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How do you tell if data is skewed left or right box plot? |



A box plot is a type of graph that looks like an open-ended rectangular prism. The horizontal and vertical axes are called the “median” axis, and they go from 0 to 1 on each side (in other words, half of the data points fall below this line). Each point in the box represents one observation; for example, if you want to see how many observations were less than 50% off or above 100%, then your table would contain two rows with eight cells per row: three cells containing %50 and six containing %100.

The “skewed left box plot” is a type of graph that displays the distribution of data. This type of graph will have a line on the top and bottom, with the median value located in the middle.

How do you tell if data is skewed left or right box plot? |

The median breaks the box into two unequal sections given skewed data, resulting in a lopsided boxplot. The data is considered to be skewed right if the longer section of the box is to the right (or above) the median. The data is skewed left if the longer component is to the left (or below) the median.

As a result, how does a skewed left box plot appear?

The mean and median will be about equal, and the box plot will seem symmetric. Most values are’small’ when the distribution is biased to the right, but there are a few very huge ones. Most values are’large’ when the distribution is tilted to the left, but there are a few unusually tiny ones.

Aside from the methods listed above, how do you determine the skewness of data? Skewness Measurements This is why the measure of skewness may be calculated mathematically. Subtracting the mean from the mode and then dividing the difference by the data’s standard deviation is one way to calculate skewness, known as Pearson’s first coefficient of skewness.

Furthermore, how can you tell if data is slanted favourably or negatively?


  1. Because the few high scores tend to pull the mean to the right in a positively skewed distribution, the mean is frequently bigger than the median.
  2. Because the few low scores tend to pull the mean to the left in a negatively skewed distribution, the mean is generally smaller than the median.

In box plots, what does a positive skew mean?

Positively Skewed : For a distribution that ispositively skewed, the box plot will show the mediancloser to the lower or bottom quartile. A distribution isconsidered “Positively Skewed” when mean > median.It means the data constitute higher frequency of high valuedscores.

Answers to Related Questions

How can you tell whether a Boxplot is biased one way or the other?

The median breaks the box into two unequal sections given skewed data, resulting in a lopsided boxplot. The data is considered to be skewed right if the longer section of the box is to the right (or above) the median. The data is skewed left if the longer component is to the left (or below) the median.

What criteria do you use to identify outliers?

A minor outlier is a point that is outside the data set’s inner boundaries, while a big outlier is one that lies beyond the data set’s outer gates. Multiply the interquartile range by 1.5 to determine the inner fences for your data collection. Subtract the result from Q1 and add it to Q3.

What is the formula for calculating quartiles?

Use the steps below to get the quartiles of a data set:

  1. Sort the information from the smallest to the largest.
  2. Calculate the median of the data set and split it in half.
  3. Find the middle point between the two halves.

What does it mean to have a high skewness value?

The basics of skewness

A positive skew is seen in an uneven distribution with a long tail to the right (higher values). Any threshold or rule of thumb is subjective, but here’s one to consider: When theskewness exceeds 1.0 (or falls below -1.0), the skewness is significant, and the distribution is far from symmetrical.

What does it mean to have a negative skew?

Negative Skewness is the opposite of positive skewness.

In a normal distribution curve, the data of a particular data set is often not equally distributed around the data average. The tail of a negatively skewed data collection extends to the left. It means that both the mean and the median of the data set are smaller than the data set’s mode.

When a histogram is skewed to the left, what does it mean?

The mean is smaller than the median if the histogram is slanted left. This is because skewed-left data has a few tiny values that pull the mean down but have no effect on where the data’s precise center lies (that is, the median).

What does it signify when data is skewed to the right?

Most data falls to the right, or positive side, of the graph’s peak in a right-skewed distribution (also known as “positively skewed” distribution). As a result, the histogram skews to the right, with the right side (or “tail”) being longer than the left.

What does it mean to be in the interquartile range?

The interquartile range (IQR) is a measure of variability based on the quartile division of a data collection. The first, second, and third quartiles, represented by Q1, Q2, and Q3, respectively, are the values that split each component. In the first half of the rank-ordered data set, Q1 is the “middle” value.

What does the term “skewness” mean?

