evidence VS kuwala

Compare evidence vs kuwala and see what are their differences.

evidence

Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown (by evidence-dev)

kuwala

Kuwala is the no-code data platform for BI analysts and engineers enabling you to build powerful analytics workflows. We are set out to bring state-of-the-art data engineering tools you love, such as Airbyte, dbt, or Great Expectations together in one intuitive interface built with React Flow. In addition we provide third-party data into data science models and products with a focus on geospatial data. Currently, the following data connectors are available worldwide: a) High-resolution demographics data b) Point of Interests from Open Street Map c) Google Popular Times (by kuwala-io)
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evidence kuwala
44 33
3,175 755
11.2% 1.9%
10.0 0.0
about 5 hours ago over 1 year ago
JavaScript JavaScript
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

evidence

Posts with mentions or reviews of evidence. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-11.
  • SQLPage – Building a full web application with nothing but SQL queries [video]
    5 projects | news.ycombinator.com | 11 Mar 2024
    If you are a data analyst interested in making web apps, I might point you to my own OSS project, Evidence, which is a Static Site Generator for building reports and data apps with SQL and markdown.

    Repo (3K stars): https://github.com/evidence-dev/evidence

    Previous discussions on HN:

    https://news.ycombinator.com/item?id=28304781 - 91 comments

    5 projects | news.ycombinator.com | 11 Mar 2024
    It’s interesting to me how far you have pushed the SQL language in this framework, such that it truly is “SQL only”.

    The challenge as I see it with enabling analysts to build websites is that you need to build abstractions to get from familiar (SQL, yaml) - the language of analytics, to new (HTML, CSS, JS) - the language of the web browser

    As one of the maintainers of Evidence (https://evidence.dev), one of the things I’ve often considered is how accessible our syntax is to analysts. Our syntax combines SQL and Markdown, with MDX style components e.g.

    The are inherently webdev-ey, and I do think they put off potential users.

    On the flip-side, by adhering to web standards, you get extensibility out of the box, and working out what to do is just a Google search away.

    Anyway, thanks for the thought provoking piece.

  • Blazer: Business Intelligence Made Simple
    4 projects | news.ycombinator.com | 27 Feb 2024
    Dataclips was my first experiences writing SQL.

    Writing code was a markedly better DX that building dashboards in Tableau, which is why I'm now working on https://evidence.dev - a SSG for creating data from SQL and markdown

    Previous HN discussions:

  • Is Tableau Dead?
    3 projects | news.ycombinator.com | 26 Feb 2024
    I'm one of the founders of Evidence (https://evidence.dev) - would be great to hear about your experience. Reaching out now!
  • Apache Superset
    14 projects | news.ycombinator.com | 26 Feb 2024
    Full fledged BI tools like Superset and Metabase are amazing for their intended use cases.

    But they may be an overkill if your primary use case is to infrequently build semi-interactive reports for non-technical end-users and your use cases are are mostly covered by standard graphs & tables. Esp. so if you are familiar with SQL and have access to the underlying data source. Two nifty utilities I have found to be very useful for latter kind of use cases are SQLPage and Evidence.

    They make it very convenient to whip out some SQL and convert that to a neat professional looking web ui that can be forwarded to an end user. In case of Evidence it is a statically generated site, and in case of SQLPage it is a web app that connects to a live database.

    SQLPage: https://sql.ophir.dev/

    Evidence: https://evidence.dev

    14 projects | news.ycombinator.com | 26 Feb 2024
    We use ECharts in our open source BI tool (Evidence) and it's a great library. Has helped us build a declarative syntax for viz which can be version controlled (https://evidence.dev)
  • A love letter to Apache Echarts
    6 projects | news.ycombinator.com | 18 Feb 2024
    We used ECharts to build our charting library at Evidence and it’s been a great experience overall (https://evidence.dev).

    We started with D3 and a few other tools, but felt that we get a lot more out of the box with ECharts, like interactivity and an events API. ECharts is also a lot more extensible than people give it credit for.

    If anyone is curious, we documented the process of selecting a charting library after assessing several options: https://github.com/evidence-dev/evidence/issues/136

  • Observable 2.0, a static site generator for data apps
    17 projects | news.ycombinator.com | 15 Feb 2024
    The new direction seems very similar to what evidence has been doing for a while

    https://evidence.dev

  • PRQL as a DuckDB Extension
    3 projects | news.ycombinator.com | 25 Jan 2024
    I'm quite excited about this, and would also love to have it distributed as an NPM package.

    I work on an OSS web framework for reporting/ decision support applications (https://github.com/evidence-dev/evidence), and we use WASM duckDB as our query engine. Several folks have asked for PRQL support, and this looks like it could be a pretty seamless way to add it.

  • Nota is a language for writing documents, like academic papers and blog posts
    14 projects | news.ycombinator.com | 19 Oct 2023
    > Not sure the language you choose matters as much as making the API usable by a wide audience.

    Fully agree with this, and having typeset my masters thesis and later my resume using LaTeX, I think that the “authoring experience” is 100% the place to focus on improving.

    If you’re interested in the “markup to document publishing” space, you might also be interested in the open-source report publishing tool I’m now working on, Evidence (https://github.com/evidence-dev/evidence)

    It’s similarly based on markdown, though uses code fences to execute code, HTML style tags for charts and components, and {…} for JavaScript, i.e.

