Dynamically annotate graphs with Shiny

Below I present a simple way to automatically annotate plots through Shiny It occurred to me that labeling plots should be really easy to do with R-studio's swanky 'Shiny' add on. To test this I gathered some time series data from Wikipedia, added options for the number of points to be labelled, either by date or by view count. I also quickly added some custom labels. To test it, have a play with the app below. It's not very flexible; I've set it to only fetch data for December 2011, but the code is available here for anyone who wants to expand this feature.

The application may be tested here, or scroll down for an embedded version

By default it shows English language Wikipedia views for the Russian blogger Navalny. He emerged as one of the Russian protest movement leaders. The peaks in the graph correspond to the election on December 5th and the following street protests. There is also a peak in searches for Navalny after he was released from jail on December 20 2011.


The key part of the code is displayed below

94 comments:

  1. Embedded systems have great scope in future. There is a huge demand for embedded engineers and this the best way. The difficult part is gaining knowledge in various fields.
    Embedded course in Chennai | AWS Training Institutes in Chennai | AWS Training center in Chennai

    ReplyDelete
  2. Your good knowledge and kindness in playing with all the pieces were very useful. I don’t know what I would have done if I had not encountered such a step like this.
    python training in omr

    python training in annanagar | python training in chennai

    python training in marathahalli | python training in btm layout

    python training in rajaji nagar | python training in jayanagar


    ReplyDelete
  3. I found your blog while searching for the updates, I am happy to be here. Very useful content and also easily understandable providing.. Believe me I did wrote an post about tutorials for beginners with reference of your blog. 

    Data Science Training in Chennai
    Data science training in bangalore
    Data science online training
    Data science training in pune
    Data science training in kalyan nagar
    selenium training in chennai

    ReplyDelete
  4. Useful information.I am actual blessed to read this article.thanks for giving us this advantageous information.I acknowledge this post.and I would like bookmark this post.Thanks
    python online training
    python training in OMR
    python training in tambaram

    ReplyDelete
  5. Hey, would you mind if I share your blog with my twitter group? There’s a lot of folks that I think would enjoy your content. Please let me know. Thank you.
    fire and safety course in chennai

    ReplyDelete
  6. Very well great blog post. This is a wonderful article, Given so much info in it, keep sharing.


    ExcelR Data Science Course Bangalore

    ReplyDelete
  7. I was surfing net and fortunately came across this site and found very interesting stuff here. Its really fun to read. I enjoyed a lot. Thanks for sharing this wonderful information.
    AI learning course malaysia

    ReplyDelete
  8. It is perfect time to make some plans for the future and it is time to be happy. I’ve read this post and if I could I desire to suggest you few interesting things or tips. Perhaps you could write next articles referring to this article. I want to read more things about it!




    DATA SCIENCE COURSE MALAYSIA

    ReplyDelete
  9. wow, great, I was wondering how to cure acne naturally. and found your site by google, learned a lot, now i’m a bit clear. I’ve bookmark your site and also add rss. keep us updated.

    Data Science Course Malaysia

    ReplyDelete
  10. Home Mart is a site about Home Improvement, Furniture, Home Appliances and many more.
    Check out the best
    furniture nz
    furniture sale
    Dog Cages
    bedroom furniture nz

    ReplyDelete
  11. This comment has been removed by the author.

    ReplyDelete
  12. Usually I never comment on blogs but your article is so convincing that I never stop myself to say something about it. You’re doing a great job, Keep it up.
    Machine Learning Training In Hyderabad

    ReplyDelete
  13. Good post. You are explain basics of data science I have learn more from yourblog
    Data Science Training In Hyderabad

    ReplyDelete
  14. I like viewing web sites which comprehend the price of delivering the excellent useful resource free of charge. I truly adored reading your posting. Thank you!
    data analytics courses mumbai

    ReplyDelete
  15. This is the information that ive been looking for. Great insights & you have explained it really well. Thank you & looking forward for more of such valuable updates.
    Artificial Intelligence Training In Hyderabad

    Artificial Intelligence Course In Hyderabad

    ReplyDelete
  16. I like viewing web sites which comprehend the price of delivering the excellent useful resource free of charge. I truly adored reading your posting. Thank you!
    best data analytics courses in mumbai

    ReplyDelete
  17. I was very pleased to find this site. I want to thank you for this great content!! I enjoyed every little bit of it and I have you bookmarked to check out new stuff you post
    Selenium Training in chennai | Selenium Training in anna nagar | Selenium Training in omr | Selenium Training in porur | Selenium Training in tambaram | Selenium Training in velachery


    ReplyDelete
  18. Great post i must say and thanks for the information.
    Data Science Course in Hyderabad

    ReplyDelete

  19. This post is really helpful for us. I certainly love this website, keep on it.
    Data Science Course in Hyderabad

    ReplyDelete
  20. Avail Best Data Science Course in Bangalore and Kick Start Your Career as a Successful Data Scientist in Bangalore within 4 months. Data Science Course in Bangalore | Data Scientist Training in Bangalore with Placements. Learn the advanced data science course concepts and get your skills upgraded from the pioneers in Data Science.
    Online Data Science Course in Bangalore

    ReplyDelete
  21. