Apache Flume: Data Collection, Aggregation & Transporting Tool

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Apache Flume Apache Flume is a platform for aggregating, collecting, and transporting massive volumes of log data quickly and effectively.

An Overview of Data Collection: Data Sources and Data Mining

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A data source can be the original site where data is created or where physical information is first digitized. A data source […].


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The Role and Importance of Data Collection in Healthcare

Smart Data Collective

Did you know that global businesses are expected to spend $274 billion on big data this year? The healthcare sector, in particular, has discovered a number of benefits of leveraging data technology. Unfortunately, big data is useless if it is not properly collected.

Quality Control Tips for Data Collection with Drone Surveying

Smart Data Collective

Here at Smart Data Collective, we never cease to be amazed about the advances in data analytics. We have been publishing content on data analytics since 2008, but surprising new discoveries in big data are still made every year.

Supply Chain Planning Maturity – How Do You Compare to Peers?

Today's supply chains are networked, global ecosystems. An event upstream in a different country or region can cause considerable disruption downstream. The COVID-19 pandemic is an extreme example of how this unfolds in practice. How prepared are supply chain teams to react and recover, from a planning maturity stance? Download this report to get exclusive insights on planning maturity!

The 5 Best Methods Utilized for Data Collection

Smart Data Collective

Collecting data is a necessary step that companies must take to reach their desired standards or keep from declining in quality. Here are a few methods used in data collection. There are a lot of tools that make it easier to gather and categorize customer data.

Australia finds Google misled customers over data collection - regulator


(Reuters) -Australia's federal court found Alphabet Inc's Google misled consumers about personal location data collected through Android mobile devices, the country's competition regulator said on Friday.

Turkey says WhatsApp will drop data collection update after probe


ISTANBUL (Reuters) - Turkey's Competition Board said on Friday it had been informed by WhatsApp that it would not implement a messaging app update in Turkey allowing it and owner Facebook Inc to collect certain user data, after the board launched an investigation.

How to Design Experiments for Data Collection


Several factors must be taken into consideration when designing experiments for data collection. KDnuggets Originals Data Science

Tesla data collected in China is kept in China, exec says


BEIJING (Reuters) - Data collected from Tesla Inc's electric cars in China is stored in China, the U.S. Our data is very well protected. Chinese data is stored in China.".

The Growing Importance Of Data Collection For Customer Service

Smart Data Collective

Big data is crucial for any organization that wants to attract and retain customers. A study by McKinsey Global Institute found that data-driven companies are 400% more likely to retain customers and 2,200% more likely to acquire new ones. Big data is making them more reliable.

7 Data Collection Tools Every Company Must Have

Smart Data Collective

Businesses need to use their knowledge and data effectively if they want to succeed. This involves collecting plenty of information to ensure your business can make changes and adjustments based on various trends. If you need help collecting and organizing your data, you should get these seven data collection tools to help your company. However, collecting that information on your own will be difficult at times, so you may want a tool to assist you.

Empirically Proven Data Collection Tactics for Web Administrators

Smart Data Collective

Big data is playing a more essential role in website administration than ever before. The market for big data is growing 41% over the next few years. This is largely due to the need for big data in website management and marketing, as well as advances in AI. However, big data is only useful if it is collected. You need to gather data from your website. Big Data Collection Strategies for Web Administrators.

Automate Your Yardi Real Estate Data Collection and Management

Insight Software

When the time comes for month-end reporting, ERPs like Yardi manage and compartmentalize data with out of the box reports. Because outsourcing requires communication and data exchange between different companies, this option is even more cumbersome. Improve data quality.

Fortifying Internal Regulation: Data Collection, Retention, & Usability


Many individuals work with data each day, but do they spend enough time thinking about the source and function of this data?

Data’s Gender Gap: Marginalized By Data Collection

The Data Administration Newsletter

This column has looked at the variety of ways in which data is harmfully gender segregated and neglects to accurately represent people of all genders, leading to ineffective cityscapes, harmful medications, and ill-fitting uniforms for non-male people.

From data collection to data consumption

IBM Big Data Hub

Not every startup is going to become a world-changing behemoth, but when a small, agile company hits on a truly disruptive idea, it can transform an entire industry

Mobile Data Collection: What it is and what it can do


Data collection is nothing new, but the introduction of mobile devices has made it more interesting and efficient. What is mobile data collection? Mobile data collection is a method of gathering different types of information with de help of a mobile device.

The joys of offline data collection

Data Science and Beyond

Many modern data scientists don’t get to experience data collection in the offline world. Recently, I spent a month sailing down the northern Great Barrier Reef, collecting data for the Reef Life Survey project.

Mobile Data Collection: What it is and what it can do


Data collection is nothing new, but the introduction of mobile devices has made it more interesting and efficient. What is mobile data collection? Mobile data collection is a method of gathering different types of information with de help of a mobile device.

EU Cookie / Privacy Laws: Implications On Data Collection And Analysis

Occam's Razor

The way data is collected online and what happens to it is a much-scrutinized issue (and rightly so). Digital data collection is also exceedingly complex, perhaps a reflection of the organic nature, and subsequent explosion, of the internet. Another example, people don't realize that, depending on the browser you use, being in Private Browsing or Incognito or InPrivate mode does not mean that no data about you is collected by the sites you visit.

How to Use Audience Data to Inform Marketing Programs & Campaigns

Smart Data Collective

While I understand that selling products, cutting costs and delivering brand strategy is important for long term business results, the lack of priority in using data troubles me. Data is really the only way to get a 360-degree view of your customer and how they behave online.

