Turn Your Data Into a Halloween Treat with WebDataRocks
Spooky atmosphere is everywhere in the air, and WebDataRocks isn’t staying behind!
Our pivot grid is highly flexible, allowing you to easily change its look and style to suit any theme or event. Since it’s Halloween, we want to show you a few fun examples to demonstrate you features for customizing your reports and making them more exciting!
So, let’s start!
Rating of Candies with WebDataRocks Pivot Grid
Did you know that Halloween 2025 is expected to be the most expensive one? Total spending on candy is anticipated to reach $3.9 billion! It’s evident that candies are an essential part of this holiday. But which sweets do people love the most, and which are likely to be left at the bottom of buckets?
All this info you can find in our demo:
Every candy rating is colored based on how much people love (or don’t love) it:
Top-rated treats are colored orange, and lower-rated ones are yellow.
We easily achieve this using our conditional formatting. You can set it up using our toolbar, or this snippet of code:
conditions: [
{
formula: "#value >= 4",
format: {
backgroundColor: "#ff9933",
color: "#000000"
}
},
{
formula: "#value <= 2",
format: {
backgroundColor: "#ffcd55",
color: "#000000"
}
}
]
Pumpkin WebDataRocks and Highcharts
Okay, now what first comes to your mind when you hear “Halloween”? Most likely it’s pumpkins. They’ve become a defining symbol of this holiday, but have you ever considered which state has the most expensive ones and how their prices fluctuate throughout the entire Halloween season?
This demo will help you find out! You can see how they vary by color, and thanks to Highcharts, our dashboard has become more interactive and easier to use for valuable insights.
Look at these toolbar icons! Would you also like to customize your own to add a festive atmosphere?
This can be done using the beforetoolbarcreated property in WebDataRocks:
var pivot = new WebDataRocks({
container: "#wdr-component",
toolbar: true,
beforetoolbarcreated: customizeToolbar,
height: 500,
…
});
function customizeToolbar(toolbar) {
const tabs = toolbar.getTabs();
toolbar.getTabs = function () {
for (let i = 0; i < tabs.length; i++) {
switch (i % 4) {
case 0:
tabs[i].icon = `<img width=30 height=30 src="https://cdn-icons-png.flaticon.com/512/6433/6433146.png"/>`;
break;
case 1:
tabs[i].icon = `<img width=30 height=30 src="https://cdn-icons-png.flaticon.com/512/3330/3330533.png"/>`;
break;
case 2:
tabs[i].icon = `<img width=30 height=30 src="https://cdn-icons-png.flaticon.com/512/8490/8490308.png"/>`;
break;
case 3:
tabs[i].icon = `<img width=30 height=30 src="https://cdn-icons-png.flaticon.com/512/3277/3277415.png"/>`;
break;
}
}
return tabs;
};
}
If you want to style your toolbar even further, we recommend reading our Toolbar documentation to explore all the possibilities.
Halloween Time with WebDataRocks
Still not enough spooky atmosphere? Horror movies are gonna fix it!
Advanced Television mentions that nearly 3 in 5 people worldwide (59%) are likely to pick a horror movie or show over other genres during the autumn season. Horror is especially popular in Mexico (76%), Spain (71%), and the US (61%).
In our demo, you can see both movie lengths and ratings, or explore whether longer movies receive better ratings or if shorter ones are more popular.
The thing is that the Runtime column is stored as seconds in the dataset, but WebDataRocks automatically converts it into the familiar HH:MM:SS format. This makes it much easier to work with durations and compare movie lengths, since everyone is used to reading time this way.
function getData() {
return [
{
"Movie Title": {
caption: "Movie Title",
type: "string"
},
"Movie Year": {
caption: "Movie Year",
type: "string"
},
Runtime: {
caption: "Runtime",
type: "time"
…
},Now it’s much easier to choose what to watch this Halloween movie night!
So we can confidently say that you’re ready to dive into your own Halloween dashboards and uncover all the seasonal insights. You can customize it for any needs (more interactive pivot table demos you can find on our webpage), and we hope these examples were helpful and brought you some festive mood!
What else to read?
Storytelling with data is a must-have 21st-century skill. Whether you are a marketer, a business analyst, or a data scientist, you will need to be able to communicate your findings to others in a simple and concise way. Data visualization is an effective tool that can help you with your data.
To turn raw data into insights, it is essential to acquire skills and master techniques for working effectively with data. That’s where data visualization blogs come in handy.
Data visualization blogs are a great resource for learning about data visualization techniques and best practices. They can help you to get a better understanding of your data, to come up with new ideas for data visualizations, and to improve your storytelling skills.
We have compiled a list of excellent blogs that we believe will help you improve your storytelling-based data visualization skills. We hope that this article will help you to find the data visualization blogs that are right for you.
Information is beautiful
Information is Beautiful is a blog by David McCandless, known for its visually stunning and informative data visualizations. As soon as you are taken to its main page, you may become struck by rich and engaging visualizations. The blog’s mission is to show how to present data in captivating graphics and make the numbers speak loudly. The visualizations provided offer insightful answers to a wide range of pertinent questions spanning demographics, politics, economics, and more.
For example, check out interactive infographics about Hollywood films and see it with your own eyes.
Flowing Data
Flowing Data is an exploration of the impact of data on our everyday lives. Founded by statistician Nathan Yau. This blog offers a fresh perspective on data visualization, combining data, art, and storytelling, and covers a variety of topics.
FlowingData is a veritable paradise for R programmers and statisticians. Besides, it contains versatile content for all tastes and purposes.
Here, you not only gain a deeper understanding of how data shapes our daily lives, but also learn how to create visualizations like an expert (mostly in R). We highly recommend paying attention to the guides which focus on specific topics and courses which explain in a step-by-step manner how to excel at data visualization in R.