Skewness in a statistical distribution is asymmetry in which the curve seems warped or skewed to the left or right. Skewness may be measured to see how much a distribution deviates from a normal distribution. Negativeskewness is another term for this circumstance.

With an example, what is skewness?

The distribution is skewed if one tail is longer than the other. The normal distribution, for example, is a symmetrical distribution with no skew. The tails are the same on both sides. This is a normal curve. A lengthy lefttail indicates a left-skewed distribution.

What are the many kinds of skewness?

There are three sorts of distributions: normal, skewed, and asymmetric. Figure 2 shows the form of a right(or positive) skewed distribution. Figure 3 shows the form of a left(or negative) skewed distribution. Figure 1 shows an asymmetrical distribution.

In statistics, What does it mean to have a positive skew?

The skewness value may be either positive or negative, or it can be left blank. Negative skew usually implies that the tail is on the left side of a unimodal distribution, whereas positive skew usually suggests that the tail is on the right.

Is the data’s center represented by the mean?

Because it is the lowest data value, the mean does not reflect the center. C. Because the mean is not a data value, it does not reflect the center. Because it is the biggest data value, the mean does not reflect the center. E. There is no mean in the data set.

What are three things you can learn from a Boxplot?

A boxplot is a standardized manner of depicting data distribution using a five-number summary (“minimum”, “first quartile (Q1)”, “median”, “third quartile (Q3)”, and “maximum”). It may provide information about your outliers and their values.

What does it mean to have a positive skew?

skewed (1 of 3)

If one of the tails of a distribution is longer than the other, the distribution is skewed. The skew in the first distribution is positive. It has a long tail in the positive direction, which indicates it has a long tail in the positive direction. Because it has a lengthy tail in the negativedirection, the distribution below it has a negativeskew.

In a box plot, what does the median represent?

The median of the datapoints to the left of the median is the first quartile. The median of the data points to the right of the median is the third quartile.

What does the term kurtosis refer to?

Kurtosis (from Greek: kyrtos orkurtos, meaning “curved, arching”) is a measure of the “tailedness” of a real-valued random variable’s probability distribution in probability theory and statistics. Any univariate normal distribution has a kurtosis of 3.

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Personal Finance

Instant Money Transfers: How to Speed Up Your Financial Transactions?




People today are no longer limited to using traditional banking methods and payment options like cash or checks for their financial transactions. With digital payment options becoming increasingly popular, money transfers have become easier. However, while these solutions offer convenience, they only sometimes guarantee a speedy transaction of funds from one party to another. If you need an instant transfer solution that allows you to move your funds without any hassles quickly, keep reading. Here are some tips to help you get started with an instant money transfer:

Find a Trustworthy Money Transfer Provider

Finding a trustworthy money transfer provider is paramount in ensuring your money’s safe and efficient transfer. Start by researching different providers, particularly their reputation, customer reviews, and transaction security protocols. The team at Paysend can help you send money to the Philippines from the USA in just a matter of seconds. A reliable provider should have a robust security framework to guard against fraud and hacking attempts. Additionally, consider the speed of their service, the fees they charge, and the exchange rates they offer.

Some providers may offer attractive transfer rates but compensate with hidden charges, so read the fine print. Customer service is another important factor; a good provider will have a responsive and knowledgeable support team to promptly address any issues or concerns. Regulatory compliance is also crucial – ensure the appropriate financial authorities regulate the provider. Remember, a trustworthy provider prioritizes the security and satisfaction of its customers above all else.

Select Your Preferred Payment Method

Choosing your preferred payment method is a critical step in instant money transfers. Several payment methods are available, and the best choice often depends on one’s circumstances and preferences. The most common payment options include bank transfers, debit or credit cards, and digital wallets. Bank transfers, while reliable, may provide a different speed than some users require. Debit or credit card payments are typically faster but may carry higher fees.

Digital wallets like PayPal or Apple Pay offer speed and convenience, allowing you to transfer funds digitally without requiring bank account information. The factor to consider here is not just the convenience of the payment method but also its transaction speed, security, and associated charges. Always select a payment method that suits your needs regarding these factors.

