-consuming task. The implementation of AI-assisted annotation tools can significantly expedite this process.
Ensuring Data Diversity
It is essential to collect diverse data across various demographics, scenarios, and conditions to mitigate model biases and promote fairness.
Best Practices for Efficient Video Data Collection
Implement Standardized Protocols: Maintain uniformity in camera angles, lighting, and settings.
Utilize Automation: Employ drones, robots, or other automated systems to capture data more effectively.
Regularly Assess Data Quality: Periodically review the collected video data to confirm it aligns with the project’s specifications.
Iterate and Broaden: Continuously refresh and diversify the dataset to meet evolving project requirements.
Conclusion
The collection of video data serves as a crucial foundation for developing AI and ML systems capable of interpreting and responding to visual information. A well-structured collection process, combined with effective annotation and ethical practices, guarantees the development of reliable and efficient AI models. By utilizing appropriate tools and methodologies, researchers and developers can fully harness the potential of video data.
For further information on video data annotation and how we can support your AI initiatives, please visit GTS AI.
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The Rise of Surat as a Fashion Hub: Spotlight on Local Designers

Surat, known for its rich textile heritage and as the diamond city of India, has been quietly transforming into a vibrant fashion hub. This transformation is not just about the city's economic growth but also about the emergence of a new breed of fashion designers in Surat who are redefining the local fashion scene. With their innovative designs, these designers are catering to their clientele's traditional tastes and pushing the boundaries of fashion in Surat.
A Rich Tapestry of Tradition and Innovation
Surat's fashion scene is a fascinating blend of tradition and modernity. The city's long-standing association with textiles, particularly silk, has provided a solid foundation for fashion designers to experiment with materials and designs. Local designers are now infusing traditional fabrics with contemporary designs, creating a unique fusion that appeals to both the domestic and international markets.
One such designer, Anjali Modi, has made a name for herself by blending traditional Indian craftsmanship with modern silhouettes. Her work is a testament to the evolving fashion landscape in Surat, where designers are increasingly looking to their roots for inspiration while keeping an eye on global trends.
The Power of Digital Platforms
The rise of digital platforms has been a game-changer for fashion designers in Surat. Social media, in particular, has enabled these designers to showcase their work to a wider audience, breaking the geographical barriers that once limited their reach. Many designers have successfully leveraged Instagram and Facebook to build their brands, connect with customers, and even sell their products online.
This digital revolution has also democratized fashion, making it more accessible to a broader demographic. Customers can now browse collections, place orders, and receive custom-made outfits without ever stepping into a physical store. This has been particularly beneficial for designers who may not have the resources to open brick-and-mortar boutiques.
Sustainability: A Growing Focus
As the world becomes more conscious of environmental issues, sustainability has become a buzzword in the fashion industry. Surat's fashion designers are no exception, with many incorporating eco-friendly practices into their work. From using organic fabrics to minimizing waste in production processes, these designers are proving that fashion can be both stylish and sustainable.
One of the pioneers in this space is Amit GT, who has been advocating for sustainable fashion through his brand. By using recycled materials and promoting upcycling, Amit GT is setting an example for other designers in Surat and beyond.
Challenges and Opportunities
Despite the positive developments, Surat's fashion designers face several challenges. The competitive nature of the industry, the need for constant innovation, and the pressure to keep up with fast-changing trends are just a few of the hurdles they must navigate. Additionally, the lack of a strong fashion infrastructure in Surat, such as dedicated fashion weeks or design schools, can sometimes limit the exposure and growth opportunities for local designers.
However, these challenges also present opportunities for growth and innovation. As Surat continues to establish itself as a fashion hub, there is a growing recognition of the need to support and promote local talent. Initiatives to create a more robust fashion ecosystem in the city could unlock the full potential of Surat's fashion industry.
Conclusion
The fashion scene in Surat is a vibrant and dynamic space, driven by a new generation of designers who are blending tradition with innovation. With the power of digital platforms and a growing focus on sustainability, these designers are not only making a name for themselves but also contributing to the city's transformation into a fashion hub. As Surat continues to evolve, the world will undoubtedly be watching, eager to see what the city's talented designers will create next.
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Creating a Comprehensive Menu Dataset: A Guide
In today's digital age, data plays a crucial role in various industries, and the food and hospitality sector is no exception. Restaurants, cafes, and food delivery services leverage datasets to enhance customer experiences, streamline operations, and make informed business decisions. One fundamental aspect of this data is the menu dataset, which contains information about the items offered by an establishment. In this guide, we'll explore how to create a comprehensive menu dataset for your business.
Define Dataset Structure
a. Item Information
Item ID: A unique identifier for each menu item.
Name: The name of the menu item.
Description: A brief description of the item.
Category: The category to which the item belongs (e.g., appetizer, main course, dessert).
Price: The cost of the item.
b. Dietary Information
Ingredients: A list of ingredients used in the preparation.
Allergens: Any allergens present in the dish.
Calories: The estimated calorie count.
c. Availability
Availability Status: Indicates if the item is currently available or not.
Available Time: Specify if the item is available only during specific hours.
Data Collection
a. Menu Item Details
Gather information about each menu item, ensuring accuracy and completeness.
Collaborate with chefs and kitchen staff to obtain details about ingredients and preparation methods.
b. Pricing Strategy
Consider factors like ingredient costs, market trends, and competitor pricing.
Decide on a pricing strategy that aligns with your business goals.
c. Allergen and Nutritional Information
Work with nutritionists to gather accurate data on allergens and nutritional content.
Clearly communicate this information to customers for transparency.
Data Management
a. Database Setup
Choose a suitable database system (e.g., SQL, NoSQL) to store your menu dataset.
Ensure proper indexing for quick retrieval.
b. Regular Updates
Keep the dataset up-to-date with seasonal changes, new additions, and removals.
Implement a system to track menu updates and modifications.
Data Integration
POS Systems
Integrate the menu dataset with Point of Sale (POS) systems for seamless order processing.
Ensure real-time synchronisation between the menu dataset and the POS system.
Online Platforms
If applicable, sync the dataset with online platforms to display accurate information on websites and food delivery apps.
Provide APIs for third-party platforms to access your menu data.
Data Security and Compliance
a. Customer Privacy
Implement measures to protect customer data, especially if you collect and store order history.
Comply with data protection regulations.
Regular Audits
Conduct regular audits to identify and address potential security vulnerabilities.
Keep abreast of changes in data protection laws and update your practices accordingly.
Data Analytics
a. Customer Preferences
Analyse customer order history to identify popular items and trends.
Use this information to optimise menu offerings.
b. Sales Performance
Track sales performance of each menu item to understand profitability.
Adjust the menu based on sales data to maximise revenue.
Conclusion
A well-structured and managed menu dataset is a valuable asset for any food establishment. It not only facilitates smooth operations but also enables data-driven decision-making. By following the steps outlined in this guide, you can create a comprehensive menu dataset that serves as a foundation for success in the competitive food and hospitality industry. Keep adapting and refining your dataset to meet the evolving needs of your business and customers.
How GTS.AI Can Help You?
At Globose Technology Solutions Pvt Ltd (GTS), data collection is not service; It is our passion and commitment to fueling the progress of AI and ML technologies.GTS.AI can leverage natural language processing capabilities to understand and interpret human language. This can be valuable in tasks such as text analysis, sentiment analysis, and language translation.GTS.AI can be adapted to meet specific business needs. Whether it's creating a unique user interface, developing a specialised chatbot, or addressing industry-specific challenges, customization options are diverse.
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Who said you can’t take the hypercar on a family vacation? 😂#hypercar #k...
This is a toy and it's a prototype no but they have a different version well it's going to be our version and if they don't make hours they're going to go out of business and we're on the business under the same name because I was just going to kick their ass right there they have the foundation for a mid-engine four-door some of luxury very fast super car it shaped correctly to go thousands of miles an hour on the ground and electric is a good idea and we know how to do it and how to shield properly and I'm going to design it my way this is my area and it's always like the name and like the car and doesn't like this electric one cuz the wheels probably will fall off from heat I might try and use his wheel idea too this is so crappy Wheels no matter what you do it's it's really stupid and it helps with aerodynamics if you do it right you can cover the tire and if the tire fails you still have a metal that you can direct the vehicle with this is going to revolutionize super cars and it's great for changing to a fly car cuz you can just use the hardware it works and I know what I'm talking about he doesn't he's using the real wheels too I'm going to go ahead and do this and it's going to have an electric motor maybe even a hybrid I think I'm going to do a hybrid because people don't like electric it'll be a gasoline mid-engine electric front because they're lighter and you'll have to store things inside. Hahaha its making me laugh because it's funny.. okay it's Freya and she thinks it's funny too you have to store things inside we always said that he's wondering why it's so funny except for the car so he says geez you don't think I know it's hilarious because this place is so small you have to store everything inside it this is great he identifies with us. I think I can squeeze like ridiculous speed on the ground it's not even worth mentioning you can't go that fast without crashing let's just say it again and it's a fly car as a ground car it'll go 8 to 20,000 miles an hour and he has them now he changed the Bradley GT now he's changed the class it is different classes and he's making them kid cars and we can copy him and we are going to make a fly conversion of this will probably go $250,000 miles an hour stock average our version 600k mph Plus and that's using what you got here with the PowerHouse and everything no that would be turbines of course and the hull would have to be made out of the right material. But yeah 250k out of the shop modified with turbines I might even make a turbine version takes a lot of the brain workout of it
This is our car in our style and for big people you take the front seat out actually take the rear seat out and you move the front seat back and set it back a little and you fit and Bill wants one you're not going to sell them one
Thor Freya
Olympus
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Dragon Ball Super and the Future
by Bunnypwn Gold
I am a huge fan of Dragon Ball, as I have stated here before and as I have written about in the past. My love and knowledge of this franchise is deep, and I will always be ready to enjoy what it has in store and wrestle with the ideas in it. And right now, it’s a great time to be a fan, because Dragon Ball Super is going strong. The anime has come to a conclusion and/or could come back in the future, and the manga is approaching the climax of its newest story, the Galactic Patrol Prisoner Saga. It’s amazing for a lot of reasons that I’ll discuss as I respond to this article by Kofi Outlaw, which praises the saga for going back to DBZ style storytelling as a “course correction.” While I agree with several points in this article, I also disagree with the basic premise and argue that the author is only saying these things about the saga because he has not been paying attention to how consistently better the manga has been than the anime of Super. I am using this response to organize my thoughts on how Super has gone so far, the divide between the anime and manga version of events, and the future of the series as a whole, not as a pro or anti stance against Kofi or his article, to be clear.
At the beginning, Kofi criticizes Super for having low stakes and focusing on making Goku and Vegeta the sole focus, increasing their power levels dramatically and leaving other characters to languish. He also said that there were a lot of gimmick fights. Overall, the story structure had changed to reflect this change in character focus and the villains were weak and unmemorable. This new arc, featuring fan-favorite villain Planet-Eater Moro and a range of great battles with his bandits for the Z Fighters to show their stuff, is a return to the DBZ structure, and it features all the brutality and high stakes of the old days. Best of all, it lays the foundations for a new future focusing on other characters.
I have to say, I agree with much of this. The focus on Goku and Vegeta as “Gods” and their super-special Saiyan-ness in the meta canon is really annoying to me. Elements of this were seen in DBZ, as the humans and Piccolo stop trying to catch up to the Saiyans, and it was all GT was about, making that series a big disappointment for me. The first three stories of the Super era are notably low stakes, as well, and I would have liked a little more tension. There could have been more focus on other characters and a larger cast in general, and that certainly would have been enjoyable. And to finish it out, I am very excited for what the Moro story means for the future. The whole thing has a “last chance to shine” feel for the old guard of characters we’ve known and loved for years, Goku is probably going to master Ultra Instinct and thus complete his journey as a martial artist, and it still opens up a lot more about the history and lore of the series to explore in the future.
Beyond that, I have a lot to disagree with. For starters, if you look at the Tournament of Destroyers and the Tournament of Power and just see a bunch of “gimmicky fights” and no stakes, you’re missing the point. I always loved the tournament stories in Dragon Ball, and both of these Super tournaments deliver on that joy. The manga had a lot of important differences with the anime in how these tournaments went, too. Before the Tournament of Destroyers, the manga went through a condensed version of the Battle of Gods events, only offering one extension in the opening to give an actual benchmark on Goku’s strength so we know where we’re starting as a series, an important gift the anime and movie fail to deliver. It then time skips past the Resurrection ‘F’ story, which I think is sad, but ultimately serves the manga’s purposes. After Goku got his God form, the next thing we see, before the Tournament, is Goku training with a new master, showing that he’s back on the path to martial arts excellence. By skipping the Golden Frieza fight, the manga passed on a story that only shows off how cool Super Saiyan Blue looks (a term, by the way, the manga invented because it’s better); outside of showing off this new form, the Golden Frieza story adds nothing. As Goku and Vegeta enter the Tournament of Destroyers, they build a team entirely focused on power, and lose one of their strongest members because of a test of intelligence. To further drive home the point, Goku’s final battle with Hit ends with him realizing that his strength allows him to outmaneuver an innovative and amazing fighting technique, Time Skip. He then forfeits the match so he can have a real fight with Hit later, where Hit can try to kill Goku and has time to train beforehand, which sounds a lot like a DBZ style story. It’s the first step in Goku relearning that technique matters more than power. In the manga, they also gave more love to Piccolo. In the anime, they had him be effectively useless, barely able to fight Frost, a Frieza parallel. The manga had Piccolo fight evenly with Frost, who later shows that he’s almost an equal with Super Saiyan Goku; Piccolo lost because of poison, not because he “could never hope to beat a strong person.” It’s not as cool as it could have been, but it’s more than Piccolo ever got in the anime.
Now, I have to vehemently disagree that Zamasu was a weak, forgettable villain who existed solely as a gimmick. The Zamasu story carefully builds and delivers on the many themes of the franchise that I identify as atheist. Throughout the series, Toriyama repeatedly introduced gods of varying kinds and levels of divinity for the sole purpose of tearing down the illusion of their importance and special qualities. Gods in this world are a verifiable fact, and not only are they just people with a particular job, but every time Goku and Vegeta meet a god, they treat them like anyone else and show them no special respect or deference. Goku and Vegeta are the best exemplars in the series of treating deities like normal people, something the series itself does regularly. It’s one of my favorite parts of the series, as an atheist myself.
So, here we have Zamasu, a deity who believes that he’s uniquely capable and qualified to rule all of existence and that mortals aren’t worthy of life. In the Bible, on more than one occasion, God decided to wash the world clean of humans because they had become too sinful; similar stories exist in other religions and cultures. In this case, Zamasu is motivated by intense and literal hatred of mortals, who he sees as not simply having “become too sinful,” but fundamentally incapable of being anything else. He extends this hatred to other gods who want mortals to exist and do as they please. His rise in Future Trunks’s time to be the almost-almighty God with a Capital G is the antithesis of what the series has said about gods and divinity on every level, and that’s exactly why he’s such an amazing villain. He also checks a lot of other boxes. He uses the power of a mortal who made himself into a god, Goku, to kill the gods and overpower the mortals. He also relies on a mortal, Trunks, to develop his power and another, Dabura, to create the opening he needed to start his plan. In working to bring the downfall of all mortals, Zamasu in effect worships at the altar of mortals and relies on their miracles to succeed, just as Goku has trained with several deities on his path to success.
Trunks is also notable, because growing up, Trunks didn’t have any gods to look to like Goku did. The first “god” in Trunks’s life was Goku, as both his mother and teacher would talk about Goku as their main inspiration for hope. Goku was made into a mythical figure that could have fixed everything, and that’s exactly what Trunks used time travel for, both times he employed the strategy. That’s why Zamasu taking Goku’s body was so impactful, because “hope” came to kill him. Goku’s ultimate failure to defeat Zamasu also tears down the idea of Goku’s “divinity” in the same way as other gods were taken down a notch. This results in Goku calling on Zeno for help. The development of Goku and Zeno’s relationship is interesting and important in setting up the conflict of this story. They become friends because Goku is the only person who treats Zeno like he’s not special, which seems to confirm that Goku’s relationship to divinity is proper. At the same time, Goku doesn’t like Zeno, because he knows Zeno is just a bored shut-in and likely doesn’t understand Zeno’s role. And really, Zeno doesn’t have a role like the Gods of Destruction and the Supreme Kais. He’s in charge because he’s the most powerful and can destroy all of existence with a thought. That’s exactly what Zeno decides to do when he sees Zamasu and the multiverse he had been ignoring, getting rid of everything because he didn’t like how it turned out. Not unlike Zamasu with mortals; in effect, Zeno is the thing that Zamasu wanted to become, and that story ends with his vision of reality being carried out. It was the ingenuity of mortal time travel that made some form of happy ending, because like in every other Dragon Ball story, you can’t rely on the gods for most anything. So yeah, Zamasu is an amazing villain and his saga was brilliant. My main criticism of the manga version was that the setup was rushed, so the death of Future Bulma happened off panel and the death of the rest of the mortals in existence was breezed by. Plenty of brutality and high stakes, if you ask me, though yes, I wanted to see it with my own eyes more.