Cool Infographics
Cool Infographics is a blog that showcases the best infographics from the web. It is run by Randy Krum, a data visualization expert. The blog explores various topics, such as science, technology, business, and social issues. It also offers helpful articles on how to create and use infographics effectively.
This blog is a valuable resource worth following if you’re fascinated by infographics.
DataQuest Blog
The DataQuest Blog is a treasure trove of up-to-date articles dedicated to data science and career paths. You can get here the essential knowledge required to become a skilled data scientist, reveal new ways of working with data and discover scholarships. Whether you are a Python or R programmer, you’ll find something beneficial for yourself. At your service, there are career tips that help sharpen both technical and soft skills, student stories and courses which are divided into missions for convenience – such a breaking a big task into smaller ones help you feel less overwhelmed with studying new things.
The blog gives you the feeling that the content is created with the care of learning experience and keeping students motivated and deeply engaged in what they are studying.
Here you have an opportunity to learn the building concepts of data science and choose your own path you want to excel at.
Gitconnected
One more valuable source for staying up-to-date with the latest news and trends in software development and technologies. Here, you can explore insightful articles that review the functionalities of different frameworks, find great tutorials and many other educational materials While this website not focused on data visualization, it still serves as a valuable source of practical knowledge that you can apply to your data visualization projects.
In addition, Gitconnected has a blog – the LevelUP Coding. That is a great resource for learning about the features, advantages, and disadvantages of different JavaScript data visualization libraries. You can use this information to choose the library that best suits your data visualization project needs. Do you want to be the first to test the grid with your data?
The Economist: Graphic detail
The Economist: Graphic Detail is a blog that showcases the best of data journalism and data storytelling from The Economist magazine. It is run by the magazine’s talented graphics team, who create high-quality infographics and data visualizations on various topics, such as economics, business, politics, and social issues. The blog is updated every weekday and features daily charts that reflect the expertise and interests of the journalists. If you are interested in data-driven insights and compelling visuals, The Economist: Graphic Detail is a blog worth following.
Tableau Blog
The Tableau Public Blog is a must-follow resource for anyone using Tableau for data visualization. It is a blog that teaches you how to use Tableau for data visualization. It has tutorials, case studies, and tips from Tableau experts around the world. Here you’ll find not only product updates, news, and useful tips, but also lets you see’ll how other data analysts use data to make a difference. Here you can dive into experiences of like-minded people from all over the world, learn about the social impact of data and become motivated to start new data visualization projects.
Data Visualization Communities on Reddit
Blogs are great for structured, expert advice, but sometimes, the best way to learn is by actually talking to other people who are figuring things out too. That’s when Reddit comes in. It’s a great place where you can find communities to share projects, ask questions, discuss tools, get inspired, and more.
Subreddits for Data Visualization
r/dataisbeautiful
This is probably the first subreddit you’ll come across. r/dataisbeautiful is dedicated to showcasing polished and interesting visualizations on a wide range of topics, from global economics to pop culture trends. It’s a goldmine for inspiration and a good place to see what types of visuals catch people’s attention and make complex data easy to grasp.
r/dataviz
While r/dataisbeautiful is mostly about finished projects, r/dataviz is where the behind-the-scenes conversations happen. Here, people talk about how to build visualizations, which tools to use, what makes a chart misleading or effective, and so on.
r/visualization
This one leans a bit more toward theory and research. This subreddit explores the why behind effective visual communication, things like perception, cognition, and design principles. It’s a good place if you’re curious about the science behind what makes visualizations work (or fail), or if you enjoy discovering new open-source tools and tutorials.
Final words
We hope you enjoyed this article and found some data visualization blogs that suit your interests and needs. These blogs are excellent sources of inspiration, learning, and insight for anyone who wants to create engaging and effective data visualization. They show you how to use data visualization tools, techniques, and best practices to communicate your data clearly and persuasively.
We hope that these blogs will inspire you to explore different data visualization methods and styles. Data visualization is a powerful way to communicate your business data effectively. You can also check out this article with the resources for developers to read, which can help you improve and polish your skills in data visualization and other areas.
So, don’t hesitate and start your data visualization adventure today!
Are you ready for Halloween?
In celebration of this spooky holiday, we’ve decided to pick top WebDataRocks samples dedicated to Halloween. Not only you’ll play with fun demos but also learn how to create analytical reports based on any kind of data.
Let’s start!
A dashboard for analysis of pumpkin prices
See the Pen Halloween demo with WebDataRocks and Highcharts: pumpkin prices analysis by WebDataRocks (@webdatarocks) on CodePen.
More than 1.5 billion pounds of pumpkin are grown in the US each year. What are their prices? In this demo, you’ll see how to analyze the prices of pumpkins that are grown in different cities of the US and varied by size, color, package, and grade. You may even notice the trends in how the prices change depending on the season.
The only tools you need to create such an interactive dashboard are WebDataRocks and Highcharts – JavaScript libraries for reporting and data visualization. With WebDataRocks, you can pre-process data before further visualization. Simply load it into the pivot, arrange the fields on the grid, aggregate the data, sort it and highlight important cells. With Highcharts, you can build custom charts based on the summarized data retrieved from WebDataRocks Pivot.
The entire process is as simple as a pumpkin pie – you can find all the instructions in the guide and learn how to make the pivot table and charts work together swiftly.
As a result, you get a ready-to-use tool for generating insightful reports in PDF, HTML, or Excel.
Analysis of IMDB Horror Movie Dataset with WebDataRocks and FusionCharts
See the Pen WebDataRocks: Analysis of IMDB Horror Movie Dataset by WebDataRocks (@webdatarocks) on CodePen.
What’s your favorite way to celebrate Halloween? If you’re searching for a creepy movie to watch on All Hallows Eve – great news! We did it for you!
