Visualising Financial data with HighCharts and ReactJS -  XenonStack

Introduction to Visual Analytics

Visual analytics is the process of collecting, examining complex and large data sets (structured or unstructured) to get useful information to draw conclusions about the datasets and visualize the data or information in the form of interactive visual interfaces and graphical manner.

Data analytics is usually accomplished by extracting or collecting data from different data sources in the form of numbers, statistics and overall activity of any organization, with different deep learning and analytics tools, which is then processed using data visualization software and presented in the form of graphical charts, figures, and bars.

In today technology world, data are reproduced in incredible rate and amount. Visual Analytics helps the world to make the vast and complex amount of data useful and readable. Visual Analytics is the process to collect and store the data at a faster rate than analyze the data and make it helpful.

As human brain process visual content better than it processes plain text. So using advanced visual interfaces, humans may directly interact with the data analysis capabilities of today’s computers and allow them to make well-informed decisions in complex situations.

It allows you to create beautiful, interactive dashboards or reports that are immediately available on the web or a mobile device. The tool has a Data Explorer that makes it easy for the novice analyst to create forecasts, decision trees, or other fancy statistical methods.

Visual Analytics Process

Like any other process, Visual analytics also follow a procedure with the feedback loop, which starts from collecting, scrapping raw data and examining,  analysis data from different data sources with human interaction to get the information from knowledge from data.

The following figure shows an overview of different stages of  Visual Analytics Process.

Visual Analytics Process

 

Collecting and Scraping raw Data from different source

  • The first step of any process to get the input, same Analytics process requires data, which scraped or collected from various sources like the Internet, social media platform,  websites, companies historical information, old financial data, etc.

Store Data and do initial analytics

  • The second step to store the data in the form of the database table, CSV files, json, etc. and do the initial analytics using different data analytics tools and method and get the useful information.

Visualize the Data

  • Now it’s time to visualize the data in the form of graph, charts, tables and UI components and create a perception.

Exploration and Analysis of the Data

  • Next step to explore more on the data and get the desired output for the companies with different specification and visualize the data interactively with the help of visualization tools.

Role of Visual Analytics and Data Visualization in Financial Sector

Many people are confused by the new term visual analytics, and data visualization and do not see differences,  While there is some difference and play a different role in different sectors, such as :

Data visualization is nothing but to represent the data in the form of a pictorial, graphical and interactive manner. Data analytics is also a process of enquiring, examining, decision-making, combining visualization, human factors and analyze hidden data sets and derive meaning data.

Data analysts turn complex data set into readable plain text (English), whether its sales figures, market research or stocks, logistics, or transportation costs, and social media states.

Weather Data Visualization engineer turn that readable plain text in the form of charts, graphs, and design elements, that help business explain trends and stats more easily.

Data Visualization  & Data Analytics are related to each other in the form of the sector they used; both are related to the same industry like Finance, Banking, Healthcare, Retail, Crime detection, Daily trends Analysis, etc.
Data Analytics help the above sectors to  Identify the current market trends, future forecast and to analysis the monthly, early growth of a business and support business to be proactive for the future growth using the data visualization tools to represent the interpreted data in the readable format.

Computers made it possible to make use of data analytics tools to process complex data at high speeds.


List of Data Analytics tools

Hive

Apache Spark

R Programming

Python

Polybase

Presto

Trifecta

Excel /Spreadsheet

SAS

SAP Business Intelligence


List of Data Visualization Tools & Application

The primary goal of the data visualization is to visualize the data or information in an interactive, efficiently, and graphical manner to the users.

To analyze the vast amount of data or big data and show that data to the user in an efficient manner is not an easy task. As human brain process visual content better than it processes plain text, so to show the data interactively, need to classify and analyze the data, for easy understanding and to represent data in a visual form. This visual form can be a chart, graphs, lists, tables or a map, etc.

Here are some widely used and most  popular Data Visualization tools and application which helps people to understand  and represent the data in  graphically and interactively manner  :

Highcharts – Make data come alive

Highcharts is a JavaScript charting library including the variety of charts with live demo and customization options. Highcharts includes three different type of charts (Highcharts, Highstocks and Highmaps) to visualize & manipulate data, and set up the interactive dashboard from the various data source.

Highcharts are beautifully animated, fully customizable, and supports live data streams. It’s free to download and use for non-commercially and licensable for commercial use. You can also play and customizable Highcharts demos using, JSFiddle, Codepen, and Highcharts Cloud.

Plotly JS – Modern Visualization for the Data Era

Plotly Js is a fastest growing open-source visualization libraries for R, Python, and JavaScript.
Plotly creates leading open source tools for composing, editing, and sharing interactive data visualization via the Web. Their collaboration servers allow data scientists to showcase their work, make graphs without coding, and collaborate with business analysts, designers, executives, and clients.

D3.js- Data-Driven Documents

D3.js is an open source and core JavaScript based library,  use HTML, SVG, Canvas, and CSS  for manipulating data and visualize the data in the form of graphs, tables, maps, and diagrams with different types of data and data sources.

D3.js is open source, and use web standards, which gives the user full capabilities of manipulating and visualize the data without any framework with the full support of modern browsers.

FusionCharts – JavaScript charts for web & mobile

The most comprehensive JavaScript charting library, with over 90+ charts and 1000+ maps. Loved by 27,000 customers in 118 countries.

FusionCharts gives you complete flexibility & comes with extensive JavaScript API that makes it easy to integrate it with any AJAX application or JavaScript framework. These charts, maps, and dashboards are highly interactive, customizable and work across all devices and platforms.

Vis.js – A dynamic, browser-based visualization library

Vis.js is a dynamic, open source, browser-based visualization library, which is easy to use, handle and manipulate large amounts of dynamic data, and render data in the form of canvas, according to our requirement.

Vis Js is open source library, and everybody can contribute. This library consists of DataSet, Timeline, Network, Graph2d, and Graph3d.

CanvasJS – Responsive HTML5 Charting Library

CanvasJS is Responsive HTML5 Charting Library with a Simple API and 10x Performance with supports of 30 different types of Charts with the live demo.

CanvasJS helps us to create rich interactive, customizable multi-theme dashboards and can render 100,000 Data-Points in just a few hundred milliseconds that work across devices (including iPhone, iPad, Android, Mac & Pcs.) without compromising on maintainability or functionality of the web application.

Tableau – Business Intelligence Software

Tableau is paid business intelligence software with 14 days trial that helps people see and understand their data. Tableau is 100x faster than existing solutions & visualize the data in minutes from the different data source (spreadsheets, databases, Hadoop, cloud services, or any data).

Tableau is easy to use; anyone can analyze data with intuitive drag & drop products and create an interactive smart dashboard, without any programming knowledge.cs.) without compromising on maintainability or functionality of the web application.

Chart.js – Simple & flexible JavaScript Charting Library

Chart.js is Simple & flexible JavaScript charting Library for designers & developers to Visualize the data in 8 different ways, which are animated and customizable.

Chart Js render data in the form of  HTML5 Canvas, support all modern browsers with high performance. Charts Js charts are highly scalable and responsive according to the device.

amCharts – JavaScript Charts & Maps

amCharts is javascript based Charting library, with three different product JavaScript Charts, JavaScript Stocks Charts, and JavaScript Maps.

The amCharts free chart library under the linkware license, this means you may not remove or hide the website links of amCharts from the product or website, where you are going to use it. If you want to use the am Charts without the amCharts website link, you have to purchase the commercial license.

amCharts come up with the vast number of tutorials, tips, demo code, and online chart editor that will help you quickly understand and visualize the complex data.

Sigma JS –  Publish Networks on Web pages

Sigma is a JavaScript library provides a lot of built-in features, such as Canvas and WebGL renderers or mouse and touch support, for graph drawing and to make networks manipulation on Web pages. It makes easy to publish networks on Web pages and allows developers to integrate network exploration in rich Web applications.

