Published on: 12 May 2021
Last Updated on: 02 January 2025
The applications of data in various fields are becoming more relevant than ever. From sports to music, the applications of data and technology are finding new uses, applications, and results. If you have seen the Brad Pitt baseball movie, ‘Moneyball’, you would know exactly what I am talking about.
Many argue that the applications of big data cannot apply to creative fields like music or writing. However, experts who are getting big data analytics certification think otherwise. Books, people point out cannot be judged according to big data. In other words, whether a specific book will become successful is a creative function that is dependent on experience, expertise, and audience reception.
Not quite so! It appears that scientists and data practitioners have come up with a method to analyze and understand whether a book can become a best-seller or not.
How does the Big Data Algorithm work?
In the last few years, experts like Jodie Archer and Matthew Jockers have analyzed the last 30 years of New York Times bestsellers. They have then applied scientifically and tech-developed algorithms to look at various trends, patterns, and learnings to figure out what is common in all these books. The results are striking.
Bestseller-Ometer, the algorithm has data fed into it from more than 20000 books and novels. For publishers, this comes as a welcome advancement. They do not need to take a risk call on every manuscript that passes through their doors.
They can easily just run the software and figure out which novel is going to work and which is not going to sell. If you are looking at percentages of success, the makers are confident of 80%! That is a huge percentage to take into consideration at any given point in time.
Is this a Reality that is going to change the Publishing World forever?
To be honest, the application of the data is not the first in terms of the idea. This was first assessed and put into work in the jewelry industry. Inkitt, a German-based start-up was the first to look at the various inputs and reading perceptions of the readers and come up with an algorithm that assesses what is liked and what is not.
The algorithm takes into account, the following factors-
What is the rate of repetition of the pages that the readers go over?
How long do they dwell on a specific section?
Are there any thematic points that are considered more?
Where are the books purchased and read from?
Once all these inputs are fed into the software, the algorithm runs its course and gives out suggestions, and shows definite patterns.
The Human Factor- Can this be Completely Discounted?
Both Jockers and Archer feel that even though the algorithm is great, it is not 100% thanks to the human factor. You might ask what is this factor?
This factor is called the human intimacy factor. It refers to the emotional and intimate bond that forms between a book’s characters and the reader. Think about Harry Potter novels and how they have become a household name for everyone of this generation.
It also means that new genres, one that has still not been discovered are subject to the human emotional connection and chance. An algorithm can only assess data that is in front of it.
If there is something completely new and unique, the algorithm will not be able to give a cohesive reading of the same. In such cases, editors need to depend on their experience to understand whether the said work can be successful or not.
The Bottom Line:
Big data analytics is changing the creative and arts industry in a major way. As more research and developments take place, it is only a matter of time before we see more full-proof connections emerge in this industry.
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Databases are the primary data storage location for all software applications. For instance, when someone conducts a web search, logs into an account, or completes a transaction, a database system maintains the information so users can retrieve it whenever they choose.
A relational database, on the other hand, organizes data into tables, rows, and columns. Furthermore, it combines tables and creates a link between the data, making it simple to acquire insights into the relationship between multiple data points.
Among the different relational databases, MySQL is the most popular. It supports different OS like Linux, Windows, and even macOS (Apple). In addition, it powers several popular web applications, including Twitter, Netflix, Uber, and Facebook.
There are several MySQL GUI for macOS. However, this blog article will discuss the top 10 MySQL GUI Clients for MacOS.
10 Most Popular MySQL IDE for MacOS
1. dbForge Studio for MySQL
dbForge Studio for MySQL is a MySQL GUI for macOS. It is used to create, maintain, and design databases.
dbForge Studio for MySQL allows you to build and execute queries, develop and debug stored procedures, and manage database objects.
Furthermore, it has a user-friendly UI and consists of intelligent coding features like code completion, enabling you to write SQL queries easily and effectively.
PROS
Code completion
Automatic run-time query
Visual Query Builder, which helps you create queries using drag-n-drop
Simple to debug
Simple backup and restoration
CONS
The free edition has limited functions
It is compatible with only MySQL and MariaDB
dbForge Studio for MySQL cannot be used offline.
Price: 30-day free trial, $179.95 for a perpetual license of the premium edition.
2. TablePlus
TablePlus is a native MySQL GUI application with an easy-to-use interface. Its native architecture enables speedier processing of SQL queries. As a result, you can quickly build, query, edit, and save databases.
Furthermore, TablePlus has an appealing user interface that enables you to manage numerous relational databases at the same time, such as MySQL, PostgreSQL, SQLite, Microsoft SQL Server, Redshift, MariaDB, and others.
PROS
It executes queries in split seconds
It consists of a simple UI
It only consumes a little space - about 180MB to install
no code query features
you can connect to multiple databases simultaneously
code formatting features
CONS
The free version limits you to 2 opened tabs and 2 opened windows
No rollback button
Price: $79, $99, and $49 for basic, standard, and custom license, respectively.
3. DBeaver
DBeaver is a graphical database administration tool for database developers and administrators. It is a free and open-source tool that supports popular DBMSs like MySQL, PostgreSQL, MariaDB, SQLite, and Oracle. Aside from MacOS, it also works on Windows, Solaris, and Linux.
DBeaver is highly functional and user-friendly. It consists of the typical features one should expect from a GUI database management tool. Features like code completion, code formatting, data editing, database analysis, SQL editor, and so on
PROS
Can connect and work on different databases simultaneously
It has easy navigation through the Schema object tree
It saves coding time through code completion
CONS
The free edition has limited functions
It consumes a lot of RAM space
You cannot install it without Java
Price: The community edition is free, and the Enterprise edition is $10/month.
4. Sequel Ace
Sequel Ace is a popular Mac database management tool for MySQL and MariaDB databases. It serves as a replacement for the longtime MacOS tool - Sequel Pro.
Sequel Ace allows easy writing of custom queries, easy accessibility to all your databases, and a filtering system to find what you need quickly.
PROS
It rarely crashes
It is fast and easy to install
It has flexible connectivity
CONS
It does not support multiple result tabs for multiple queries
The query editor window is slow
5. SQLPro Studio
SQLPro Studio is a high-end database management software for Postgres, MySQL, Oracle databases, and Microsoft Management Studio.
It is well-known for its smart features, such as syntax highlighting, the ability to execute several queries simultaneously, autocomplete, keyword inclusion, and exporting files as CSV, among others.
PROS
The table filters are easy to use
It can install plugins
You can easily connect it to local Docker containers
CONS
It is a little bit slow
It does not have NoSQL DB management
It crashes randomly.
Price: $99.99 per year.
6. DataGrip
DataGrip is a multi-engine database management tool. It is compatible with MySQL, PostgreSQL, Microsoft SQL Server, Oracle, Sybase, SQLite, and so on.
DataGrip is characterized by many amazing features, such as code auto-completion, bug detection, and version control integration, among others. In addition, it provides a query console for performing and profiling queries.
PROS
The interface is user-friendly and very easy to understand.
The support is substantial, and the tool deployment is highly authentic
You can manage multiple databases simultaneously.
CONS
It consumes too many computer resources, which slows down its performance.
If you plan using of MySQL DB only, its functionality is poorly
Price: $199 per year
7. Beekeeper Studio
Beekeeper Studio is an open-source SQL editor and database management tool for MacOS, Linux, and Windows. It has a friendly user interface and is very easy to understand. Also, Beekeeper studio is GPL licensed, which makes it free to use.
The tool is characterized by various smart features, such as a tabbed interface for multitasking, keyboard shortcuts, query history, code auto-completion, and syntax highlighting, among other features.
PROS
It has keyboard shortcuts
It enables users to multi-task
You can use the tool without the internet
You can save your queries to visit them later
CONS
It takes a while to load multiple tables in a database
The UI could be better
Price: $99
8. Adminer
Adminer is a PHP-based database data editing tool that is both simple and user-friendly. It is appropriate for general users because it allows for high-level data manipulation.
Adminer was previously known as phpMyAdmin. It does, however, have a simpler and more user-friendly layout.
PROS
The security features are top-notch
It is fast in executing queries
It restricts the number of connection attempts to prevent cyberattacks
CONS
The user interface could be more user-friendly
It is not easy to move database schemas across the workspace
Price: it is free
9. Navicat
Navicat is a graphical front-end database administration tool that allows you to connect to several databases simultaneously, including MySQL, MariaDB, SQL Server, Oracle, PostgreSQL, and SQLite.
Navicat allows you to create and manage database objects, move data between databases, synchronize, and deploy updates.
Furthermore, its efficient functionality allows you to quickly complete complex jobs, such as importing a large number of file data into a database table without interruption.
PROS
It is beginner friendly
It runs SQL queries very fast
You can easily move data across different tables and databases.
CONS
The subscription is very costly
It has a short free trial period (14-day free trial)
Price: $69.99 monthly subscription, $1399 for a permanent license.
10. Querious
Querious is a new MySQL database management software for MacOS. It is precise and simple to use, giving you complete control of your work.
Furthermore, Querious is beginner-friendly and comes with smart features that enable users to view, edit, search and structure their data how they deem fit.
PROS
A simple user interface
It executes queries quickly
Complete control over user privileges
It rarely crashes
CONS
Autosuggestion can only suggest table names
It only supports MySQL
It is available only on MacOS
Price: $25.
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Best Practices For Replicating Data
Data is an important pillar of modern society. This is why many people use third-party software to encrypt data and restrict any unauthorized access. Although this might offer high-level security to the data, at the same time, it adds difficulty at the time of data recovery.
Being a digital marketer, I ensure that nobody accesses my data. To do that, I use BitLocker to encrypt all my data. One morning when I was trying to access my photos, I found that the SD card was somehow damaged, and now I cannot access my photos.
This really startled me, as it was only a couple of days away or my clients' photos were delivered. I Tried data recovery software to recover the inaccessible photos, but the efforts were in vain, as the BitLocker was resisting to do.
Fortunately, after several tries and integrating a couple of tricks, I was able to get back my photos. It was a great feat for me, and I thought that many individuals like me face the same problem. So, I took this opportunity to share my experience and how I was able to recover data from BitLocker encrypted drives.
How to Recover BitLocker Encrypted Files?
Data recovery is a complicated and time-consuming process. There is data that can be restored or recovered from simple recycle bin recovery. The data recovery process is complex. I have come up with this solution to recover BitLocker encrypted data.
1. Recover Data from BitLocker Encrypted C: Drive:
As we know, C: Drive is the operating system drive.l the moment you start your system, new data keeps on adding to the system drive. So, the recovery of encrypted data depends on whether the lost un accessed files have been overwritten or not. In case of overwritten activity, you will not be able to get back your data. Instead, the data will stand corrupted.
However, if the data is not overwritten and is encrypted by the BitLocker, you can recover data by following the steps given below.
Once such a scenario occurs, stop using the drives to ensure data is not overwritten.
Download a data recovery software.
You will see the main interface with all the active drives in the system.
Select the targeted drive.
Initiate a scan.
Select the data you're meant to recover and click “Recover”.
2. Recover Data from Encrypted Data Drive:
Data drives are the drives where you store data. The D: Drive and F: drive you to see are the data drive. If you cannot access these drives, you can follow the same process. The only difference will be that you will select the drive storage instead of selecting the system storage.
Download and install the data recovery software.
Select the BitLocker encrypted drive.
Run a scan.
Select the targeted data.
Click recover.
3. Recover Data from BitLocker Encrypted SSDs:
Today, instead of HDD, most systems have SSDs. While we use an SSD, we have no idea that it deletes data without our permission. I know this can surprise you. But that is the truth. Windows 7 or the other later ver5sion initiates an automatic TRIM on SSDs.
The only way to ensure your data is safe is to keep track of whether TRIM is enabled or not. Once you know that TRIM is Disabled, you can use the same steps to recover or access BitLocker encrypted data.
Download and install the data recovery software.
Select the BitLocker encrypted drive.
Run a scan.
Select the data you want to recover.
Click recover.
Conclusion:
To sum it up, yes, there are easy ways in which you can recover encrypted data. In this article, I have shared the methods I used to retrieve my data. I hope that these methods work in the same way as they worked out for me.
Read Also:
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Whether you are a web developer or tester or a Project Manager, tools are always available at your disposal to help you. From our daily need tools like screenshotting tools to software testing tools we need a variety to make our work easier.
Looking to share an image? Take screenshot
Want to share a video? Use a screen recorder
Need to tell the developer, the code doesn’t work? Use a communication tool
From this to that, we need a ton of tools every day. Even you’re using one to read it! But which one is the best to use at a time is where one get stuck. And I’m here to help you with that!
Let’s find out which tool to use for your website and for what.
1. Testing : LambdaTest
If you own a website or web page or work for one, it is a must to perform its testing. LambdaTest in itself is a complete tool for your website to perform its cross browser testing (both manual and automation), visual screenshots testing, responsive testing, image comparisons, and a lot more.
With a pool of 2000+ browsers and device combinations, it helps you make sure that your website works perfectly in all browser and device combinations and provides a seamless experience to your users.
2. Code Editor: Sublime Text
Great websites need great environment and a code editor with well-designed, super efficient, and ultra speedy user interface to develop your code.
Sublime Text is on top to fulfill this need of your best code editor tool for your website. Sublime is unique in terms of Ease of use, easy shortcut keys and Eyes friendly user interface.
Developers spend 8-9 hours a day on code editor and Sublime text can prevent developers from getting frustrated. User-friendly and eyes friendly user interface is what one looks for while finalizing a Code editor tool and Sublime Text is all of them!
3. Design : AdobeXD
Adobe XD is a vector-based UX/UI design collaboration tool developed and published by Adobe Inc for designing and prototyping user experience for web and mobile apps for macOS and Windows.
XD supports vector design and website wireframing, and creating simple interactive click-through prototypes.
4. SEO: Uber Suggest
When it comes to SEO, no one can ignore Neil Patel and his toys. Uber Suggest is one of the top SEO tools in the current decade by Neil Patel.
SEO is what needs to optimize your website and make Google search friendly. Uber suggest can help in Keyword review whether it is for SEO or PPC, Keyword suggestion (from primary term to long tail phrases, you can get thousands of suggestion along with search volume, the competition, and even seasonal trends of that particular keyword), Keyword Difficulty and Competitive Intelligence. You can also assess your website against other competitors.
5. Design Mate: Zeplin
To build a website, you need to design it first and when it comes to it, Zeplin is Designer’s best friend. With all CSS details and minute information available in the design itself, it makes it easier to collaborate between developers and designers. It provides integrations with top tools like Slack, Trello and allows a user-friendly designing environment.
6. Analysis: SEMrush
SEMrush is an all in one tool for marketers. You can use it various analysis and help for your website. SEMrush has SEO toolkit, Advertising toolkit, Social Media Toolkit, Content Marketing toolkit, and Competitive Research toolkit to help you.
You can analyze your competitors, check which keywords they are ranking upon, monitor your keyword ranking, your website's visibility, check which pages of your website are driving more traffic and a lot more.
As said SEMrush is all in one tool for Marketers.
7. Design Assistant: Canva
Canva is free to join and provides a vast variety of templates and graphics. It has everything that you need for an amazing design as a starting blogger, web designer, or app developer.
If you are promoting your website through social media, Canva can help you with images. Banners, posts, thumbnails, insta, snapchats, Google display ads, Facebook ads in standard required sizes. Equipped with so many tools, Canva is an awesome tool for marketers, web designers, artists, and social media enthusiasts.
8. Chat bot: Intercom
Putting a real-time chat bot is really a good option if you want your users and visitors of your website to connect to you any time. Intercom is undoubtedly the best tool to help you interact with your customers.
9. Screen Recorder: OBS Studio
Many times, we need to record our website’s animations for future reference or for forwarding it to some of our team members. OBS Studio is a screen recording tool along with various features like HD Streaming and recording. The best part about OBS studio is that there is no restriction upon the video length and it is very quick to set up.
10. Analytics: Google Analytics
Analytics of visitors and user coming on your website or platform is key metrics to measure your company’s growth. You can set up custom channel from where you are getting traffic and can analyze which channel is performing good and which is not. Google analytics can help you play with numbers and take actions based on it. It’s a must-have tool if you are running your business online and have a website to showcase your products.
As a very famous saying goes:
We shape our tools and afterwards our tools shape us. - Marshall McLuhan
Hence, once we learn to use these tools, these tools can help us improvise and grow more. It is wiser to take help of the following tools for your website and increase your productivity. So, go ahead, try these tools and enjoy the fruits they reap.
