Building A Mini Google High Performance Computing In Rubyrailsconf
The document discusses building a basic search engine in Ruby by creating an inverted index from a set of documents and demonstrating basic querying of the index. It covers splitting documents into words, building a hash mapping each unique word to the documents it appears in, and performing set intersections on word indexes to return document matches for queries. It also raises questions about additional features needed for a more complete search engine implementation.
SearchLove London 2016 | Dom Woodman | How to Get Insight From Your LogsDistilled
In the SEO industry, we obsess on everything Google says, from John Mueller dropping a hint in a Webmaster Hangout, to the ranking data we spend £1000s to gather. Yet we ignore the data Google throws at us every day, the crawling data. For the longest time, site crawls, traffic data, and rankings have been the pillars of SEO data gathering. Log files should join them as something everyone is doing. We'll go through how to get everything set-up, look at some of the tools to make it easy and repeatable and go through the kinds of analysis you can do to get insights from the data.
Technical SEO - Generational cruft in SEO - there is never a new site when th...Dawn Anderson MSc DigM
This document discusses how search engines like Google maintain historical records of URLs they have crawled, including metrics like crawl frequency and importance. This historical data is used to predict how often URLs should be recrawled and prioritize them in the crawling queue. Even URLs that return 404 or 410 responses may still be recrawled periodically since search engines never fully remove pages from their indexes. Managing URL history and prioritizing crawls becomes challenging at large scale due to the massive number of URLs maintained in search engine databases over time.
Log files: The Overlooked Source of SEO OpportunitiesRobin Rozhon
The document discusses log files and how they can provide insights for search engine optimization. It provides examples of log file entries and explains what each part of the entry means. It also discusses how log files can be used to analyze search engine crawler behavior, popular pages, error codes, and desktop vs mobile traffic. Tips are provided like segmenting log file data and using it to debug analytics.
Getting More Traffic From Search Advanced Seo For Developers PresentationSeo Indonesia
This document provides a summary of an advanced SEO presentation. It covers topics like building semantic HTML, proper use of tags, rich internet applications, ASP.net optimization, redirects, canonicalization, root cause analysis tools, and more. The presentation aims to help web developers optimize their sites for search engines.
Technical SEO - Gone is Never Gone - Fixing Generational Cruft and Technical ...Dawn Anderson MSc DigM
You have a shiny new site and your brand is looking for a fresh start with their offering. It may be one of many past migrations, protocol switches and redirections you're undertaken historically. But then you find that things didn't quite go as you expected. You never really got back to where you wanted to be in organic search. Part of this is because 'Gone is never Gone'. Every URL that ever was known of on your site is listed in the history logs in the Google search engine system and history logs are used to determine the amount of time your site will be apportioned crawling. You inherited technical SEO debt and generational cruft where everything gets blurred for Google in understanding which is the target URL for a particular term. This can be particularly prevalent when you migrate from one ecommerce platform to another because past crawling rules developed for your site are now not applicable but are still in the history and crawl patterns discovered.
This presentation was given at SemTech 2009.
RDFa combines the power of RDF with the ease of publishing of HTML, making it the missing link of the semantic web. Now anyone who is able to publish to the web -- from bloggers, to corporates to governments -- can easily publish to the semantic web.
This session will introduce the key ideas of RDFa and its syntax, by way of a case-study of a project from a UK government department. We'll also survey the state of support in tools and software.
This document provides an overview of advanced SEO techniques for web developers. It discusses proper use of HTML tags, rich internet applications, AJAX, redirects, and canonicalization. Tools for debugging SEO issues are also presented, including the importance of analytics to understand customer behavior and site performance. The presentation emphasizes designing for users, ensuring search engines can access content, and achieving long-term SEO success.
Building A Mini Google High Performance Computing In Ruby Presentation 1elliando dias
The document discusses building a basic search engine in Ruby by implementing an inverted index to index and query a small collection of documents. It covers creating an inverted index from sample documents that maps words to the documents they appear in, and demonstrates basic querying of the index to return matching documents for sample queries. It also briefly discusses some additional considerations for improving the search engine such as ranking results and handling issues like stop words, case normalization, and index persistence.