Then we get into the Tournament of Power, a great tournament story that really drives home the point of the god-centric Super run. The Tournament of Power, if you didn’t guess, isn’t about power. It’s about teamwork, strategy, and skill. In the manga, this is made absolutely clear. The downfall of everyone in the tournament is that they rejected this basic premise or were wiped out by someone who would later meet their downfall for rejecting this basic premise, setting up their incorrect view to be knocked down in the end. Goku brought Frieza onto Team Universe 7 because he feared they would need his raw power, ignoring the possibility they bring in Yamcha or Chaozu for a friendly face that works well with their team. Hit reappears and shows that he has gotten way stronger. However, he loses to Jiren, Goku’s main opponent, in the opening of the tournament because he was relying on that raw power and abdicated the potential of his famed fighting technique. Multiple times, stronger and more arrogant solo fighters regard those fighting as a team as being weak and no threat. The main exception to those relying on teamwork being weak is Gohan, who was very strong and wanted to work as a team. In the anime, Gohan was made inferior to Frieza and ultimately lost trying to beat a lesser opponent. In the manga, Gohan, in his Potential Unleashed state and not as a Super Saiyan of any form, fought evenly with Hybrid Super Saiyan Kefla, who I suspect was the second strongest person on the field, and double-KO’d with her. In the fight, it’s implied that Gohan could go Super Saiyan while using his Potential Unleashed state, but chose not to so he didn’t have to rely on that kind of gimmicky power. It’s incredibly badass and satisfying.
As the fight with Jiren nears its climax, Goku uses a strategy that could kill him in an attempt to overpower the foe who’s stronger than any God of Destruction. This prompts Roshi to step in and admonish Goku with the single most important line in Super. When Goku says he needs more power to beat Jiren, Roshi says, “Hmph…Power, y’say? Plain old fighting strength? Who the heck taught you that? Vegeta? Frieza?” This is a great moment, because not only does it push Goku to go for Ultra Instinct and focus on bettering himself as a martial artist once again, but it pushes back on the worst lessons fans take from the franchise. Goku isn’t cool because of his strength, and he’s not so strong because he can transform. It’s all about that martial artist’s journey, baby. Goku grew up constantly learning new ways to become a better martial artist than he was the previous day, and it was pure passion driving him; he got to where he is because he took every opportunity to better himself, with his transformations just a convenient way for the story to keep upping the stakes. Jiren is the pursuit of raw power incarnate, with indifference and constant dissatisfaction his reward, and all he wants is his dead master to tell him he’s finally a good fighter. He’s everything Goku was becoming, and Goku overcame him by returning to his roots. He was able to fight Jiren evenly with a technique that anyone, theoretically, could learn if they reached the same heights of martial arts mastery, as proven when Roshi uses an imperfect form of Ultra Instinct to trade blows with Jiren. The manga anchors this lesson because it focused on technique the whole time and built towards this moment: Super Saiyan God was just another technique that showed Goku he had a lot left to learn; the Tournament of Destroyers showed how boring life is when you’re so strong you can’t actually test yourself; Zamasu showed how power is corrupting and how the pursuit of it changes you; and the Tournament of Power shows how damaging and literally suicidal pursuing raw power over personal growth is.
And to put the nail on the coffin, Goku doesn’t beat Jiren with Ultra Instinct, but instead beats him by briefly working with Frieza; you can’t master the path of a martial artist in one fight. Android 17 wins the tournament for their universe by playing dead, an age-old strategy, and uses the Super Dragon Balls to wish back all the universes destroyed by Zeno. While that can be seen as lowering the stakes, it’s no more stake-lowering than any other time the Dragon Balls have been used this way in high-stakes stories, and the stakes in this case were the destruction of eight entire universes. That’s pretty darn high. Also, it’s a good time to point out that Zeno was the real villain of the Tournament of Power. He was going to destroy eight universes out of boredom, and then remembered he could instead let one survive by having them Hunger Games for his amusement. There are no stakes, no reason to fight, without Zeno. There’s going to be conflict with Zeno in the future, I’m sure of it.
The anime followed a very different route than the manga, focusing entirely on Goku’s raw power and how cool he is. They added a lot of filler moments to both increase the number of gimmick fights and silly, campy fun, too, which made the whole thing lower stakes and less brutal. As described in regards to Piccolo and Gohan, the anime also made other characters weaker compared to Goku and Vegeta to amplify the impact of their unique transformations. In the Tournament of Destroyers, the anime introduced the idea of Goku using Kaio-ken while Super Saiyan Blue, for no other reason than to let Goku use a bunch more strength after he proved he could win. I won’t get into it, because it’s a tangent, but the entire concept of Blue Kaio-ken is BS, and the DBZ anime is where the proof lies; the Super manga actually touches on that exact thing, since Goku trying something like Blue Kaio-ken against Jiren is what nearly kills him and prompts Roshi to step in. Anyway, the anime also elongated the Zamasu story with a series of gimmick fights meant to show off how cool the three Saiyans were, even though they knew from the start that none of them would beat Zamasu. That story featured a bunch of secretly alive people, too, lowering the stakes and overall brutality of Zamasu as a villain. The time between Zamasu and the Tournament of Power, including the lead-up to the tournament, was spent showcasing filler side stories that make the other characters, ignored for most of Super, look way cooler and stronger than they actually ended up being. For as much as I wanted to see more from Krillin, Tien, and Piccolo in the manga, at least Toyotaro didn’t jerk us around acting like they were going to be way bigger players than they were. And the way the anime presented Goku achieving Ultra Instinct was focused entirely on strength and treating it like a super cool new transformation, which it isn’t. So if you were watching that story, I could see how you come out of Super thinking that it’s less intense, more gimmicky, and glorified one or two characters to the detriment of others. That’s why I think you could only be as impressed with the Moro arc as a “course correction” if you’ve been paying attention to the anime and only just now got into the manga.
This brings and end to what I’ll call Phase 1 of Super and to a time skip past the battle with Broly (which I would argue was for the same reason the Golden Frieza battle was) and into the Moro arc, which I agree is a great story that brings back a lot of things Super wasn’t doing enough of. It even brings back the meta story structure of the Buu Saga, since the first part is a very Phase 1 storyline and the second half, after Goku and Vegeta are defeated, is much more of a DBZ storyline, just as Kofi described. It’s like saying, “Yeah, we want to pivot away from this, we’re done making that point.” Looking at the first part of the Moro arc, you can read it as a way of reinforcing the grand statement of Phase 1, that the constant jockeying for power and strength and the glorifying of a couple people to the detriment of others is a bad way to write a story. The reason that’s important to say is because that’s the way a lot of the meta canon has been going for a while, at least it seems to me; all the fun, original video game stories are about Saiyans and their super special Saiyan-ness and how super cool strong they can get. It’s why GT was such a disappointment to me, and as I said, it stopped several great characters from trying to become better during DBZ. I think Kofi is right to say moving away from that model of storytelling is a good and important shift in the right direction, though I can’t say if it’s for the same reasons. That’s because, if it’s not clear, I think that what Super did along the way in Phase 1, at least in the manga, was better, more important, and more complex than the simple glorification and valorization of Goku and Vegeta, loaded as it was with themes arguing against that model and continual demonstrations of why they need to switch back to a focus on their martial arts journey. The structure of the Moro arc only serves to reinforce and finalize this thematic argument. As it continues, we are undoubtedly in store for some truly amazing fights and a satisfying, climactic battle with Moro for the entire Dragon Gang.
I also want to make a very important point for how the series is moving forward. Kofi says that Toriyama is switching back to this DBZ style story because he “has learned a thing or two from his mistakes.” For one, the massive success of Super doesn’t really seem like a mistake for anyone to learn from. For two, it’s really in poor taste to imply that Toriyama is changing how he’s writing a story because of negative fan reaction. Allegedly, that sort of thing happened with the Buu Saga, which is why Goku came back and we saw Super Saiyan 3, the perfect continuation and parody of the Super Saiyan form, all because the fans didn’t like Gohan’s high school adventures. I don’t think that’s happening again, allegedly, and in my opinion it’s not exactly a good look to say that it is. For three, that almost literally can’t be what’s happening, because Toyotaro has much greater control over the narrative by now. For those who don’t know, the way Super is being created is that Akira Toriyama writes plot summaries, and then lets the different creatives develop it from there, free to add and subtract and move around what they will. The anime team decided to focus on power and how super cool Goku is, and that version of events reflects that. Toyotaro, artist and co-author of the manga, kept his eye on the martial arts journey while executing this long vision of Toriyama’s to introduce new levels of grandeur and warn against getting lost in it, and that version of events reflects that. Over the course of the series, each creative team was given increasingly greater control over the narrative, leading to greater divergences; the two Tournaments of Power might as well be two different stories. By now, in the Moro arc, with no competing anime version of the story, Toyotaro has much more authorial control than when he started, and that will only increase until, as I hope and predict, Toriyama officially hands off the series to Toyotaro’s capable hands so he can write new stories for the foreseeable future. So no, I don’t think it’s very accurate to say that Toriyama learned any lesson because Toyotaro is the one making the important changes in how the story is told, not Toriyama. Keep your eye on the prize, you know; forgetting Toyotaro’s role means forgetting that we can and probably will have new Dragon Ball that isn’t a video game or video game-related story after the passing of Toriyama. I think the long hiatus of the anime reinforces this: Toriyama has said that if the anime team followed Toyotaro’s lead, they wouldn’t make so many art mistakes, and allowing the manga to develop lead time could be a strategy to follow the manga as a source material in the future, rather than continue this confusing dual path.
So yeah, the Dragon Ball Super manga is better than the anime in every way, and judging the series by the anime alone is setting yourself up for disappointment. The Galactic Patrol Prisoner Saga showcases an amazing villain for the franchise, and it sets up more to explore in a future that values the contributions of the full cast. It also, to my eyes, foreshadows the end of the road for the Dragon Gang we’ve been following so far, and thus a potential new beginning with their successors; I mean, there’s no more time after this between Beerus and meeting Uub to use, and meeting Uub is the moment Goku passes the baton to a successor. This is a time to look forward to that bright future and reflect on the themes the manga has been developing as we head into it, as well as what the two versions of Super mean for the franchise as a whole.
#dragon ball#dragon ball super#Dragon Ball Z#goku#tournament of power#universe 6#zamasu#goku black#jiren#vegeta#moro#Akira Toriyama#toyotaro#manga#anime#comics#comic books
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Hardware
“I never thought about dying before. It makes me want to live.” - Hardware