There are many different resources are available, which help the users to quickly understand and implements Sigma Js with the projects, such as the Wiki, GitHub, Different use cases, and tutorials, with full support to resolve the issues on the Github repository.

Why Highcharts?

There is no limitation to use only Highcharts; it’s just a Javascript library as others, which are discussed above along with many more. It depends on the developer and the organization to use a platform which suits them best and fulfill their requirement.
The reason behind using HighCharts for financial sector with large and complex data is :

HighCharts includes three different type of charts  (Highcharts, Highstocks and Highmaps) which can fulfill any business need.

HighCharts are beautifully animated, interactive,  fully customizable, and supports live data streams.

HighCharts is very fast and supports large of data from the different data source like CSV, JSON, etc. along with data from live streaming.

HighCharts is easy to learn, it simple use the javascript and JSON  based configuration along with proper documentation and also provide customizable Highcharts demos on JSFiddle, Codepen, and Highcharts Cloud.

Last but not least Highchart is free to download and use for non-commercially without any barrier of the trial period and console error like many another library.

Implementation of Highcharts with React Js

To Implement HighCharts with the React JS projects use official NPM  package, which contains Highcharts, Highstock and Highmaps plus all modules. Start by installing Highcharts as a node module and save it as a dependency in the package.json:

Install HighCharts from official npm package

npm install highcharts –save

Import HighCharts to the React Project

Import HighCharts

import Highcharts from ‘highcharts/highcharts’;

Import Highstock or Highmaps

import Highcharts from ‘highcharts/highstock;

To Import HighCharts additional module for Maps, Treemap

For e.g.: Import map.js for Map

require(‘highcharts/modules/map.js’)(Highcharts);

Import treemap.js for  Treemap
require(‘highcharts/modules/treemap.js’)(Highcharts)

Note: Import modules after Highcharts using require

Creating the chart

Create a container with the ID  “chart-container” and add the following code with the chart configuration option in componentDidMount() function.

Highcharts.chart(‘chart-container’, { Highcharts configuration options });

Now, ready to add the configuration files and customize the HighCharts with the React JS Project to visualize the data in a different form.

Demo of Financial Stocks Data using Highcharts & React.JS

Here is a screenshot of HighCharts multi panes charts where Line charts, Candlestick, Bar charts and range charts are combined in a single core chart with full customizations of every feature.

Confidence Level

 

It shows the ten years data for stocks prediction, Confidence level, OHLC along with the daily volume.  Here is simple demo code for the above chart :

Demo Chart

Conclusion of Visual Analytics

Visualize the vast and complex data interactively and graphically is the major problem of the current technology world and many organizations are working on this to give the users best solution.

There are many Visual Analytics and Data Visualisation tools, which fulfill the business need. As in technology, world data is continuously increasing day by day and becoming more complicated to analyze, store and visualize the millions of data-set inefficient and readable manner an organization needs to focus more on this.


How Can XenonStack Help You?

 

Interactive Dashboard Design:– Create Interactive, Intuitive and Visually Appealing Dashboards for Data Visualization.XenonStack provides data visualization solutions for engaging and Interactive dashboards for Real-time and Batch Analytics and Visualization of IoT Devices and Network components

Customized Data visualization– XenonStack Provides customized and Reusable templates Data visualizations solutions using React.js,HighCharts,Canvas.js and d3.js

Large DataSet Visualization:– XenonStack helps enterprises for data exploration and visualization of a large dataset from 2 million records to 100 million records

Tableau, Power BI and QlikView Solutions for Data visualization– XenonStack also offers solutions integrating Gateways between Data On-Premises and Data Visualization using Platforms like Tableau, QlikView and Power BI for Data Security and governance.

