Summary: Creating Dashboards with Plotly and Dash

 

  • Dash is an Open-Source User Interface Python library for creating reactive, web-based applications.

  • It is easy to build Graphical User Interfaces using Dash as it abstracts all technologies required to make the applications.

  • There are two components of Dash: Core and HTML components.

  • The dash_core_components describe higher-level interactive components generated with JavaScript, HTML, and CSS through the React.js library.

  • The dash_html_components library has a component for every HTML tag.

  • A callback function is a python function that is automatically called by Dash whenever an input component's property changes.

  • The @app.callback decorator decorates the callback function in order to tell Dash to call it whenever there is a change in the input component value.

  • The callback function takes input and output components as parameters and performs operations to return the desired result for the output component.

Comments

Post a Comment

Popular posts from this blog

Cheat Sheet: Plotting with Matplotlib using Pandas

Image
  Cheat Sheet : Plotting with Matplotlib using Pandas Plot Type Description Pandas Function Example Visual Line Plot Shows trends and changes over time DataFrame.plot.line() DataFrame.plot(kind = ‘line’) df.plot(x=’year’, y=’sales’, kind=’line’) Area Plot Displays data series as filled areas, showing the relationship between them DataFrame.plot.area() DataFrame.plot(kind = ‘area’) df.plot(kind='area') Histogram Displays bars representing the data count in each interval/bin Series.plot.hist() Series.plot(kind = ‘hist’, bins = n) s.plot(kind='hist', bins=10) df[‘age’].plot(kind='hist', bins=10) Bar Chart Displays data using rectangular bars DataFrame.plot.bar() DataFrame.plot(kind = ‘bar’) df.plot(kind='bar') Pie Chart Displays data as a circular plot divided into slices, representing proportions or percentages of a whole Series.plot.pie() Series.plot(kind = ‘pie’) DataFrame.plot.pie(y, labels) DataFrame.plot(kind = ‘pie’) s.plot(kind='pie’,autopct=...
Read more

Common cybersecurity terminology

  As you’ve learned, cybersecurity (also known as security) is the practice of ensuring confidentiality, integrity, and availability of information by protecting networks, devices, people, and data from unauthorized access or criminal exploitation. In this reading, you’ll be introduced to some key terms used in the cybersecurity profession. Then, you’ll be provided with a resource that’s useful for staying informed about changes to cybersecurity terminology. Key cybersecurity terms and concepts There are many terms and concepts that are important for security professionals to know. Being familiar with them can help you better identify the threats that can harm organizations and people alike. A security analyst or cybersecurity analyst focuses on monitoring networks for breaches. They also help develop strategies to secure an organization and research information technology (IT) security trends to remain alert and informed about potential threats. Additionally, an analyst work...
Read more

Introduction to security frameworks and controls

  Imagine you're working as a security analyst and receive  multiple alerts about suspicious activity on the network.  You realize that you'll need to implement  additional security measures to keep  these alerts from becoming  serious incidents. But where do you start? Play video starting at ::17 and follow transcript 0:17 As an analyst, you'll start by identifying  your organization's critical assets and risks.  Then you'll implement  the necessary frameworks and controls. Play video starting at ::27 and follow transcript 0:27 In this video, we'll discuss how security professionals  use frameworks to continuously identify and manage risk.  We'll also cover how to use  security controls to manage or reduce specific risks. Play video starting at ::40 and follow transcript 0:40 Security frameworks are guidelines  used for building plans  to help mitigate risks and threats to data and privacy.  Security frameworks ...
Read more