Real Name: Curtis “Curt” Metcalf
Gender: Male
Height: 6′ 1″
Weight: 170 lbs (77 kg)
Eyes: Brown
Hair: Black
Abilities:
Genius Level Intellect
Martial Arts
Firearms
Equipment:
The Hardware
Skylark
Curtis' Personal Car
The Hardware
Custom Handgun
Universe:
Dakotaverse
New Earth
Citizenship: American
Base of Operations:
Hard Company
Alva Technologies, Dakota City
Parents:
Mitchell Metcalf; father
Denise Metcalf; mother
Marital Status: Married (Barraki Young; wife)
Occupation:
Businessman
Inventor
Scientist
Education: College graduate with seven scientific degrees
First Appearance: Hardware #1 (April, 1993)

Abilities
Genius Level Intellect: Curtis Metcalf is one of the most brilliant scientific minds on the planet. He has created breakthroughs in metallurgy, computer science, nanotechnology, and plasma weapons. Curtis is also Earth's foremost expert on Cooperative technology having studied and reverse engineered devices aboard Icon's lifepod.
Mechanical Aptitude
Electrical Engineering
Mechanical Engineering
Computer Hacking
Martial Arts: Curtis Metcalf is a good hand-to-hand combatant, having been trained by his father in the martial arts.
Firearms: Skilled in the use of various types of firearms of his own design.

