Another interesting fact compared to today’s common flight experience was that passengers were allowed to smoke on board

Those times really showcase that the focus was on the passenger/customer, who was taken care of from departure until arrival by a handful of stewardesses. By the late 1970s, most airline companies had separated these luxury flights into separate classes in order to attract more customers at affordable prices.

Dash is the easiest way to build highly-scalable analytic web applications using pure Python, R, or Julia. It is downloaded over 350,000 times per month and is relied upon by hobbyists, researchers, and businesses to share data analysis and visualization results, and to operationalize machine learning and data science models.

Not only does Dash’s architecture make it possible for a single server to support many simultaneous users, it also makes it easy to horizontally scale an application across multiple servers using a load balancer like NGINX or Dash Enterprise Kubernetes.

Software errors across the world are so many that have built an economy themselves around bug hunting programs. Modern applications need to be tested thoroughly before getting sent to the final users. These apps also need to be flexible and adapt quickly to change, and the only way to do that is to have large test coverage of your source code.

While HoloViews can be used to create a large variety of visualizations, for Dash users it is particularly helpful for two use cases: Automatically linking selections across multiple plots and displaying large data sets using Datashader.

There’s great interest in this technology, yet not many developers are using it. But with the increasingly numerous company requiring it for their positions, this language can be a little gem for you in acing the next code interview and land a dream job.

HoloViews also provides a uniform interface to a variety of data structures, making it easy to start out by visualizing small pandas DataFrames and then scale up to GPU accelerated RAPIDS cudf DataFrames, or larger than memory Dask DataFrames.

In 2020, React is still the most used framework regarding JavaScript. At this point, its popularity can only grow more and more. You should learn it in 2021 if you simply want to see thousands of more — better paying — job openings for you.

Using CSS alone is now something out of fashion. The syntactic advantages introduced by technologies like SASS has taken over the way we write our frontends. So if you want to be more appetible for companies, show them that you are up-to-date with the latest standards by learning this technology.

For HoloViews users, Dash provides a new deployment technology with excellent scalability characteristics. In contrast to other technologies that can be used to deploy HoloViews dashboards (Bokeh, Panel, and Voila), Dash is unique in that it stores all user-level session data exclusively in the user’s web browser. This means that server memory requirements depend only on the app itself, and they do not increase linearly with the number of simultaneous users.

Two particularly powerful use cases are the ability to automatically link selections across multiple plots (also known as crossfiltering) and to display large datasets using Datashader. Both of these use cases can be implemented on top of pandas, Dask, or GPU accelerated cuDF DataFrames.

We’re happy to announce the release of Dash HoloViews. This collaboration between the HoloViews and Dash projects makes it possible to build certain classes of interactive Dash applications without the need to manually define any callbacks.

Those times really showcase that the focus was on the passenger/customer, who was taken care of from departure until arrival by a handful of stewardesses. By the late 1970s, most airline companies had separated these luxury flights into separate classes in order to attract more customers at affordable prices.

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this was actually used as a stamp on letters with wax in order to form a seal, however, history tells us that this is too advanced for the time. It is not just that, but the exquisite details on this rock of a human body and what is considered to be the Griffin warrior. Next to the artifact, researchers also found a skeleton which they think it might actually be the skeleton of the Griffin warrior.

HoloViews is an ambitious project that aims to provide a flexible grammar of visualization types and plot interactions. HoloViews specifications can be displayed using a variety of technologies, including Plotly’s Graphing Library and Dash.