The next demo is built using WebDataRocks and FusionCharts. With it, you’ll find the movies with the highest rankings grouped by genres and release dates.
The last but not least – the dashboard is dark-themed, meaning you can apply dark styles both to WebDataRocks and FusionCharts.
What else can match the mood of Halloween if not the black color?
Candy Power Ranking Analysis with WebDataRocks Pivot
See the Pen WebDataRocks Pivot: Analysis of Candy Power Ranking by WebDataRocks (@webdatarocks) on CodePen.
Not a big fan of pumpkins and horror movies? Looking forward to Halloween just for the sake of Halloween candies?
If you have a sweet tooth, this demo is for you.
With the Candy Power Ranking data set and WebDataRocks Pivot, you’ll discover the most and the least popular Halloween candies, as well as the sweetest and the most expensive ones. Try rearranging the report’s fields to group the candies by constituents and extract new insights from the data.
Explore Pivot Table’s features
If you’d like to take a closer look at the out-of-the-box features of WebDataRocks Pivot, you are welcome to see our comprehensive UI guide that covers every piece of functionality available to the end-users.
If you are more interested in how to configure the reporting tool with code, check out our API reference and get hands-on experience with demos on CodePen.
References
All the demos mentioned in the blog post are based on the data from Kaggle.
Feel free to download the full data sets, connect them to the pivot table and come up with your own way of the report’s layout. Take the full advantage of filtering, aggregating, sorting, drag-and-drop, and drill-down features – they are designed exactly for bringing your reporting to new heights.
What else to read?
As you may have already noticed, we love participating in CodePen Challenges! This time, the topic was “food”, so we decided to use a dataset that is familiar to everyone — McDonald’s menu items. You can find McDonald’s almost everywhere, and their burgers? Loved by lots of people. We thought it’d be fun to turn their menu data into an insightful visual report.
(more…)
Data Warehouse is a single repository to store all the data from an organization’s databases and related sources in one place. All the forms of structured and unstructured data in different formats and visualizations are extracted from the organization and transformed. Depending upon an organization’s approach, data could be transformed before or after loading into the Warehouse.
Besides acting as a single source of truth for your organization, Data Warehouse services offer storing large amounts of data, finding correlation patterns, and recognition for business decision-making. It effectively helps in data analytics, visualizations, and reporting.
(more…)
This is a hyper-competitive era for mobile app development as startups and well-established enterprises are looking to transform their business digitally. Building human-centric custom mobile apps provides them with the ability to offer their services more creatively and conveniently.
Consequently, companies that want to enhance their digital focus with a data-driven app strategy hire a reliable mobile app development company. Their expertise enables the digital transformation of complex and conventional businesses to achieve quantifiable success and ROI.
Do you have a growth-accelerating app idea that you want to convert into a full-functioning mobile application? Read this blog to learn the comprehensive guide on mobile app development, including its process, trends, costs, etc.
What Does it Mean by Mobile App Development?
A mobile application or app is software built to run on a smartphone or tablet. The process of making this software for a mobile app, web app, online app, iPhone app, smartphone app, or hand-held device is called mobile app development.
Based on the nature of the application, this software can be preinstalled on the device (utility app), downloaded from the App Store/Play Store, or accessed via a mobile web browser.
Quality of the app development process and speed-to-market are critical for business success when the competition is at an all-time high. Therefore, the Agile development methodology is widely accepted for mobile app development due to its wide range of benefits, such as pragmatic and comprehensive processes, efficiency, improved quality, adaptability, flexibility, etc.
Mobile App Development: A Market Overview
The number of mobile applications is increasing with every passing year. With 1.8 million apps available on the App Store and 3.7 million Android apps on the Google Play Store, mobile apps are becoming a lucrative business opportunity.
In terms of revenue, Apple iOS is winning the race with $83 billion in revenue generated in 2022 and is expected to generate $125 billion by the end of 2027. Hence, if you are an entrepreneur or own a startup, you can look for a business opportunity in the mobile app market. Moreover, an enterprise can also build an app to expand its revenue stream or benefit from an increased audience.
When we talk about the monetization strategy, premium apps, in-app purchases, and subscriptions are turning out to be some of the most revenue-generating streams. It is forecasted that $233 billion of app spending can be seen by the end of 2026 based on the given monetization methods. Therefore, you must carefully consider your strategy to generate incremental value from your mobile apps.
The number of subscriptions for smartphone mobile networks is increasing rapidly. It is expected to reach 7.7 billion by 2028 when countries like China, India, and the United States are at the top. This states why businesses focus on mobile app development to leverage an extended customer base. Given the stats, it is no wonder mobile apps have such a profound impact on businesses as well as our daily lives.
Top Mobile App Categories Popular in the Market
It is possible that some of you have already come up with a basic idea or concept. Those who are starting from scratch may have no idea where to begin. Competitive analysis is one of the crucial parts of building a successful mobile app. You can take inspiration from the various apps available in the market to find out the features integrated, technology used, monetization methods, etc.
Get inspired by the best mobile app ideas given below:
| App Category | Essential Features and Popular App Examples |
| eLearning App for the EdTech Industry |
|
| On-demand Grocery Delivery App |
|
| eCommerce Mobile App |
|
| On-demand Food Delivery App |
|
| Courier Delivery App |
|
| Healthcare and Fitness App |
|
| Mental Health and Wellness App |
|
| Social Media App |
|
| Cab/Taxi Booking App |
|
| Online Video Streaming App |
|
| Digital Wallet App |
|
Types of Mobile App Development
The types of mobile app development can be typically divided into 3 categories:
- Native App Development: Generally divided into iOS and Android App Development, where the app is built for both mobile platforms separately using their Native app development technologies.