 



Leave a Comment

Name required.
Enter a Valid Email Address.
Comment required.(Min 30 Char)

[wpforms id="7646"]
<div class="wpforms-container wpforms-container-full optin-monster-forms" id="wpforms-7646"><form id="wpforms-form-7646" class="wpforms-validate wpforms-form" data-formid="7646" method="post" enctype="multipart/form-data" action="/blog/visual-analytics-tools/"><noscript class="wpforms-error-noscript">Please enable JavaScript in your browser to complete this form.</noscript><div class="wpforms-page-indicator progress" data-indicator="progress" data-indicator-color="#72b239" data-scroll="1"><span class="wpforms-page-indicator-page-title" ></span><span class="wpforms-page-indicator-page-title-sep" style="display:none;"> - </span><span class="wpforms-page-indicator-steps">Step <span class="wpforms-page-indicator-steps-current">1</span> of 3</span><div class="wpforms-page-indicator-page-progress-wrap"><div class="wpforms-page-indicator-page-progress" style="width:33.333333333333%;background-color:#72b239;"></div></div></div><div class="wpforms-field-container"><div class="wpforms-page wpforms-page-1 "><div id="wpforms-7646-field_10-container" class="wpforms-field wpforms-field-pagebreak" data-field-id="10"></div><div id="wpforms-7646-field_24-container" class="wpforms-field wpforms-field-html form-popup-header-wrapper" data-field-id="24"><div id="wpforms-7646-field_24"><div class="form-popup-header"> <h2>Contact Us<span>!</span></h2> <p>Digitally Transform your Organization with <strong>XenonStack</strong><p> </div></div></div><div id="wpforms-7646-field_21-container" class="wpforms-field wpforms-field-radio custom-radio-btn-wrapper wpforms-list-2-columns wpforms-conditional-trigger" data-field-id="21"><label class="wpforms-field-label wpforms-label-hide" for="wpforms-7646-field_21">Sevices <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_21" class="wpforms-field-required wpforms-image-choices wpforms-image-choices-modern"><li class="choice-1 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_1" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/application-modernisation-popup-option-e1593153816141.png" alt="Application Modernisation " title="Application Modernisation "></span><input type="radio" id="wpforms-7646-field_21_1" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Application Modernisation " tabindex="-1" required ><span class="wpforms-image-choices-label">Application Modernisation </span></label></li><li class="choice-2 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_2" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/bigdata-analytics-popup-option-e1593153889151.png" alt="Big Data Analytics" title="Big Data Analytics"></span><input type="radio" id="wpforms-7646-field_21_2" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Big Data Analytics" tabindex="-1" required ><span class="wpforms-image-choices-label">Big Data Analytics</span></label></li><li class="choice-3 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_3" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/cloud-migrations-popup-option-e1593153901704.png" alt="Cloud Migrations" title="Cloud Migrations"></span><input type="radio" id="wpforms-7646-field_21_3" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Cloud Migrations" tabindex="-1" required ><span class="wpforms-image-choices-label">Cloud Migrations</span></label></li><li class="choice-4 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_4" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/data-visualization-popup-option-e1593153911839.png" alt="Data Visualization" title="Data Visualization"></span><input type="radio" id="wpforms-7646-field_21_4" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Data Visualization" tabindex="-1" required ><span class="wpforms-image-choices-label">Data Visualization</span></label></li><li class="choice-5 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_5" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/robotic-process-automation-popup-option-e1593153919805.png" alt="Robotic Process Automation" title="Robotic Process Automation"></span><input type="radio" id="wpforms-7646-field_21_5" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Robotic Process Automation" tabindex="-1" required ><span class="wpforms-image-choices-label">Robotic Process Automation</span></label></li></ul></div><div id="wpforms-7646-field_23-container" class="wpforms-field wpforms-field-pagebreak" data-field-id="23"><div class="wpforms-clear wpforms-pagebreak-left"><button class="wpforms-page-button wpforms-page-next" data-action="next" data-page="1" data-formid="7646">Next</button></div></div></div><div class="wpforms-page wpforms-page-2 " style="display:none;"><div id="wpforms-7646-field_25-container" class="wpforms-field wpforms-field-html form-popup-header-wrapper" data-field-id="25"><div id="wpforms-7646-field_25"><div class="form-popup-header"> <h2>How can we get in Touch</h2> <p>Fill the form and we will revert back to you soon.<p> </div></div></div><div id="wpforms-7646-field_20-container" class="wpforms-field wpforms-field-name col-12 col-sm-10 col-md-8 form-group" data-field-id="20"><label class="wpforms-field-label" for="wpforms-7646-field_20">Name <span class="wpforms-required-label">*</span></label><input type="text" id="wpforms-7646-field_20" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][20]" placeholder="Name" required></div><div id="wpforms-7646-field_2-container" class="wpforms-field wpforms-field-email col-12 col-sm-10 col-md-8 form-group" data-field-id="2"><label class="wpforms-field-label" for="wpforms-7646-field_2">Email <span class="wpforms-required-label">*</span></label><input type="email" id="wpforms-7646-field_2" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][2]" placeholder="Email" required></div><div id="wpforms-7646-field_3-container" class="wpforms-field wpforms-field-text col-12 col-sm-10 col-md-8 form-group" data-field-id="3"><label class="wpforms-field-label" for="wpforms-7646-field_3">Organization <span class="wpforms-required-label">*</span></label><input type="text" id="wpforms-7646-field_3" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][3]" placeholder="Organization" required></div><div id="wpforms-7646-field_12-container" class="wpforms-field wpforms-field-pagebreak next-btn-wrapper" data-field-id="12"><div class="wpforms-clear wpforms-pagebreak-left"><button class="wpforms-page-button wpforms-page-next" data-action="next" data-page="2" data-formid="7646">Next</button></div></div></div><div class="wpforms-page wpforms-page-3 last next-btn-wrapper" style="display:none;"><div id="wpforms-7646-field_34-container" class="wpforms-field wpforms-field-html form-popup-header-wrapper" data-field-id="34"><div id="wpforms-7646-field_34"><div class="form-popup-header"> <h2>Share Your Requirements</h2> </div></div></div><div id="wpforms-7646-field_7-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="7" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_7">Application Modernization Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_7" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_7_1" name="wpforms[fields][7][]" value="Application Re-platform " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_1">Application Re-platform </label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_7_2" name="wpforms[fields][7][]" value="Application Migration " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_2">Application Migration </label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_7_3" name="wpforms[fields][7][]" value="Cloud Native Transformation" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_3">Cloud Native Transformation</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_7_4" name="wpforms[fields][7][]" value="Application Assessment" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_4">Application Assessment</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_7_5" name="wpforms[fields][7][]" value="Application Re-engineering" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_5">Application Re-engineering</label></li></ul></div><div id="wpforms-7646-field_28-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="28" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_28">Data Visualization Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_28" class="wpforms-field-required" data-choice-limit="1"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_28_1" data-rule-check-limit="true" name="wpforms[fields][28][]" value="Data Visualization Cloud Services" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_1">Data Visualization Cloud Services</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_28_2" data-rule-check-limit="true" name="wpforms[fields][28][]" value="Dashboard and User Experience Design" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_2">Dashboard and User Experience Design</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_28_3" data-rule-check-limit="true" name="wpforms[fields][28][]" value="Data Visualization Integration " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_3">Data Visualization Integration </label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_28_4" data-rule-check-limit="true" name="wpforms[fields][28][]" value="Analytics and Reporting Solutions " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_4">Analytics and Reporting Solutions </label></li></ul></div><div id="wpforms-7646-field_35-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="35" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_35">Data Visualization Tools <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_35" class="wpforms-field-required" data-choice-limit="1"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_35_1" data-rule-check-limit="true" name="wpforms[fields][35][]" value="Microsoft Power BI" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_35_1">Microsoft Power BI</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_35_2" data-rule-check-limit="true" name="wpforms[fields][35][]" value="Amazon QuickSight" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_35_2">Amazon QuickSight</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_35_3" data-rule-check-limit="true" name="wpforms[fields][35][]" value="Google Data Studio" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_35_3">Google Data Studio</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_35_4" data-rule-check-limit="true" name="wpforms[fields][35][]" value="Tableau" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_35_4">Tableau</label></li></ul></div><div