Sign Up for an Account

Once you have selected the ideal payment method and provider, it is time to sign up for an account. Most providers will require personal information such as your name, address, email ID, and phone number, so make sure the details you provided are accurate. You might also be asked to supply additional documents, such as identification proof and bank statements, to verify your identity.

Sometimes, you may need to link your bank account with the transfer provider’s platform; read through their documentation carefully to understand what steps you need to take. Once the registration process is complete, you can access and use the money transfer service for quick transfers.

Initiate the Money Transfer

Most providers will require you to register on their platform with valid ID documents before proceeding. Enter all the necessary details correctly and accurately, including recipient information and account numbers. Additionally, make sure that you double-check the amount of money being transferred and the associated fees.


Confirm everything is correct before hitting ‘Send’ to avoid costly mistakes or delays in transfer processing. You should receive an email or text message confirming the transfer with your transaction details, including the recipient’s account information and a tracking number. You can use this tracking number to monitor the progress of your money transfer.

Complete the Money Transfer Process

This usually requires providing basic information such as the recipient’s name, address, and contact details. Depending on your provider, you may also need to specify what currency you’re sending and offer additional security authentication. Once this is done, enter the amount you wish to transfer, verify the transaction details, and approve it. After that, your money should be on its way to the recipient’s account immediately.

Some providers offer extra features such as tracking services or reminders for upcoming transfers for added security and convenience. These features can come in handy when sending payments regularly or tracking the status of a transaction. Additionally, look out for any special offers, discounts, or rewards available to loyal customers. Many money transfer providers offer these incentives as a way of showing appreciation and encouraging loyalty among their customers.

Monitor the Status of Your Transfer

Most providers will allow you to monitor the progress of your transfer in real time. Some may even send notifications via email or text message when the money reaches its destination. If you sense any delays, contact customer support for assistance. Money transfers can take a few minutes to several hours, depending on the selected payment method and recipient country.


Finally, always save all records related to your money transfers, including emails and receipts. If there are any discrepancies or disputes, you can refer to these documents for clarification. With the help of a reliable provider and modern payment methods like digital wallets, you can now easily make instant money transfers. So get started today and experience the convenience of instant money transfer services.

Receive and Verify the Transaction

Once the money has been transferred, you or the recipient should receive a notification of completion. At this point, ensuring the transaction was successful, and all details were correct is important. For security purposes, some providers may ask for additional verification from either party to avoid fraud and other malicious activities. This process could include providing a digital signature or proof of identity.

Once the verification is complete, the funds should be available in the recipient’s account almost immediately. If you have any concerns, contact customer support to get assistance or help resolve any issues. Remember that reliable providers prioritize customer satisfaction and security above all else. With these steps, you can now easily and safely transfer money with instant money transfer services.

Nowadays, it’s more important than ever to employ secure digital payment methods in your daily financial transactions. That’s why researching which providers offer the best services regarding speed, security, transaction fees, and customer support pays off. With the right provider, you can have peace of mind knowing that your money transfers will be conducted instantaneously and securely.

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Personal Finance

The Ins and Outs of Getting a Loan With Bad Credit




If financial difficulties or uninformed decisions have left you with bad credit, you may not know where to turn for a loan. While borrowing money with a low credit score may take additional research or work, it’s likely still within your reach.  

Many lenders offer bad credit loans for people who need extra cash but may not have the best credit background. Applying for a loan with bad credit may feel intimidating, but the following considerations could make the process easier.

Start by Checking Your Credit

Before you begin shopping for loans, check your credit report. Some creditors require specific scores for each loan product, even those designed for bad credit, so knowing your score saves you time.

It’s also important to check your credit report for errors that may drag your score down and limit your loan options. You can access this information from Equifax and TransUnion for free online.

Compare Your Options

While a lower credit score likely disqualifies you from some personal loans, you may still have many options. Some lenders offer loans specifically for people with low credit scores who struggle to qualify for other options.


Bad credit loans may require a deposit or other fees, have higher interest rates than other loans, or include income requirements. However, they may also offer a wide range of payment terms and options like online portals that make managing your loan easier. With some research, you could find the right fit for your circumstances.  

Whenever possible, take advantage of loan prequalification. Many lenders allow you to check your potential eligibility for a loan by providing personal and financial information. They use that to run a soft credit check, which doesn’t affect your credit score. If you pre-qualify, they’ll provide information about possible rates and terms. You could complete prequalification forms for multiple loans to help you find your best option.

Improve Your Application

Some financial decisions improve your loan eligibility. A friend or family member with better credit may agree to co-sign your loan. In that case, their financial information influences your eligibility for a loan.

Cosigners take on substantial risk. If you fail to repay your loan, your cosigner becomes responsible. Likewise, issues with the loan could hurt their credit score and put a strain on your interpersonal relationship.  


If multiple lenders have declined your applications for unsecured loans, consider a secured loan instead. Secured loans require collateral, like a deposit, car, or other property. If borrowers don’t repay their loans, lenders may seize the collateral. Lending institutions don’t take on as much risk with secured loans as unsecured loans so they may have more lenient credit requirements for borrowers.

Avoid Scams

Unfortunately, fraudulent lenders often exploit consumers who have limited loan options. Before providing a lender with any personal or financial information, ensure they’re legitimate. Otherwise, you risk having your identity stolen or paying fees for a loan you never receive.

Be wary of anyone offering guaranteed approval or soliciting your business via cold calls. Always verify loan servicers’ contact information and check their reviews on trusted third-party websites.

The Bottom Line

If you have bad credit, you could still qualify for a personal loan. Remember to check your credit score, investigate your options, and confirm a lender’s legitimacy before applying. If you still struggle to qualify, you may need a cosigner or collateral to boost your application.

By taking some extra steps, you can make getting a loan easier and safer.

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Personal Finance

Four Ways to Save on Fuel in 2023





From increasing energy bills to price hikes at online stores and supermarkets, all individuals globally feel the need to make their money to go further and do more. And there has never been a perfect time to know how to save more on fuel than now.

From getting fuel cards with great deals and driving more efficiently to using telematics and keeping your vehicle in good condition, here are different ways to save money on fuel.

Get a Fuel Card

A fuel card can provide you with more than the ability to purchase fuel from a good station. With a fuel card, you can control your business’s fuel spend by getting discounts on fuel pump rates, setting spending limitations, and increasing your cash flow – all enabling you to save a significant amount of money.

Fuel cards allow savings on fuel, which means that the price you pay is always less compared to the one indicated on the fuel pump machine. With numerous fuel cards available out there, find the right partner with excellent deals.

Use Telematics/Advanced Route Planning

Digital telematics solutions come with real-time GPS tracking as well as remote automobile diagnostics helping individuals and company owners to thoughtfully plan the most efficient routes depending on different data points. A high-quality telematics solution also integrates with route optimisation systems to plan the most efficient routes and offer turn-by-turn directions and navigations.


Well-planned routes allow automobiles to get from point C to D efficiently, significantly minimising time spent and distance covered, saving on fuel. Heavy-duty automobiles can avoid routes with steep hills. You can also re-plan a hilly route for a light and medium-duty automobile.

But as you do that, ensure the route you choose doesn’t take your drivers too far. Side-step all congested routes and those that require excessive stopping and starting or cause unnecessary idling.

Drive More Efficiently

One of the proven ways to save on fuel is to manage driver behavior. Whether you’re a driver or fleet manager, you need to keep yourself or drivers accountable for how they utilize their fuel cards.

You should also reinforce ways to conserve fuel through safety training – many of the behaviors that are taught as techniques of safe driving, such as driving more efficiently. Most businesses and individuals use telematics to control driver behavior, such as harsh accelerating or braking, to maximize return on investment by minimizing fuel spend.

Keep Your Vehicle in Good Condition

If you keep your automobile in excellent condition by servicing it in line with the guidelines of the manufacturer, it’ll help you save on fuel costs. Fix any faults quickly to make sure your vehicle is operating efficiently.


When you keep your car in excellent condition, you’ll enjoy numerous benefits, saving fuel being one of them. A vehicle that isn’t serviced based on the guidelines of the manufacturer can increase the consumption of fuel by approximately 50%.

Integrate these four ways into your automobile’s daily activities, and you’ll be able to save on fuel.

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