Install Plotly R

If you prefer to have conda plus over 720 open source packages, install Anaconda. In this book, you'll gain insight and practical skills for creating interactive and dynamic web graphics for data analysis from R. Updating R will solve the problem. Using Plotly Dash¶ Faculty supports building Plotly Dash applications. 1, switch to the Start screen and type command or cmd. Thanks for this course. Create interactive D3. ly/r and https://plot. Once you install R, you should have R. There is an install_github function to install R packages hosted on GitHub in the devtools package. Lots of new examples and documentation of plotly’s ability to link views client-side as well as server-side with shiny. Even though it is possible to install Python from their homepage, we highly recommend using Anaconda which is an open source distribution of the Python and R programming languages for large-scale data processing, predictive analytics, and scientific computing, that aims to simplify package management and deployment. In this post, we'll show how it works for ggplot2 and R. 1 And, even when conversion from ggplot2 to plotly ‘works’ it can leave some things to be desired. Sign-up and Install (more in documentation) From within the R console:. Copy and paste this R code to make your first plot. Plotly is R package for creating interactive web-based graphs via plotly's JavaScript graphing library, plotly. Once you install R, you should have R. Download and install plotly. The folder data contains a csv and an rds file which might be nessesary for the application (cleaned data set, for example). The R interface to TensorFlow lets you work productively using the high-level Keras and Estimator APIs, and when you need more control provides full access to the core TensorFlow API:. packages("plotly") There is a binary version available but the source version is later: binary source needs_compilation. Below, notice how you can quickly create a dygraph interactive plot. Method 2: plotly. Hi Damian, i can install other libraries from Anaconda. Graphs are saved inside your online Plotly account. Bind your local data, and immediately create your chart, without leaving Excel. Guide and cheat sheet on analytics topics and techniques including R studio code examples CoolR: How to use Plotly charts in R - Analytics On Tap Analytics On Tap. This functionality provides a powerful way to build dynamic websites with multiple coordinated data views that share information with one another. Plotly in Python and R Notebooks. 0 or conda install -c plotly plotly==4. Let's see what we can do with the topographic data from Auckland's Maunga Whau Volcano that comes with R. Interactive Web frameworks in R. js which in turn is built on D3. @ghatfan99 I'm not familiar with the "httr" package, but looking up use_proxy(), I gather that the url argument should be your proxy IP (not the "plotly" repo). Viewed 6k times 0. My R session is copied below. js' inspired by the grammar of graphics. Install plotly r keyword after analyzing the system lists the list of keywords related and the list of websites with related content, in addition you can see which keywords most interested customers on the this website. A first Plotly ggplot2 plot. Dash is a Python framework for building analytical web apps in Python. org for more info Clicking on the…. It's too bad that the debian repo is not quite as up to date as CRAN. Method 2: plotly. Need help with R, plotly, data viz, and/or stats? Work with me!. Plotly in Python and R Notebooks. ly/r and https://plot. 1, switch to the Start screen and type command or cmd. packages("plotly") install. ly/api/ 。 如果你是Python用户,plotly不仅可以从原生的Python获得支持,如果你正在使用matplotlib,pandas等库,plotly也有专门为其量身定制的接口。. " "Good explanation, I have laready used two online tutorials on data -science and this one is more step by step, but it is good". Python packages in Raspbian which are compatible with Python 2. js dynamically generate axis tick labels? Dynamic ticks are useful for updating ticks in response to zoom/pan interactions; however, they can not always reproduce labels as they would appear in the static ggplot2 image. Plotly provides online graphing, analytics, and statistics tools for individuals and collaboration, as well as scientific graphing libraries for Python, R, MATLAB, Perl, Julia, Arduino, and REST. at "install R for the first time"). The syntax for Plotly is simple Plotly is compatible with ggplot2 on R. If you prefer to have conda plus over 720 open source packages, install Anaconda. Graphics for Clinical Trials Frank E Harrell Jr