using-in-memory-databases-in-data-science
Graph Streaming
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Using In-Memory Databases in Data Science

In-memory databases primarily rely on RAM storage instead of using hard or external disks for memory storage. Let’s take a look at how in-memory databases work along with some use cases in data science.

by
Memgraph
June 8, 2022
graph-database-query-languages-you-should-try
Graph Streaming
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Graph database query languages you should try

Query languages used for graph data management are called graph query languages (GQLs). Below are the popular graphDB query languages that provide a way to unpack information in graphs. Let’s dive into the details of popular query languages with their pros and cons.

by
Memgraph
May 19, 2022
graph-algorithms-applications
Graph Streaming
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Applications of the 20 most popular graph algorithms

This article will explore 20 of the most common graph algorithms and various ways to use them in real-life scenarios.

by
Memgraph
March 11, 2022
graph-algorithms-cheat-sheet-for-coding-interviews
Graph Streaming
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Graph Algorithms Cheat Sheet For Coding Interviews

When applying for developer roles, the interviewer might ask you to solve coding problems during technical interviews. This article will help you understand some of the most fundamental ones like BFS, DFS and Dijkstra's algorithm.

by
Memgraph
March 3, 2022
gas-pipelines-in-europe
Graph Streaming
/ Use Cases
Exploring the European Gas Pipeline Network with Graph Analytics

Analyzing the European energy crisis and dependency on Russian natural gas imports

by
Bruno Sacaric
March 2, 2022
best-streaming-database
Graph Streaming
/ Real-time Analytics
Best Databases For Streaming Analytics

Some use cases in data analysis require near-instantaneous processing of data. To make it happen, you need tools for real-time data analysis that support the use of continuous queries.

by
Memgraph
February 21, 2022
graph-algorithms-list
Graph Streaming
/ Graphs for stream devs
19 Graph Algorithms You Can Use Right Now

The fastest to run any graph algorithm on your data is by using Memgraph and MAGE. It’s super easy. Download Memgraph, import your data, pick one of the most popular graph algorithms, and start crunching the numbers.

by
Memgraph
February 21, 2022
streaming-databases
Graph Streaming
/ Real-time Analytics
Introduction to Streaming Databases

A streaming database is a real-time data repository specifically designed to store, accumulate, process and enhance a data stream.

by
Memgraph
February 4, 2022
real-time-graph-analytics
Graph Streaming
/ Real-time Analytics
What is Real-Time Graph Analytics?

Real-time graph analytics combines streaming data technology, graph databases, and graph algorithms to tackle problems not suited for relational databases and batch processing.

by
Memgraph
February 3, 2022
introduction-to-stream-processing
Graph Streaming
/ Real-time Analytics
Introduction to Stream processing

Stream processing is a type of big data architecture in which the data is analyzed in real-time

by
Memgraph
February 1, 2022
batch-processing-vs-stream-processing
Graph Streaming
/ Real-time Analytics
Batch processing vs stream processing

In this article, you can learn the difference between stream processing vs batch processing, and get to know the basic use cases for each.

by
Memgraph
January 27, 2022
guide-to-real-time-analytics
Graph Streaming
/ Real-time Analytics
Guide to Real-Time Analytics

Learn more about the benefits of real-time analytics and how they allow you to get key insights almost instantaneously.

by
Memgraph
January 21, 2022
real-time-visualization-with-react-and-d3-js
Graph Streaming
/ Graphs for stream devs
Real-time visualization with React and D3.js

Learn how to receive real-time data with WebSocket from Flask server using React on the client side and draw updates with D3.js

by
Katarina Supe
January 4, 2022
real-time-data
Graph Streaming
/ Real-time Analytics
Introduction to Real-time Data

Learn about the differences between static and dynamic data, real-time data sources and ways of analyzing streaming data

by
Memgraph
December 22, 2021
streaming-analytics-tools
Graph Streaming
/ Real-time Analytics
Top 10 Streaming Analytics Tools

Learn how to pick the best streaming analytics tool for your use case

by
Memgraph
December 17, 2021
twitter-analysis-with-dynamic-pagerank
Graph Streaming
/ Graphs for stream devs
It's the most wonderful time of the year - Dynamic PageRank and a Twitter Network

Explore a network of retweets using a dynamic PageRank algorithm and a graph database

by
Josip Matak
December 14, 2021
monitoring-dynamic-contact-network-with-online-community-detection
Graph Streaming
/ Graphs for stream devs
Monitoring a Dynamic Contact Network with Online Community Detection

Explore rumor spreading in a contact network as it changes through time with online community detection

by
Ante Pusic
December 14, 2021
labelrankt-community-detection-in-dynamic-environment
Graph Streaming
/ Graphs for stream devs
LabelRankT – Community Detection in Dynamic Environment

Discover how to detect communities in dynamic networks quickly with LabelRankT

by
Ante Pusic
December 13, 2021
dynamic-node2vec-on-streaming-data
Graph Streaming
/ Graphs for stream devs
Understanding how Dynamic Node2Vec Works on Streaming Data

An in-depth guide to understanding the dynamic node2vec algorithm and its advantages over static algorithms on streaming data

by
Antonio Filipovic
December 13, 2021
dynamic-page-rank-on-streaming-data
Graph Streaming
/ Graphs for stream devs
Dynamic Pagerank on Streaming Data

Learn the theory behind how to deal with streaming graph data by using Dynamic PageRank

by
Josip Matak
December 10, 2021
how-node2vec-works
Graph Streaming
/ Graphs for stream devs
How Node2Vec Works – A Random Walk-Based Node Embedding Method

Learn about a graph-based embedding technique for mapping nodes into a low-dimensional space

by
Antonio Filipovic
December 10, 2021
introduction-to-node-embedding
Graph Streaming
/ Graphs for stream devs
Introduction to Node Embedding

Find out what node embeddings are, how to generate them and where they can be used

by
Antonio Filipovic
December 10, 2021
connect-to-a-pulsar-cluster-and-analyze-streaming-data-with-memgraph
Graph Streaming
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Connect to a Pulsar Cluster and Analyze Streaming NFT Data with Memgraph

Learn how to connect to a Pulsar cluster, create an Art Blocks NFT database in Memgraph and analyze streaming sales

by
Katarina Supe
December 1, 2021
pulsar-vs-kafka
Graph Streaming
/ Real-time Analytics
Apache Pulsar vs Apache Kafka - How to choose a data streaming platform

A basic overview of the architecture and features offered by Apache Pulsar and Apache Kafka

by
Ivan Despot
November 30, 2021
analyzing-redpanda-movie-stream
Graph Streaming
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Analyzing Real-Time Movie Reviews with Redpanda and Memgraph

Through this tutorial, you will learn how to connect to a Redpanda stream from Memgraph and analyze the graph data

by
Ivan Despot
November 29, 2021
chasing-messages-and-offsets-on-the-land-of-librdkafka
Graph Streaming
/ Real-time Analytics
Chasing messages and offsets in the land of librdkafka

A short story about working with librdkafka

by
Kostas Kyrimis
November 25, 2021
twitch-streaming-graph-analysis-part-3
Graph Streaming
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Twitch Streaming Graph Analysis - Part 3

Learn how to get Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different MAGE algorithms on ingested data in real-time

by
Katarina Supe
November 3, 2021
twitch-streaming-graph-analysis-part-2
Graph Streaming
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Twitch Streaming Graph Analysis - Part 2

Learn how to get Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different MAGE algorithms on ingested data in real-time

by
Katarina Supe
October 27, 2021
twitch-streaming-graph-analysis
Graph Streaming
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Twitch Streaming Graph Analysis - Part 1

Learn how to scrape Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different graph algorithms

by
Katarina Supe
October 22, 2021
spotify-song-recommender
Graph Streaming
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How to build a Spotify Recommendation Engine using Kafka and Memgraph

Check out what it takes to develop a recommendation engine with graph analytics

by
Memgraph
October 18, 2021