Equipment
The Hardware: All of Curtis Metcalf's superhuman abilities derive from a sophisticated suit of armor called the Hardware. There have been several different versions, labeled 2.0, 3.0 et cetera.
Shell: The basic armor is a plasticized metal alloy of Curtis' own design. Using a device called the Shell Forge, Hardware coats his body from head to toe with this material.
Superhuman Durability: Once polarized, the shell serves as a skintight, impact-resistant foundation upon which his external armor rests. Though not bulletproof, the shell is highly bullet resistant and can easily shrug off small caliber gunfire. It also has ablative capabilities that offer protection against low-level energy attacks like electricity and laser beams.
Superhuman Strength: The shell has programmable polymers integrated into its structure. Initially, the shell amplified Curtis's strength fifty fold, meaning that he could lift 5 tons under optimal conditions. However, Hardware's battle with the SYSTEMatic Mark III indicates that Curtis has significantly increased the shell's strength augmentation abilities.
External armor: The external systems of Hardware's armor are stored within the nano-robot housing pods in his helmet and shoulder pads. These systems are constructed by nano-robots, microscopic machines that are released via main control systems in the helmet. The external armor is powered by high efficiency batteries called power packs installed in the shoulder pads.
Skylark
Curtis' Personal Car: When he became Hardware, Curtis Metcalf was initially reluctant to use his personal car for crimefighting. However, he soon realized his car would be useful in situations like undercover operations in which his other vehicles like the Skylark would be too conspicuous. To this end, Curtis made extensive modifications to the car to improve its effectiveness as a crimefighting vehicle. Curtis has owned two cars. The first was a 1992 Lotus Esprit, which was destroyed by the costumed assassin Volt in an unsuccessful attempt to kill Metcalf. The second was a 1996 Dodge Viper GTS, which first saw action when Hardware aided his father Mitch Metcalf in bringing the crime boss Top Dog to justice. This car was destroyed by a missile fired by one of Top Dog's henchmen. He did not immediately replace it with a third car.
The Hardware: The armor comes with a versatile arsenal of weapons and tools.
Omnicannon
Plasma Whip
Retractable Sword
PLASER (Plasma Laser)
Energy Field
Fluid Gun
Custom Handgun: In his civilian identity, Curtis usually has carried a traditional handgun for self-defense. However, he increasingly found himself facing superhuman foes that could not be defeated with a mere gun. So, Curt began developing high-tech, easily concealable weapons to fulfill this need. Most notable of these is his watch, whose face flips up to reveal a hidden compartment containing a miniature version of his Omnicannon shell. In weapon mode, the watch uses pressurized gas to propel the shell toward a target with enough explosive force to destroy a car. Due to its small size, the watch only has enough ammo for one shot and lacks computer targeting systems, requiring Curt to manually aim it. A pressure field of Curt's design prevents the mini-shell from being accidentally detonated if he bangs the watch against a wall or similar hard surface.

History
Curtis Metcalf, alias Hardware is a superhero vigilante operating out of Dakota City. He is a genius inventor who has designed an advanced armored exo-skeleton with an immense arsenal of technological weaponry. He wages a one-man crusade against crime by night, fighting against his former mentor, Edwin Alva, and the international syndicate S.Y.S.T.E.M.

Origins
Curtis Metcalf was a child prodigy from a working class neighborhood, born to Mitchell and Denise Metcalf. At age twelve, famous inventor Edwin Alva took notice of his gifts and developed a personal interest in him. Alva paid his way through the top schools in the country, Curt graduated from high school at age fourteen, and got his first college degree at fifteen. After completing his education on scholarship, the only requirement was that he would come to work at Alva Technologies, where he was given an enormous salary, his own staff, and the freedom to work on anything he wanted. This paid off, and his inventions made millions of dollars for the company. Throughout his life, he considered Alva to be the closest thing he had to a friend, and more of a father than his own dad had ever been. Believing he should receive a higher share of the profits he generated, Curtis asked Alva for a pay raise and found out what the old man really thought of him. Alva had absolutely no respect for Curtis as anything other than a useful servant, and regarded their relationship as dog and master.
Enraged, Curtis tried to quit his position but was contractually obliged to never work for a competing company. Instead, he turned to blackmail. Searching for a blight on Alva's record, he instead discovered that his boss was a complete monster who was also a major figure in the covert international crime network S.Y.S.T.E.M. After submitting the evidence he had found to the proper authorities, Curtis was completely ignored. The level of power and corruption Alva had achieved permeated the legal system, and made it impossible for him to be taken down by conventional means. Instead, Curtis decided to bring him down himself. Making use of the vast technological resources at his disposal, he created an advanced suit of armor that allowed him to fight against the criminal enterprises of his enemy by night, using the alter-ego Hardware. Alva struggled every night against the high-tech dreadnought, unaware that he is funding his own arch-nemesis, who operates out of his basement.
From the beginning of his career, Hardware battled with all types of villains, most of whom were hired by Alva to kill him. From the body doubling assassin Reprise to the tech-inspired Technique, none of them could best the armored avenger. Within months, Hardware relentlessly picked Alva's organization to pieces, costing him millions of dollars. However, one day Edwin Alva discovered Hardware's true identity and appeared in his hideout! Alva's original rage turned into something else. Impressed by Curtis' tactical abilities and courage to stand up to him, Alva made him a stunning offer. In return for Hardware's protection and occasional help, Curtis would be made his second-in-command and allow him to dismantle Alva's criminal organization. Curtis accepted the deal, believing he could shut down the bad parts of Alva Industries and S.Y.S.T.E.M. easier this way. But first, he would need new armor.

New Armor, New Beginnings
In the months that followed, Alva seem to be living up to his end of the bargain, divesting from his criminal operations and training Curtis in the intricacies of running a multinational corporation. Deciding to go out with a bang, Alva decided to announce his retirement at the grand opening of Utopia Park. But when riots break out, Alva decided to take the safety of Utopia Park into his own hands. Donning a new prototype armor, Alva sacrificed his life to save a group of people from being crushed.
#hardware#curtis curt metcalf#curtis metcalf#curt metcalf#hard company#Shadow Cabinet#technique#alva technologies#dc#DC comics#thedcdunce#dakotaverse
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Excerpt from this piece from the Leonardo DiCaprio Foundation:
A state-of-the-art climate model, funded by the Leonardo DiCaprio Foundation and released by the prestigious scientific publisher Springer Nature, offers a roadmap for meeting -- and surpassing -- the targets set by the Paris Climate Agreement, proving that we can solve the global climate crisis with currently available technologies. The book, entitled Achieving the Paris Climate Agreement, was the culmination of a two-year scientific collaboration with 17 leading scientists at the University of Technology Sydney (UTS), two institutes at the German Aerospace Center (DLR), and the University of Melbourne’s Climate & Energy College.
As the Intergovernmental Panel on Climate Change (IPCC) warned in its Special Report on Global Warming of 1.5°C (SR1.5) released October 2018, the Earth must be kept below the dangerous threshold of 1.5°C in global average temperature rise above pre-industrial levels if we are to avoid a worsening of climate-related impacts.
Up until now, it was assumed to be difficult if not impossible to achieve the carbon budget required to stay below 1.5˚C -- equivalent to approximately 320 billion tonnes (Gt) of net carbon dioxide emissions (CO2) above early 2018 levels*. Humans today release approximately 40 GtCO2 per year, mostly from the burning of fossil fuels – coal, oil, and natural gas. At our current level of emissions, we would only have 7 years to completely cease the use of all fossil fuels, which is clearly not feasible. While many scientists have modeled 1.5°C climate mitigation pathways, to date almost all of them require the use of unproven and potentially dangerous geoengineering strategies like Solar Radiation Management (SRM) or Bio-energy with Carbon Capture & Storage (BECCS).
The One Earth climate model is groundbreaking in that it shows the 1.5°C can be achieved through a rapid transition to 100% renewables by 2050, alongside land restoration efforts on every continent that increase the resilience of natural ecosystems and help to ensure greater food security. These restoration efforts pull carbon out of atmosphere and store that carbon in forests and in the soil, creating approximately 400 GtCO2 of what scientists call “negative emissions” (shown in gold below the zero line), which allow us to stay below the 1.5°C limit.