Vanderbilt Department of Biostatistics Office of Biostatistics FDA CDER DIA/FDA Statistics Forum, North Bethesda MD, 2017-04-24 In the never-ending quest to replace tables with graphics, new graphics solutions to common data display problems in clinical trials are becoming available. I have some scripts that use the plotly package that work in RStudio. Could someone help me. Install the extension; Open a Jupyter Notebook; Click Show Preview menu button from Editor/Title Menu. Plotly is an R package for creating interactive web-based graphs via the open source JavaScript graphing library plotly. Install the complete tidyverse with: install. js' Create interactive web graphics from 'ggplot2' graphs and/or a custom interface to the (MIT-licensed) JavaScript library 'plotly. Recently been using Plotly for R to generate graphs and plots for my dissertation. Importing Data. packages("devtools") # so we can install from GitHub devtools::install_github("ropensci/plotly") # plotly is part of rOpenSci. Plotly is R package for creating interactive web-based graphs via plotly's JavaScript graphing library, plotly. Instead of letting pip compile the C core for you, you can install Homebrew and the igraph formula. This is where Plotly's dashboards, reports, and presentations come in — to bridge the gap between what your creation looks and feels like, and how it works. Plotly provides online graphing, analytics, and statistics tools for individuals and collaboration, as well as scientific graphing libraries for Python , R , MATLAB , Perl , Julia , Arduino , and REST. A Helpful Way to Install R Packages Hosted on GitHub Koji MAKIYAMA (@hoxo_m) 2018-02-19 Abstract. ly/r/ Plotly allows you to easily translate your ggplot2 graphics to an interactive web-based version, and also provides bindings to the plotly. Brand new to Python, interested in learning plotly. When all done, start a new application in the project via django-admin startapp graphs. 0 is now on CRAN! Go ahead and install it with: install. Hi there, For help with your Plotly On-premise account please contact your On-premise representative (the instructions will likely be different than general community questions, for example you must complete the Special Instructions for On-Prem getting started step). Plotly is now on CRAN!. If you recently upgraded R >> you >> the newly installed R may not have all the packages that were installed in >> the version that you last used. Before you begin with this guide, install. To do anything with Plotly in R, it is necessary to use the plotly R package, which is available from rOpenSci’s repository on GitHub. org and download the latest version of Python 3. Ask Question Asked 2 years, 4 months ago. Method 2: npm. Installing NumPy ¶ In most use cases the best way to install NumPy on your system is by using a pre-built package for your operating system. Includes comparison with ggplot2 for R. ly/r/), which is essentially a language-agnostic how-to guide for learning plotly. Figure 2: Graph with a tted polynomial surface (line) Plotly was designed with a pipeable interface in mind, so you can also use the %>% operator to modify your plots: Furthermore, plot ly(), add trace(), and layout(), all accept a data frame as their rst argument and output a data frame. Corrly is a Data Visualization Package For All Types of Correlation Charts using Plotly Package. js with some additional abstractions to help reduce typing. data("faithful") r. Brand new to Python, interested in learning plotly. Plotly is a social graphing and analytics platform. As the maintainer of the R package plotly, I'm certainly aware that ggplotly() is not perfect. ly offers the best open source JS library for creating charts, graphs, heatmaps, etc. Install the packages from github using following commands and load the quanstrat library:. (base) C:\Users>conda install requests Collecting package metadata: done. No plot displayed with plotly in shiny. When R starts it will >> load >> a ". Coming from a VBA background, I think of pip as allowing me to load excel add-ins (. You can use ggplot2, Plotly's R API, and Plotly's web app to make and share interactive plots. We're working on a project called Plotly aimed at solving this problem. * koolplot and its source code come without any licencing restriction. For example, run npm install plotly. Jupyter Widget Support: A new Jupyter widget class, plotly. Leila Etaati shows how to use Plotly to generate interactive R charts in Power BI:. 