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Big data:Big data refers to the large, diverse sets of information that grow at ever-increasing rates. It encompasses the volume of information, the velocity or speed at which it is created and collected, and the variety or scope of the data points being covered (known as the "three v's" of big data).

Big data is a great quantity of diverse information that arrives in increasing volumes and with ever-higher velocity.
Big data can be structured (often numeric, easily formatted and stored) or unstructured (more free-form, less quantifiable).
Nearly every department in a company can utilize findings from big data analysis, but handling its clutter and noise can pose problems.
Big data can be collected from publicly shared comments on social networks and websites, voluntarily gathered from personal electronics and apps, through questionnaires, product purchases, and electronic check-ins.
Big data is most often stored in computer databases and is analyzed using software specifically designed to handle large, complex data sets.
How Big Data Works
Big data can be categorized as unstructured or structured. Structured data consists of information already managed by the organization in databases and spreadsheets; it is frequently numeric in nature. Unstructured data is information that is unorganized and does not fall into a predetermined model or format. It includes data gathered from social media sources, which help institutions gather information on customer needs.






 






Big data can be collected from publicly shared comments on social networks and websites, voluntarily gathered from personal electronics and apps, through questionnaires, product purchases, and electronic check-ins. The presence of sensors and other inputs in smart devices allows for data to be gathered across a broad spectrum of situations and circumstances.

Checking Your Course Materials & Resources
In anticipation of starting a new semester it is always a good idea to check the materials you plan on using for your course. Here are a couple of pitfalls that could happen, and how you might protect yourself. 
 
1)    Where did that go?
Sometimes we link to library resources such as journal articles, books, or media and we expect that the link will be ‘good’ in perpetuity. However, over time things shift and change. It is a good idea to use stable links to ensure that your resources will be available to students when they select the link you have provided. Here is the library resource on using stable links in your course - https://libguides.lib.msu.edu/stablelinks
 
2)    It’s not the limits we set…
Some resources have a limit to the number of individuals who can access the resource at one time. It’s kind of like the olden days when there were only a few copies of a book in the library for hundreds of students. The same occurs in some digital resources. It is a good idea to ensure that your resources don’t have any restrictions, and if they do, that you are aware of these prior to adding these to your final syllabus or course reading list. Here is a library article to help with these situations - https://libguides.lib.msu.edu/c.php?g=917727&p=6913084
 
3)    Deadlines and other support help
If you are experiencing an issue with access or availability to course resources from the library, you should contact them as soon as possible in the planning process. MSU librarians are very skilled and knowledgeable about the availability of resources and suggestions for alternatives when necessary. Here is a link to help with course materials - https://libguides.lib.msu.edu/c.php?g=917727&p=6913084
 
 The aforementioned points are related to resources and materials available through the MSU library. It is always a good idea to check your links and access to third-party resources and materials that you have ‘used in the past’. Over time open and free resources can become fee-for-access (e.g., you will receive a 401 Unauthorized error), as well as being removed from the web entirely (e.g., the dreaded 404 ‘Not Found’ error). Checking these resources early can help you avoid last minute panic and scramble to find alternatives for your course.

What is Lorem Ipsum?
Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.


Why do we use it?
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout. The point of using Lorem Ipsum is that it has a more-or-less normal distribution of letters, as opposed to using 'Content here, content here', making it look like readable English. Many desktop publishing packages and web page editors now use Lorem Ipsum as their default model text, and a search for 'lorem ipsum' will uncover many web sites still in their infancy. Various versions have evolved over the years, sometimes by accident, sometimes on purpose (injected humour and the like).



Where does it come from?
Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more obscure Latin words, consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of "de Finibus Bonorum et Malorum" (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The first line of Lorem Ipsum, "Lorem ipsum dolor sit amet..", comes from a line in section 1.10.32.
The standard chunk of Lorem Ipsum used since the 1500s is reproduced below for those interested. Sections 1.10.32 and 1.10.33 from "de Finibus Bonorum et Malorum" by Cicero are also reproduced in their exact original form, accompanied by English versions from the 1914 translation by H. Rackham.


Where can I get some?

Many foods are both healthy and tasty. By filling your plate with fruits, vegetables, quality protein sources, and other whole foods, you’ll have meals that are colorful, versatile, and good for you.
 
Here are 50 healthy and delicious to include in your diet.



1–6: Fruits and berries

Fruits and berries are popular health foods.
They are sweet, nutritious, and easy to incorporate into your diet because they require little to no preparation.
1. Apples
Apples contain fiber, vitamin C, and numerous antioxidants. They are very filling and make the perfect snack if you’re hungry between meals.
2. Avocados
Avocados are different from most other fruits because they contain lots of healthy fat. They are not only creamy and tasty but also high in fiber, potassium, and vitamin C. Swap mayonnaise for avocado as a salad dressing, or spread it on toast for breakfast.
3. Bananas
Bananas are a good source of potassium. They’re also high in vitamin B6 and fiber and are convenient and portable.
4. Blueberries
Blueberries are both delicious and high in antioxidants.
5. Oranges
Oranges are well known for their vitamin C content. What’s more, they’re high in fiber and antioxidants.
6. Strawberries
Strawberries are highly nutritious and low in both carbs and calories.
They provide vitamin C, fiber, and manganese and make a delicious dessert.
Other healthy fruits
Other healthy fruits and berries include cherries, grapes, grapefruit, kiwi, lemons, mangoes, melons, olives, peaches, pears, pineapples, plums, and raspberries.

7. Eggs

Eggs are highly nutritious.
Once demonized for being high in cholesterol, expertsTrusted Source now see them as a useful source of protein that may have various benefits.






Testing...