id="wpforms-7646-field_29-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="29" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_29">Big Data Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_29" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_29_1" name="wpforms[fields][29][]" value="Modern Data Integration " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_1">Modern Data Integration </label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_29_2" name="wpforms[fields][29][]" value="Big Data Governance and Security" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_2">Big Data Governance and Security</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_29_3" name="wpforms[fields][29][]" value="Enterprise Data Strategy" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_3">Enterprise Data Strategy</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_29_4" name="wpforms[fields][29][]" value="Data Catalog" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_4">Data Catalog</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_29_5" name="wpforms[fields][29][]" value="Data Discovery " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_5">Data Discovery </label></li></ul></div><div id="wpforms-7646-field_8-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="8" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_8">Data Ingestion Tools <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_8" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_8_1" name="wpforms[fields][8][]" value="Amazon Kinesis" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_1">Amazon Kinesis</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_8_2" name="wpforms[fields][8][]" value="Apache Kafka" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_2">Apache Kafka</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_8_3" name="wpforms[fields][8][]" value="Google Pub/Sub" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_3">Google Pub/Sub</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_8_4" name="wpforms[fields][8][]" value="Apache Pulsar" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_4">Apache Pulsar</label></li></ul></div><div id="wpforms-7646-field_30-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="30" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_30">Data Processing Tools <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_30" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_30_1" name="wpforms[fields][30][]" value="Apache Spark" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_1">Apache Spark</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_30_2" name="wpforms[fields][30][]" value="Apache Flink" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_2">Apache Flink</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_30_3" name="wpforms[fields][30][]" value="Apache Beam" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_3">Apache Beam</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_30_4" name="wpforms[fields][30][]" value="Amazon EMR" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_4">Amazon EMR</label></li><li class="choice-6 depth-1"><input type="checkbox" id="wpforms-7646-field_30_6" name="wpforms[fields][30][]" value="Google Cloud Dataproc" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_6">Google Cloud Dataproc</label></li></ul></div><div id="wpforms-7646-field_31-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="31" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_31">Cloud Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_31" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_31_1" name="wpforms[fields][31][]" value="Cloud Governance and Security" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_1">Cloud Governance and Security</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_31_2" name="wpforms[fields][31][]" value="Cloud Native Microservices" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_2">Cloud Native Microservices</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_31_3" name="wpforms[fields][31][]" value="Cloud Infrastructure Automation" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_3">Cloud Infrastructure Automation</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_31_4" name="wpforms[fields][31][]" value="Managed Cloud Services" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_4">Managed Cloud Services</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_31_5" name="wpforms[fields][31][]" value="Cloud Data Migration" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_5">Cloud Data Migration</label></li></ul></div><div id="wpforms-7646-field_32-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="32" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_32">IT Infrastructure <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_32" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_32_1" name="wpforms[fields][32][]" value="AWS" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_1">AWS</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_32_2" name="wpforms[fields][32][]" value="Google" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_2">Google</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_32_3" name="wpforms[fields][32][]" value="Azure" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_3">Azure</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_32_4" name="wpforms[fields][32][]" value="Private