    ---

kuwala

Posts with mentions or reviews of kuwala. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-15.
  • What are the 5 hottest dbt Repositories one should star on GitHub 2022?
    4 projects | news.ycombinator.com | 15 Jun 2022
    What are the 5 hottest dbt Repositories one should star on Github 2022?

    dbt is a software framework that sits in the middle of the ELT process. It represents the transformative layer after loading data from an original source. Dbt combines SQL with software engineering principles.

    Here are my top5!

    - Lightdash (https://github.com/lightdash/lightdash): Lightdash converts dbt models and makes it possible to define and easily visualize additional metrics via a visual interface.

    - ⏎ re_data (https://github.com/re-data/re-data): Re-Data is an abstraction layer that helps users monitor dbt projects and their underlying data. For example, you get alerts when a test failed or a data anomaly occurs in a dbt project.

    - evidence (https://github.com/evidence-dev/evidence): Evidence is another tool for lightweight BI reporting. With Evidence, you can build simple reports in "medium style" using SQL queries and Markdown.

    - Kuwala (https://github.com/kuwala-io/kuwala): With Kuwala, a BI analyst can intuitively build advanced data workflows using a drag-drop interface on top of the modern data stack without coding. Behind the Scenes, the dbt models are generated so that a more experienced engineer can customize the pipelines at any time.

    - fal ai (https://github.com/fal-ai/fal): Fal helps to run Python scripts directly from the dbt project. For example, you can load dbt models directly into the Python context which helps to apply Data Science libraries like SKlearn and Prophet in the dbt models.

  • What are the hottest dbt Repositories you should star on Github 2022? - Here are mine.
    5 projects | dev.to | 8 Jun 2022
    Kuwala ( https://github.com/kuwala-io/kuwala ) Kuwala is a data workspace that consolidates the Modern Data Stack and makes it usable for BI analysts and Engineers. Even though dbt is originally targeted at BI Analysts, dbt is mainly used by Engineers. This shifts a large amount of pipeline engineering effort to the IT department. With Kuwala, a BI analyst can intuitively build advanced data workflows using a drag-drop interface on top of the modern data stack without coding. Consequently, the BI Analyst can work more iteratively and maintain the complete workflow from source to metrics in a dashboard. Under the hood and Behind the Scenes, the dbt models are generated so that a more experienced engineer can customize the pipelines at any time. In addition, engineers can easily convert dbt models into reusable “drag and drop” components.
  • What are your hottest dbt repositories in 2022 so far? Here are mine!
    5 projects | /r/dataengineering | 7 Jun 2022
    - 🧱 Kuwala: With Kuwala, a BI analyst can intuitively build advanced data workflows using a drag-drop interface on top of the modern data stack without coding. Behind the Scenes, the dbt models are generated so that a more experienced engineer can customize the pipelines at any time.
  • BECOME A PRODUCT DESIGNER & STRATEGIST AT KUWALA! (Intern / Working Student)
    2 projects | dev.to | 20 Oct 2021
    In 2020 data teams spent 79% of their time on data gathering and cleaning. The enormous amount of data and missing data talents lead to a huge failure rate of 85% in data science projects. Kuwala wants to provide a tool that combines the best open source projects in an UI that is easy to handle by analysts and flexible enough for engineers to adjust the tool to edge cases and internal needs. We believe in Open Source and so we are! Everything we do is published on our Github Repo: https://github.com/kuwala-io/kuwala or https://kuwala.io. And now we search you to help us to built out our hosted version of Kuwala.
  • Graph databases for data engineering
    2 projects | /r/dataengineering | 21 Jun 2021
    We're currently using it as a PoC to combine POI with population data. You can find it on our GitHub.
    2 projects | /r/dataengineering | 21 Jun 2021
    Yes, exactly. Looking at a graph schema is very intuitive. We're currently using Neo4j to model different POI sources (OSM, Google, etc.) with population and other sources. So trying to model real-world entities. E.g., you can express "this shop is in that shopping mall in this district where 3214 people between 14-25 are living." It's open-source on GitHub. Would be happy to get your feedback. :) https://github.com/kuwala-io/kuwala
  • [OC] High-Resolution Demographics Data (visualized for Malta but scalable worldwide)
    2 projects | /r/dataisbeautiful | 26 May 2021
    Also you can easily run it locally for any country you like. It's just a few commands: https://github.com/kuwala-io/kuwala/tree/master/kuwala-pipelines/population-density
    2 projects | /r/dataisbeautiful | 26 May 2021
  • ETL Pipeline for Gigabytes of Demographics Data
    3 projects | /r/dataengineering | 26 May 2021
    Here's the link to the README issue: https://github.com/kuwala-io/kuwala/issues/20
    3 projects | /r/dataengineering | 26 May 2021
    👾 https://github.com/kuwala-io/kuwala/tree/master/kuwala-pipelines/population-density 📖 https://medium.com/kuwala-io/querying-the-most-granular-demographics-dataset-62da16b441a8 💬 https://join.slack.com/t/kuwala-community/shared_invite/zt-l5b2yjfp-pXKFBjbnl7_P3nXtwca5ag

What are some alternatives?

When comparing evidence and kuwala you can also consider the following projects:

metriql - The metrics layer for your data. Join us at https://metriql.com/slack

superset - Apache Superset is a Data Visualization and Data Exploration Platform

uawardata - The data behind uawardata.com

mara-pipelines - A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow

Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

CKAN - CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.

streamlit - Streamlit — A faster way to build and share data apps.

re_data - re_data - fix data issues before your users & CEO would discover them 😊

lightdash - Open source BI for teams that move fast ⚡️

rmarkdown - Dynamic Documents for R