0 When installing software, PIP might up-or downgrade some modules as needed The could cause problems, as modules Install R packages from CRAN. If you have conda installed, you can easily install Orca from the plotly conda channel using: $ conda install -c plotly plotly-orca which makes the orca executable available on the path of current conda environment. Includes comparison with ggplot2 for R. The simple features standards were recently implemented in R with the sf package, and that's made GIS work in R a lot, well, simpler. js Can use data frames and matrices. js and copy into it the code below. 10/04/2019; 2 minutes to read; In this article. Plotly lets users easily create interactive charts and dashboards to share online with their audience. Let’s make a plot from the ggplot2 cheatsheet. To use Plotly, install the Plotly PyPI package and attach it to your cluster. pip install plotly is an easy way to install the latest stable package for Plotly from PyPi. HTML widgets can be used at the R console as well as embedded in R Markdown reports and Shiny web applications. Starting in v1. My new package, idbr, is an R interface to the United States Census Bureau’s International Data Base API. Let's look at what all is new in this release. ly) import plotly. By reading from start to finish, readers new to R and plotly should be able to get up and running fairly quickly. My R session is copied below. I tried Export and it works, also I install install. Installing plotly. You may already be familiar with existing plotly documentation (e. As such, it must be installed first using the devtools package with the command install_github("ropensci/plotly"). packages(plotly) but I keep getting. packages("mapproj") install. After running the code, the URL for your hosted plotly chart will pop up and voila, you have a hosted plotly graph! You can send it off to friends and colleagues or you can embed it into a website like I did! THANK YOU. WithLegend adds the legend that annotates the individual chart series. In addition to the widgets featured below you may also want to check out the htmlwidgets gallery. Anaconda is the standard platform for Python data science, leading in open source innovation for machine learning. jupyterlab/plotly-extension. When all done, start a new application in the project via django-admin startapp graphs. py 2019-07-16: chart-studio: public: Utilities for interfacing with plotly's Chart Studio 2019-07-16: plotlylab. Install and load the latest version of plotly package. packages("plotly"). Plotly gives you the tools and examples to make beautiful dashboards and reports, even if you're not trained in design. Installing Python. This plugin utilizes Plotly js library to render a 3D surface of the bed’s reported mesh on a tab within OctoPrint. A bar graph of a qualitative data sample consists of vertical parallel bars that shows the frequency distribution graphically. Graphics for Clinical Trials Frank E Harrell Jr Vanderbilt Department of Biostatistics Office of Biostatistics FDA CDER DIA/FDA Statistics Forum, North Bethesda MD, 2017-04-24 In the never-ending quest to replace tables with graphics, new graphics solutions to common data display problems in clinical trials are becoming available. Plotly; Note that all of these are already pre-installed on Kyso's workspaces if you would like to launch your app from Kyso! pip install dash==0. So the first step is to update to the current version of R (R-3. Let’s Spread the Word about R-exercises! If you enjoy our free exercises, we’d like to ask you a small favor: Please help us spread the word about R-exercises. Lots of new examples and documentation of plotly’s ability to link views client-side as well as server-side with shiny. For Python try these installation instructions to get started. Installing Python Modules¶ Email. This is optional, Plotly can be used offline. Rohit Sahu Recommended for you. Dygraph is a powerful and easy to use interactive time series plot generator. Offline plotting has two options: Use plotly. Let’s make a plot from the ggplot2 cheatsheet. The “prefix scheme” is useful when you wish to use one Python installation to perform the build/install (i. They are extracted from open source Python projects. A place to easily analyze data together. The plotly code utilizes the RopenSci plotly packages - check them out!. Hey Lanre, Thank you. 特别说明的是:Plotly需要注册之后,并将注册名与密码放入代码里才能使用。 在Python使用plotly,首先要安装plotly库,在Plotly——getting start里有说明: 安装方法. packages("plotly"). Graphics for Clinical Trials Frank E Harrell Jr Vanderbilt Department of Biostatistics Office of Biostatistics FDA CDER DIA/FDA Statistics Forum, North Bethesda MD, 2017-04-24 In the never-ending quest to replace tables with graphics, new graphics solutions to common data display problems in clinical trials are becoming available. packages("rjson") Input Data. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib. 7m 27s Create interactive stacked bar charts. Using plotly as a gallery for you R data visualization portfolio. The current version of the WinBGIm library from Colorado University is required to be able to use and compile koolplot. Plotly R Open Source Graphing Library. py 2019-08-07: plotly-geo: public: geo shape files for use with plotly. Plotly graphs are fairly customizable, and (by default) have a variety of interactive methods with each chart (i. The syntax for Plotly is simple Plotly is compatible with ggplot2 on R. You may already be familiar with existing plotly documentation (e. init_notebook_mode (). Plotly + Arduino Data Visualization: Plot. js' Create interactive web graphics from 'ggplot2' graphs and/or a custom interface to the (MIT-licensed) JavaScript library 'plotly. Install R Revise how to install R, as previously discussed here and here. 0 today with pip install plotly (or pip install plotly --upgrade if you've installed the Plotly Python library in the past). The combination of Pyth on s cien tifi c st ac k, Jupyter notebooks, and Docker makes it easy to deploy cloud data science services, see for instance Deploy IPython Notebooks With Docker On Bluemix In Minutes. For performance reasons, Hydrogen only looks for available kernels when it first starts. Azure Databricks supports Plotly 2. 0 (November 17, 2015), Plotly graphs are rendered locally through the htmlwidgets framework. In other words, if you know how to use ggplot, you can use plotly. For me, the directory is C:\Program Files\Microsoft\R Open\R-3. In this book, you'll gain insight and practical skills for creating interactive and dynamic web graphics for data analysis from R. py 2019-07-16: chart-studio: public: Utilities for interfacing with plotly's Chart Studio 2019-07-16: plotlylab. Below are some examples. Installation. Date time string has to convert to DateTime type first in order to be on non-bar plots such as scatter,. The plotly R libary contains the ggplotly function , which will convert ggplot2 figures into a Plotly object. Plotly: интерактивная графика для R и не только Plotly (plotly. Plotly is R package for creating interactive web-based graphs via plotly's JavaScript graphing library, plotly. Plotly is an R package for creating interactive web-based graphs via the open source JavaScript graphing library plotly. The syntax for Plotly is simple Plotly is compatible with ggplot2 on R. HTML widgets can be used at the R console as well as embedded in R Markdown reports and Shiny web applications. The plotly code utilizes the RopenSci plotly packages - check them out!. Then follow the instructions here to install pip. Install rjson Package. WithOptions specifies how the chart looks, Chart. Using an encrypted connection is strongly recommended as it provides much higher assurance that the code you are downloading is in fact from a legitimate CRAN mirror rather than from another server posing as one. library (plotly) library (htmltools). rMaps makes it easy to create, customize and share interactive maps from R, with a few lines of code. (诸如R Markdown文档,shiny apps,Rstudio的Viewer窗口或R命令中). In this R tutorial, we will learn some basic functions and learn to use the Plotly package in R to build scatterplots with the data from the highway mpg dataset. The function plotly_POST() allows you to post any plotly plot to your account. Since this site is primarily here to provide help in the use of IPython, and host discussions about current and future features, make sure that it is clear how comments are relevant to the original post or the previous comment. Plotly Charts provides you with a simple way of analyzing your spreadsheet data using Plotly interactive charts or to embed any existing Plotly chart into your PowerPoint presentation. I would like to welcome Chris Parmer of plot. I went through 3 unsuccessful installation attempts of plotly as root in the R prompt by install. In this article, one can learn from the generalized syntax for plotly in R and Python and follow the examples to get good grasp of possibilities for creating different plots using plotly. Real-time Graphing With the Raspberry Pi: Time for some Raspberry Pi + Plotly Streaming fun! Recently we completed an Instructable for visualizing temperature and humidity data using an Arduino and Plot. Après une mise à jour de R, il est possible que vous