The document discusses the Mechanize gem which allows automating interaction with websites from Ruby. Mechanize establishes an agent that can navigate websites, follow links, submit forms and scrape pages. It handles cookies and allows automating tasks like searching Google programmatically.
Monitoring web application behaviour with cucumber-nagiosLindsay Holmwood
Setting up monitoring for web applications can be complicated - tests tend to lack expressiveness, or and quite often they don't even test the right problem in the first place.
cucumber-nagios lets a sysadmin write behavioural tests for their web apps in plain English, and outputs the test results in the Nagios plugin format, allowing a sysadmin to be notified by Nagios when their production apps aren't behaving.
The document introduces Ruby and Ruby on Rails. It discusses that Ruby is an object-oriented and interpreted programming language. It highlights some key aspects of Ruby including that everything is an object, Ruby's powerful arrays and built-in regular expressions. It also discusses how Ruby classes are open and the expressiveness of blocks. The document then introduces Ruby on Rails, noting its creators and key principles of convention over configuration, DRY principle, and high productivity. It provides some examples of Rails applications and compares Rails to other web frameworks. In closing, it invites questions and provides references for further reading.
Google G Data Reading And Writing Data On The WebQConLondon2008
The document discusses Google's Data APIs and the Atom Publishing Protocol. It provides an overview of Google's many APIs, how they use Atom and extensions for querying, concurrency, and authentication. Examples are given of how developers are using the APIs in applications. The benefits of REST over SOAP and extending Atom to address missing features like querying and authentication are discussed.
Google G Data Reading And Writing Data On The Web 1QConLondon2008
The document discusses Google's Data APIs and the Atom Publishing Protocol. It provides an overview of Google's many APIs, how they use Atom and extensions for querying, concurrency, and authentication. Examples are given of how developers are using the APIs in applications. The benefits of REST over SOAP and extending Atom to address missing features like querying and authentication are discussed.
This document provides an introduction to web applications and their components. It discusses what a web application is, how it is made up of front-end and back-end parts, and how Ruby on Rails is a framework that helps develop web applications. It then demonstrates Ruby programming concepts through interactive examples in IRB, covering basic operations, variables, methods, classes and objects. The document aims to give a high-level overview of web applications and introduce Ruby programming.
The document discusses SearchMonkey, an open platform from Yahoo! that allows developers to build structured data into search results. It presents several approaches for providing structured data to SearchMonkey, including embedding RDF or microformats directly into web pages, generating a DataRSS feed from a database, extracting data via XSLT, or calling a remote web service. The document encourages developers to prototype with XSLT initially and provides resources for learning more about SearchMonkey and structured data standards.
J2EE is already the perfect solution for complex business/enterprise systems, and JSF2.x is the perfect chance to reach out to the consumer and small business market. JSF is easier to use than it's ever been before, but small businesses have different needs than larger companies and corporations. PrettyFaces is for all projects, small and large; this presentation explains why "pretty, bookmark-able URLs" are important for client-facing applications, addressing SEO optimization, and creating clean, consistent, intuitive client interactions on the web.
This document introduces and summarizes Django, an open-source web framework written in Python. It highlights key features of Django, including its automated administration interface, object-relational mapper (ORM), generic views, forms, URL configuration, templates, internationalization support, and built-in user authentication. The document also discusses how Django aims to minimize the time it takes to develop software through automation, reusable apps, and other features. Examples are provided of large sites built with Django to demonstrate its performance and scalability.
Scraping with Python for Fun and Profit - PyCon India 2010Abhishek Mishra
Tim Berners-Lee - On the Next Web talks about open, linked data. Sweet may the future be, but what if you need the data entangled in the vast web right now?
Mostly inspired from author's work on SpojBackup, this talk familiarizes beginners with the ease and power of web scraping in Python. It would introduce basics of related modules - Mechanize, urllib2, BeautifulSoup, Scrapy, and demonstrate simple examples to get them started with.