Cloud" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_4">Private Cloud</label></li><li class="choice-6 depth-1"><input type="checkbox" id="wpforms-7646-field_32_6" name="wpforms[fields][32][]" value="Data Center" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_6">Data Center</label></li></ul></div><div id="wpforms-7646-field_33-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="33" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_33">AI Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_33" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_33_1" name="wpforms[fields][33][]" value="Computer Vision Services" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_1">Computer Vision Services</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_33_2" name="wpforms[fields][33][]" value="Robotic Process Automation" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_2">Robotic Process Automation</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_33_3" name="wpforms[fields][33][]" value="Enterprise Operational Analytics" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_3">Enterprise Operational Analytics</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_33_4" name="wpforms[fields][33][]" value="AI Based Development" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_4">AI Based Development</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_33_5" name="wpforms[fields][33][]" value="AI Strategy Consulting " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_5">AI Strategy Consulting </label></li></ul></div><div id="wpforms-7646-field_36-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-2-columns wpforms-conditional-field wpforms-conditional-show" data-field-id="36" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_36">Robotic Process Automation Platform</label><ul id="wpforms-7646-field_36"><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_36_2" name="wpforms[fields][36][]" value="Blue Prism " ><label class="wpforms-field-label-inline" for="wpforms-7646-field_36_2">Blue Prism </label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_36_4" name="wpforms[fields][36][]" value="UiPath" ><label class="wpforms-field-label-inline" for="wpforms-7646-field_36_4">UiPath</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_36_5" name="wpforms[fields][36][]" value="Automation Anywhere" ><label class="wpforms-field-label-inline" for="wpforms-7646-field_36_5">Automation Anywhere</label></li></ul></div><div id="wpforms-7646-field_11-container" class="wpforms-field wpforms-field-pagebreak" data-field-id="11"><div class="wpforms-clear wpforms-pagebreak-left"></div></div></div></div><div class="wpforms-field wpforms-field-hp"><label for="wpforms-7646-field-hp" class="wpforms-field-label">Comment</label><input type="text" name="wpforms[hp]" id="wpforms-7646-field-hp" class="wpforms-field-medium"></div><input type="hidden" name="wpforms[recaptcha]" value=""><div class="wpforms-submit-container" style="display:none;"><input type="hidden" name="wpforms[id]" value="7646"><input type="hidden" name="wpforms[author]" value="3"><input type="hidden" name="wpforms[post_id]" value="389"><button type="submit" name="wpforms[submit]" class="wpforms-submit om-trigger-conversion mon-btn" id="wpforms-submit-7646" value="wpforms-submit" aria-live="assertive" data-alt-text="Submitting..." data-submit-text="Submit">Submit</button></div></form></div> <!-- .wpforms-container -->
[wpforms id="1328"]
<div class="wpforms-container wpforms-container-full subscription-form optin-monster-forms" id="wpforms-1328"><form id="wpforms-form-1328" class="wpforms-validate wpforms-form" data-formid="1328" method="post" enctype="multipart/form-data" action="/blog/visual-analytics-tools/"><noscript class="wpforms-error-noscript">Please enable JavaScript in your browser to complete this form.</noscript><div class="wpforms-field-container"><div id="wpforms-1328-field_1-container" class="wpforms-field wpforms-field-email col-12 col-sm-12 col-md-12 form-group" data-field-id="1"><label class="wpforms-field-label wpforms-label-hide" for="wpforms-1328-field_1">Email <span class="wpforms-required-label">*</span></label><input type="email" id="wpforms-1328-field_1" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][1]" placeholder="Email address" required></div><div id="wpforms-1328-field_8-container" class="wpforms-field wpforms-field-hidden" data-field-id="8"><input type="hidden" id="wpforms-1328-field_8" name="wpforms[fields][8]" value="Subscribe"></div></div><div class="wpforms-field wpforms-field-hp"><label for="wpforms-1328-field-hp" class="wpforms-field-label">Name</label><input type="text" name="wpforms[hp]" id="wpforms-1328-field-hp" class="wpforms-field-medium"></div><input type="hidden" name="wpforms[recaptcha]" value=""><div class="wpforms-submit-container" ><input type="hidden" name="wpforms[id]" value="1328"><input type="hidden" name="wpforms[author]" value="3"><input type="hidden" name="wpforms[post_id]" value="389"><button type="submit" name="wpforms[submit]" class="wpforms-submit om-trigger-conversion btn" id="wpforms-submit-1328" value="wpforms-submit" aria-live="assertive" data-alt-text="Sending..." data-submit-text="Subscribe">Subscribe</button></div></form></div> <!-- .wpforms-container -->