The Universe of Data Types & Structures | Quantitative, Qualitative & Data Organization Explained Understanding data starts with knowing how it is measured and how it is stored. In this video, we explore The Universe of Data Types and Structures, breaking data into clear, practical categories that every data analyst, engineer, and scientist should know. You’ll learn: ✅ The difference between Quantitative and Qualitative data ✅ Discrete vs Continuous numerical data ✅ Nominal vs Ordinal categorical data ✅ How data is stored as Structured, Semi‑Structured, and Unstructured ✅ Real‑world examples using spreadsheets, JSON, logs, and social media data This visual‑first explanation helps you quickly identify how different variables behave inside analytics systems, databases, and modern data platforms. Whether you're: Learning data analytics Working in data engineering Preparing for interviews Designing data models 👉 This video gives you a solid foundation. #DataTypes #DataStructures #DataAnalytics #DataEngineering #BigData #StructuredData #UnstructuredData #SemiStructuredData #AnalyticsBasics #DataScience youtu.be/fX7H7tTL1mg?si=juEI… via @YouTube

FastRAG: RAG for Semi-structured Data Existing RAG methods like VectorRAG and GraphRAG struggle with the complexity and implicit nature of semi-structured data. This paper introduces FastRAG, a novel RAG approach designed for semi-structured data. FastRAG employs schema learning and script learning to extract and structure data without needing to submit entire data sources to an LLM. FastRAG provides accurate question answering, while improving up to 90% in time and 85% in cost compared to GraphRAG. Paper - arxiv.org/abs/2411.13773 #fastrag #semistructureddata #rag #llms #nlproc

What can you expect when storing semi-structured data as VARIANT in Apache Doris for analysis? 1️⃣ Flexible schema 2️⃣ Efficient storage 3️⃣ High performance doris.apache.org/blog/varian… #semistructureddata #database #dataschema #JSON

Centralized Solutions for Storing, Processing, and Securing Diverse Data. #datalake #datalakes #datalakestorage #datawarehouse #datastorage #dataprocess #dataprotection #structureddata #unstructureddata #semistructureddata #largedata #deeplance #finland #helsinki #canada #usa

📢📢📢#MDPIfutureinternet [Highly Cited Papers in 2022] 📌Top 9: Building Semantic Knowledge Graphs from (Semi-)Structured Data: A Review 🔗see more: mdpi.com/1999-5903/14/5/129 #SemanticWeb #linkeddata #knowledgegraphs #structureddata #semistructureddata @ComSciMath_Mdpi

In this article, we will explore what semi-structured data is and some of the best ways to handle their analytics. #DataScience #SemiStructuredData hubs.li/Q011wZbZ0

Get started with @mariadb and JSON (including sample data) in 3 (super) easy steps and less than 2 minutes! Check out this new repo to learn how 👉 lnkd.in/d9z6_EdJ #mariadb #structureddata #semistructureddata #unstructureddata #json #docker #dockercompose

We're excited to announce that we have partnered with @arch_tis to deliver #ABAC for #StructuredData, #UnstructuredData and #SemistructuredData. Read more about our partnership ➡️ bit.ly/3bmEMr8 #DataSecurity #DataGovernance

Essential data types: What you need to know by @TechBeaconCom #DataTypes #Data #BigData #DataSets #DataScience #BigDataAnalytics #DataStorage #DataManagement #StructuredData #SemiStructuredData #UnstructuredData buff.ly/2EyCfNp

#Semistructureddata is neither totally structured nor unstructured, but usually contains some tags, data tables, and structural elements. It can't be represented in the traditional manner with the application of regular methods. #HybridCloud #ManagedServices

#dataanalytics #nosql #sqldatabase #structureddata #unstructureddata #semistructureddata These hashtags create enough drive for a company to understand the true value of data. If this is something that whets your whistle, visit below: linkedin.com/company/trioptu…

Learning Data Analytics 👈👈👈 (and next up is Content Curation... #InstructionalDesigners, do what you can now to structure your content appropriately.) #SemiStructuredData #StructuredData #FutureOfLearning

Data Hubs – What’s Next in Data Architecture? ow.ly/Ue8p50upuNv via @EckersonGroup #dataarchitecture #cloud #dataintegration #agility #innovation #datalake #semistructureddata #unstructureddata

How to integrate semi-structured and structured data ow.ly/tSuV50upuy8 via @YouTube #data #semistructureddata #analytics #visualization #datawarehouse #bigdata #datalake

Oracle vs. AWS: Compare cloud databases, PaaS and SaaS ow.ly/GKbB50qZ9VT via @searchaws #cloud #datawarehouse #analytics #bigdata #datalake #ETL #semistructureddata

What Is #SemiStructuredData? via @cforsey1 @HubSpot buff.ly/2CImMGI

10 pitfalls companies should avoid before implementing #BigData projects. #usecase #unstructureddata #semistructureddata #structureddata #dataquality #Hadoop ow.ly/EbSf30nu9fn

Have you ever felt the abundance of data sources makes things seem complicated? Well then this blog post is a definite can't-miss! bit.ly/2QLysgQ #datalake #datalakesolutions #bigdata #technology #structureddata #semistructureddata #unstructureddata #security #DNIF

#asrXpi #DataIntigration-#ExcelFiles #FlatFiles #Structuredata #Semistructureddata #streamingdata–bring it on single platform #integrate it.

The Syntax of Semi-Structured Data by @oshribin #SemiStructuredData #Data bit.ly/1SZSA85