Web application intro + a bit of ruby (revised)Tobias Pfeiffer
The document is an introduction to web applications and Ruby on Rails. It defines what a web application is, its key components like front-end and back-end, and demonstrates Ruby code examples in an interactive session. It also introduces Ruby on Rails as a web application framework written in Ruby that makes building web applications easier with features like connecting to databases and generating HTML. The document encourages learning more about Ruby and provides additional learning resources.
Exploiting the newer perl to improve your pluginsMarian Marinov
The document discusses techniques for improving Perl plugins, including using jQuery, JavaScript::Packer, and JSON::XS for frontend development and queuing systems like Gearman and RabbitMQ for backend processing. It also covers caching with Memcached and Redis. The presenter, Marian Marinov, encourages attendees to take a survey for $20 in return.
Rails have long co-existed with Javascript through a variety of ways. As the Javascript ecosystem grows more powerful and complex each day, finding a better way to make Javascript a first-class citizen in the Rails world has become compelling. Rails 5.1 will officially comes with Webpack through the Webpacker gem, but you don't have to wait for that. You can use Webpacker with Rails 4.2+ today. We describe briefly how Javascript existed in the Rails world, and the jump straight into creating a simple Rails/Javascript app from scratch in less 3 minutes.
Microformats are a way to add semantic tags to HTML to extract structured data from web pages. This document discusses how microformats can be used to represent contacts, relationships, reviews, events and other types of information. It also explores how microformats could be used to build a simple API by designing URLs and HTTP verbs to interact with the structured data.
Netzke is a framework for building modular rich internet applications (RIAs) using Ruby on Rails and Ext JS. It allows developers to create common UI components like grids, forms, and explorers and combine them into applications. The document discusses Netzke's component-based approach, provides examples of common components, and outlines how to test and contribute to Netzke.
Cucumber is a tool that executes plain-text behavioral tests written in Gherkin and maps them to code via step definitions to automate testing; Gherkin is a business-readable language used to describe software behavior without detailing implementation; Cucumber uses Ruby and drivers like Capybara to simulate user interactions and check outcomes of the automated tests.
The document discusses Rails best practices and provides the history and story of rails-bestpractices.com. It describes how rails-bestpractices.com aims to provide a place to share and obtain Rails best practices by analyzing Rails code for "bad smells". It also introduces some useful Rails plugins like Haml, Compass, Formtastic and Inherited Resources.
This document discusses PageSpeed, a tool for just-in-time performance optimization of web pages. It provides automatic image compression and resizing, CSS and JavaScript minification, inline small files, caching, and deferring JavaScript among other optimizations. While most performance issues are well understood, not all websites are fast due to the tradeoff between speed and ease of maintenance. PageSpeed tools like mod_pagespeed can automate optimizations to improve performance without extra work from developers.
Building A Mini Google High Performance Computing In Ruby Presentation 1elliando dias
The document discusses building a basic search engine in Ruby by implementing an inverted index to index and query a small collection of documents. It covers creating an inverted index from sample documents that maps words to the documents they appear in, and demonstrates basic querying of the index to return matching documents for sample queries. It also briefly discusses some additional considerations for improving the search engine such as ranking results and handling issues like stop words, case normalization, and index persistence.
The document discusses the Mechanize gem which allows automating interaction with websites from Ruby. Mechanize establishes an agent that can navigate websites, follow links, submit forms and scrape pages. It handles cookies and allows automating tasks like searching Google programmatically.
Monitoring web application behaviour with cucumber-nagiosLindsay Holmwood
Setting up monitoring for web applications can be complicated - tests tend to lack expressiveness, or and quite often they don't even test the right problem in the first place.
cucumber-nagios lets a sysadmin write behavioural tests for their web apps in plain English, and outputs the test results in the Nagios plugin format, allowing a sysadmin to be notified by Nagios when their production apps aren't behaving.
The document introduces Ruby and Ruby on Rails. It discusses that Ruby is an object-oriented and interpreted programming language. It highlights some key aspects of Ruby including that everything is an object, Ruby's powerful arrays and built-in regular expressions. It also discusses how Ruby classes are open and the expressiveness of blocks. The document then introduces Ruby on Rails, noting its creators and key principles of convention over configuration, DRY principle, and high productivity. It provides some examples of Rails applications and compares Rails to other web frameworks. In closing, it invites questions and provides references for further reading.
