#NEXTDOOR API
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Nextdoor API - Seamless Extraction of Local Neighbor Data
In an increasingly connected world, knowing what's happening in your local community is invaluable. Whether you're looking to stay updated on neighborhood events, keep an eye out for safety alerts, or simply get to know your neighbors better, having access to local information is essential. Nextdoor, a social networking service for neighborhoods, has become a vital resource for these purposes. But did you know you can harness the power of Nextdoor data even more effectively through their API? In this blog post, we'll explore how the Nextdoor API enables seamless extraction of local neighbor data, helping you stay informed and engaged with your community.
What is the Nextdoor API?
Nextdoor's API (Application Programming Interface) is a set of tools and protocols that allow developers to interact with Nextdoor's data programmatically. By using the API, you can access various types of information shared within Nextdoor communities, such as posts, events, and member details. This opens up a world of possibilities for integrating Nextdoor data into your own applications, websites, or analytical tools.
Benefits of Using the Nextdoor API
1. Automated Data Collection
Manually browsing through Nextdoor to find relevant information can be time-consuming. The API allows you to automate the process, enabling you to gather data efficiently and consistently. Whether you're looking for specific types of posts, updates on local events, or safety alerts, the API can be programmed to fetch the data you need at regular intervals.
2. Enhanced Community Engagement
By integrating Nextdoor data into your applications or websites, you can enhance how residents interact with their local community. For instance, a local news website can display the latest neighborhood news, while a community app can send push notifications about upcoming events or urgent safety alerts. This integration helps keep residents informed and engaged without requiring them to visit multiple platforms.
3. Informed Decision Making
For local businesses, government agencies, or community organizations, having access to real-time neighborhood data is crucial. The Nextdoor API can provide insights into community sentiment, emerging issues, and resident needs. This information can be invaluable for making data-driven decisions, whether it's planning a new community project, addressing local concerns, or tailoring business offerings to meet resident demands.
Getting Started with the Nextdoor API
1. API Access
To start using the Nextdoor API, you'll need to apply for access. This typically involves registering as a developer on the Nextdoor platform and agreeing to their terms of service. Once approved, you'll receive an API key, which you'll use to authenticate your requests.
2. Understanding API Endpoints
The Nextdoor API offers several endpoints, each providing access to different types of data. Some common endpoints include:
Posts: Retrieve posts shared by residents within a specific neighborhood or across multiple neighborhoods.
Events: Access information about upcoming neighborhood events.
Members: Get details about members in a specific neighborhood, including their profiles and activity levels.
Understanding these endpoints and their parameters is crucial for effectively extracting the data you need.
3. Making API Requests
API requests are typically made using HTTP methods like GET, POST, PUT, and DELETE. For example, to fetch recent posts from a neighborhood, you might use a GET request to the posts endpoint, including your API key and any necessary parameters (such as the neighborhood ID or date range) in the request.
Here's a simple example in Python using the requests library:
python
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import requests api_key = 'your_api_key_here' neighborhood_id = 'your_neighborhood_id_here' url = f'https://api.nextdoor.com/v1/posts?neighborhood_id={neighborhood_id}' headers = { 'Authorization': f'Bearer {api_key}', 'Content-Type': 'application/json' } response = requests.get(url, headers=headers) if response.status_code == 200: posts = response.json() for post in posts: print(post['title'], post['content']) else: print(f'Error: {response.status_code}')
This example demonstrates how to authenticate and make a simple request to fetch posts from a specific neighborhood.
Best Practices for Using the Nextdoor API
1. Respecting Privacy and Terms of Service
When accessing and using Nextdoor data, it's important to respect user privacy and comply with Nextdoor's terms of service. Ensure that you only collect and use data in ways that are ethical and permitted by the platform.
2. Optimizing API Usage
To avoid hitting rate limits or experiencing performance issues, optimize your API requests. Use efficient querying techniques, cache data when appropriate, and handle errors gracefully.
3. Securing API Keys
Keep your API keys secure and avoid hardcoding them directly in your applications. Use environment variables or secure vaults to manage sensitive information.
Conclusion
The Nextdoor API offers a powerful way to extract and utilize local neighbor data, enhancing how you stay connected and informed about your community. By automating data collection, integrating community information into your applications, and making informed decisions based on real-time insights, you can leverage the Nextdoor API to create more engaging and responsive community experiences. Embrace the possibilities, and start exploring the Nextdoor API today to unlock the full potential of local neighbor data.
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API Payments
Optimize your payment processes effortlessly with the API Payments solution. This Application Programming Interface serves as a gateway, enabling secure and efficient integration of payment functionalities into your applications. Streamline transactions, enhance user experience, and ensure a seamless payment flow by harnessing the power of API related Payments for a reliable and user-friendly financial experience.
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Learn API
Your basic idea of running an app or web app should be around its effective set of features. that is where you need to know about how you can make the most out of learn API and see what impact it can leave on your progressive app functionality. To ensure this make sure you have taken the steps towards using necessary plugins at its best. Begin this process with the help of impeccable services of an app development service provider.
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https://www.megaphone.org.uk/petitions/sheffield-uni-needs-east-asian-studies?source=web-share-api-button&utm_source=web_share_api&share=b15bed33-c114-4e3c-969b-55f576f35427&sfnsn=mo — Nextdoor
Check out this post on Nextdoor: https://nextdoor.com/p/XBy7PqM_JGb_?utm_source=share&slp=&share_platform=1&extras=NjQyMjYyNzE%3D&utm_campaign=1737224955373
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The Nextdoor API provides a seamless and efficient method for extracting local neighborhood data, offering users valuable insights into their communities. By leveraging this API, users can effortlessly access pertinent information, strengthen connections with their neighbors, and contribute to the overall improvement of their neighborhoods. The ease of data extraction makes the Nextdoor API a valuable tool for fostering more informed and engaged communities, enhancing the quality of life for everyone involved.
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#1yrago Facebook Domination vs. Self-Determination
We're months removed from the Cambridge Analytica scandal and the public outrage of #DeleteFacebook, and new information continues to surface about Facebook's sloppy handling of data and hunger for surveillance. Last month, we learned about an Orwellian patent that might allow Facebook to track you via mobile microphone. Though some have cast doubt on the reports, mobile spyware like the now-infamous Alphonso do track mobile devices via sound emitted by TVs.
Yale Privacy Lab has been warning about proximity tracking via mobile sensors and microphones, and Exodus Privacy's excellent scanner will help you find nasty trackers that utilize similar spy methods. The only way to really dodge Facebook's lidless eye, however, is jumping ship from the social network to a privacy-respecting replacement.
There is no shortage of alternatives, but you won't find surveillance sanctuary in Facebook-owned Instagram or ad-powered, centralized networks like Nextdoor. Instead, you'll have to jump into the "Fediverse", a constellation of Free and Open-Source Software (FOSS) replacements.
Mastodon is the fastest-growing of the FOSS social stars, and its links to the rest of the Fediverse are strengthened by the new ActivityPub standard. In a recent blog post, lead developer Eugen Rochko (@Gargron) sums it up nicely: "The social network that is Mastodon isn't really Mastodon. It's bigger. It's any piece of software that implements ActivityPub. That software can be wildly different in how it looks and what it does! But the social graph - what we call the people and their connections - is the same."
Are we really witnessing the origin of an all-new, all-different social Web? For deeper insight into the Fediverse, read my short interview with Eugen, below.
What is Mastodon and how is it different from social networks such as Facebook and Twitter?
Mastodon is a decentralized social network that uses standard interoperability protocols and is completely [FOSS]. What this means is that anyone can run a Mastodon server, and the users of those servers can talk to each other. More than that, non-Mastodon servers are also part of this network if they conform to the same protocols. This means that Mastodon is more future-proof than Facebook or Twitter: Even if Mastodon-the-software falls out of fashion, the network can be simply continued by other interoperable software. You don't have to tear out your entire social graph to have all friends migrate to something new if that happens. Furthermore, Mastodon allows self-determination and control. When you run a server, it's yours. Your rules, your community, hosted on your hardware... you don't depend on anybody, definitely not on a [Silicon Valley headquarters]. There are a lot of other differences to Facebook and Twitter too.
