facebook Big Data: The Biggest Trait In Biology - Vigyaa

Delete Collection?

Are you sure you want to delete this collection permanently?


Delete Collection?

Are you sure you want to delete this collection permanently?

Everyone has a Story to Tell and an Experience to Share!

Let’s Start Writing


Big Data: The Biggest Trait In Biology

Big Data is one of a promising research which can be the best solution in the field of bioinformatics and is also a “Self-start” for Researchers!

Big Data in Bioinformatics can be used to visualize different type of data in bioinformatics like proteomics, molecular pathways, metabolomics, pharmacogenomics and genomics. And as there will be more and more data generation in bioinformatics, there will be an increased demand in Big Data analytics.

If we peep back a decade ago, the field of sciences did not generate much data, hence nobody even the scientists had no troubles when it came to managing data and keeping up with it. But once the Human Genome Project was completed, the advancements in genomics and other technologies started to boom. And the biologists today are hampered with loads of Data which is increasing with a rapid speed. This massive amount of Data is essential in pharmaceuticals sector and healthcare fields.

And to overcome from this bottle neck of all the overburdened data, many biologists and computer scientists are joining their hands with the Big Data Club.

The Growth of Data –

The Biologists and life scientists are struggling with an enormous data sets and are facing many challenges like handling the data, processing it and moving the data from one source to another. To come up on the estimation of current year 2020, the growth of data generation may reach 4 trillion+ zettabytes. This estimation is clear to understand that a single sequenced human genome is about 140 gigabytes of data.

The choice and definition of keywords used to classify and retrieve data matters enormously to their subsequent for interpretation. Linking diverse datasets means making decisions about the concepts through which nature is best represented and investigated on.

In other terms we can say that the networks of concepts associated with data in big data infrastructures should be viewed as theories like: ways of seeing the biological world that guide scientific reasoning and the direction of research, which are often revised to take into consideration of the new discoveries.

Reshaping Biology with Big Data:

Big Data in biology is potentially transformative. There are many giants who have based their success on Big Data and its analysis. Industries and institutions can expect a lot from Big data which will be resulting in outcomes of improving efficiency, performance and increase in the revenue. When it comes to Biological communities, they are not immune to this process and are facing a data driven transformation which need to be actively addressed. Data sciences usually describes Big Data as data having four main characteristics – The 4 V’s


In biosciences technologies are allowing a constant increase of data production of patients, samples, tissues which are sequenced and re-sequenced in bulk. Single cell sequencing is expected to further skyrocket the amount of data produced. Big data domains are those which can store data in the order of magnitude of Peta to Exabyte.


It refers to speed efficiently transferring big files. Extreme data volumes require extreme remedies. In fact nowadays even with hi-speed internet, uploading 100 petabytes over the internet would take about 30 years. This shows itself the importance of Big Data.

These two V’s – Volume and Velocity and not yet a problem in Biosciences, but the other two V’s are still a challenge.


Veracity is about data uncertainty. Biases are inherent to genomic sequencing data and are occurring naturally due to error rates, using of different statistical model and experimental batch effects.


It is the most impacting characteristic of bioscience data, data from this domain comes in many different forms. Since biological data is heterogeneous, and to this respect Big Data means different signals and detection systems from same source. But somewhere this heterogeneity of biological data makes data integration more interesting and needy for refining the data and to discover unpredictable results from it!

Related Articles

In this hustle-bustle of our daily lives, commuting is certainly a thorn in our flesh that is hard to get rid off. Be it public or private transportation, commuting in a busy city life can never be convenient if it is not scheduled properly. With the immense availability of transit apps, knowing the nearest available transit option such as cab, bus or train is now child’s play.

Let’s take a look at some of the best transit apps available in iOS platform:


Transit is a real-time based Canadian public transit mobile app. This app is functional in over 175 metropolitan areas all around the world. Transit app displays multiple modes of transportation including bus, rail and also other modes of transport. The UI of Transit is very attractive and intuitive. Transit is a trip planner that drives the travelers with step-by-step directions to reach the required direction. Also this app displays any changes in schedules, delays, closures and much more so that the travelers stay prepared.


Travelers living in LA can make use of Go LA app to access public transport, cabs, cars, bicycle or other. Go LA is a one stop shop for the entire transportation choices in Los Angeles. Go LA app will give you a step-by-step directions to reach your destination by choosing your required mode of transport. It also gives you the estimated arrival time and cost. In case of public transportation, it shows the bus line numbers and the name of rails. With the expanding public transportation, this app will definitely be handy for all the commuters in LA.


Citymapper is a transportation and direction app that has served to be a relief to the travellers who are new in the city. All you have to do is download the app, select the city, select a commute option and set your addresses. Citymapper becomes really handy when you are abroad and do not want to use the data. It also allows you to share your journey with your friends so that you can let your near and dear ones know that you are commuting safe. Other features of Citymapper are the information regarding the calories burnt

Looking for ios app development company ? Click here!


Moovit is a cross-platform mass transit app that has around 70 million registered users in 1,400 cities around the world. It’s a must-have app for commuters of public transit. With a clean interface that allows easy navigation. Moovit, gives you real-time alerts as well. For e.g., if you dozed off in the train or bus and about to miss you station, then Moovit can alert you with notification such as “Get Off”. Not only this, Moovit displays the actual geolocation, provides public transportation options in PDF file and the number of stops as well.

Google Maps

Google maps are one of the popular and best known app that can help you with any trip around the world. Google maps have covered more than 130 regional and city transit services. Here the user will be required to put the data such as starting and end destination. Google maps will display the transit direction along with the suggestion of the shortest route. Based on the given directions, you can decide which route to choose. The real-time traffic with delays and estimated arrival time will be displayed to the user. By knowing the shortest route, means of transport and its corresponding time taken the user can decide upon their commuting option.


ETA is another app that provides with the estimated driving time from current location to destination. This information can be shared with your friends and family as well. ETA becomes your personal assistant for driving, walking and public transit that gives you quick access to travel times, transit and driving directions to all your favorite destinations. Through ETS, you get all the information that is needed by you to navigate your city.

Apple maps

Just like Google maps functions, Apple maps are a web mapping service developed by Apple Inc. It is the default map system of iOS, macOS, and watchOS. Input the destination on the map, follow the route displayed and navigate along the same. Just like Google maps, you can choose the fastest route and best mode of transportation using Apple maps as well. It covers about three dozen U.S. cities, two dozen international cities, and some major countries, such as China.

With a myriad of apps, commuting in public transit is never a problem now. We hope that with the help of the above given app lists, you will find it easy to transit and plan your trip in a lot of big cities.

Looking to create your own on-demand application?

Choose Artoon Solutions Pvt. Ltd., as we are always happy to help you. Being one of the finest iOS app development service providers, Artoon Solutions Pvt. Ltd. has offered quality mobile app development services across the globe. Our extensively knowledgeable and experienced developers have delivered masterpieces to client worldwide that has helped their businesses stay ahead of the curve.

Interested! Get a free quote today!

If you have the most fabulous range of makeup and skincare items that you want to sell and promote online, getting a website designed and developed is the first step to kick start your business. You need a colorful, captivating and easy to browse and secure e-cosmetic store for piquing the interest of shoppers and facilitating them to make a quick purchase. While there are so many web design and development platforms and tools available to e-commerce retailers and service providers, Magento is the most likable of all.

E-Cosmetic Businesses and Magento Web Development Services

A webpage developed using Magento makes it easier for both the businesses and customers to carry out their endeavors. You can easily add to your makeup and skincare products by properly categorizing them. Keeping a track of product listing would also be simpler, you just have to log in and check out the inventory till date. There are several other chores that are expedited through the website that gets designed using Magento. Thus, you can make your cosmetic items worth noticing and buying for the wider target audience by showcasing them on a consumer friendly e-store.

You should avail Magento e-commerce development services from a renowned service provider that comprehends the dynamics of your business to provide you solutions according to your branding, sales and customer retention requirements. You can have a look at the sought after e-commerce web development services providing companies online and locally to make a choice you don’t regret later.

Here are more reasons for you to have your e-cosmetic store’s webpage developed using Magento!

You will be able to Boost Sales your Way

The prime and eventual purpose of every business is achieving short term and long term sales targets. Having a consumer oriented webpage will let you sell smartly. For instance, you can pitch the most popular eye cosmetics that are trending to shoppers to sway them to take action. Magento web development services should be availed from a competent development expert. A smart website will let you view the buying behavior of website visitors; you can thus do behavioral advertising and marketing to improve sales according to your expectations.

You will be able to do Targeted SEO and Content Marketing

In order to bring you SEO and content marketing efforts to fruition, you need an insightful and well-planned strategy. With the help of a Magento e-commerce development company, you will have a website that can track you results for your SEO and content marketing campaigns. You will be able to then work in the direction that is likely to get you fruitful results out of your search engine optimization plans to help your online cosmetic store and products rank better.

You will be able to Create Pleasing Customer Service Experience

If you want to get repeat shoppers for your online makeup and skincare store, it is imperative to create pleasing and unforgettable service experience for the casual customers. Having a Magento powered website, your digital consumers aren’t likely to face any issue with adding their preferred cosmetic items to the cart, making a payment and securely checking out. You can provide proactive assistance and support to the potential buyers as well who feel lost and confused with making the product choice.

E-Sparks is the Magento e-commerce development services provider you can trust. The company offers all kinds of businesses with development and technology tools that equip them to coping up with the challenges and serving to their customers in an efficient manner.

Another perk of having your e-cosmetic store’s webpage developed using Magento is that you will be able to stock up products according to web visitors’ requirements. This will make you a provider of choice for makeup junkies. You can earn your brand a distinguished market position. 

Reference Image