Google G Data Reading And Writing Data On The WebQConLondon2008
The document discusses Google's Data APIs and the Atom Publishing Protocol. It provides an overview of Google's many APIs, how they use Atom and extensions for querying, concurrency, and authentication. Examples are given of how developers are using the APIs in applications. The benefits of REST over SOAP and extending Atom to address missing features like querying and authentication are discussed.
Google G Data Reading And Writing Data On The Web 1QConLondon2008
The document discusses Google's Data APIs and the Atom Publishing Protocol. It provides an overview of Google's many APIs, how they use Atom and extensions for querying, concurrency, and authentication. Examples are given of how developers are using the APIs in applications. The benefits of REST over SOAP and extending Atom to address missing features like querying and authentication are discussed.
This document provides an introduction to web applications and their components. It discusses what a web application is, how it is made up of front-end and back-end parts, and how Ruby on Rails is a framework that helps develop web applications. It then demonstrates Ruby programming concepts through interactive examples in IRB, covering basic operations, variables, methods, classes and objects. The document aims to give a high-level overview of web applications and introduce Ruby programming.
The document discusses SearchMonkey, an open platform from Yahoo! that allows developers to build structured data into search results. It presents several approaches for providing structured data to SearchMonkey, including embedding RDF or microformats directly into web pages, generating a DataRSS feed from a database, extracting data via XSLT, or calling a remote web service. The document encourages developers to prototype with XSLT initially and provides resources for learning more about SearchMonkey and structured data standards.
J2EE is already the perfect solution for complex business/enterprise systems, and JSF2.x is the perfect chance to reach out to the consumer and small business market. JSF is easier to use than it's ever been before, but small businesses have different needs than larger companies and corporations. PrettyFaces is for all projects, small and large; this presentation explains why "pretty, bookmark-able URLs" are important for client-facing applications, addressing SEO optimization, and creating clean, consistent, intuitive client interactions on the web.
This document introduces and summarizes Django, an open-source web framework written in Python. It highlights key features of Django, including its automated administration interface, object-relational mapper (ORM), generic views, forms, URL configuration, templates, internationalization support, and built-in user authentication. The document also discusses how Django aims to minimize the time it takes to develop software through automation, reusable apps, and other features. Examples are provided of large sites built with Django to demonstrate its performance and scalability.
Scraping with Python for Fun and Profit - PyCon India 2010Abhishek Mishra
Tim Berners-Lee - On the Next Web talks about open, linked data. Sweet may the future be, but what if you need the data entangled in the vast web right now?
Mostly inspired from author's work on SpojBackup, this talk familiarizes beginners with the ease and power of web scraping in Python. It would introduce basics of related modules - Mechanize, urllib2, BeautifulSoup, Scrapy, and demonstrate simple examples to get them started with.
Web application intro + a bit of ruby (revised)Tobias Pfeiffer
The document is an introduction to web applications and Ruby on Rails. It defines what a web application is, its key components like front-end and back-end, and demonstrates Ruby code examples in an interactive session. It also introduces Ruby on Rails as a web application framework written in Ruby that makes building web applications easier with features like connecting to databases and generating HTML. The document encourages learning more about Ruby and provides additional learning resources.
Exploiting the newer perl to improve your pluginsMarian Marinov
The document discusses techniques for improving Perl plugins, including using jQuery, JavaScript::Packer, and JSON::XS for frontend development and queuing systems like Gearman and RabbitMQ for backend processing. It also covers caching with Memcached and Redis. The presenter, Marian Marinov, encourages attendees to take a survey for $20 in return.
Rails have long co-existed with Javascript through a variety of ways. As the Javascript ecosystem grows more powerful and complex each day, finding a better way to make Javascript a first-class citizen in the Rails world has become compelling. Rails 5.1 will officially comes with Webpack through the Webpacker gem, but you don't have to wait for that. You can use Webpacker with Rails 4.2+ today. We describe briefly how Javascript existed in the Rails world, and the jump straight into creating a simple Rails/Javascript app from scratch in less 3 minutes.