Computer science is the study of computers and computational systems. It is a broad field which includes everything from the algorithms that make up software to how software interacts with hardware to how well software is developed and designed.
Some common job titles for computer scientists include:

Computer Programmer
Information Technology Specialist
Data Scientist
Web Optimization Specialist
Database Administrator
Systems Analyst
Web Developer

https://projects.invisionapp.com/d/main?origin=v7#/console/20294675/474484363/inspect 

Many foods are both healthy and tasty. By filling your plate with fruits, vegetables, quality protein sources, and other whole foods, you’ll have meals that are colorful, versatile, and good for you.
 
Here are 50 healthy and delicious to include in your diet.



1–6: Fruits and berries

Fruits and berries are popular health foods.
They are sweet, nutritious, and easy to incorporate into your diet because they require little to no preparation.
1. Apples
Apples contain fiber, vitamin C, and numerous antioxidants. They are very filling and make the perfect snack if you’re hungry between meals.
2. Avocados
Avocados are different from most other fruits because they contain lots of healthy fat. They are not only creamy and tasty but also high in fiber, potassium, and vitamin C. Swap mayonnaise for avocado as a salad dressing, or spread it on toast for breakfast.
3. Bananas
Bananas are a good source of potassium. They’re also high in vitamin B6 and fiber and are convenient and portable.
4. Blueberries
Blueberries are both delicious and high in antioxidants.
5. Oranges
Oranges are well known for their vitamin C content. What’s more, they’re high in fiber and antioxidants.
6. Strawberries
Strawberries are highly nutritious and low in both carbs and calories.
They provide vitamin C, fiber, and manganese and make a delicious dessert.
Other healthy fruits
Other healthy fruits and berries include cherries, grapes, grapefruit, kiwi, lemons, mangoes, melons, olives, peaches, pears, pineapples, plums, and raspberries.

7. Eggs

Eggs are highly nutritious.
Once demonized for being high in cholesterol, expertsTrusted Source now see them as a useful source of protein that may have various benefits.






Testing...

Regularly and thoroughly clean your hands with an alcohol-based hand rub or wash them with soap and water. Why? Washing your hands with soap and water or using alcohol-based hand rub kills viruses that may be on your hands.
Maintain at least 1 metre (3 feet) distance between yourself and others. Why? When someone coughs, sneezes, or speaks they spray small liquid droplets from their nose or mouth which may contain virus. If you are too close, you can breathe in the droplets, including the COVID-19 virus if the person has the disease.

Does this test have other names?
ESR, sed rate
What is this test?
Erythrocyte sedimentation rate (ESR) is a blood test. It measures how quickly erythrocytes, or red blood cells, separate from a blood sample that has been treated so the blood will not clot. During this test, a small amount of your blood will be put in an upright tube. A lab specialist will measure the rate that your red blood cells settle toward the bottom of the tube after 1 hour.
If you have a condition that causes inflammation or cell damage, your red blood cells tend to clump together. This makes them heavier, so they settle faster. The faster your red blood cells settle and fall, the higher your ESR. A high ESR tells your healthcare provider that you may have an active disease process in your body.
Why do I need this test?
You may need this test if you have symptoms of one of the diseases that may cause ESR to go up.
You may also need this test if you have already been diagnosed with a disease that causes a high ESR. The test can allow your healthcare provider to see how well you are responding to treatment.
The ESR blood test is most useful for diagnosing or monitoring diseases that cause pain and swelling from inflammation. Other symptoms may include fever and weight loss. These diseases include:


Temporal arteritis


Rheumatoid arthritis


Polymyalgia rheumatica


ESR is not used as a screening test in people who do not have symptoms or to diagnose disease because many conditions can cause it to increase. It might also go up in many normal cases. ESR doesn't tell your healthcare provider whether you have a specific disease. It only suggests that you may have an active disease process in your body.
What other tests might I have along with this test?
You may have other tests if your healthcare provider is doing this test to diagnose a disease. One of these tests is called a C-reactive protein test, or CRP. This test also measures active inflammation in the body.
Your healthcare provider may do an ESR alone if they are monitoring a disease you already have.
Because ESR tells your healthcare provider only what is happening right now, you may need to have the test repeated over time.
What do my test results mean?
Test results may vary depending on your age, gender, health history, and other things. Your test results may be different depending on the lab used. They may not mean you have a problem. Ask your healthcare provider what your test results mean for you.
ESR is measured in millimeters per hour (mm/hr). The normal values are:


0 to 15 mm/hr in men


0 to 20 mm/hr in women


ESR above 100 mm/h is most likely caused by an active disease. For instance, you may have:


A disease that causes inflammation in your body


An active infection


Cancer


Heart disease


Kidney disease


Blood disease


Diabetes


Collagen vascular disease


How is this test done?
The test is done with a blood sample. A needle is used to draw blood from a vein in your arm or hand.
Does this test pose any risks?
Having a blood test with a needle carries some risks. These include bleeding, infection, bruising, and feeling lightheaded. When the needle pricks your arm or hand, you may feel a slight sting or pain. Afterward, the site may be sore.
What might affect my test results?
Many things that are not active diseases can increase your ESR. These include:


Pregnancy


Old age


Being female


Having a menstrual period


Having recently eaten a fatty meal


Being obese


Taking certain medicines


How do I get ready for this test?
You don't need to prepare for this test. Be sure your healthcare provider knows about all medicines, herbs, vitamins, and supplements you are taking. This includes medicines that don't need a prescription and any illegal drugs you may use. Tell your healthcare provider if you ate a fatty meal recently, if you are having your period, or if you may be pregnant.

Medical Reviewers:

Chad Haldeman-Englert MD
Raymond Turley Jr PA-C
Tara Novick BSN MSN