7 Data Lineage Tool Tips For Preventing Human Error in Data Processing

Smart Data Collective

Errors in data entry might have serious effects if they are not discovered quickly. Human mistake is the most common cause of data entry errors. The company’s daily data entry needs must be met by a sufficient number of people. Make Data Profiling Available.

5 Data Mining Tips to Leverage the Benefits of Surveys

Smart Data Collective

Advancements in technology have allowed it to store and collect databases in many fields. If we count the number of data on the web, it is probably a number that we have never heard of. However, it’s all about the quality and not the quantity when collecting data.

4 Reasons to Hire a Data Science Company

Smart Data Collective

Unbelievably, this is the amount of data that was created every day in 2021. That’s a lot of data and a lot of work for experts working in the field of data science services. And cost-effective marketing and production can’t be done without data. They monitor your data.

Hospitals Make Massive Inroads on COVID-19 Battle with EMS Data

Smart Data Collective

We have previously talked about some of the biggest ways that policy makers and the healthcare sector are using big data to fight COVID-19. Their approach has evolved in recent weeks, as they find ways to use EMS data to streamline their response.

How Unrivaled AI & ML Powered Solutions Are Revolutionizing Web Data Gathering Industry

Smart Data Collective

The latest innovation in the proxy service market makes every data gathering operation quicker and easier than ever before. Since the market for big data is expected to reach $243 billion by 2027 , savvy business owners will need to find ways to invest in big data.

Layers of the Data Platform Architecture

Analytics Vidhya

Overview In this article, I will walk you through the layers of the Data Platform Architecture. First of all, let’s understand what is a Layer, a layer represents a serviceable part that performs a precise job or set of tasks in the data platform.

The Automated Approach to Ensuring Data Privacy and Hygiene – Smart Data Transformation Solutions


From likes to shares, tweets to swipes, data is being generated at a break-neck speed—oozing out of the devices we use every day, it shows no sign of slowing down. The digital world is exploding with massive volumes of data that are predominantly unstructured.

Crucial Benefits of Collecting and Analyzing Data for Modern Businesses

Smart Data Collective

The market for big data is expected to be worth $274 billion by next year. This is hardly surprising, since so many businesses depend on data analytics to draw useful insights on every aspect of their business model.

What Tools Do You Need To Manage Unstructured Data?

Smart Data Collective

Unstructured data represents one of today’s most significant business challenges. Unlike defined data – the sort of information you’d find in spreadsheets or clearly broken down survey responses – unstructured data may be textual, video, or audio, and its production is on the rise.

10 Spectacular Big Data Sources to Streamline Decision-making

Smart Data Collective

The market for big data is surging. The increasing demand for big data is not surprising. We are living at a time when there is heavy reliance on big data, which often comes from online information. Forbes has an article on over 30 different sources for big data.

Savvy Companies Find Brilliant Ways To Benefit From Inbound Call Data

Smart Data Collective

Countless companies recognize the growing importance of big data. However, many of them lack the insights needed to acquire and utilize data effectively. There are so many possible sources of data, but they don’t tap them to their full advantage. How can the data be used?

Understanding the Growing Pushback Against Advertisers Collecting Data

Smart Data Collective

Advertisers have been collecting data for a long time now. More people are starting to feel uneasy about large tech companies having so much control over their data. This feeling is fueling the growing pushback against advertisers collecting personal data.

Using Geographic Data To Create A Perfect Google Maps Radius

Smart Data Collective

Data precision has completely revamped our understanding of geography in countless ways. We also use big data to facilitate navigation. One of the tools that utilizes big data is Google Maps. The Emerging Role of Big Data with Google Analytics.

Sudden Data Developments Massively Disrupt eCommerce Software Market

Smart Data Collective

Last year, Jasmine Ronald, an author with Towards Data Science, wrote an article showing that big data is changing the direction of the ecommerce market in unexpected ways. This view is shared by experts at Big Commerce and other big data publishers.

How Insurance Companies Use Data To Measure Risk And Choose Rates

Smart Data Collective

The auto insurance industry has always relied on data analysis to inform their policies and determine individual rates. With the technology available today, there’s even more data to draw from. The good news is that this new data can help lower your insurance rate.

Steps Companies Should Take to Come Up Data Management Processes

Smart Data Collective

Data is becoming more important to modern organizations than ever before. One poll found that 74% of companies feel they are still struggling to use data effectively. One of the problems is that they don’t manage their data well. How Companies Can Manage their Data Better.

Getting started with Analytics: Data Challenges

Analytics Vidhya

The post Getting started with Analytics: Data Challenges appeared first on Analytics Vidhya. Beginner Business Analytics Career Leadership Resource data collection Data Governance data processing Data Storage

Gathering Data Can Be Vital for Your Personalized Financial Plan

Smart Data Collective

Big data has had a profound impact on the finance industry. Before getting into how gathering data can help your financial future, you should understand what it is. It is true that data analytics is key to helping reach your personal financial goals.

5 Ingenious Ways To Use Big Data For Customer Engagement

Smart Data Collective

Big data is changing the direction of our economy in unprecedented ways. Every business should look for ways to monetize big data and use it to optimize your business model. The number of companies using big data is growing at an accelerated rate.

Familiarize Yourself with the Legality of Data Accumulation Under New Data Governance Rules

Smart Data Collective

Data is absolutely vital to your occupation as a business owner. In fact, a study found that 79% of Americans are concerned about how their data is being used by companies, which is not good for building trust. Users are wary about what companies do with their data.

What Artificial Intelligence can Help Businesses Manage Their Online Profiles

Smart Data Collective

If you are relying on simple manual tracking processes, then this can be difficult to stay on topic due to the large amounts of online information and data about your business which is out there. Artificial Intelligence SmartData Collective Exclusive ai in business artificial intelligence