n’ayez plus accès, avec la nouvelle version de R, aux packages que vous aviez installés avec une version antérieure de R. 0 0 Create interactive web graphics from 'ggplot2' graphs and/or a custom interface to the (MIT-licensed) JavaScript library 'plotly. Learn more about using plotly in the online course Data Science and Machine Learning Bootcamp with R. Everyone interacting in the pip project’s codebases, issue trackers, chat rooms, and mailing lists is expected to follow the PyPA Code of Conduct. com , and some of these additions to plotly are in support of that new content. This post shows how you can use a line of best fit to explain college tuition, rats, turkeys, burritos, and the NHL draft. Install the extension; Open a Jupyter Notebook; Click Show Preview menu button from Editor/Title Menu. This is an excellent deep dive on ggplot. The graphs will be saved as html files to your current working directory and contain all of the necessary dependencies to render the plot within a browser offline. Seven Ways You Can Use A Linear, Polynomial, Gaussian, & Exponential Line Of Best Fit. Net - Duration: 19:11. However, it’s now possible to install packages from CRAN using encrypted HTTPS connections. This should be a command that expects either input to be piped to ‘ stdin ’ or to be given a single filename argument. Install Corrly. In any case, to solve the issue you should install Rcpp separately - e. We strongly encourage you to download the development versions of these packages from. 特别说明的是:Plotly需要注册之后,并将注册名与密码放入代码里才能使用。 在Python使用plotly,首先要安装plotly库,在Plotly——getting start里有说明: 安装方法. The Power BI Desktop has two variations for R packages: For R visuals, you can install any package, including custom R packages. For performance reasons, Hydrogen only looks for available kernels when it first starts. On the Viewer window I get the message: WebGL is not supported by your browser - visit https://get. Installing Packages in R. Updating R will solve the problem. Basic graphs have a distinctive look which may not be for everyone, but it's full-featured, relatively easy to. In the following exercises, we will look at the basic plots’ syntax and some basic features in the plotly functions. First we install and load the package. init_notebook_mode (). packages("plotly"). Example - Frequency Domain Data from a CSV File. 15 videos Play all R Plotly Tutorial | Plotly in R Abhinav Agrawal How to Install & Configure printer, Network Printer - Duration: 36:05. We're especially grateful for Tal's help and the chance to post. Programming in Visual Basic. py is a high-level, declarative charting library that includes over 30 chart types, including scientific charts, 3D graphs, statistical charts, SVG maps, financial charts, and more. Ask Question Asked 2 years, 4 months ago. packages("plotly") Or install the latest development version (on GitHub) via devtools: devtools::install_github("ropensci/plotly") Getting started Web-based ggplot2 graphics. Learn how to make this dendrogram heatmap in Python with Plotly. The aim of devtools is to make your life as a package developer easier by providing R functions that simplify many common tasks. Graphics for Clinical Trials Frank E Harrell Jr Vanderbilt Department of Biostatistics Office of Biostatistics FDA CDER DIA/FDA Statistics Forum, North Bethesda MD, 2017-04-24 In the never-ending quest to replace tables with graphics, new graphics solutions to common data display problems in clinical trials are becoming available. Plotly Offline Demo - Databricks. View graphs and interact with Plotly visualizations from within VS Code. Learn more. packages("quantmod") A Candlestick chart is frequently used in stocks, security, derivative or currency analysis to describe the price movement. In the last two posts (Part 1 and 2), I have explained the main process of creating the R custom Visual Packages in Power BI. R Markdown, Plot. Installation. I'm trying to install Rstudio server and shiny server in Raspberry Pi 3. The Plotly R package can now be used within nteract notebooks. plotly as py # to (this will render chart offline - on. It also provides various functions to visualize the data. You can find documentation relating to R and Plotly here: For general tips refer to Plotly's R cheat sheet found here. 0 is now on CRAN! Go ahead and upgrade via: install. A line or two of R code is all it takes to produce a D3 graphic or Leaflet map. It looks like you're using R 3. You can vote up the examples you like or vote down the ones you don't like. For Conda environments you can use the conda package manager. r / packages / r-plotly 4. Can you try manually installing the Plotly package directly in R using the install. 