Where did Facebook go wrong as far as privacy is concerned? How can federated social networks do better?
Facebook is a vacuum for private information. It uses dark UX patterns to solicit every detail of your life from you, but also from your friends. It also builds shadow profiles about people even if they don't use the platform, through e.g. the contact books that people let it access, or from social sharing buttons on random websites. It's quite easy NOT to do that. If you don't intend to advertise to people then you don't need to know everything about them. Mastodon lets you broadcast messages to the public and to your friends, but there is no incentive to convince you to reveal more than necessary. The format of Mastodon is a lot closer to Twitter and Instagram than Facebook specifically, but I think that's a detail of decoration. Facebook replaced MySpace, and they were different formats as well. It doesn't have to be the same thing to be an alternative.
What is unique about federated social networks? Where can they improve upon Facebook and the traditional social networking models?
Federation is key. In my opinion it's one of the most ideal forms of decentralization, and it can be found in many real-world institutions. There is no single point of failure and top-down authority like in a centralized system, communities can spring up by themselves, just like in the old days of the Internet... except now they are interoperable, so content can travel freely between them. And unlike peer-to-peer solutions of decentralization, some issues are avoided, such as having to encounter and moderate all bad content on your own (instead, servers have mods, and your server neighbours can help with reports), or having to be online to receive messages (the server is the one being online), or synchronization between devices.
What can we do about audio, video, and multimedia, to make publishing and sharing of these formats federated and decentralized?
Mastodon allows images and videos up to a certain size limit. The servers cache this content so end-users are not hotlinked to another server, this saves the origin server's bandwidth and protects end-users from leaking their IP address to a different server. Of course, this approach brings challenges when file sizes grow. PeerTube, a federated video sharing platform, takes a different approach by using WebTorrent (BitTorrent over the browser). This does reveal the end-users' IP addresses to other end-users who are watching the video, but bandwidth costs for the origin server are lowered and other servers don't have to download and cache large files. A very similar approach to that is using IPFS. With IPFS, servers can cache large files (essentially also using a form of the BitTorrent protocol), and end-users can either peer with the IPFS network directly or use a gateway server to view the content.
How has the Facebook "scandal" affected federated social networks so far?
With growth and press attention, so quite positively. Privacy-minded people have been ringing the alarm bells about Facebook for years, but right now is when this idea is entering the mainstream.
Can Mastodon avoid the same pitfalls/errors as Facebook?
I think so, and I wouldn't be here otherwise. We have to be careful and thoughtful about our design decisions, but many of the fundamental differences between the platforms are reassuring.
How does Mastodon stand out, improve upon, or interop with the various social media projects of the past (StatusNet/GNU Social, Diaspora, Friendica, etc.)?
Mastodon begun as an OStatus implementation (this is the protocol that StatusNet/GNU Social implement), but it was quite dated and lacking in features, and OStatus never left the draft stage to become an official standard. So halfway through 2017 we performed an upgrade to the newer ActivityPub, which would, after our implementation, become a W3C-recommended standard. PeerTube, Hubzilla, Friendica and MissKey are some of the other softwares that implement ActivityPub. Support for ActivityPub in GNU Social has been planned, as far as I am aware. Furthermore, people are working on other implementations, such as Kroeg, Rustodon and Funkwhale.
Mastodon differents from GNU Social in having more privacy-oriented features, more moderation tools, a simpler/elegant API for client apps, a real-time streaming API, better content discovery mechanisms, and a more attractive user experience. Friendica and Hubzilla have a quite different user experience to Mastodon. Diaspora is the one big-name project that is completely incompatible with Mastodon because they use their own protocol rather than ActivityPub.
Where do we go from here (standards, interoperability, etc.)?
ActivityPub is already a W3C-recommended standard! And I am proud to see more and more implementations spring up. It's a really generic protocol that can support many different use cases of social networks. Microblogging, photo sharing, event planning, video hosting, it's all possible and beautifully interoperable. Ironically, perhaps ActivityPub is the thing that will truly "connect the world", rather than Facebook who that catchphrase belongs to.
https://boingboing.net/2018/07/18/platform-independence.html
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Mlm lead generation
MLM Lead Generation - How to Get Quality Leads For Your MLM Business
Whether you’re an MLM newbie or a veteran, getting quality leads for your business can be tricky. However, it’s not rocket science and it can be done!
Start by understanding the needs and wants of your target audience. For instance, if you sell a health and wellness product, this could include people who want to lose weight or gain muscle.
Social Media
Social media marketing is one of the most effective ways to generate leads for your MLM business. It can help you reach out to your target audience through paid ads and social content.
Using social platforms can be a great way to increase your top of the funnel leads and boost your sales numbers. However, it is crucial to choose the right social platforms for your ideal audience.
LinkedIn, Facebook, Twitter and Google+ are all good social media options for MLM lead generation. Creating a business page on these sites is an easy way to start communicating with people and getting them curious about your opportunity.
Reddit
Reddit is a social news aggregator that uses a point system of upvotes and downvotes to rank posts and discussions. Registered users submit content such as links, text posts, gifs, videos, and images.
The site is divided into a large number of communities, also called subreddits, that focus on specific themes or interests. Posts and comments are voted up or down by other community members, who can also gift reddit gold to others if they like a particular post.
Despite some negative aspects, Reddit is still a popular site with a loyal readership. It is a great place to find new ideas and connect with people from all over the world.
LinkedIn
Mlm lead generation is a key part of the network marketing business model. It can help you expand your network, find new customers, and earn extra income.
LinkedIn is a professional social media platform with millions of users. It’s ideal for businesses, entrepreneurs, employees, and recruiters alike.
It also offers a variety of tools for lead generation, including sponsored content posts and InMail. These features are highly customizable and can target a variety of demographics, including age, gender, industry, position, schools, degrees, and shared groups.
Snapchat
Snaps are the core of Snapchat and it’s a great way to share content with your audience. They’re meant to be short-lived so they don’t overwhelm your followers.
You can send them photos and videos with filters, lenses, and emojis. They’ll disappear after a certain time period, usually 24 hours.
Snapchat also has a 'Discover' feature that showcases content from its media partners. It's a great tool for marketers to tap into, especially with millennials and Gen Z'ers.
Text Marks
Text Marks is an easy-to-use text messaging software that can be used for a wide range of purposes. It offers an intuitive interface, excellent customer support, and a variety of segmentation tools.
Using Text Marks is a great way to communicate with employees, send notifications about meetings and projects, and generate leads. The platform also doesn’t sell or rent customer information to third parties.
Its customer service is one of the best we’ve seen, and company reps are quick to respond via phone, live chat and email. Plus, certain plans include 30 minutes of advanced API integration support at no extra charge.
Nextdoor
Nextdoor is a social networking service that allows people to share information with each other in their neighborhoods. The platform is free to use and requires users to verify their identity and address before signing up.
The app is a great place to build trust and referrals for your business, as local users are more likely to recommend your business than others.
To promote your business on Nextdoor, you need to set up a business page. This will appear on the recommendations page for users, where they can find your business if they are looking for a specific type of product or service.
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Bluegrass billiards

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Internal applications, then our B2B based Bizapedia Pro API™ might be the answer for you.Ballard Ave. View Eric Baroffs profile on LinkedIn, the worlds largest professional community. Bluegrass Billiards is a business providing services in the field of Restaurant. If you are looking for something more than a web based search utility and need to automate company and officer searches from within your WHAT'S INCLUDED IN THE ADVANCED SEARCH FORM? Utilize our advanced search form to filter the search results by Company Name, City, State, Postal Code, Filing Jurisdiction, Entity Type, Registered Agent,įile Number, Filing Status, and Business Category. While logged in and authenticated, you will not be asked to solve any complicated Recaptcha V2 challenges. Bluegrass Bowling and Golf Supply has a large selection of. Connect with neighborhood businesses on Nextdoor. We provide our bowling customers with professional on-site measuring, fitting, and drilling services. 1 recommendation for Bluegrass Billiards from neighbors in Philadelphia, PA.
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Nextdoor Announces First API Partnership With Microsoft To Deliver Hyperlocal Neighborhood Content to Users
Nextdoor Announces First API Partnership With Microsoft To Deliver Hyperlocal Neighborhood Content to Users
Nextdoor , the neighborhood network, is partnering with Microsoft to display Nextdoor’s hyperlocal, neighbor-generated content directly within Microsoft properties including MSN and Microsoft Bing. This marks the first time a partner is using a Nextdoor-built API to fetch content and host on their site or app. Going forward, trending public posts from Nextdoor will be integrated directly into…

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Latest Facebook Updations
New Facebook updates are always in the works, which is to say there are always new opportunities for your brand to get ahead of its competitors.
October 2020 Facebook Updates
1)Facebook Shops introduces discount feature
If you’re a Facebook Shops owner, you can now offer deals to buyers as they pursue your digital storefront.
Put individual products on sale, create automatic discounts for qualifying orders, or activate promo codes. Discounts can also be applied to your entire store or specific collections.
Whatever sweet savings you’re offering, you can let your customers know by adding a banner to your shop.
For now, discount features are only available for shops in the U.S., but if they hit it off, expect the same functionality in Shops worldwide soon.

2)Facebook Messenger API now supports Instagram messaging
With this update to the messenger API, businesses can now integrate Instagram messaging with a variety of apps to more efficiently connect with customers. Facebook Shops messaging features are available on this API update, too.
Messages sent by customers through Instagram profiles, Stories, or Shops can now all be accessed (and responded to) on a single platform. It’s another step Facebook is taking to pull its range of communication tools under one umbrella.
3)New way to connect Groups and brands for collaboration
A community of people united around a cause can be a great thing .But a community of people united around a cause who are also getting swag or support from brands? Even better!
Facebook is trying to make this very thing happen by expanding its Brand Collabs Manager to include Public Groups. It’s like FB is playing matchmaker, connecting brands with communities that could be a good fit.
The Brand Collabs tool has been active since 2018, but has previously only been used to connect brands with creators and public figures for paid product placement.
This recent update expands the potential pool of collaborators now to Public Groups as well. Group admins will have the opportunity to earn money for creating branded content.

4)Facebook’s prediction platform Forecast is now available in Canada and U.S.
In these uncertain times, it’s sort of soothing to hear that Facebook has announced that it can predict the future.
Well, at least that its users can predict the future, anyways.
Forecast , Facebook’s new crowd-sourced predictions platform, allows users to collect responses to questions relating to topics like business, sports, and (of course) politics, among others.
The platform is built around what Facebook calls “a prediction market”: people can use virtual points to trade on future outcomes. The hope is this will be a place for measured and respectful conversation, but this is the internet, so who knows.
Forecast launched in beta this spring, and now is available to anyone in Canada or the U.S. via the app or website.
5)Vanish mode available on Facebook Messenger
Since Snapchat pioneered the now-you-see-it-now-you-don’t disappearing message back in 2012, Facebook has been dabbling with its own take on the technology.
Now, with Vanish Mode on Messenger, these automatically disappearing messages are easily accessible. Send a message in Vanish Mode and it will self-destruct (so to speak) after its view for maximum privacy.
Other additions to Facebook Messenger’s toolkit include new color gradients for your chat backdrop and custom emoji reactions.
6)Facebook Neighborhoods is in the works
A limited test of Facebook’s new hyper-local neighborhood groups feature—branded, simply enough, Neighborhood Groups—rolled out in Calgary, Alberta, Canada this month.
Its functionality is similar to that of Nextdoor, a social network designed specifically to connect local residents for community building and safety
The goal is to connect geographic communities in a dedicated space online. If you happen to live in Calgary, you’ll find access to your Neighborhood Group under “menu” on the Facebook app. (Although there, it’s of course called Neighbourhood.)
These groups are automatically generated, and do not have local admins. You’ll need to share your location data in order to find your Neighborhood. Facebook will then suggest the nearest Neighborhood to join, alongside a few other local options.
You can invite other neighbors to join as well. If you post in a Neighborhood group, other users will be able to see a specific, Neighborhood version of your profile, protecting your privacy a bit. (You can change visibility in your settings.)
7)Facebook introduces Oversight Board
Should your content be removed from Facebook for reasons you feel are unfair, you can now appeal to a board of real live humans.
Facebook’s new Oversight Board is a global body of independent experts who will make binding decisions on select disputes. It’s like the Supreme Court, but for your social media.
As much as Facebook scrambles to keep clear, updated guidelines in an ever-changing world, not everything is black and white. The goal of this Board is to take decision-making about free speech and safety out of Facebook’s hands in extreme cases.
The Board will make binding, independent decisions on individual pieces of questionable content.
To have your case reviewed by the Board, you’ll first need to exhaust all the existing appeal options on Facebook.
At that point, you’ll be issued an Oversight Board Reference ID in your Support Inbox, which you can then enter on the Oversight Board website. Here, you can also share a statement about why you’re contesting Facebook’s decision.
https://transorze.com/
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This startup just raised $12 million from top VCs to offer financial planning as an employee perk
Companies increasingly recognize that one of the greatest stresses for their employees is financial wellness. Even at innovative tech startups, people typically bump up against the limits of how much they know about wealth management pretty fast.
But providing financial education to a workforce, which has become increasingly common, is largely useless as most employees will tell you. The information can be hard to navigate, and it’s often not personalized in a way that addresses an employee’s circumstance and goals, which change over time depending on whether they are a recent graduate, getting married, or even eyeing retirement. It’s why so many employed people look to outside apps that promise to help them to not only understand their financial picture but actually manage it.
It’s also a missed opportunity, according to a growing number of founders who are working to convince employers to move beyond education and instead offering automated financial planning (with a dash of human involvement) as an employee perk.
Their understandable argument: while offering benefits around fertility, family planning, and mental health are wonderful, companies are missing out on the chance to address the very top priority for their employees, which is how to avoid financial trouble.
Origin, a year-old San Francisco-based company led by Matt Watson — whose last company was acquired in December — is among the newest entrants to make the case.
Freshly backed by $12 million in funding led by Felicis Ventures, with participation from General Catalyst, Founders Fund, and early Stripe employee Lachy Groom, among others, Origin wants to become the place where employees can track financial milestones, get professional advice from licensed financial planners, and take action, whether it be paying down student debt, building emergency savings, or finding the right home and automative insurance.
Currently staffed by 32 employees, six are financial planners, and they can handle the unique circumstances of “mid thousands of people,” says Watson, who notes that after an employee initially sets up a plan, much can be automated until a life event changes the picture.
“If you use just the tech, you’re only getting limited information,” he says, adding that access to Origin’s planners is “unlimited.”
The company already has 15 customers with between 250 and 5,000 employees, including the social network NextDoor; the cloud communications and collaboration software platform Fuze; and Therabody, whose Theragun therapy tool is used by pro athletes and trainers to pulverize their aching muscles.
All are paying $6 per employee per month because it doesn’t matter how much employees are making, says Watson. “The thing about financial stress is that it impacts everyone pretty. evenly. The greater your income, the more stuff you buy.”
Considering that employees spend an estimated two to four hours each week dealing with their personal finances, an offering like Origin’s seems like a no-brainer for employers looking to both improve employee productivity and employee retention.
Indeed, the only thing holding back such offerings earlier in time were the kind of open banking APIs that exist today.
Now, the biggest challenge for Origin is to capture employers’ attention ahead of the competition. For example, another startup that’s also developing financial planning services as an employee per is Northstar, founded by Red Swan Ventures investor Will Peng. More established players like Betterment that have long catered to individual investors are also focusing more on building up ties to employers who can use their offerings as an employee resource.
Either way, the trend is a positive one for employees, who are right now living through an economic roller coaster and could more generally use a lot more help with both staying afloat and saving for the future.
“Everyone struggles with finances,” says Watson, who worked in high yield credit trading at Citi in New York before moving to San Francisco to start his last company. “I’m supposed to understand this stuff, and it’s complicated for me.”
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A Powerful Way To Integrate HubotWith Slack
Communication is not only an essential part of our human lives, but it is also crucial for integrating various technologies. For this purpose and also to sync various automation, Nextdoor uses messages.
How Nextdoor started using messaging for its operations?
It all started when Nextdoor decided to use chat functionalities for its slack operations. The things that then followed included setting up of a huge number of Webhooks and about 250 chat rooms were created for discussing various topics. The emo-fus have also improved and now SlackBot is being used for writing off witty responses. Although witty responses don’t bring in more productivity, it served as Slack-in tools which will help automate the tasks which humans were doing already.
Experts at the top private engineering colleges in Hyderabadsay that Nextdoor also owns a few tools for services and development that is not only hosted but also uploaded onto the cloud. You might also know that not all every service is compatible with the mobile interface and therefore the idea is to issue commands through Slack to ensure that the interface gap on mobile could be filled by messaging.
What are the developments made specifically for this project by the team of Nextdoor?
Let’s determine and explain every component of the Bot’s Stack to give the students of the best engineering colleges in Hyderabad a clear idea:
· Slack
It was not a new initiative of this project rather it was previously available as well, but the team decided to make the most of it owing to the excellent platform it offers for implementation. For starters, it enables bot users with a well-formatted API, and not just RichTextformat posts.
· Hubot
It already allows a Slack integration and therefore the task of developing new features in it becomes super easy through CoffeeScript. And to add new functionality, a user will simply have to add a new file in the directory.
· Redis
The data store of Redis acts as the brain of Hubot and for optimizing the management processes, a Redis instance is introduced in AWS Elasticache.
· Github Enterprise
The development for this process starts on Github enterprise and then the project will be open-sourced to github.com. Without impacting any other repo, the GHE paves the way for easy collaborating on numerous ad-hoc projects.
What are the integrations conducted for this project?
Some of the helpful actions done in this context are similar to Nextdoor and one of these is:
A neighbor works by passively listening to some of the chat rooms and it saves ‘annotations’ in Librato wherever it comes across the Librato hashtag.
The team says that the interface gap between the neighborhood operations team and the engineering operations team is continuously narrowing. Messaging has been successful in automating the operations and is available on all the platforms. When Slack is fused with Hubot it enables automating both atypical and typical workflows.
If you dream to make it big with Nextdoor, then you must start with enrolling with thefamous engineering colleges in Hyderabadto kick-start your career.
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Project release: AWS Okta Keyman
Available today; AWS Okta Keyman. This package is a fork of previous work by Nextdoor, Inc. that adds Duo Auth support and has other features already on the roadmap.
This package allows the user, who uses Okta with AWS today, to authenticate with Okta, use that to authenticate to AWS, and then pulls down temporary credentials (access key and secret key) for interacting with the AWS APIs. This allows for users to have access to AWS APIs without long-lived API keys stored on their dev systems. This helps protect the AWS resources as the keys are only valid for at most an hour so an unintended disclosure or leak has a very short window of risk before the keys become invalid. It also helps by enforcing the idea of continually rotating keys; not so different from what the on-box EC2 experience is like when using IAM Roles for EC2.
If you are using Okta to log in to AWS give it a try today; pip install aws-okta-keyman
The source is available under the Apache 2.0 license.
For more information: https://github.com/nathan-v/aws_okta_keyman
Project release: AWS Okta Keyman was originally published on Secure()
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Sentropy emerges from stealth with an AI platform to tackle online abuse, backed by $13M from Initialized and more
Online abuse in its many forms on social media is in the spotlight these days as it has never been before: not only can strong and hateful words be directly harmful to individuals, but their use fans the flames around hate groups and other extremists, fomenting even stronger (and often tragic) responses offline, too. Today, a startup called Sentropy that believes it has developed the most sophisticated, yet easy to implement, system yet to help identify, track and ultimately purge online abuse by way of its AI-based platform, is launching to take on the issue.
The idea behind Sentropy as much philosophical as it is technical: John Redgrave, the CEO who cofounded the startup Michele Banko, Taylor Rhyne, and Ethan Breder, said that it was about using what he and his cofounders knew about how to manipulate and “read” unstructured data, to apply it to online abuse, which finally, really needed to be taken seriously.
“Every week I was watching the impact that online conversations were having on the real world,” he said in an interview. “They were creating a lasting impact. There is a link between URL and IRL. For the younger generation, the difference between their digital and physical selves will be indistinguishable. That is powerful, but also problematic.”
The startup is coming out of stealth mode with $13 million in funding from a pretty illustrious list of backers — they include Alexis Ohanian, the co-founder of Reddit, his VC firm Initialized Capital, King River Capital, Horizons Ventures and Playground Global, founders and executives from Riot Games, Nextdoor, OpenAI, Twitch, Twitter, and a “former head of government” (whose name is not disclosed).
Although Sentropy is emerging into the open today, it’s actually been active for a while, working with a number of tech companies while in a private beta since June for the first of its products, an API-based abuse detection engine branded Defend. That is coming out as a generally available product, along with an out-of-the-box version called Detect. Redgrave would not disclose which tech companies it’s been working with so far, although it’s notable that until just this week, Ohanian still sat on the board of Reddit and would have been an obvious strategic connection into working with it, and of course Reddit is a prime example of the kind of platform that faces the kind of abuse that Sentropy is tackling.
“I’ve seen first-hand the difficulty of manually moderating online communities,” said Ohanian, in a statement. “The breadth and depth of this issue require serious resources and machine learning chops. Sentropy has built the tech that is much needed across social media communities. User safety has become a competitive differentiator for those willing to take a stand against abuse.”
Another reason Sentropy has likely had some early and strong interest in its product is because of the track record of the founders. Their previous company, Lattice Data, was a specialist the larger general area of unstructured, dark data, albeit for different ends. It was acquired by Apple in 2017, with several on the current team going on to work there after the sale. Redgrave said that the idea of tackling online abuse as an unstructured data problem was something that they had actually started to identify while Lattice was still a startup, although it was not something that they developed there.
Sentropy is sold both as an API-based product for developers to implement and customise and as one that can be used out of the box to manage communities online, respectively branded Detect and Defend. Both implementations today are based on providing tools to humans to ultimately make moderation decisions for their respective platforms, although over time there could be a service added in that will automate more of the work.
There are a number of problems today when dealing with online abuse and the task of trying to stem and moderate it, Redgrave pointed out. The sheer volume of comments on popular sites makes the task of human triage very complicated an practically insurmountable (and potentially harmful in its own right) task. Meanwhile, a lot of the current systems for automating and flagging keywords and phrases are often not sophisticated enough to catch the right things. This leads to a small dent in the problem, but in actual fact some 75% of online harassment goes unreported, the company said, citing Pew Research.
Rhyne said that the “brain” that underpins the service was built by ingesting many, many pages of conversations from across the open web, the grey web and the dark web. As you would expect with an AI system, Sentropy also “learns” how specific customers use it to adapt to them. In turn, those learnings are also fed into the bigger brain to continue teaching it as well. (The way that Sentropy has parsed all that data to make its own reading of it more “intelligent” is of course the secret sauce here.)
There are a lot of questions and untapped areas that will likely need to be addressed over time, even with the headway it’s making here. For one, Sentropy is making its start by focusing on text. For now, there is no product that parses audio or video content, which would need to today be run through a transcriber in order to be “read” by Sentropy’s algorithms. Over time, given the prevalence of video apps and the popularity of sites like YouTube and video on other platforms like Facebook, this is an area it will have to reckon with.
Similarly, there are question marks still over how much customising a site might want to make around certain terminology and how and if that might be abused at some point. Rhyne notes that for now, Sentropy decides the terms so it can’t itself be abused and used as a tool of political censorship, as one example. It raises interesting questions, of course, about what is universally “right” and “wrong.”
“We do have a choice of who our customers are,” said Redrave. “It’s not open source technology, and they have to interact with us and we will learn specific use cases.”
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