The proposed energy transition outlined in the One Earth climate model will require an investment globally of approximately $1.7 trillion per year. This sounds like a lot, but it pales in comparison to the vast subsidies governments currently provide to prop up the ailing fossil fuel industry, estimated at more than $5 trillion per year by the International Monetary Fund (IMF). Taxpayers are unwittingly funding the climate crisis, and that needs to stop. The research tells us that we could be creating the clean energy future we so desperately need for less than one-third of what we’re spending now, and in so doing improve energy access in the developing world.
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Best Tents for Dog Camping

Check out our in-depth guide on the finest tents for camping with dogs before you bring your pet along on your next camping trip. You're not alone if you want to take your dog camping with you soon. As more people bring their pets on outdoor adventures, more campgrounds are pet-friendly.
IN A RUSH? HERE ARE OUR TOP SELECTIONS.
If you have never camped with pets before, it would be worthwhile to review the National Park Service's camping with pet policies. No matter where you want to camp, these practical suggestions can be beneficial.
Where should pets sleep when camping with people? is a natural concern. The solution is usually inside of you. If it's a chilly night, having your pet inside your tent with you will keep them and other wildlife (think coyotes or bears) safe, and quiet, and you'll have free heat. Fortunately, there is a broad selection of premium camping equipment designed exclusively for dogs on the market.
However, not all tents are good for animals. The best pet-friendly tents have plenty of space, strong floors that can withstand claws, and appropriate ventilation. (Also take your dog's size into account when determining the size of the tent entrances.) Not only that, Choosing a tent that is simple to clean when your trip is done is crucial. If you want to camp with a dog or other pet for any length of time, picking the correct pet-approved tent is also crucial.
Here are our picks for the ideal tents for canine camping.
Dome tent by Coleman with a screen room
This roomy tent is available in 6-person or 8-person sizes and has a screened-in space that serves as a second sleeping area for your dog. You may place up to two queen-size air mattresses inside the tent. However, at 21 pounds, this tent falls firmly into the realm of vehicle camping. (Except if you like a challenge!)
4-Person NTK INDY GT Tent
Despite being a smaller tent, the Indy is ideal for two campers and their pet. Due to its waterproof construction, you can store goods outside of your sleeping area in the front vestibule. An added benefit: The flooring is composed of robust, anti-fungal plastic (perfect for summer rainstorms, humidity, and wet dogs).
Montana Elite Coleman Tent
With more than 2,000 reviews on Amazon, this 8-person tent boasts the distinction of being the National Park Foundation's official tent. It also includes hinged doors and an easy setup (for repeated trips to let the dog out).
Marmot Crane Creek 2-Person Backpacking Tent When you and your dog are the only two people camping, this ultra-lightweight tent is ideal. The all-mesh structure of this basic tent allows you to sleep outside even without the rainfly.
3-Person Kelty Trail Ridge Backpacking Tent
This tent from Kelty, another choice for backpacking, provides a little bit more space than the Marmot alternative. With two doors, you can exit without bumping into anyone, and two side vestibules offer additional storage.
10-Person Columbia Fall River Tent
This tent from Columbia is on the other end of the tent range. This two-room alternative is more like a cabin than a tent and is large enough for a pack of animals—no complaints! It is the option on our list with the biggest space because of the vertical walls and high ceiling. (Unlike most on our list, this one allows you to stand up.)
SUV Tent Napier Backroadz
One option to increase the amount of sleeping space in a tent—or make more room for your furry friends—is to fasten it to your car. With this Napier type, you can reach the cargo area of your vehicle from inside the tent and it fits all SUVs and minivans.
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Text Dataset From Global Technology Solutions
Is it possible for Natural Language Processing systems to be developed that are not dependent on text annotation and Text Dataset services? Is it possible for machines to learn and execute the intricate details of human language by themselves? To solve these problems, it is necessary to understand text annotation and NLP.
You can think of it as a starting dataset that allows programs to learn, analyze, learn, and find relationships. Performance of DL or ML models will be determined by the quality and amount of training data.
The faster processing speed of machines and their knowledge storing abilities have made them more efficient than humans in routine and manual jobs. One can harness their speed and train them to become smart machines. By providing relevant training data , machines can be trained to emulate the human brain.
Although Training Data is a simple concept, it is the foundation for many cutting-edge technologies such Machine and Deep Learning.
Why Training Data is Important?
AI Training Datasets is labeled and well-structured data that helps to fine-tune your ML algorithms. For accuracy in training your models, you need a lot of data.
For a model to work well, it is important that the data be large enough. Images of the road will not be sufficient to enable self-driving cars. You will need to feed labels images that indicate every object such as a vehicle or street sign. Sentiment Analysis projects will require algorithms to be fed training data that will enable it to recognize slang or jokes.
What exactly is text annotation?
Text Annotation refers to the process of extracting information from text or audio recordings. It is the process by which meaningful words are identified and categorised in a text. It is used to help add critical information to raw data. This makes it more understandable to machines that can perform tasks.
How can I gather Training Data?
GTS will be your data labeling partner and assist you in finding training data. We have the expertise and experience to label images and videos and offer data labels for different industries.
We offer image, text, or video annotation services to suit different uses such as drones and agriculture, retail, autonomous cars, and sports. The following are our specialties
Image Labeling Services
Video Labeling Services
Text Annotation Services
Types of text annotation service
1.Annotation for Entities
An entity annotation refers to the process of extracting, recognising and annotating entities in text. It involves the identification and tag of a particular section of text that contains proper names, functional parts of speech, such as nouns or verbs.
2.Annotation on Relationships
This type is used to identify and capture the relationship between two elements. There are two options for entity linking: you can link two entities within a text, or link the entities to knowledge bases that are relevant to them.
3.Document classification
Document classification (also known as text class) refers to the process of labelling a document or line of text. Text annotators look at the content and determine its intent, subject, or sentiment. Then they assign it to a category.
4.Annotation on Sentiment
It is the identification of hidden emotions in text and email. Robots can use sentiment annotated data to help them understand the sentiments behind emails and texts.
5.Annotation Linguistic
Linguistic annotation can be used to create labelled datasets for Natural Language Processing (NLP), models such as chatbots and interpreters. This includes annotating language data in audio recordings or text. It is mainly composed of phonetic, semantic, and grammatical elements.
GTS
Global Technology Solutions is a specialist in providing AI data collection and labelling services that can be scaled to help you build precise and accurate machine learning models. Our Speech Recognition Dataset can be used in a wide range of areas such as healthcare, banking and technology.
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Creating a Comprehensive Menu Dataset: A Guide
In today's digital age, data plays a crucial role in various industries, and the food and hospitality sector is no exception. Restaurants, cafes, and food delivery services leverage datasets to enhance customer experiences, streamline operations, and make informed business decisions. One fundamental aspect of this data is the menu dataset, which contains information about the items offered by an establishment. In this guide, we'll explore how to create a comprehensive menu dataset for your business.
Define Dataset Structure
a. Item Information
Item ID: A unique identifier for each menu item.
Name: The name of the menu item.
Description: A brief description of the item.
Category: The category to which the item belongs (e.g., appetizer, main course, dessert).
Price: The cost of the item.
b. Dietary Information
Ingredients: A list of ingredients used in the preparation.
Allergens: Any allergens present in the dish.
Calories: The estimated calorie count.
c. Availability
Availability Status: Indicates if the item is currently available or not.
Available Time: Specify if the item is available only during specific hours.
Data Collection
a. Menu Item Details
Gather information about each menu item, ensuring accuracy and completeness.
Collaborate with chefs and kitchen staff to obtain details about ingredients and preparation methods.
b. Pricing Strategy
Consider factors like ingredient costs, market trends, and competitor pricing.
Decide on a pricing strategy that aligns with your business goals.
c. Allergen and Nutritional Information
Work with nutritionists to gather accurate data on allergens and nutritional content.
Clearly communicate this information to customers for transparency.
Data Management
a. Database Setup
Choose a suitable database system (e.g., SQL, NoSQL) to store your menu dataset.
Ensure proper indexing for quick retrieval.
b. Regular Updates
Keep the dataset up-to-date with seasonal changes, new additions, and removals.
Implement a system to track menu updates and modifications.
Data Integration
POS Systems
Integrate the menu dataset with Point of Sale (POS) systems for seamless order processing.
Ensure real-time synchronisation between the menu dataset and the POS system.
Online Platforms
If applicable, sync the dataset with online platforms to display accurate information on websites and food delivery apps.
Provide APIs for third-party platforms to access your menu data.
Data Security and Compliance
a. Customer Privacy
Implement measures to protect customer data, especially if you collect and store order history.
Comply with data protection regulations.
Regular Audits
Conduct regular audits to identify and address potential security vulnerabilities.
Keep abreast of changes in data protection laws and update your practices accordingly.
Data Analytics
a. Customer Preferences
Analyse customer order history to identify popular items and trends.
Use this information to optimise menu offerings.
b. Sales Performance
Track sales performance of each menu item to understand profitability.
Adjust the menu based on sales data to maximise revenue.
Conclusion
A well-structured and managed menu dataset is a valuable asset for any food establishment. It not only facilitates smooth operations but also enables data-driven decision-making. By following the steps outlined in this guide, you can create a comprehensive menu dataset that serves as a foundation for success in the competitive food and hospitality industry. Keep adapting and refining your dataset to meet the evolving needs of your business and customers.
How GTS.AI Can Help You?
At Globose Technology Solutions Pvt Ltd (GTS), data collection is not service;It is our passion and commitment to fueling the progress of AI and ML technologies.GTS.AI can leverage natural language processing capabilities to understand and interpret human language. This can be valuable in tasks such as text analysis, sentiment analysis, and language translation.GTS.AI can be adapted to meet specific business needs. Whether it's creating a unique user interface, developing a specialised chatbot, or addressing industry-specific challenges, customization options are diverse.
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Twitter.com/motorious_cafe
[CHANGING MY NAME TO: Mo (first name) Torious (last name)] i asked my parents if I could come up to westchester to have dinner with them, or to briefly stay while I looked for an apartment. They said no. It’s funny, Dr Tabar at Belkvue Hospital (Dr Mounir, intake), told me that I should cut off my relationship with my mother. The only reason my father asked me to attend her 80th birthday party, was to keep up appearances. Before the night was over, and after my speech (unmmmzm....I got you a car), he told me in no uncertain terms that I am no longer welcome in his house. I dove get it. His brother Ladipo Fayemi is a caseworker at HRA HASA, who never once intervened for me, and who nobody in that agency thought to refer my case to. Mr. McCoy, used to make fun of the name. No matter, I no longer want to be called that. I told them that since my father still continues to lie about not having received a copy of the doctored IRS Filings which Lucy Ostrofsky (acting in house counsel) had filed, directly ignoring my instructions, before I was forced out of the company and off the corporate bank account (it takes 3 members of management: myself, Richard McGinnis (Kurt Salmon Associates), President of Motorious Retail Stores (m&m/Mars Family: sponsor of Kyle Bush’s Toyota at NASXAR), patent holder, casino slot machine algorithms) and Philip Munger (who once, unbeknownst to me, withdrew $5,000 in cash from his personal Citibank account, and deposited it into my (the corporate) account, triggering FBI Money Laundering Red Flag: I have never even seen $5,000.00 in cash in one place in my entire life. I spent $500 to $10,000/month on my AMEX PLATINUM: and repaid it within 30 days. Beginning in 1992. Until I didn’t and went bankrupt for $60,000. Bottom line: I don’t trust the man, and he and I no longer have a relationship. All he and my mother have done is agree with the psychiatrists who keep diagnosing me with paranoid delusions that I run a company. All this, I believe, because the only company he ever ran, ended up in trouble with the IRS. I’m beginning to be really suspect about his book selling and his AIDS Charity for orphans in Africa. Before he kicked me out of the house, he asked me if I wanted to help him with his Foundation, and I said « no » I want German citizenship. A look at my brief work history shows I never stay in 1 place very long. What’s wrong with having wanted a change and to seek opportunities abroad? Science Advisers, led by Norman Heyman, Jean Robert Le Shufy, and Kevin DeVito (New Capital Horizons, the US arm of New Capital AG in Switzerland: COPE Holdings (XTERA DAX | NASDAQ) Zuggero, CEO | lent ICV, llc (Integrated Concepts Vehicles, llc, Flipboard.com/@ICV_llc, the first $137,000 after I had lent the corporation $60,000. MOTORIOUS MONEY GRID: says $100,000.00 loan am was made by Phil Munger on November 1, 1999. If that had been the case, why were none of the vendors at the show paid, and why did I receive a phone message on December 31, 1999 from Philip Munger: [email protected], the DAY AFTER I received a message from Wayne Irving of Spin Records that he had secured $25 Million from ING Barings? My only Full Time Employee: John Goodwin, who I met at Pump No 8 at the Mobil Gas Station in Rancho Palos Verdea, took a salary of $80,000.00 + benefits + expense reimbursement, where on July 2, 1999 he secured an LOI with the Make A Wish charity for a proposed October 31, 2000 Charity Rade at Texas Motor Speedway. He had 9 months to secure a deal with Ford to provide NASCAR vehicles for the event, which was supposed to commemorate 100 Years of Motorsports in America, and also commemorate both Ford and Harley Davidson’s 100th Anniversary. Moose returned saying that the sponsors (especially the protected sponsor, Coke, will not let the drivers out of their contests to drive the event) Autoweek Magazine, the same issue it quoted several drivers as wanting to participate, reported that My Apple Laptop « had ears ». Motor Trend Magazine wrote an article entitled « The Automotive Analyst », a « fictitious story about a Wall Street analyst having problems with his wife, while talking to his shrink. The concluding sentence: « Build The Car » My only contribution to Ford would have been when I called the $3 million monstrosity (Focus) built by John Colletti and Motor Trend: Ian Cartabiano has penned a sick Mis-Engined Ford Focus Rally Car, which was to have shared a platform with the Renault R5 (Nissan: where Doi had