8 Colophon An online version of this book is available at https://plotly-r. packages("plotly") install. Installation. Azure Databricks supports Plotly 2. Quick Start. I’ve been writing quite a few dashboards these days with the flexdashboard package, and in that environment plotly interactive charts are more informative than static ones. txt file used as part of an automated build process for a PaaS application or a Docker image. When you are conducting an exploratory analysis of time-series data, you'll need to identify trends while ignoring random fluctuations in your data. plotly: None: An interactive JavaScript-based visualization library for Python 2019-10-18: plotly_express: public: Plotly Express - a high level wrapper for Plotly. In our exercise files, there's a file called example-charts. An Easy Way to Map Data in R with Plotly Published January 10, 2017 by Brian Sarnacki A couple of years ago, I wrote The complete n00bs guide to mapping in R , my first adventure into R. Plotly Beta: Collaborative Plotting with R. Need help with R, plotly, data viz, and/or stats? Work with me!. Software Engineer, RStudio. iplot() when working offline in a Jupyter Notebook. The XPlot library uses the F# |> operator to configure charts. org and download the latest version of Python 3. After running the code, the URL for your hosted plotly chart will pop up and voila, you have a hosted plotly graph! You can send it off to friends and colleagues or you can embed it into a website like I did! THANK YOU. Updating R will solve the problem. Then follow the instructions here to install pip. io Find an R package R language docs Run R in your browser R Notebooks. Plotly is R package for creating interactive web-based graphs via plotly's JavaScript graphing library, plotly. You can vote up the examples you like or vote down the ones you don't like. Interactive custom Plotly visualizations are more flexible than Power BI visualizations in that you can transform the data using R before creating the visualization, so you have more options even for chart types that are available in Power BI. Learn to create interactive charts and dashboards with Python and Plotly. The syntax for Plotly is simple Plotly is compatible with ggplot2 on R. js' Create interactive web graphics from 'ggplot2' graphs and/or a custom interface to the (MIT-licensed) JavaScript library 'plotly. ly/r/ Plotly allows you to easily translate your ggplot2 graphics to an interactive web-based version, and also provides bindings to the plotly. plotly and cufflinks on windows. I managed to have plotly package in R studio. com/aagarw30/9281d07a454a. The plots below were generated using R code that harnesses the power of the ggplot2 and the plotly packages. :) Plotly is more than excellent, but I can´t. An Easy Way to Map Data in R with Plotly Published January 10, 2017 by Brian Sarnacki A couple of years ago, I wrote The complete n00bs guide to mapping in R , my first adventure into R. Corrly is a Data Visualization Package For All Types of Correlation Charts using Plotly Package. The goal is to be a platform for delightful, web-based, language-agnostic plotting and collaboration. This post is based on an interactive Notebook (click to view) she presented at the R User Conference on July 1st, 2014. 特别说明的是:Plotly需要注册之后,并将注册名与密码放入代码里才能使用。 在Python使用plotly,首先要安装plotly库,在Plotly——getting start里有说明: 安装方法. R can read JSON files using the rjson package. Example: Upload and Download Files with Plotly Dash¶. packages("plotly") command?I've also had some dependencies hang if attempting to install directly from Power BI Desktop on occasion. ly/api/ 。 如果你是Python用户,plotly不仅可以从原生的Python获得支持,如果你正在使用matplotlib,pandas等库,plotly也有专门为其量身定制的接口。. org for more info Clicking on the…. The Plotly API is an R package that you'll use to build interactive graphics. The most common use case for this is in a requirements. js, whereas https://plotly-r. The visitors to /r/IPython come from very different backgrounds and some even have little programming experience. My new package, idbr, is an R interface to the United States Census Bureau’s International Data Base API. Please report any bugs you encounter through the github issue tracker. View graphs and interact with Plotly visualizations from within VS Code. ly/r/), which is essentially a language-agnostic how-to guide for learning plotly. Plotly is very interactive charting library for R, Pyhton and couple of other data science related languages and helps producing very interactive charts in R. For additional examples, check out the Plotly Dash gallery and our own examples section. I feel the current tools ggnet2 and plotly may be insufficient, but I have not managed to completed the basic tests with plotly because I cannot get it installed. I installed plotly through R studio only and it is displaying samples properly. Plotly is a visualization software that recently open-sourced it's API to JavaScript, MatLab, Python, and R, making it quite valuable to learn. I am trying to install plotly library in R. The fastest way to obtain conda is to install Miniconda, a mini version of Anaconda that includes only conda and its dependencies. 