Author: Vanessa Turner

5 Characteristics of Big Data

Big data has become one of the biggest and most recognizable terms in commerce in recent years. In truth, the term big data is self-explanatory. Big data is simply large amounts of data, and while there is nothing new about the concept of big data, the things we can do with it now are cutting edge.

Even though there is no true definition for big data, there are some characteristics that you should expect from big data technology. Continue reading to learn more about the features of big data analytics and how your company can benefit from a big data strategy.

1. Big data is big.

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As the name indicates, one of the main characteristics of big data is that it’s big—in fact, it’s ginormous. To get an idea of who “big” big data truly is, with capable big data technology, you can manage petabytes of data. Petabytes are equal to 1,024 terabytes.

As you can imagine, the larger the volume of data your company has to work with, the easier it is to pinpoint areas of the market that are ripe for the taking and identify ways to make your operations more efficient. Through data mining, big data technology can analyze data from large databases and provide different types of analytics from predictive to streaming.

As one of the industry leaders in big data technology, Tibco actively seeks to increase what we’re able to do through data analytics. In fact, one of their main goals is to equip the data scientists of the future with the big data analytics software they need to continue making our technology smarter and more customized.

2. Big data is fast.

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Another one of the most important big data characteristics is velocity. Businesses, governments, and NGOs need big data in real-time, making velocity a critical feature. The quicker you can get insights into markets and operations, the quicker you can make adjustments and crucial decisions.

You can credit the velocity of big data to the use of machine learning algorithms that employ artificial intelligence to collect and clean terabytes of information as soon as it’s available. Big data increases the speed with which insurance companies make policy decisions and played a monumental role in the velocity of the global COVID-19 response. So you can see why big data is big business.

3. Big data is accurate.

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When gathering a large amount of data from various data sources, including the internet of things (IoT) and relational databases like social media, it’s paramount to ensure the veracity of such a huge amount of data. One of the best features of big data is that it’s much more accurate than traditional data means and methods.

The old ways of collecting and analyzing data were too prone to human error. When you’ve got data from different data sets such as data lakes and data warehouses, veracity is of the utmost importance and integral to data quality.

4. Big data promotes variety.

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Another great characteristic of big data is that you can collect, manipulate, and analyze a variety of data from multiple data sets. From mobile devices to various social media platforms, you can collect all types of data and use it to optimize your business operations and products. Data mining technology enables you to compile large amounts of data and recognize variables that enable different types of analytics like predictive analytics and visualization.

5. Big data is time and cost-efficient.

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The traditional methods of managing a large volume of data aren’t only outdated, but they’re also costly and time-consuming. Big data processes make intricate data easier and cheaper to collect, store, and manipulate. The time and money spared by big data business processes mean that execs can designate data stewards within the company to watch over and manage data rather than enduring the IT specialist hiring process.

While there is no real definition for big data, it’s revolutionized the way we collect and apply business intelligence. With the ability to store and manipulate large volumes of data and different types of data from different sources in real-time, big data analytics is the wave of right now and the future.

5 Common Circuit Breaker Issues

Have you ever been sitting at home when you turn on an appliance, and the power cuts out on you? Your first thought is that there’s an outage on your block. In reality, it could be because of a trip in your circuit breaker. There are plenty of issues connected to your breaker that can range from a quick fix by you as a homeowner to having to bring in an electrician. Let’s take a look at some of those common problems.

1. Circuit Overload

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One of the main reasons your home’s circuit breakers keep tripping is circuit overloading. This happens when you connect more devices throughout your household than the circuits can actually handle. These excessive electrical flows cause the system to overheat and shut down automatically.

Overloading not only destroys connected appliances but also puts you at risk of an electrical fire. The circuit breaker trips upon detecting this overheating and alerts you. Recurrent tripping aggravates the damage to your electrical panel even more, with significant wear on circuit breaker parts over time.

2. Replacing a Bad Breaker

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The truth is that, much like anything else in your household, home wiring can break down over time. If individual circuits are causing issues, you’ll want to turn off the main breaker. Ensure that all electrical power is off by using a voltage tester to make sure there is no current flow. You can use a screwdriver to disconnect the wire from the terminal, prying out the older breaker and inserting a new one.

Once that electric work is complete, turn the main breaker back on and test each branch circuit breaker to make sure it is properly functioning. If the breaker is still tripping, contact a qualified electrician with the proper tools necessary to diagnose a common issue or serious problem with the panel.

3. Frequent Short Circuits

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Short circuits are a huge fire hazard and should be taken into account immediately. Short circuits happen when an active electrical wire contacts a neutral wire. This is usually the result of undetected faults within a home’s wiring network. Short-circuiting produces massive amounts of heat, causing the circuit breaker to trip. This can even result in odd noises, sparks, and a burning smell.

Fixing electrical short circuits requires the assistance of an electrician. Routine maintenance can ensure that the connections in your electrical panel are in good condition, avoiding the chance of electrical malfunction over time.

4. Loose Wires

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A tripped circuit breaker can be the result of loose wiring. Common issues like the flickering of the lights are caused by faulty wiring. A homeowner should check for any loose wires, replacing them with the help of a professional if need be. You should also check each area of your home for any possible issues. This includes checking all appliances that are connected to the circuit.

Sometimes a circuit breaker trips because of a shortage in an appliance like a microwave, so check the exterior of the cord. If you notice any signs of burning or discoloration, you may need to replace the power cord.

5. Ground Faults

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Ground surges happen when an active electrical wire makes contact with a ground wire. These faults create excess current, overheating and causing a circuit breaker to shut down to prevent further damage or electrical fires automatically. Handling a ground surge is dangerous and requires the help of a licensed electrician to help determine the culprit of these issues.

If a new circuit breaker or any other electrical work is needed, do not go it alone. Be sure to have an expert on your side with the proper safety devices to operate at minimal risk. This is the case for any particular circuit, ranging from older houses to new homes.

What Are the Benefits of Replacing Your Air Filters?

It’s extremely important to maintain your HVAC system, and part of this regular maintenance includes replacing your air filter. Surprisingly, depending on your type of filter, you have to replace air filters every one to three months. This replacement is important if you want to prevent and protect you and your loved ones from the adverse side effects of poor indoor air quality. Keep reading to explore the numerous benefits of changing your air filter.

How to replace your air filter.

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As a homeowner, you must remember to replace your air filters regularly in order to maintain your HVAC unit properly. This replacement is a critical step to keep your system working efficiently. When you avoid changing your air filter, you allow it to become clogged with dust, allergens, mold, pet dander, and other debris. This build-up means that your air conditioning or heating unit is now working much harder than it needs to. In turn, this strain may cause unintended damages and a higher energy bill. When you weigh the out-of-pocket costs, it’s much cheaper to maintain your air filter maintenance than to cause any damage to your HVAC unit. On top of saving you some cash, you should note that a dirty air filter may lead to improper air flow including ventilation. When it’s time to get your air filter replaced, you can try to replace it yourself. However, it’s always a good idea to get your unit checked by HVAC-certified professionals who will guarantee your system is in top shape.

Understand the adverse effects of poor air quality.

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Though a clogged air filter wreaks havoc on the longevity of your HVAC system, it’s also detrimental to your health. When you neglect your filter, you allow pesky pollutants to continue to permeate throughout your home. The filter is supposed to filter out the mold, dust and dander, mold, and pollen. However, when you keep a dirty air filter in your unit, you’re essentially diminishing the efficacy of your filter and spreading these allergens throughout your home every time your air conditioner or heater turns on. With this dirty filter, you’re creating poor air conditions within your home that can cause an entire host of symptoms. A few short-term health effects from poor indoor air quality are headaches, dizziness, and exacerbated asthma and allergy symptoms. Unfortunately, the long-term health effects are dismal, like respiratory illness, heart disease, and even cancer. For all of these reasons, it’s always a good idea to properly maintain your furnace and air conditioner.

Protect your entire family.

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With all of these health side effects in mind, it’s important to note that poor air quality negatively affects certain demographics more than others. For example, poor air quality particularly aggravates the elderly. Since many seniors already have other pre-existing respiratory conditions, it’s vital to ensure their indoor air quality isn’t contributing to any of their ailments. Make sure that your parents or grandparents have the proper private health insurance for seniors so that they get the medical care they need. If you’re the caregiver for your parent or other seniors, you can do your part by making sure that their respiratory health is checked by a doctor. However, another simple intervention is to guarantee that their HVAC’s old filter is replaced with a new air filter. This ensures that seniors aren’t breathing in any pollutants or allergens that may make their current symptoms any worse.

By maintaining your HVAC unit, you’re choosing to take the smartest preventative measures for your home. It really is as simple as keeping up the proper maintenance and replacing your air filter. In turn, you’re committing to healthier indoor air quality that’s safer for you and your loved ones.