Services

Services

Curious About What We Do?

Check out our services below to learn more about how we’re making an impact in the cannabis industry. If you’re interested in our vision for the future, be sure to view our roadmap to see where we plan to take this exciting journey!

Raw Data

Raw Data Service: Comprehensive Cannabis Product Insights

Unlock Detailed Daily Data for Informed Decision Making

Our Raw Data Service offers three datasets, providing Canadian cannabis stakeholders with all the essential information about cannabis product reviews and discussions across the six major subreddits we monitor. This service is perfect for businesses and researchers seeking in-depth insights and real-time data to make informed decisions.

Brand Performance Dataset

Includes performance metrics for attention and engagement for each brand appearing across the six subreddits we track.

For $199 per data set, receive a comprehensive CSV export that includes the following variables:

  • Number of Reviews: Review count for each brand over the dataset.
  • Product Type: The type of cannabis product being discussed.
  • Product Category: Grouped product types by extraction or process.
  • Subreddit: The subreddit where the post was made.
  • URL: Direct link to the post images.
  • Number of Comments: Total comments on the post.
  • Trend Score: An indicator of the post's popularity and engagement.
  • Brand: The brand of the product mentioned.
  • Product Name: The specific product name.
  • Summary: A short summary of the review and sentiment.
  • Sentiment Bias: AI-determined sentiment bias of the post (positive, negative, neutral).
  • Sentiment Scale: A measure out of ten for the reviews' sentiment.
  • Upvote Ratio: The ratio of upvotes to total votes.

Review Author Dataset

Includes performance and frequency data about every Canadian cannabis reviewer on the six subreddits we track.

For $199 per data set, receive a comprehensive CSV export that includes the following variables:

  • Post Date: The date the review or post was published.
  • Post Title: The title of the post or review.
  • Product Type: The type of cannabis product being discussed.
  • Subreddit: The subreddit where the post was made.
  • URL: Direct link to the post images.
  • Author: Username of the post author.
  • Number of Posts by Author: Total posts over the dataset span.
  • Number of Comments: Total comments on the post.
  • Number of Crossposts: Number of subreddits the review was posted.
  • Trend Score: An indicator of the post's popularity and engagement.
  • Avg. Trend Score: Fixed average of trend score by reviewer.
  • Brand: The brand of the product mentioned.
  • Product Name: The specific product name.
  • Sentiment: Overall sentiment of the post.
  • Sentiment Bias: AI-determined sentiment bias of the post (positive, negative, neutral).
  • Sentiment Scale: A measure out of ten for the reviews' sentiment
  • Upvote Ratio: The ratio of upvotes to total votes.

Qualitative Data Set

Includes sensory, sentiment and effects data for cannabis products reviewed by the community.

For $239 per data set, receive a comprehensive CSV export that includes the following variables:

  • Post Date: The date the review or post was published.
  • Post Title: The title of the post or review.
  • Product Type: The type of cannabis product being discussed.
  • Product Category: Grouped product types by extraction or process.
  • Subreddit: The subreddit where the post was made.
  • URL: Direct link to the post images.
  • Author: Username of the post author.
  • Number of Comments: Total comments on the post.
  • Trend Score: An indicator of the post's popularity and engagement.
  • Brand: The brand of the product mentioned.
  • Product Name: The specific product name.
  • THC Percent: The THC content of the product.
  • Terpenes: Terpenes mentioned in the post.
  • Terpene Percent: The percentage of each terpene.
  • Price: The price of the product being discussed.
  • Weight: The weight or package size of the product.
  • Looks: Sensory analysis of the product's appearance.
  • Scent: Sensory analysis of the product's scent.
  • Taste: Sensory analysis of the product's taste.
  • Effects: Reported effects by the reviewer.
  • Summary: A short summary of the review and sentiment.
  • Sentiment: Overall sentiment of the post.
  • Sentiment Bias: AI-determined sentiment bias of the post (positive, negative, neutral).
  • Sentiment Scale: A measure out of ten for the reviews' sentiment
  • Upvote Ratio: The ratio of upvotes to total votes.
  • Keyword Analysis: Tracks presence of certain sensory keywords
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For Full Sample Data, check out our raw data page!
Raw Data
Below you’ll find our collection of CSV files containing analyzed cannabis market data from Canadian subreddits. These datasets are freely available for download and include our processed sentiment analysis, product information, and consumer engagement metrics. While these files are available for immediate download, we encourage you to reach out if

Live Performance Tracking

Introducing Our Sentiment Data Platform for Canadian Cannabis Products

We are excited to offer a cutting-edge data platform that tracks sentiment data for Canadian cannabis products across six distinct markets. Utilizing advanced language models, we funnel this data into a user-friendly platform called Metabase, where clients can access real-time insights through our seven live dashboards.

Current Beta Program:
As we are in the beta phase of our program, we are pleased to provide complimentary access to our dashboards. This is a unique opportunity for interested users to explore our data offerings. For those looking for a more tailored experience, we invite you to contact us for an account that allows you to create custom data searches and download insights.

Weekly Updates:
Our data is refreshed weekly, ensuring that you have access to the most current sentiment trends in the cannabis market.

Explore Our Dashboards:
Below is a list of the seven dashboards currently available, each designed to provide valuable insights into the cannabis industry:

Average Trend Score

An exploration of Trend Score on Bud Trendz with a breakdown into positive and negative sentiment.

LINK

Brand, Owner and Grower Outline

An outline of Brands, Owners and Growers in the Canadian Cannabis industry

LINK

Brands by Sentiment Bias

Percent of Total Trend Score Awarded by Sentiment Bias

LINK

Top 20 Brands By Trend Score

Top 20 Brands shown by average Trend Score with breakdowns into positive and negative sentiment. 

LINK

Top Posts

Top Ten Posts and Full Author List Filterable by Date and subreddit.

LINK

Top Reddit Authors

Top Authors on Reddit making more than one post in the past 30 days. Shows upvote ration and sentiment scale.

LINK

The top trending products regardless of product type, filterable by date and product type.

LINK

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We're looking for people to work with!

Contact us at data@budtrendz.com for a user account on our Metabase program

Check Out Our Roadmap

Wondering what we’re up to and why we’re passionate about this venture? Interested in our plans for the future? We invite you to check out our roadmap for the next four years!

Our roadmap outlines the processes we’re building, highlights the opportunities we see for cannabis stakeholders and investors, and details the exciting directions we aim to take our program once we secure funding.

While we’re currently focused on generating income through our data services, we have ambitious plans for reinvestment. Once we establish a steady revenue stream, we’ll enhance our platform to provide insights on pricing and availability across the market. This will empower consumers to discover what’s popular, what’s receiving positive reviews, and where to find the best deals.

Roadmap
Building an Authentic Cannabis Community: Goals and Initiatives Prototype Phase: 1. Development of AI Infrastructure and Trending Bud List Deployment: Building and deploying the AI infrastructure to support the Trending Bud List feature, enabling efficient processing of review data. 2. Expand Intake Source to Other Subreddits and Social Media Sources:

Explore our roadmap to see how we plan to make a meaningful impact in the cannabis industry!