Microformats are a way to add semantic tags to HTML to extract structured data from web pages. This document discusses how microformats can be used to represent contacts, relationships, reviews, events and other types of information. It also explores how microformats could be used to build a simple API by designing URLs and HTTP verbs to interact with the structured data.
Netzke is a framework for building modular rich internet applications (RIAs) using Ruby on Rails and Ext JS. It allows developers to create common UI components like grids, forms, and explorers and combine them into applications. The document discusses Netzke's component-based approach, provides examples of common components, and outlines how to test and contribute to Netzke.
Cucumber is a tool that executes plain-text behavioral tests written in Gherkin and maps them to code via step definitions to automate testing; Gherkin is a business-readable language used to describe software behavior without detailing implementation; Cucumber uses Ruby and drivers like Capybara to simulate user interactions and check outcomes of the automated tests.
The document discusses Rails best practices and provides the history and story of rails-bestpractices.com. It describes how rails-bestpractices.com aims to provide a place to share and obtain Rails best practices by analyzing Rails code for "bad smells". It also introduces some useful Rails plugins like Haml, Compass, Formtastic and Inherited Resources.
This document discusses PageSpeed, a tool for just-in-time performance optimization of web pages. It provides automatic image compression and resizing, CSS and JavaScript minification, inline small files, caching, and deferring JavaScript among other optimizations. While most performance issues are well understood, not all websites are fast due to the tradeoff between speed and ease of maintenance. PageSpeed tools like mod_pagespeed can automate optimizations to improve performance without extra work from developers.
0-60 with Goliath: High performance web servicesIlya Grigorik
This document discusses Goliath, an open source Ruby web framework for building high performance web services. It provides an overview of Goliath's architecture and goals of optimizing for performance through an asynchronous event-driven model. Key topics covered include HTTP pipelining and keep-alive, the EventMachine reactor loop, and Goliath's minimal client API.
0-60 with Goliath: Building High Performance Ruby Web-ServicesIlya Grigorik
The document discusses Goliath, an open source Ruby web framework for building high-performance web services. It provides an overview of Goliath's features like asynchronous HTTP processing, routing, middleware, streaming responses and websockets. Examples are given showing how to write simple Goliath applications and APIs. The document also discusses how Goliath enables building asynchronous apps using techniques like EventMachine and Fibers.
JavaScript is great, but let's face it, being stuck with just JavaScript in the browser is no fun.
Why not write and run Ruby in the browser, on the client, and on the server as part of your next web application?
This document discusses machine learning concepts including algorithms, data inputs/outputs, runtimes, and trends in academia vs industry. It notes that while academia focuses on algorithm complexity, industry prioritizes data-driven approaches using large datasets. Ensemble methods combining many simple models generally perform better than single complex models. Specific ML techniques discussed include word segmentation using n-gram probabilities, perceptrons for classification, SVD for recommendations and clustering, and crowdsourcing ensembles. The key lessons are that simple models with large data outperform complex models with less data, and that embracing many small independent models through ensembles is effective.
No callbacks, No Threads - Cooperative web servers in Ruby 1.9Ilya Grigorik
The document discusses using fibers and evented programming with Ruby to achieve asynchronous and concurrent behavior without threads. It introduces EventMachine and EM-Synchrony for implementing asynchronous drivers and applications. Code examples show wrapping database queries in fibers to make them non-blocking. This allows running queries concurrently using a threadpool and achieving higher throughput than blocking implementations. The approach is applied to build an asynchronous version of Rails using EventMachine, fibers and the Thin web server.
No Callbacks, No Threads - RailsConf 2010Ilya Grigorik
Multi-threaded servers compete for the global interpreter lock (GIL) and incur the cost of continuous context switching, potential deadlocks, or plain wasted cycles. Asynchronous servers, on the other hand, create a mess of callbacks and errbacks, complicating the code. But, what if, you could get all the benefits of asynchronous programming, while preserving the synchronous look and feel of the code – no threads, no callbacks?
