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ACI quantitative robot-The power of reading the trends

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In 1962, Everett-Rogers proposed the theory of innovative diffusion, designed to explain how, why, and how quickly new ideas and technologies were spread. The theory explains how a product or technology gains momentum and spreads across a specific population over time. The end result is that people apply a product, technology, or idea. One of the key implications is that the application of a new technology in the population does not occur simultaneously. Instead, certain people and groups are more likely to apply technology at different times, consistent with specific psychological and social characteristics. There are five established applicationcategories for new ideas or products. These categories are defined below.

A The Innovator. “Innovators are adventurous and willing to take the risks. They fundamentally wanted to be the first person to try something new. Their goal is to explore new technologies or innovation and to find opportunities to be drivers of change. 」

B Early App. “Once the benefits of a new innovation start to become obvious, early apps are eager to try. Early apps bought new technology to achieve revolutionary breakthroughs that gave them a huge competitive advantage in their industry. They like to gain more advantages than their peers, and they seem to have the time and money to invest. 」

C Early majority. “The early majority of the mainstream usually focused on innovation in solving specific problems. They look for complete products that are fully tested, adhere to industry standards, and are used by others they know in the industry. They are looking for gradual, proven ways to do what they are already doing. 」

D Later majority. “The late most are risk aversion, applying only new innovations to avoid the embarrassment of being left behind. 」

E The Times. “The outdated people stick to the end. They valued traditional methods of doing things and refused to apply new technologies until they were eliminated by previous systems and forced to do it. 」

Bitcoin has captured the human imagination. Bitcoin’s story is perhaps more tempting than any previous high-tech innovation. It brings the most cutting-edge innovation to one of the foundations of mankind: currency. Given the possibility of revolutionizing such a fundamental concept, Bitcoin underwent several speculative cycles in its brief history. However, it would be a serious mistake to use these cycles as grounds for denying Bitcoin. These cycles are a well-understood psychological phenomenon caused by man’s fascination with new things. Moreover, any excessive emphasis on foam is to see the trees without the forest. Because, in just 12 years, Bitcoin has grown to 135 million users worldwide, with a faster application rate than the Internet, mobile phone, or virtual banking tools, namely PayPal, in the comparable period. At the current application rate, Bitcoin will reach 1 billion users in four years. Bitcoin, like all previous innovative technologies, is following a predictable and transparent application curve, although accelerating.

Such an incremental user base, the dividend period retained to us ordinary people about how long still?

Which track should we choose during the dividend period, and what can we can and do on this track?

These will be left for everyone to sink down to think;

For me personally, why I choose quantitative trading this derivative as a long-term development track, why I choose ACI quantitative robot, below I explain this question from two aspects.

First, the above mentioned Bitcoin development rate and user growth base, then for this market must be more and more user growth base, because this is the market of mankind, is Bitcoin’s original design concept —— decentralization, in the future, more and more people will enter the huge market derived from the digital currency such as bitcoin, Ethereum; the longer time period, one year, two years or five years, this cycle youcan grasp the number of your wealth appreciation (the biggest wealth);

Second, the first thing new users enter the market must face the secondary market, retained in the secondary market will learn currency speculation and trading, so what is the biggest difference between quantitative and labor? To enter the secondary market to do trading, the first is to learn mathematics, physics and chemistry, the second is anti-humanity, to face and accept the market of every market fluctuations, the third is to establish a set of their own trading system and resolutely implement. These three points seem simple, but need the hard conditions: 1, talent; 2, systematic learning and combat; 3,5 or even over 10 years of full-time experience; otherwise why there has been a saying: one profit, two draws, two losses and seven losses. Ask, if every user can make money in the digital money market, where does the money come from? And quantitative trading it is more suitable for ordinary players, it also has a scientific name called algorithm trading, it will replace artificial strategy, with mathematical models and scientific strategy, to achieve a certain conditions, but its profit is a stable long-term absolute value, rather than the short term of wealth; because each of us enter the digital currency secondary market, the original intention is to improve life, achieve wealth growth, increase the happiness index;

Third, why do you choose the ACI quantitative robot as a tool to fry the currency?