previously worked after NCIS). That, and the referral from Mark Stehrenberger to Scott Sharpe Racing, to [Ford Tuner: I ferget] , who wrote a proposal for tuning the 4.0 liter Jaguar V8 for the Motorious Show Stand, as a potential BMW M5 competitor. Of the $137,000.00 loan, $50,000 went to Mark Stehrenberger Design, who was to generate 3 proposals for the Deusenberg PHAETON: Mercedes Benz Ocean 4 door convertible concept...to. E build at the DRESDEN Factory in Germany), the other $50,000 went to Robert Marianich in Huntington Beach, who was to have converted his studio, and built a « clay resurfaced » proposal of the RIVOLUZIONW: 1999 LA Auto Show, next to Shelby Series One (I met Carroll at Jay Leno’s, where he asked me to contact his assistant, Pearlita Shelby, about helping him with production of the OLDSMOBILE AURORA Engined SERIES ONE: autopsia.wordpress.com, slated to return to INDYCAR, to replace the Honda unit, now that they created Touring Car. I wanted to get the rights to MG ROVER (BBC: BMW’s English Patient), known as Rover Sterling 825 in America (Acura Legend): ARCONA | After the misérable failure of Phoenix Holdings, which paid Queen Elizabeth the nominal sum of £10, and then before becoming the four most overpaid executives in the UK Auto Industry. I even went so far as to ask Lakshmi Mittal (Arcelor Mittal and Harris’s) if he would help me to purchase Land Rover from TATA. CAR AND DRIVER MAGAZINE (Hearst Publications: Vladimir Putin) April Fool’s | Toyota buys Oldsmobile Trademark for $5,000. FIAT acquire the right to the Oldsmobile Aurora Engine through my partnership with Carroll Shelby, Gets the Oldsmobile Dealerships (10 year warrante on the engine), Change the nage to Alfa Romeo, and modify the engine for use in US Alfa’s, like the GT-V8, Spider Véloce (Duetto V8: BMWfilms.com Béat the Devil). Unfortunately, John Goodwin went bankrupt, my ex-wife had a hidden camera in our bedroom vent (Waiting to Exhale, Bernadine’s Rage: 6624 Oceancrest Drive, RPV, CA, 90275). And all of our personal and my corporate accounts were closed on August 14, 2001, due to malfeasance on her part: https://m.youtube.com/watch?v=6vwNcNOTVzY [The Private Bank: Union Bank of California (Mitsubishi Sumitomo: KIRETSU): Peggy Fahnestock, Gloria Marquez: who refinanced my BMW Financial Loan from JP Morgan Chase, because it was higher interest rate than a similarly situated white nan, all other things being equal. The VENDETTA (redesigned Rivoluzione: 200 LA Auto Show, was in an accident THE FIRST DAY I DROVE IT. I didn’t even make it to the highway. There was at least $100,000? In customization (hand hammered and rolled Aluminum body parts riveted and bonded to the steel: Robin Officer, Captain Metal, Magic Mountain, CA (A Kiwi). who I believe, was interviewed on the Jay Leno show dresses in drag. By keeping all the receipts to every modification, the insurance company: GEICO, had to first restore the vehicle to its original condition, THEN, cover all the replacement customization which they did, before canceling my policy the sane day the lease on my 328i was repossed, with $5,000.00 worth of renderings and sketches by Ian Cartabiano, which actually appeared in Bimmer Magazine in 1998. My mother refuses to give me my birth certificate. Whats wrong with this picture? mo torious On Oct 14, 30 Heisei, at 2:25 AM, mo torious <[email protected]> wrote: David Ebersman, Will you be the part time CFO on my private placement? except for the fact that Angel List is formerly Google, and I found it impossible to do due diligence on who people claimed to be. since I came from Wall Street, and have helped raise over $500 Million for companies during my career, even though it is many years later, I still know many of the same people. The first person who made a referral for me, was Paul Howard of HQH: Hambrecht & Quist Healthcare, in NYC, when he introduced me to his MIT Sloan School Claasmate, Douglas A Doi (founder of Doi Golf). I see his name on many research publication footnotes, such as the NEW ENGLAND JOURNAL OF MEDICINE ARTICLE: The Beginning is the End of AIDS. The second referral came from Barney Hallibgby, who introduced me to Doug Casey at Gates Capital at 200 Park Avenue, New York, NY, who floats Government Bonds and Municipal Bonds for manufacturing, such as at the March Global Port, which was a former military base turned into a commercial port. As part of the 3Q/2001 earnings report, as quoted in the Wall Street Journal, William Clay Ford, III made two announcements: 1. We are no longer pursuing our aftermarket strategy. (usurped and mismanaged by Jacques Naaser) 2 We can no longer afford to spend 11.1% of sales, on Marketing/Advertising. Bad news for Ogilvy/Mather. Possible 11.1% increase in margins. William Clay Ford: Uber is losing hundreds of millions to billions every year. If All the risks are borne by the driver, why can’t they turn a profit? The following article on the same page of the WSJ, was that The Blackstone Group « was looking for its next big deal ». Instinct tells me to defer from inviting them, or Goldman Sachs or any of its clients (like Facebook and Twitter) to participate in this private placement. http://fortune.com/2012/02/01/meet-the-man-behind-the-facebook-ipo/ https://m.youtube.com/watch?v=B5gQoZEZn04 https://m.youtube.com/watch?v=O8PM_EybRdo https://dealbook.nytimes.com/2012/07/01/facebook-not-feeling-friendly-with-nasdaq/ https://www.forbes.com/sites/ericsavitz/2012/09/04/facebook-sets-another-new-low-nyt-rips-cfo-ebersman/ mo torious On Oct 13, 30 Heisei, at 10:56 PM, mo torious <[email protected]> wrote: M_DriversLicense (@onyx_project) 2/6/28 H, 12:51 PM i-am-motorious.tumblr.com/post/129742049… @AngelList @UBSf1 @UBS frontinalispartners.com @Ford @LapoElkann_LE @Zurich @CreditSuisse pic.twitter.com/2pZqP9LAin
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Best Investment Opportunities in Islamabad
A more noteworthy number of money related promoters are placing assets into business properties like House for sale in Rawalpindi whether they are properties for deals in Islamabad or on rent. Since it's the most helpful decision also as a steady one in addition.
Stupendous as one of the world's most awesome capitals, it has shown puzzling improvement famous lately. Undeniably, it is maybe the most strong city for the land insight. In addition, something from the capable, adding business properties to your portfolio can give it a substitute edge.
There are different reasons area/abroad Pakistanis put their hypothesis holds inland. For instance, stable pay, charge advantages, and high hypothesis (ROI) returns.
In like way, first in class private scenes in fundamental metropolitan associations like Islamabad, Karachi, and Lahore, offer supreme offices that are intriguing to abroad nationals.
Besides as the vast majority of the monetary help are abroad nationals, the latest regulatory way of thinking grants them a one-time help. In which case, monetary help are avoided keeping up with such compensation, in necessities to get their lost insistence.
The Covid-19 pandemic made a huge weak opening in the real estate market, indistinct with the overall hang and PM Imran Khan's housing plan — persuading Pakistan to inspect its monetary legitimacy.
All through the significant length, Rawalpindi's comprehensive local area has filled in numbers, achieving the advancement of new housing plans and exercises to remain mindful of the deterrent. Various inhabitants from the city's edges have started to make this metropolitan city their home of choice and there is developing interest for homes for lease in Islamabad.
So here's a quick outline of such business land properties Islamabad offers that would be important.
Put assets into DHA Gotten comfortable Rawalpindi, it's a lifestyle district rich with impressive scenes and contemporary homes. It is conceivably the most well known relationship for occupants, visitors, and business colleagues. Coordinated on the basic GT Road, the DHA private arrangement is disconnected into principal five phases, with an undertaking into Flat for sale in Rawalpindi.
It's an awesome theory opportunity on account of its ideal region, extraordinarily rich housing comforts, nature of the arrangement, and the refreshingly upscale region. This huge number of qualities increment the measure of actually built homes available to be purchased in Islamabad.
DHA society was coordinated concerning where people can work, live, and unwind. Its noteworthy metropolitan getting sorted out is the explanation it offers fundamental yields on hypothesis. The nearby shows a gathering of head affiliations like stores, work environments, nurseries, and first rate informational foundations. This fiery lifestyle is stacked with gigantic accumulates eating up and retail decisions also.
In view of the COVID-19 emanation, the public authority has communicated diverse working with packs to likewise support business conditions. This has affected the state of the real estate market enthusiastically.
New present day zones, remaining social orders, and coaching metropolitan regions along the 38-kilometer long Rawalpindi Ring Road are to be set up. Besides, the progress of the sans sign Islamabad Expressway will give monetary worth to a few housing projects.
The two undertakings will at last work on the key handiness between the twin metropolitan areas. Consequently, it makes Bahria town and DHA the spots with the best land insight with an entry in 2021.
Put assets into Bahria Town Orbited by unfathomable plan, It is positively a benefit to live in maybe the most grand locale. Close by its ideal area, it has a social occasion of shocking private new developments and high level lifestyle scenes.
This family-obliging region exceptional scenes, assurance, and a super hot setting.
Tenants can see the value in a great deal of enjoyment and redirection working conditions, absorbed rich gobbling up experiences. In the occasion that you're wanting to buy a shop, searching for sensible office space, or business plots, something meets each monetary strategy major.
As one of the most astonishing business land theory perceives, this promising private improvement is a stunning lifestyle scene. The region is all interesting for individuals who are searching for properties like Residential Plots for Sale in Rawalpindi.
Land is a making industry in Pakistan. Monetary advocates are charmed both in business and private properties, all of them has its potential increments and drawbacks yet all things considered it is seen as unsurprising theory.
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Some states tax at least some food items
Image by Hucklebarry from Pixabay
When the hubby and I started out our life together, we were young and poor. Like watching every cent poor. That included our food budget.
All those decades ago, our regular Monday night meal was macaroni and cheese.
In the budget-conscious beginning, it was store brand boxed mac and cheese mix. As our earnings increased, we upgraded to brand name boxes. We knew were doing OK when Monday Meal morphed into the frozen version.
We still have Monday Meal, but not exclusively on the first weekday. But it's still a quick dinner that we supplement with fresh veggie sides and, if I'm feeling energetic, homemade cornbread. We are not, however, buying mac and cheese flavored ice cream as this, or any, meal's dessert!
Food troubles, tax break help: I realize how fortunate we are to eat what we want — cooked ourselves, microwaved, or carry-out/delivery — when we want. Lots of people are where we were decades ago, and they are having trouble upgrading their eats.
The COVID-19 pandemic worsened the food issues, as families lost one or all of their literal breadwinners to coronavirus workplace closures. The one tiny, thin silver lining is that COVID relief payments are helping.
The percentage of American families with kids who report not having enough to eat fell dramatically after the first child tax credit payments were distributed last month, writes Helena Bottemiller Evich in a recent Politico article.
She cites U.S. Census findings that a drop last month in food insufficiency, which generally is described as sometimes or often not having enough to eat, was reported mostly by households with children after they got the first of the Advance Child Tax Credit (AdvCTC) payments.
That extra cash — $300 for each qualifying child age 5 or younger, $250 for youngsters ages 6 to 17 — apparently made a big difference at the grocery store.
No tax means some shopping savings: Another thing that helps shoppers is the no-sales-tax status in most states of food. It might not seem like much to most of us, but when every penny literally counts, it makes a difference.
The good news is that most of the 45 states that have state sales taxes don't tax food. (Quick note, while Alaska joins Delaware, Montana, New Hampshire, and Oregon in not levying a state sales tax, it allows local governments to assess them. However, Alaska exempts food statewide from any sales tax.)
Seven states are at the other end of the sales tax collection scale.
The Federation of Tax Administrators (FTA) says food purchased in Alabama (4%), Hawaii (4%), Idaho (6%), Kansas (6.5%), Mississippi (7%), Oklahoma (4.5%), and South Dakota (4.5%) is taxed at each state's general sales tax rate. That's the percentages in parentheses.
However, notes the FTA, five of the full food-taxing states offer lower-income households a rebate or income tax credit to offset the tax. They are Hawaii, Idaho, Kansas, Oklahoma, and South Dakota.
In between are, well, in between food taxers. Again, thanks to the FTA for its research that shows several states tax food at rates lower than their general sales tax. They are:
Arkansas' 6.5% general state sales tax rate doesn't apply to food, but it does assess a 0.125% tax on food, along with local tax rates.
Illinois has a 6.25% general state sales tax rate and 1% tax on food.
Missouri's general state sales tax rate is 4.225% and it has a 1.225% tax on food, along with local tax rates.
Tennessee's 7% general state sales tax rate is cut to 4% for food purchases, along with local tax rates.
Utah has a 6.1% general state sales tax rate, which includes a statewide 1.25% tax levied by local governments, and a 3% (again, with the 1.25% local add-on) tax on food.
Virginia levies a 5.3% general state sales tax rate, which includes a statewide 1% tax levied by local governments, and a 2.5% (again, with the 1% local add-on) tax on food.
Three states don't tax food, but food sales are subject to local taxes. They are Georgia (4% general state sales tax rate), Louisiana (4.45%), and North Carolina (4.75%).
Food tax debates continue: The debate over whether to tax food is not new.
A Center on Budget and Policy Priorities (CBPP) asked in a 1998 paper Should States Tax Food? The progressive Washington, D.C.-based think tank's conclusion:
State tax systems typically have two major shortcomings. First, they place an unnecessarily heavy tax burden on low- and moderate-income households. Second, in many states the revenue they generate does not grow at an adequate pace without periodic increases in tax rates. These shortcomings are exacerbated in states that levy their sales taxes on the purchase of grocery food because food consumption as a percentage of income is particularly high among the poor and because food purchases in the economy as a whole are declining as a share of total consumer spending.
More than two decades later, the argument continues. In an April 2020 report, the CBPP says States That Still Impose Sales Taxes on Groceries Should Consider Reducing or Eliminating Them.
"Bad" taxable food: A similar debate also consumes much tax policy energy, specifically, what is food for tax purposes?
Certain edible items are deemed taxable by states. This generally is so-called bad food, such as candy and sugar-sweetened beverages.
The Tax Foundation's colorful map below shows the many variations among states on how to tax groceries, candy and sodas.
Finally, remember these state sales taxes, exemptions, and offsetting rebates and credits apply to products bought at grocery stores.
Prepared meals at restaurants, and in many cases even those sold at grocery stores, typically are taxed at states' full sales tax rates.
You also might find these items of interest:
Sin taxes are lone revenue bright spot in COVID-hit economy for many states
DoorDash et al apparently aren't collecting sales tax on delivery and service fees
Hungry for some football watching food? Your Super Bowl party budget better include party snack taxes
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Sachin Tendulkar Vs Sachin Bansal and Their Net Worth
Here we read net worth of two Sachin. One is Sachin Tendulkar other is Sachin Bansal. We will see both Sachin’s net worth, business, investment values, income and earnings. Sachin Tendulkar is former Indian cricketer while Sachin Bansal is entrepreneur, ex chairman and CEO of Flipkart. Other details and net worth of Sachin Tendulkar other is Sachin Bansal are explain here.
Net Worth of Sachin Tendulkar :
Sachin Tendulkar info:

Source : Sachin Tendulkar Facebook page
Sachin Tendulkar is a former Indian international cricketer. Born in Mumbai, Maharashtra on 24 April ,1973 in Maharashtrian family. He is known as God of Cricket, Little Master and Master Blaster.
He is the highest run scorer of all time in International cricket.
Net worth and business of Sachin Tendulkar:
Sachin Tendulkar Net Worth
Rs.1066 Crore
Personal Properties
Rs.520 Crore
Luxury Cars Owned – 10
Rs.15 Crore
Annual Income
Rs.27 Crore
Brand Endorsement Fee
Rs. 15 Crores
In 2013, Tendulkar was listed at 51st position in Forbes’ list of world’s highest-paid athletes, with his total earnings estimated to be USD 22 million. In October 2013, the net worth of Tendulkar was estimated at USD 160 million by Wealth-X, making him India’s wealthiest cricket player.
Tendulkar’s popularity has led him to get big business deals and sponsorships. He signed a record sports management deal with WorldTel in 1995, the value of the deal being ₹30 crore (US$4.6 million) over five years.
After that he did contract with WorldTel in 2001 was valued at ₹80 crore (US$12 million) over five years.
In 2006, he signed a contract with Saatchi and Saatchi’s ICONIX valued at ₹180 crore (US$28 million) over three years.
Tendulkar was made the icon player and captain for the Mumbai Indians in Indian Premier League (IPL) Twenty-20 competition in 2008. As an icon player, he was signed for a sum of US$1,121,250, 15% more than the second-highest paid player in the team.
Tendulkar has opened two restaurants: Tendulkar’s (Colaba, Mumbai) and Sachin’s (Mulund, Mumbai) and Bangalore. Tendulkar owns these restaurants in partnership with Sanjay Narang of Mars Restaurants.