The document discusses real-time communication technologies for web applications, including XMPP, AMQP, and publish-subscribe protocols. It provides code examples in Ruby of sending messages and presence updates using XMPP, and publishing and subscribing to messages using AMQP. The document promotes these technologies for enabling low-latency messaging between web services and applications.
Ruby C10K: High Performance Networking - RubyKaigi '09Ilya Grigorik
This document discusses using the EM-Proxy Ruby gem to build a high performance proxy for monitoring and load testing web applications. It describes how to configure EM-Proxy to duplicate requests to both a production and test server, modifying requests and responses as needed. Examples are given to demonstrate transparent port forwarding, response alteration, and running post-processing steps after each request.
Leveraging Social Media - Strategies & Tactics - PostRankIlya Grigorik
The document discusses leveraging social media for marketing purposes. It provides tips on using different social media platforms like Reddit, Delicious, Digg, and StumbleUpon to create "social media traffic tsunamis". Velocity is important for success on these platforms. The document also discusses the benefits of viral media, how to use networks and timing effectively, and case studies from sites like Digital Photography Review that experienced success through social media.
Ruby Proxies for Scale, Performance, and MonitoringIlya Grigorik
The document discusses using Ruby proxies with EventMachine to provide transparent scaling, performance improvements, and monitoring capabilities for web applications. Proxies can intercept, cache, and alter requests and responses to balance load across multiple application servers, simulate production traffic for staging environments, and benchmark performance. The EM-Proxy library provides an API and examples for building intercepting, transparent, and other types of proxies with EventMachine for networking applications in Ruby.
Ruby Proxies for Scale, Performance, and Monitoring - GoGaRuCo - igvita.comIlya Grigorik
A high-performance proxy server is less than a hundred lines of Ruby code and it is an indispensable tool for anyone who knows how to use it. In this session we will first walk through the basics of event-driven architectures and high-performance network programming in Ruby using the EventMachine framework.
A look at the technologies and the architecture behind the emerging real-time web. We will discuss XMPP/Jabber and AMQP protocols and explore the advantages of each over the commonly used HTTP request-response cycle. As part of the workshop we will look at the available tools and libraries and work through simple examples of creating an event driven, real-time service.
The document discusses the challenges of information overload from RSS feeds and potential solutions. It introduces a new startup called Aiderss that aims to help users find the most relevant and important content from their RSS feeds by analyzing reading patterns and blog performance metrics. The startup is launching a private beta in early June and full launch in June, and is seeking beta testers.
Every Teaspoon Counts in Haiti Describing Missionary Life Serving HaitiRich Bergeron
My article on a NH couple working with nuns in Haiti to support and provide supplies to the poor. It focuses on their connections to Mother Theresa and their selfless service and sacrifices to help the poor, destitute and dying in the Country of Haiti. This Article was Published in St. Anthony Messenger Magazine.
10052025_First India Newspaper Jaipur.pdfFIRST INDIA
Find Latest India News and Breaking News these days from India on Politics, Business, Entertainment, Technology, Sports, Lifestyle and Coronavirus News in India and the world over that you can't miss. For real time update Visit our social media handle. Read First India NewsPaper in your morning replace. Visit First India.
CLICK:- https://firstindia.co.in/
#First_India_NewsPaper
### ✅ **SlideShare Description:**
**Explore India’s vibrant socio-economic landscape through visual storytelling!**
This collection of colorful and informative infographics, designed by **CA Suvidha Chaplot**, breaks down complex concepts into easy-to-understand visuals. Perfect for commerce students, UPSC aspirants, educators, and professionals, this deck covers:
* Interplay of society, politics, and economics in India
* Cultural, demographic, and regional influences
* Role of family, religion, education, and government institutions
* India’s economic structure: agriculture, industry, and services
* Major challenges and opportunities in the Indian economy
* Government, public, and private sector contributions
* Timeline of India’s economic evolution (1947–2020)
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Whether you're a student, teacher, or policy enthusiast, these slides offer deep insights in a crisp, colorful format ideal for revision, presentation, or classroom use.
---
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From Chef to Actor: 8 Fascinating Facts About Lucas Bravo’s JourneyFree News Report
Fans of the hit series Emily in Paris are likely captivated by the charming French chef Gabriel, whose magnetic presence, effortlessly romantic aura, and alluring accent make him hard to ignore. The man behind this captivating character, Lucas Bravo, is more than just a handsome face on screen. His path to fame is filled with unexpected twists, showcasing a depth of talent and personality far beyond what viewers might initially perceive.
In this article, we’ll take you through eight intriguing facts about Lucas Bravo’s journey from a passionate chef to a celebrated actor, revealing why there’s much more to him than meets the eye.
BB News International the Vanguard of Breaking Bulletin NewsSanskarTiwari20
BB News International the Vanguard of Breaking Bulletin News : World’s first breaking Bulletin
This presentation takes you through the dynamic evolution and global influence of BB News International, the world's first and only breaking bulletin news agency.
News Agency www.bbnewsin.com #BBN #Vanguard #Intertional #Editor
Toronto Man Vrutant Shah-Found Guilty on Multiple Charges.pptxnathaniel leonard
Vrutant Shah, a Toronto resident with a patchy job history, has been found guilty on multiple criminal charges following an in-depth investigation. Known for working various entry-level jobs across the city, Shah’s conviction marks the end of a months-long inquiry into his repeated acts of fraud and deception.
13052025_First India Newspaper Jaipur.pdfFIRST INDIA
Find Latest India News and Breaking News these days from India on Politics, Business, Entertainment, Technology, Sports, Lifestyle and Coronavirus News in India and the world over that you can't miss. For real time update Visit our social media handle. Read First India NewsPaper in your morning replace. Visit First India.
CLICK:- https://firstindia.co.in/
#First_India_NewsPaper
New India Abroad the Best Source for World News IndiaNew India Abroad
When it comes to staying updated with reliable and relevant World News India, New India Abroad stands out as the top choice. It offers comprehensive coverage of India’s global presence, including diplomatic ties, diaspora impact, and major events involving countries like the USA, UK, and Pakistan. The platform delivers fact-based journalism with context, helping readers understand how international developments affect India and its citizens worldwide. With a global network of contributors and a sharp editorial focus, New India Abroad ensures you receive timely, balanced, and insightful news that truly reflects India’s place on the world stage.
This article by Toronto-based music producer Elston Lindsay Richardson offers a firsthand perspective on how the city’s hip-hop scene has evolved—and not always for the better. Drawing from her personal experience in the industry, Elston unpacks the impact of social media on modern music culture and how algorithm-driven platforms have shifted the spotlight away from genuinely talented artists in favor of viral content.
With her roots firmly planted in Toronto’s rich musical landscape, Elston Lindsay Richardson reflects on a time when the city’s sound was shaped by multicultural influence and raw creativity. She discusses how, in recent years, that identity has become diluted—overshadowed by clickbait content, recycled hooks, and a race for online relevance.
In this piece, Richardson breaks down the subtle, yet powerful changes in how music is created, consumed, and elevated in today’s digital-first world. She explores how algorithms tend to reward meme-worthiness, dance challenges, and manufactured hype—often at the expense of innovation, lyrical integrity, and honest storytelling.
But this isn’t just a critique—it’s also a call to action. Elston highlights the importance of supporting platforms and communities that uplift independent voices, creative authenticity, and cultural expression that doesn’t rely on trend-chasing. She argues that Toronto still has the talent and originality to lead musically, but only if audiences, gatekeepers, and creatives alike recommit to depth over virality.
Whether you’re a young producer, an emerging artist, or a fan of the Toronto music scene, this article gives insight into the challenges and opportunities facing artists today. Elston Lindsay Richardson brings clarity, honesty, and passion to the discussion, offering both critique and hope for what Toronto’s hip-hop culture could still become.
This article is part of a growing collection of written works and media content associated with Elston Lindsay Richardson, a name increasingly recognized in the Canadian creative scene for her thoughtful commentary, cross-cultural music production, and commitment to mentorship.
To learn more about Elston Lindsay Richardson’s current projects and perspectives, follow her published work across platforms like Vocal.
https://vocal.media/authors/elston-lindsay-richardson-18mex014l