1. Select any product to make a comparison, especially the financial industry; here put forward a core: withdrawal rate is linked to risk, and the secondary market price of digital currency fluctuates greatly, a careless will be a large withdrawal, so we choose the product is not its return rate, but two products, product recovery rate is 100%, and 50%, product 20 year rate is 70%, and the withdrawal rate is 10%, the choice is only product 2;

2. Fund utilization rate, not just play finance, as long as you do business you will understand that the nature of business is not related to fund utilization, the greater your capital utilization proves that the more you can do, the more pipeline to profit; (those who play Martin strategy)

3. The concept reflected by the ACI quantitative robot is also consistent with the personal development ideal, It is free and continuously updated and optimized for life, Of course there is no free lunch, After all, everything takes costs, It charges a small transaction fee, To mark 99.99% of the various products on the current market, All exceptions are the lowest 20% profit withdrawals, Take an example here, If 10,000 u profit 1,000 u, Excluding withdrawal servants and exchange fees, Only over 700 u, came up with While the same ACI quantized robot profits 1,000 u, with 10,000 u Remove fees, Final hand 935-940u;

4. API technology interface of trading platform, do quantitative is a core is security and stability, as the three head compliance trading platform —— currency network, I think I don’t need me to introduce, whether from the user base, trading depth or technical security, is the best choice, after all, security and stability is not what we want;

Simply summary, quantification is actually statistics

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Duty Calls Plumbing and Rooter LLC Reinforces Its Commitment to Independence, MO Residents With Expanded 24-7 Plumbing and HVAC Services

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Duty Calls Plumbing and Rooter LLC, a licensed and locally owned plumbing and HVAC company in Independence, MO, highlights its full range of 24/7 residential services, affordable service agreement plans, and commitment to transparent, first-visit fixes for homeowners across the Kansas City Metro Area.

Independence, MO, United States, 2nd Feb 2026 – Duty Calls Plumbing and Rooter LLC, a locally owned and operated plumbing and HVAC company headquartered in Independence, Missouri, is proud to announce its ongoing dedication to serving residents and businesses across the Kansas City Metro Area with a full suite of residential and commercial plumbing, rooter, and HVAC services. With a growing roster of satisfied customers and an unwavering focus on quality craftsmanship, the company continues to establish itself as a top choice for homeowners in need of reliable, same-day service.

Founded with a mission to put the customer first, Duty Calls Plumbing and Rooter LLC has built a reputation on transparency, honest pricing, and skilled technicians who deliver results on the first visit. As a licensed, certified, and fully insured plumber in Independence, MO, the company serves a wide service area spanning Jackson, Johnson, Wyandotte, Clay, Leavenworth, Platte, Cass, and Leavenworth counties.

“Our goal has always been simple — show up, fix the problem, and leave the customer’s home better than we found it,” said the team at Duty Calls Plumbing and Rooter LLC. “We believe that every homeowner deserves access to professional plumbing and HVAC services without the stress of hidden fees, long wait times, or surprises on the bill.”

Full-Service Plumbing and HVAC Solutions

Duty Calls Plumbing and Rooter LLC offers a comprehensive range of services designed to address both routine maintenance needs and urgent emergency repairs. Their plumbing services include water heater installation and repair, tankless water heater systems, sewer line repair and replacement, water line repair and replacement, sump pump installation, hydro jetting, trenchless pipe lining, and a full range of fixture services including toilets, faucets, and sinks.

On the HVAC side, the company provides air conditioning installation, repair, and maintenance — including ductless systems — as well as heating system services and seasonal tune-ups. Whether a homeowner is dealing with a burst pipe at 3 a.m. or a failing air conditioning unit during a summer heat wave, Duty Calls is available around the clock, seven days a week to respond.

Affordable Service Agreement Plans

In an effort to help homeowners stay ahead of costly repairs, Duty Calls Plumbing and Rooter LLC offers value-driven service agreement plans. Their HVAC service agreement is available for just $150 per year and includes a spring and summer tune-up for air conditioning systems as well as a fall and winter check-up for heating systems. Members also receive a 15% discount on all repair services, extended to their entire household, and a 10% discount on equipment replacements.

For plumbing, the company offers two service agreement tiers: $150 per year for tankless water heater systems and $99 per year for traditional tanked systems. Both plans include an annual water heater flush, a full inspection of fixtures and exposed plumbing, and a gas leak check for all exposed gas lines within the home. As an added bonus, Duty Calls offers a 15% discount to first responders and educators.

Committed to the Kansas City Community

Duty Calls Plumbing and Rooter LLC is proud to call Independence, MO home. The company employs skilled, experienced technicians who understand the unique needs of homes throughout the metro area — from older properties with aging infrastructure to newer construction requiring precision installation work. Their commitment to using state-of-the-art tools and equipment means faster repairs, less disruption, and a cleaner job site every time.

The company’s approach to customer service has not gone unnoticed. Duty Calls holds a strong rating on Google Reviews, with customers consistently praising the professionalism, honesty, and efficiency of their technicians. The company is also proudly accredited by the Better Business Bureau.

Homeowners looking to experience the Duty Calls difference can reach the team by phone at (816) 945-2131 or by visiting their Google Business listing to learn more and schedule a service appointment: plumber in Independence, MO.

About Duty Calls Plumbing and Rooter LLC

Duty Calls Plumbing and Rooter LLC is a licensed, certified, and insured plumbing and HVAC company based in Independence, Missouri. Serving the greater Kansas City Metro Area, the company specializes in residential and commercial plumbing, rooter services, water heater systems, sewer and water line repair, HVAC installation and maintenance, and 24/7 emergency services. 

Media Contact

Organization: Duty Calls Plumbing and Rooter llc.

Contact Person: Christopher Copley

Website: http://dutycallspr.com

Email: Send Email

Contact Number: +18169452131

Address:2502 N Whitney Rd

City: Independence

State: MO

Country:United States

Release id:40884

The post Duty Calls Plumbing and Rooter LLC Reinforces Its Commitment to Independence, MO Residents With Expanded 24-7 Plumbing and HVAC Services appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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John’s Plumbing and Drain Services Provides Comprehensive Plumbing Solutions for Los Angeles Residents and Businesses

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John’s Plumbing & Drain Services, led by John Khacheryan, provides comprehensive residential and commercial plumbing solutions throughout Los Angeles County.

Los Angeles, CA, United States, 2nd Feb 2026 – When Los Angeles residents need reliable plumbing services, finding the right professionals makes all the difference. That’s why Plumber In LA, John’s Plumbing & Drain Services, has become a trusted name for comprehensive plumbing solutions throughout Los Angeles County—serving both residential and commercial clients with expert service backed by years of experience and a commitment to quality workmanship.

Los Angeles properties face unique plumbing challenges including aging infrastructure, varying water pressures across neighborhoods, and the demands of Southern California’s climate. Whether dealing with routine maintenance or unexpected emergencies, property owners need professionals who understand local conditions and can deliver reliable results quickly and efficiently.

Understanding Common Plumbing Challenges in Los Angeles

Los Angeles homes and businesses encounter a variety of plumbing issues that require professional attention. Older properties often feature outdated piping systems that develop leaks, blockages, and pressure issues over time. Newer developments may face installation-related concerns that need expert diagnosis and resolution. Understanding these common challenges helps property owners address problems before they escalate into costly emergencies.

Water pressure inconsistencies across different Los Angeles neighborhoods can impact everything from shower performance to appliance efficiency. Seasonal changes also affect plumbing systems, with temperature fluctuations causing pipe expansion and contraction that can stress joints and connections over time.

Residential Plumbing Services

John’s Plumbing & Drain Services provides comprehensive residential plumbing services designed to maintain home comfort and functionality. Residential services include leak detection and repair, drain cleaning and maintenance, water heater installation and repair, fixture upgrades, and preventive maintenance programs that keep plumbing systems operating efficiently.

Homeowners appreciate working with professionals who understand the unique requirements of Los Angeles properties. From older craftsman-style homes to modern construction, the experienced team addresses each property’s specific needs with appropriate solutions and quality materials that provide lasting results.

Water Heater Services

Water heaters play a critical role in daily household comfort. John’s Plumbing & Drain Services provides complete water heater services including installation of tankless and traditional systems, repairs, maintenance, and emergency replacements. Modern water heating systems offer improved energy efficiency and reliable performance that reduces utility costs while maintaining consistent hot water supply.

Professional water heater installation ensures proper sizing, safe connections, code compliance, and optimal performance for each home’s specific usage requirements and water supply conditions.

Drain Cleaning and Maintenance

Healthy drain systems prevent costly backups and water damage throughout any property. John’s Plumbing & Drain Services utilizes professional equipment including hydro jetting technology and video inspection cameras to thoroughly clean and assess drain systems.

Regular drain maintenance prevents buildup that restricts flow, reduces odors, and extends pipe lifespan. Professional drain cleaning addresses both immediate blockages and long-term maintenance needs, keeping systems flowing efficiently throughout the year.

Emergency Plumbing Response

Plumbing emergencies demand immediate professional response. John’s Plumbing & Drain Services maintains 24-hour availability for urgent situations including burst pipes, severe leaks, complete drain failures, and water heater emergencies. Rapid response prevents extensive property damage and restores normal function as quickly as possible.

Emergency services include thorough assessment, immediate repairs, and follow-up recommendations to prevent recurring issues. Property owners can count on professional emergency response any time of day or night.

Commercial Plumbing Solutions

Los Angeles businesses require reliable plumbing services that minimize operational disruptions. John’s Plumbing & Drain Services serves restaurants, office buildings, retail spaces, and industrial facilities with specialized commercial plumbing services including grease trap maintenance, fixture installations, preventive maintenance programs, and emergency response designed for business environments.

Commercial clients appreciate working with professionals who understand the importance of minimizing downtime while maintaining regulatory compliance and operational efficiency.

Why Choose Local Professional Service

Working with an established local plumbing company provides numerous advantages for Los Angeles property owners. Local professionals understand regional infrastructure, weather conditions, building codes, and specific challenges that properties throughout the county face daily.

John’s Plumbing & Drain Services maintains proper licensing, comprehensive insurance, and experienced technicians trained in both residential and commercial systems. Professional credentials ensure quality workmanship, liability protection, and peace of mind for all customers.

Schedule Your Professional Plumbing Service

Los Angeles residents and business owners seeking reliable plumbing services are encouraged to contact John’s Plumbing & Drain Services for professional consultation and service. Whether routine maintenance or emergency repairs, the experienced team delivers quality results backed by professional standards and customer satisfaction.

Contact your trusted Plumber In LA today. John’s Plumbing & Drain Services continues serving Los Angeles with comprehensive plumbing solutions that protect property values and maintain comfort throughout Los Angeles County.

Media Contact

Organization: John’s Plumbing & Drain Services

Contact Person: John Khacheryan

Website: https://johnsplumber.com/

Email: Send Email

Contact Number: +13234227485

Address:3847 Brunswick Ave,

City: Los Angeles

State: CA

Country:United States

Release id:40883

The post John’s Plumbing and Drain Services Provides Comprehensive Plumbing Solutions for Los Angeles Residents and Businesses appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Packs Per Year Calculator Help Smokers Visualise the True Cost of Their Habit

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Packs Per Year Calculator is a new free online tool designed to help smokers, healthcare professionals, and researchers quickly calculate lifetime smoking exposure using a simple, medically recognised formula.

London, United Kingdom, 2nd Feb 2026 – A new online health tool, the Packs Per Year Calculator, has officially launched, offering smokers and healthcare professionals an easy way to calculate smoking exposure using the widely accepted “pack-year” measurement.

The Packs Per Year Calculator allows users to enter how many cigarettes they smoke per day and how many years they have smoked, instantly calculating their total pack years. This metric is commonly used by doctors and researchers to assess smoking-related health risks, including lung disease, cardiovascular conditions, and cancer risk.

While the pack-year concept has long been used in medical settings, many smokers have never seen their smoking history expressed in this way. The Packs Per Year Calculator aims to bridge that gap by making the calculation accessible, fast, and easy to understand.

“Many people know how many cigarettes they smoke, but they don’t realise how that adds up over time,” said the creator of PacksPerYear.com. “Seeing your total pack years can be a powerful moment of awareness and a useful data point to discuss with a healthcare professional.”

Unlike manual calculations or medical charts, the Packs Per Year Calculator requires no technical knowledge and works instantly on desktop and mobile devices. The tool is designed for everyday users as well as clinicians who want a quick way to estimate pack-year exposure during consultations.

The calculator is also intended to support broader smoking awareness and cessation efforts by helping users visualise the long-term impact of smoking habits in a clear, numerical format.

The Packs Per Year Calculator is free to use and available worldwide at https://packsperyear.com/

About PacksPerYear.com
PacksPerYear.com is an independent health information website focused on providing simple, practical tools related to smoking exposure and awareness. Its flagship tool, the Packs Per Year Calculator, helps users quickly calculate pack years using a medically recognised standard.

Media Contact

Organization: MediaGenie

Contact Person: MediaGenie

Website: https://mediagenie.co/

Email: Send Email

Address:Kings Parade

Address 2: Lower Coombe Street

City: London

Country:United Kingdom

Release id:40872

The post Packs Per Year Calculator Help Smokers Visualise the True Cost of Their Habit appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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