Source : Sachin Tendulkar Facebook page
Tendulkar co-owns the Kochi ISL team in the Indian Super League Football in association with PVP Ventures owned by Prasad V Potluri. The team has been named as Kerala Blasters after his nickname “Master Blaster”.
He also co-owns the badminton team Bengaluru Blasters which participates in the Premier Badminton League.
Awards:

Source : Sachin Tendulkar Facebook page
Tendulkar received many awards during his professional cricket career.
Arjuna Award – 1994
Rajiv Gandhi Khel Ratna award – 1997
Padma Shri – 1999
Padma Vibhushan – 2008
Bharat Ratna – 2013
“Most Influential People in the World” – Time 100 list
House and car:
Sachin Tendulkar owns a luxury designer House at Bandra West, Mumbai. The Cost of the House around Rs.60 Crores and it is built in 2009.
Some of the car brands owned by Sachin Tendulkar include Ferrari and BMW. Few cars were personally purchased by him and few were gifted through Sponsors. The following list is the Cars owned by Sachin Tendulkar.
BMW i8
BMW 750Li M Sport
BMW X5M 50d
BMW M5
BMW M6 Gran Coupe
Ferrari 360 Modena
Mercedes-Benz C36 AMG
Nissan GT-R
Maruti 800
Maruti Esteem
Related: Salman Khan Vs Salman Khan and Their Net Worth
Sachin Tendulkar Brand Endorsements
Sachin Tendulkar has been sponsored by several brands throughout his career. Here are some big brand names.
Boost
Pepsi
Coca-Cola
MRF
Adidas
Britannia
Fiat Palio
Toshiba
TVS
ESPN Star Sports
Canon
Airtel
Reynolds
Colgate-Palmolive
Philips
VISA
Sachin Tendulkar : Philanthropy
Tendulkar sponsors 200 underprivileged children every year through Apnalaya, a Mumbai-based NGO associated with his mother-in-law, Annabel Mehta. A request from Sachin on Twitter raised ₹1.02 crore (US$150,000) through Sachin’s crusade against cancer for the Crusade against Cancer foundation.
Sachin Tendulkar spent nine hours on the 12-hour Coca-Cola-NDTV Support My School telethon on 18 September 2011 that helped raise ₹ 7 crore – ₹ 2 crore more than the target – for from the creation of basic facilities, particularly toilets for girl students, in 140 government schools across the country.
Sachin Tendulkar: Autobiography.

Source : economictimes.indiatimes.com
Sachin Tendulkar’s autobiography “Playing It My Way” book by Boria Majumdar and Sachin Tendulkar and published by Hachette India was released on 6 Nov., 2014.
This book has broke all records for an adult hardback across both fiction and non-fiction categories with 1,50,289 copies confirmed on order subscriptions.
It was entered in Limca Book of Records for 2016.
Sachin Tendulkar : Biographies
Sachin Tendulkar has been the subject of various books .Many author wrote books on him. Here are the list of books on Tendulkar’s career:
Playing It My Way – an autobiography.
Sachin: The Story of the World’s Greatest Batsman by Gulu Ezekiel. Publisher: Penguin Global.
If Cricket is a Religion, Sachin is God by Vijay Santhanam, Shyam Balasubramanian. Publisher: HarperCollins India
The A to Z of Sachin Tendulkar by Gulu Ezekiel. Publisher: Penguin Global.
Sachin Tendulkar-a definitive biography by Vaibhav Purandare. Publisher: Roli Books.
Sachin Tendulkar – Masterful by Peter Murray, Ashish Shukla. Publisher: Rupa.
Master Stroke: 100 Centuries of Sachin Tendulkar by Neelima Athalye. Publisher: Sakal Publications.
Sachin: A Hundred Hundreds Now by V. Krishnaswamy
Sachin ke sau shatak by Dharmender Panth, a book on Tendulkar’s 100 centuries written in Hindi.
Do you want above Sachin Tendulkar’s Books : Click here
Sachin Tendulkar Net Worth Growth Estimate
It is estimated that, the net worth of Sachin Tendulkar will grow by 70% in the coming years and so does his Income. Sachin Tendulkar Owns Hotel Businesses and Co owner of One of the ISL team. This will lead to the Higher Net worth.
Related: IPL Brand Value and Brand Value of IPL Teams
Net Worth of Sachin Bansal :
Sachin Bansal Info:
Sachin Bansal is an Indian Software engineer and entrepreneur best known as the former co-founder, chairman, and chief executive officer of Flipkart, India’s second largest e-commerce platform.

Sachin Bansal born in Chandigarh on 5 August, 1981. He graduated from Indian Institute of Technology (IIT) – Delhi in 2003 with a degree in computer science engineering.
In 2006, He joined Amazon.com as a senior software engineer. But Sachin wanted to be a professional gamer, soon he and Binny Bansal, a fellow Amazon.com engineer, left Amazon to start Flipkart.
Initially they thought of starting a comparison search engine but realized that the market for E-commerce in India was very small.

Sachin Bansal and his business partner Binny Bansal launched Flipkart from an apartment in Bangalore with $6500 (4,00,000 rupees) cash. In 2007 during the early days of Flipkart Sachin Bansal and Binny Bansal used to deliver books across Bengaluru on their scooters.
It wasn’t an easy road as Internet connection was extremely low and e-commerce, so they gave away pamphlets outside books stores. They faced difficulties with book vendors for tie up and permission of credit card payment.
But they slowly expand their operation. In 2016, Flipkart achieved the milestone of 100 million registered customers
Bansal is 65th on Forbe’s 2016 Indian Billionaires List with his net-worth valued at $1.2 billion in March 2016. Both Sachin and Binny became the first Indian e-commerce entrepreneurs to be named among the 100 most influential people in the world by Time magazine.
Sachin Bansal – Net worth:
Net worth of Sachin Bansal is around $ 1.6 Billion (9 May 2018)
Bansal, who was CEO of Flipkart for nine years, held a 5.5% stake in the Bengaluru-based company before Walmart bought a 77% stake in it for $16 billion (May 09,2018).
Sachin Bansal, who co-founded Flipkart with his friend Binny Bansal in 2007, is estimated to have pocketed between $800 million (Rs5,381 crore) and $850 million (Rs5,717 crore) from the acquisition, according to e-commerce analysts.
Over the years, both of them have invested some of their wealth in newer Indian startups, such as smart electric-scooter maker Ather Energy, Robotics Company GreyOrange, and Team Indus, which was building a spacecraft to compete for Google’s XPrize lunar award.
Awards:
Source : Business Today
Entrepreneur of the year – ET Awards (2012–2013)
In November 2015, Sachin Bansal along with the co-founder of Flipkart, Binny Bansal, was named the 86th richest person in India with a net worth of $1.3 billion by Forbes India Rich List.
India Today magazine ranked him 26th along with Binny Bansal in India’s 50 most powerful people of 2017 list.
The Straits Times of Singapore has chosen Sachin Bansal along with Binny Bansal for the prestigious “2016 Asian of the Year” as part of a group called “The Disruptors.
Both this Sachin play vital role in their field. One is the role model for the professional cricketer other one is role model for startups and entrepreneurs in India. One has set up road for professional cricket other one has set up online startup eco system road in India.
Source: http://www.desientrepreneurs.com/sachin-tendulkar-net-worth-vs-sachin-bansal-net-worth/
#sachin#sachin bansal#sachin tendulkar#cricket#cricketer#business#earnings#money#businessowner#networth
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