1, switch to the Start screen and type command or cmd. Open a new Window in Python, and enter the code from the attached file. Microsoft provides a template for interactive R visuals that populates the project with a sample script and an interactive ggplotly visual. Go to your preferred site with resources on R, either within your university, the R community, or at work, and kindly ask the webmaster to add a link to www. Plotly provides online graphing, analytics, and statistics tools for individuals and collaboration, as well as scientific graphing libraries for Python , R , MATLAB , Perl , Julia , Arduino , and REST. sudo apt-get install r-cran-slam. Cela dépend en fait du répertoire d’installation des packages. ggplotly() function Converting ggplot objects into plotly objects Requires data frames 2. There are multiple ways to solve this common statistical problem in R by estimating trend lines. So it should also work in the cloud. https://plot. The package also includes several interactive visualizations for rule exploration. ly/r/ Plotly allows you to easily translate your ggplot2 graphics to an interactive web-based version, and also provides bindings to the plotly. The main advantage using it with Remi instead of matplotlib is the interactivity : you can hover/click on elements to trigger events (callbacks to Remi for example) or update graph data dynamically. install “Microsoft’s Open R” (which is an enhanced version of R by Microsoft). Most of these attributes work for other trace types as well, so learning an attribute once for a specific plot can pay off in other contexts as well. exe, a utility supplied with R. Learn more. in the cloud hate cloud) plotly. An R package for creating interactive web graphics via the open source JavaScript graphing library plotly. Since this site is primarily here to provide help in the use of IPython, and host discussions about current and future features, make sure that it is clear how comments are relevant to the original post or the previous comment. packages(plotly) but I keep getting. No plot displayed with plotly in shiny. Leila Etaati shows how to use Plotly to generate interactive R charts in Power BI:. The fact-checkers, whose work is more and more important for those who prefer facts over lies, police the line between fact and falsehood on a day-to-day basis, and do a great job. Today, my small contribution is to pass along a very good overview that reflects on one of Trump’s favorite overarching falsehoods. Namely: Trump describes an America in which everything was going down the tubes under  Obama, which is why we needed Trump to make America great again. And he claims that this project has come to fruition, with America setting records for prosperity under his leadership and guidance. “Obama bad; Trump good” is pretty much his analysis in all areas and measurement of U.S. activity, especially economically. Even if this were true, it would reflect poorly on Trump’s character, but it has the added problem of being false, a big lie made up of many small ones. Personally, I don’t assume that all economic measurements directly reflect the leadership of whoever occupies the Oval Office, nor am I smart enough to figure out what causes what in the economy. But the idea that presidents get the credit or the blame for the economy during their tenure is a political fact of life. Trump, in his adorable, immodest mendacity, not only claims credit for everything good that happens in the economy, but tells people, literally and specifically, that they have to vote for him even if they hate him, because without his guidance, their 401(k) accounts “will go down the tubes.” That would be offensive even if it were true, but it is utterly false. The stock market has been on a 10-year run of steady gains that began in 2009, the year Barack Obama was inaugurated. But why would anyone care about that? It’s only an