- Hybrid/Cross-platform App Development: Here, the app is built using cross-platform app development frameworks like React Native, Flutter, Ionic, etc. Hybrid apps are also developed using web technologies like HTML, CSS, and JavaScript.
- Web App Development: Web applications are accessed using mobile web browsers. These types of applications are famous, too, because they ensure that the application developed for the web offers a fast and responsive experience to mobile users.
Step-by-Step Guide to Mobile App Development
Remember that mobile app development is an iterative process, meaning you can move from one or two steps back and forth to generate a quality result.
Here are the steps to build a mobile app:
| Planning | This is the first phase of the app development, which includes requirement gathering. |
|
| Designing | In this step, building the UI/UX design of the app is included. |
|
| Development | This is the actual building part of the app development process, including coding. |
|
| Testing | Here, QA engineers will be checking the quality and performance of the application. |
|
| Deployment | After the app is developed and tested, it will be deployed on the App Store/ Play Store or the client-server as per their request. |
|
Refine the Mobile App Idea With MVP Development
Do you have an app idea but don’t know whether it will succeed in the market? What if you can launch it in the market with less budget to gauge the response from potential audience or target users?
Minimum Viable Product (MVP) development is an approach to building a software product or, in this case, a mobile app with essential features that represent your core idea or functionalities. This is a launch-ready version of the app; consider it as the first step towards ensuring the success of a mobile app.
Once you get a positive response from the audience and gain enough traction, you can start with the scaling of the application. It minimizes the risk and expenditure before the full-fledged mobile application development.
Tech Stack Used in Mobile App Development
Here are the frameworks, platforms, and technologies used in building mobile applications.
| Android App Development | Swift, Java |
| iOS App Development | Objective-C, Swift |
| Hybrid App Development Framework | React Native, Flutter, Ionic |
| App SDK | Xcode, Android Studio |
| UI Frameworks | UIKit (iOS), Android XML Layouts (Android) |
| Server-side Languages | Node.js, Python, Ruby, Java, etc. |
| Databases | MongoDB, MySQL, PostgreSQL |
| Payment Gateway Integration | Stripe, PayPal, Braintree, and Square |
| Cloud Services | Amazon AWS, Microsoft Azure, Google Cloud |
| Notifications and Messages | Firebase Cloud Messaging (FCM), Apple Push Notification Service (APNs), In-App Messaging (real-time chat), Firebase Realtime, Socket.io |
| GPS Tracking | Core Location (iOS), Google Location Services (Android), Google Maps API |
Top Mobile App Development Service Providers
Here are the top companies providing mobile app development services:
- Successive Digital
It is a CMMI-3 certified next-gen digital solutions provider with over a decade of experience. With their domain expertise on various industry verticals, cloud consulting services, and commitment to delivering value-driven solutions, you can build scalable mobile apps.
- Clutch Ratings: 4.9 (77 Reviews)
- Hourly Rate: $25 – $49 / hr
- Number of Employees: 1,000 – 9,999
- Founded: 2012
- Naked Development
It is one of the most creative app development agencies you can find to hand over your app development project. You can get end-to-end app development solutions from them, including planning, designing, development, testing, and maintenance.
- Clutch Ratings: 4.9 (28 Reviews)
- Hourly Rate: $100 – $149 / hr
- Number of Employees: 10 – 49
- Founded: 2018
- Mercury Development
One of the oldest companies on our list is Mercury Development, making it a reliable source for app development services. From startups to enterprises, it provides its services catering to the needs of a wide variety of business sizes.
- Clutch Ratings: 5.0 (25 Reviews)
- Hourly Rate: $50 – $99 / hr
- Number of Employees: 50 – 249
- Founded: 1999
- CodigoDelSur
It is one of the best-known mobile app development companies with more than 15 years of experience. Moreover, this company has won many awards and accreditations for their exceptional services.
- Clutch Ratings: 4.8 (40 Reviews)
- Hourly Rate: $50 – $99 / hr
- Number of Employees: 50 – 249
- Founded: 2007
- Utility
This specialized company has a team of experienced and skilled professionals crafting custom mobile and web applications. They have experience working with various industry sectors, creating successful applications catering to users’ needs.
- Clutch Ratings: 4.8 (25 reviews)
- Hourly Rate: $100 – $149 / hr
- Number of Employees: 50 – 249
- Founded: 2013
What is the Total Cost of Building a Mobile App?
When you select an app idea and decide to build it, your next concern must be how much mobile app development costs. The total cost of developing a mobile app depends on its complexity— a simple app with basic functionality can cost you anywhere from 30,000 to $60,000. When you increase the complexity, the cost can range anywhere between $60,000 and $150,000. However, an advanced mobile app with a high level of complexity, features, API integration, and ample storage can cost you as much as $300,000 or more.
Other factors influence the mobile app development cost, such as app category, platform selection, app design, app security, testing cost, selected features and functionality, the cost of hiring mobile app developers, and more. Therefore, it is challenging to find out the exact cost of mobile app development. To give you an idea, the average cost of building a mobile app can range from $40,000 to $300,000 (or more as per the complexity).
How to Generate Revenue With Mobile Apps
As a business owner, you must be looking to make it a source of income. Fortunately, there are many methods to generate revenue through your mobile app, and you can select any one of them or use a combination of two or more methods.
- Freemium: This model allows your users to access and utilize your application for free while keeping the selected features paid.
- Subscription Model: You can set the price of the paid subscription tiers with various features and functionalities for your user.
- In-app Purchases: In this type of model, you offer certain services or content to users for a set amount of price. This is one of the widely used revenue models combined with other ones.
- Advertisements: This is a simple trick of monetizing your application by approving ads in your application. However, your application must already be popular and have a set customer base to ensure this revenue stream works for your business.
- Affiliate Marketing: You can offer some affiliate links inside your application via advertisements to earn money. The benefit of this model is that you can negotiate with the brand you are affiliated with on how much commission you want.
- Collaboration With Brands: This model requires you to have marketing skills, as you have to be careful with brand positioning. You can build an app in collaboration with some brands or collaborate with them if you find your application niche.
Conclusion
There’s a lot to unpack regarding mobile app development, including budget, goals, timeline, technical skills, and app complexity. Moreover, it is essential to partner with a reliable and experienced company that you can trust to get custom mobile app development services. Ensure the company you hire has a proven track record of delivering best-in-class mobile apps for a wide range of industry verticals. Moreover, make sure to judge them based on competitive pricing, quality assurance, and maintenance services that can fulfill all your mobile app development needs.
What else to read?
- Best Mobile App Development Tools for iOS & Android
- Mobile App Frameworks That Define Business Success in 2021
- What is the difference between React.js and React Native?
- Tutorial: How to create a dashboard with WebDataRocks and AnyChart
- Top data visualization blogs to follow in 2023
Data is one of the core components of every business. Data helps to improve the efficiency in problem solving, decision making, generating an ability to function proactively, and focus on sustainability. It is the backbone of customer service, marketing, sales, accounting, etc. Earlier, businesses managed with just static data from spreadsheets and other documents to analyze their performance and suggest relevant improvements. With the innovative technologies like AI, analytics etc, businesses can now transform the static data and use them to optimize customer experiences.
(more…)Are you trying to figure out how to make a profitable mobile application? It entails many difficulties and factors to be considered, such as determining the budget, particular project specifications, features and functionalities, and more. Nonetheless, picking the right combination of powerful tools and technologies is essential to developing an app.
Your mobile app’s budget, performance, and maintenance will all be significantly impacted by the tech stack your mobile app development company decides to incorporate within. This emphasizes choosing the right mix of technologies for efficient app development that gives your company a competitive edge.
There are several factors to consider when choosing the best tech stack. Therefore, you should read this guide to choose the appropriate tech stack for creating your project.
Mobile App Development Tech Stack: 4 Main Pillars
A tech stack, a set of tools and technologies, is decided and arranged as per the development needs of software or an application. These development platforms are strategically used to create well-oriented and feature-rich mobile apps. It can include tools for data storage, security management, user interface design tools, and various other frameworks.
This tech stack is bifurcated into four central pillars to make the mobile app development process seamless, as given below:
In the back-end development of mobile applications, the decision of technologies depends on the smooth functioning of server-side code and the database. The work of backend developers is to store and manage data, respond to user requests, and ensure frictionless communication between the server and client side. The back-end tech stack supports them in controlling these tasks effectively.
| Back-end Development Programming Languages | Python, Ruby, Golang, PHP, or Java |
| Back-end Frameworks | Django, Ruby on Rails, or Laravel |
| Database Management System | MySQL, PostgreSQL, or SQLite |
The front end is at the forefront of any application or software. This is an interface where your users can interact with a digital product. The tech stack chosen to develop the front end of the application manages the user interface and the client-side code running on the device. Developing a mobile app layout includes elements such as buttons, animations, user flow, and links.
| Front-end Development Programming Languages | HTML, CSS, JavaScript |
| Front-end Frameworks | React, Vue.js, and Angular |
Your choice of mobile app development tech stack depends significantly on the platform you choose to deploy the app (such as iOS or Android). Here, all libraries and interfaces are pictured as part of the mobile app design and development. Depending on the mobile app platform, specific technologies are selected.
| iOS Platform | Development Tools: Apple Xcode and AppCode, iOS SDK |
| Programming Languages: Objective-С, Swift | |
| UI Frameworks: SwiftUI, UIKit | |
| Android Platform | Development Tools: Android Studio, Android SDK |
| Programming Languages: Java Kotlin | |
| UI Frameworks: Android UI, Jetpack Compose |
The hosting environment ensures the server-side code runs smoothly on the application as the input-output function depends on it. The fundamental purpose of a hosting platform is to
- store data,
- hosting APIs,
- scale applications,
- implement robust security measures,
- and enhance reliability by minimizing downtime.
Numerous hosting platforms such as Linux, Apache, and Amazon Web Services (AWS) are popular choices in mobile app development. However, cloud hosting services have been the most in demand recently due to their many benefits.
How Do I Choose the Best Tech Stack for Creating Mobile Apps?
The robust tech stack you position will influence how effectively you are able to build the app. However, it requires meticulous planning, a clear vision, and familiarity with the features to ensure you have chosen the right tech stack.
The choice of technology stack is also driven by the varying features and levels of complexity of various application categories.
For instance, an app for on-demand meal delivery will provide push alerts, real-time tracking, and smart search and suggestion features. Therefore, you should pick technologies that facilitate easy integration with external parties.
| PHP, Jenkins, LAMP Stack, HHVM, Cassandra, React Native, and GraphQL | |
| Airbnb | JavaScript, React, Java, MySQL, Amazon S3, Amazon EC2, Ruby, Rails, Google Analytics, Braintree, and Twilio |
| Uber | Python, JQuery, Node.js, React, Java Golang, Kafka, Swift, Objective-CMySQL, EC2, and Hadoop |
| Objective-C, Swift, Java, KotlinReact NativeAFNetworking and Facebook SDK | |
| Objective-C, Java, JavaScript, React, ScalaAWS, GCP, and Microsoft Azure |
Note: Remember that these are the primary tech stacks used in developing these apps. An application uses a vast set of technologies for app development. Moreover, technological trends keep changing with time, and thus, companies adopt new tools and frameworks.
The type of platform on which you choose to deliver your application has the most influence on the tech mobile app development stack. As mentioned above, iOS and Android applications will have platform-specific technologies.
In contrast, if you choose to develop a hybrid app, you can use cross-platform frameworks (such as React Native, Ionic, Xamarin, and Flutter).
The next factor you need to consider while selecting a suitable tech stack is the features and functionality you decide to integrate into your mobile app. This is because some technologies are better fit to create or embed features like games, augmented reality, or machine learning.
Make sure to define your budget and resources (time, expertise, and development team) in the initial stage of development. With a fixed budget, you can ensure your team utilizes the tech stack fully within that cost.
For example, native app development can be costly and requires more effort. Whereas hybrid or cross-platform app development can be done with open-source frameworks, ensuring a faster and more cost-effective process.
You must consider whether your application can be scaled with the tool or framework you choose to integrate. Go for the technologies that support a stable system architecture with an increasing user base and traffic. Here, you can select your server, hosting service providers, databases, and programming languages wisely. Ensure they are not getting outdated soon and facilitate app scalability.
Conclusion: Get Experts Help
As mentioned in this article, technologies are growing at an unprecedented rate; thus, it requires the mobile app development company you hire to be updated with the latest tech trends. In conclusion, different types of project requirements, such as budget, app types, technical expertise, and, most importantly, platform choice, affect your choice of tech stack.
Therefore, as you initiate your project with your partnered app development team, begin with a thorough analysis of the app idea and discovery phase. With this, not only will you be able to decide on a robust technology stack but also ensure your mobile app developers are on the same page.
With the holidays fast approaching, our team has been brainstorming ideas for meaningful gifts for our colleagues. This year, our workplace is hosting a “Secret Santa” gift exchange, and finding the perfect presents has proven to be quite the challenge. While exploring Kaggle, we came across an intriguing dataset called Customer Shopping (Latest Trends) and thought—what if the data could help?
That’s when we turned to Vue 3 and WebDataRocks—free tools that make it easy to build interactive dashboards and uncover hidden insights. With this JavaScript framework and pivot table library, we’ll explore how various factors, such as gender and season, influence shopping habits. Let’s visualize and analyze the data together—and who knows, maybe we will even find some gift inspiration along the way 🎄
However, before diving into coding, let’s take a look at the result we are aiming for:
Data visualization with Vue 3 and WebDataRocks + Christmas tree animation made with HTML, CSS, and JavaScript
To add a touch of holiday magic, we created an animated Christmas tree to bring festive cheer to the project. Crafting the animation involved a fair amount of CSS, as well as some JavaScript to make the tree interactive. The result is a fun and engaging feature that reacts to user interaction. We’ll dive into a code review later, but for now, we hope it adds a bit of holiday spirit to your day!🎄
Now, get ready to begin the development process. Remember that you can always refer to the source code in the GitHub repository.
But beforehand, check out a quick explanation why Vue + WebDataRocks is a great technology stack.
Why To Choose Vue 3 as a Framework?
Vue 3 is a robust, lightweight framework with a component-based architecture that makes managing and reusing code easy. Its impressive speed comes from the Virtual DOM and optimized reactivity system, which ensures only the necessary updates are made, resulting in faster performance. Additionally, Vue 3 keeps your application’s bundle size small, making it one of the most efficient front-end frameworks available.
Moreover, Vue 3 has well-structured documentation that you can easily refer to whenever needed, making the learning process smoother.
Why To Choose WebDataRocks for Data Visualization?
WebDataRocks is a feature-rich JavaScript pivot table library that perfectly balances functionality, performance, and ease of use. Moreover, WebDataRocks can seamlessly embed into Vue, thus it fits the bill perfectly. In general, this pivot table component supports integration with various frameworks, making it an ideal choice for creating dynamic and interactive data visualization for different applications.
One of the best aspects of this tool is that, despite being free, it offers a robust set of features for data analysis and is highly customizable. While WebDataRocks does have a data size limitation of 1 MB, it remains a powerful and dependable solution for smaller projects and lightweight datasets.
Set Up Vue and WebDataRocks Project
First, to work with any JavaScript framework, you need to have Node.js installed along with your preferred package manager. In this case, we will be using npm.
To create a Vue project and get and include WebDataRocks in it, follow this guide from the official WebDataRocks documentation.
Note that you will be prompted to choose configurations for your project during the creation process. Check the official Vue documentation for more explanation. For simplicity, select No for all configurations.
To ensure the setup works correctly, run this command:
npm run dev
It starts a development server. Open the provided URL in your browser to view the app.
With the project set up, we are ready to dive into coding!
Visualizing Dataset with Vue and WebDataRocks
To get started, let’s import some styles to enhance the pivot table’s appearance.
WebDataRocks comes with various predefined themes, and our team has agreed on the teal one for a clean and vibrant look.
Thus, below you can see how the <template> section of our App.vue currently looks:
<template>
<header>
<link rel="stylesheet" type="text/css" href="theme/teal/webdatarocks.min.css" />
<div class="main">
<div class="wrapper">
<div class="pivot-container">
<div class="logo">📊 Vue 3 + WebDataRocks</div>
<Pivot toolbar /> //toolbar property set to ‘true’
</div>
</div>
</div>
</header>
</template>
Next, we will define a Report Object as the foundation for building our pivot table. Place it under the <script> tag in your App.vue file.
However, before configuring the Report Object, download the Customer Shopping (Latest Trends) dataset from Kaggle and save it in your project’s src/assets folder. Then, link your CSV file to the dataSource parameter to make the data available for the pivot table.
const reportCsv = {
dataSource: {
filename: 'src/assets/shopping_trends.csv',
},
};To customize how the data is displayed, configure the Slice Object, which allows you to define rows, columns, and measures, giving you full control over the pivot table structure. For more details on its parameters, refer to the official WebDataRocks documentation.
Thus, our Report Object looks the following way:
const reportCsv = {
dataSource: {
filename: 'src/assets/shopping_trends.csv',
},
slice: {
rows: [
{ uniqueName: 'Category' },
{ uniqueName: 'Item Purchased' },
{ uniqueName: 'Gender' },
],
columns: [
{ uniqueName: 'Season' },
],
measures: [
{
uniqueName: 'Purchase Amount (USD)',
aggregation: 'sum',
},
],
},
options: {
grid: {
showTotals: 'off',
layout: 'classic',
},
},
};The next step is to pass it to the Pivot component using the report property like this:
<Pivot v-bind:report="reportCsv" toolbar />And that’s it for setting up the WebDataRocks Pivot Table!
To make the website look more visually appealing, we added the following styles under the <styles scoped> section in App.vue:
.pivot-container {
min-width: 1000px;
display: flex;
flex-direction: column;
}For now, the result looks like this:
WebDataRocks Pivot Table component
With the pivot table ready, let’s move on to the next exciting part—creating the Christmas Tree and animating it! 🎄✨
How To Create the Animated Christmas Tree with HTML, CSS and JavaScript
Let’s create a new component named ChristmasTree.vue, where we’ll set up the tree structure, styles, and behavior. Then in the <template> section define the HTML structure:
<template>
<!--
The :class="{ clicked: isClicked }" dynamically applies a CSS class when clicking the tree.
The @click and @mouseleave directives bind methods to handle interactions.
-->
<div
id="christmas-tree"
class="christmas-tree"
:class="{ clicked: isClicked }"
@click="toggleTreeState"
@mouseleave="resetTreeState"
>
<div class="tree">
<div class="tree-details"></div>
</div>
<div class="lights">
<div class="row-one"></div>
<div class="row-two"></div>
</div>
<div class="balls"></div>
<div class="star"></div>
<div class="shadow"></div>
</div>
</template>It’s time to apply CSS to style and animate the Christmas tree. While setting up HTML structure, we have used descriptive names for the section’s classes and ids to keep the code organized and understandable. Since there are many CSS styles involved and space in the blog is limited, you can view the complete code in the ChristmasTree.vue file on my GitHub Repository. Please, don’t just copy the styles but read through them. You know, if there’s an animation property, it’s there for a reason! 😊
We hope you completed the previous step successfully! Now, it’s time to add some interactivity to our Christmas tree using Vue.js. We will start by defining a data property to manage the state. Then, we can include methods to handle toggling and resetting the tree’s state. Last but not least, we’ll use event listeners to create dynamic behavior when the tree is clicked or the mouse leaves the tree area.
Thus, the code should look the following way:
<script>
export default {
data() {
return {
isClicked: false,
};
},
methods: {
toggleTreeState() {
this.isClicked = !this.isClicked;
},
resetTreeState() {
this.isClicked = false;
},
},
mounted() {
const treeElement = document.getElementById('christmas-tree');
if (treeElement) {
treeElement.addEventListener('mouseleave', () => {
this.isClicked = false;
});
treeElement.addEventListener('click', () => {
this.isClicked = true;
});
}
},
};
</script>Congratulations, the ChristmasTree.vue is ready! 🎄✨ To actually display the component on the webpage, you need to add it to the App.vue:
import ChristmasTree from './components/ChristmasTree.vue';
…
<template>
<header>
<!-- Link to the WebDataRocks theme -->
<link rel="stylesheet" type="text/css" href="theme/teal/webdatarocks.min.css" />
<div class="main">
<div class="wrapper">
<div class="pivot-container">
<!-- Logo and Pivot Table -->
<div class="logo">📊 Vue 3 + WebDataRocks</div>
<Pivot v-bind:report="reportCsv" toolbar />
</div>
<!-- Christmas Tree Component -->
<ChristmasTree id="ch-tree" />
</div>
</div>
</header>
</template>As you may have guessed, we will apply additional styles to the ChristmasTree component since there is its own id. The goal is to position the WebDataRocks Pivot Table and the ChristmasTree side by side. Check out these updated styles:
<style scoped>
#ch-tree {
margin-top: 13.5rem;
}
.pivot-container {
min-width: 1000px;
display: flex;
flex-direction: column;
}
:root {
--color-primary: #00796b;
--color-secondary: #004d40;
--color-text: #ffffff;
--color-background: #e0f2f1;
--color-border: #004d40;
}
header {
background: var(--color-primary);
color: var(--color-text);
padding: 1rem;
border-bottom: 3px solid var(--color-secondary);
}
.logo {
font-size: 1.5rem;
text-align: center;
font-weight: bold;
margin-bottom: 1rem;
}
nav a {
color: var(--color-text);
text-decoration: none;
padding: 0.5rem 1rem;
transition: all 0.3s ease;
}
nav a:hover {
background: var(--color-secondary);
border-radius: 4px;
}
nav a.router-link-exact-active {
font-weight: bold;
text-decoration: underline;
}
.wrapper {
display: flex;
flex-direction: column;
justify-content: space-between;
align-items: center;
height: fit-content;
gap: 10rem;
}
@media (min-width: 1024px) {
header {
display: flex;
align-items: center;
justify-content: space-between;
}
.wrapper {
display: flex;
flex-direction: row;
justify-content: space-between;
align-items: center;
}
nav {
margin-top: 0;
}
}
</style>Let’s check what do we have so far:
To add the finishing touch with a border, create a separate style.css file and add the following styles:
body {
border: 3em solid seashell;
border-top: 5em solid seashell;
border-bottom: 5em solid seashell;
height: fit-content;
}Next, head over to your index.html file and link this CSS file by adding the following line in the <head> section:
<link rel="stylesheet" href="style.css" />
And there you have it! Save your code, run your project, and enjoy the result!
Final Words
And that’s it! You’ve built a festive data visualization dashboard with Vue 3 and WebDataRocks Pivot Grid, complete with an interactive Christmas tree animation! 🎄✨
Our hope this project taught you some new skills and brought you a bit of holiday cheer. Feel free to customize the dashboard further with extra features to make it uniquely yours.
Oh and have you found any gift ideas? Share your thoughts in the comments!
Happy coding, and enjoy the holidays! 🎁
Flexmonster, with love.
React Native has long been a popular choice for building cross-platform mobile applications, allowing developers to write code once and deploy it on both iOS and Android. With the release of React Native 0.76, the framework introduces significant improvements to its New Architecture by default, paving the way for even more robust and efficient development. These updates aim to streamline cross-platform development, offering developers enhanced performance, better tooling, and a more seamless integration of native modules.
New Architecture Now Default
New architecture in React Native 0.76. Taken from Dev.to
Starting with React Native 0.76, the New Architecture is now enabled by default in all projects and is officially ready for production use!
The New Architecture introduces full support for modern React features such as Suspense, Transitions, automatic batching, and useLayoutEffect (although it is still recommended to use the useEffect hook because useLayoutEffect can hurt the performance).
It also includes revamped Native Module and Native Component systems, enabling developers to write type-safe code with direct access to native interfaces, eliminating the need for a bridge.
The previous architecture, which relied on an asynchronous bridge, faced several challenges, including delayed updates, performance bottlenecks, synchronization issues, and limitations in handling layouts efficiently. To address these issues, the New Architecture introduces four key improvements:
- The New Native Module System
- The New Renderer
- The Event Loop
- Removing the Bridge
According to the official documentation: “The New Module system allows the React Native Renderer to have synchronous access to the native layer, which allows it to handle events, schedule updates, and read layout both asynchronously and synchronously. The new Native Modules are also lazily loaded by default, giving apps a significant performance gain.”
New Native Modules unlock powerful new capabilities since they are entirely built on C++:
- Synchronous Communication
- Type Safety
- Cross-Platform Support
- Lazy Loading
- Performance Optimizations
In the old system, handling responses from native functions required callbacks and return values had to be serializable:
// ❌ Old architecture example
nativeModule.getValue(value => {
// ❌ Cannot reference a native object
nativeModule.doSomething(value);
});
The New Architecture simplifies this process:
// ✅ New architecture example
const value = nativeModule.getValue();
// ✅ Values can reference native objects directly
nativeModule.doSomething(value);You can explore the New Architecture and its benefits in detail in the New Architecture is here blog post in the official React Native documentation.
New Dev Tools
A picture from the official React Native documentation
It has always been hard to debug React Native Apps due to overlapping tools like Flipper and Hermes. But now, the new DevTools combines all the debugging tools into one seamless stack, with zero setup required— ready to go by default with zero configuration. You can open it from the in-app Dev Menu or use `j` to debug directly in the CLI server, which now supports multiple emulators and devices.
One of the most interesting UX improvements is a new “Paused in Debugger” overlay that makes it crystal clear when your app is paused at a breakpoint. Plus, warnings in LogBox are now summarized and hidden when DevTools is attached.
For more information, check out updated debugging docs.
15x Metro Resolution
The latest update to Metro Resolver (v0.80.11) brings significant performance improvements, notably optimizing module loading. This update has made Metro’s resolver—responsible for finding modules from import paths — about 15 times faster. As a result, Metro’s overall performance has improved, with warm builds running around 4 times faster. These enhancements make a noticeable difference, especially in reducing build times and improving development efficiency.
Do you want to be the first to test the grid with your data?
New Style Props: boxShadow and filter
boxShadow
The boxShadow property allows you to add a shadow to an element with customizable settings for its position, color, size, and blurriness. This gives you full control over the appearance of shadows. For a complete breakdown of each argument and its options, check out the MDN documentation. You will also find a fiddle there to try out yourself.
Below are a few examples of the shadow you can take from the React Native documentation:
Examples of boxShadow from the official React Native documentation
filter
The filter property applies graphical effects to an element, such as color modifications (brightness, saturation, and hue) or non-color adjustments like blurs and shadows. This property offers a wide range of filters for creative control over your visuals. For an in-depth guide to each filter function, visit the MDN documentation, which provides a fiddle for hands-on testing. Below is an example, taken from the official React Native Documentation, of a hot dog image with various filters applied:
Examples of filter from the official React Native documentation
Android App Bundle Recuded by ~3.8MB
React Native 0.76 introduces an update that enhances both app size and startup performance on Android by consolidating multiple native libraries into a single library, libreactnative.so. This change reduces the app size by approximately 3.8MB and cuts startup time by 15ms. The smaller APKs improve download and installation times, which is especially beneficial for users in emerging markets. However, developers will need to make some adjustments to ensure compatibility with the new structure. Refer to the official React Native documentation for the details.
Expo SDK 52 Update
Expo SDK 52 (beta) supports React Native 0.76, making it easier to leverage these new features within the Expo ecosystem.
Summary
React Native 0.76 combines years of development into a game-changing update that enhances performance and developer experience. With the new architecture now the default, React Native has become more efficient, providing faster build times and smoother app performance. The update introduces faster debugging with streamlined DevTools, making it easier than ever to diagnose issues. New styling capabilities, including `boxShadow` and `filter` properties, offer developers more flexibility in creating visually dynamic applications. Additionally, Android apps now benefit from a smaller size and improved startup times, thanks to the consolidation of native libraries.
To understand how React Native differs from React and why this update is significant, check out this detailed comparison: What is the difference between React and React Native .
Overall, React Native 0.76 sets the stage for building more efficient, performant, and polished applications, making it a significant step forward for the framework.