unarguable, stubborn fact. Still, speaking of facts, there are so many measurements and indicators of how the economy is doing, that those not committed to an honest investigation can find evidence for whatever they want to believe. Trump and his most committed followers want to believe that everything was terrible under Barack Obama and great under Trump. That’s baloney. Anyone who believes that believes something false. And a series of charts and graphs published Monday in the Washington Post and explained by Economics Correspondent Heather Long provides the data that tells the tale. The details are complicated. Click through to the link above and you’ll learn much. But the overview is pretty simply this: The U.S. economy had a major meltdown in the last year of the George W. Bush presidency. Again, I’m not smart enough to know how much of this was Bush’s “fault.” But he had been in office for six years when the trouble started. So, if it’s ever reasonable to hold a president accountable for the performance of the economy, the timeline is bad for Bush. GDP growth went negative. Job growth fell sharply and then went negative. Median household income shrank. The Dow Jones Industrial Average dropped by more than 5,000 points! U.S. manufacturing output plunged, as did average home values, as did average hourly wages, as did measures of consumer confidence and most other indicators of economic health. (Backup for that is contained in the Post piece I linked to above.) Barack Obama inherited that mess of falling numbers, which continued during his first year in office, 2009, as he put in place policies designed to turn it around. By 2010, Obama’s second year, pretty much all of the negative numbers had turned positive. By the time Obama was up for reelection in 2012, all of them were headed in the right direction, which is certainly among the reasons voters gave him a second term by a solid (not landslide) margin. Basically, all of those good numbers continued throughout the second Obama term. The U.S. GDP, probably the single best measure of how the economy is doing, grew by 2.9 percent in 2015, which was Obama’s seventh year in office and was the best GDP growth number since before the crash of the late Bush years. GDP growth slowed to 1.6 percent in 2016, which may have been among the indicators that supported Trump’s campaign-year argument that everything was going to hell and only he could fix it. During the first year of Trump, GDP growth grew to 2.4 percent, which is decent but not great and anyway, a reasonable person would acknowledge that — to the degree that economic performance is to the credit or blame of the president — the performance in the first year of a new president is a mixture of the old and new policies. In Trump’s second year, 2018, the GDP grew 2.9 percent, equaling Obama’s best year, and so far in 2019, the growth rate has fallen to 2.1 percent, a mediocre number and a decline for which Trump presumably accepts no responsibility and blames either Nancy Pelosi, Ilhan Omar or, if he can swing it, Barack Obama. I suppose it’s natural for a president to want to take credit for everything good that happens on his (or someday her) watch, but not the blame for anything bad. Trump is more blatant about this than most. If we judge by his bad but remarkably steady approval ratings (today, according to the average maintained by 538.com, it’s 41.9 approval/ 53.7 disapproval) the pretty-good economy is not winning him new supporters, nor is his constant exaggeration of his accomplishments costing him many old ones). I already offered it above, but the full Washington Post workup of these numbers, and commentary/explanation by economics correspondent Heather Long, are here. On a related matter, if you care about what used to be called fiscal conservatism, which is the belief that federal debt and deficit matter, here’s a New York Times analysis, based on Congressional Budget Office data, suggesting that the annual budget deficit (that’s the amount the government borrows every year reflecting that amount by which federal spending exceeds revenues) which fell steadily during the Obama years, from a peak of $1.4 trillion at the beginning of the Obama administration, to $585 billion in 2016 (Obama’s last year in office), will be back up to $960 billion this fiscal year, and back over $1 trillion in 2020. (Here’s the New York Times piece detailing those numbers.) Trump is currently floating various tax cuts for the rich and the poor that will presumably worsen those projections, if passed. As the Times piece reported: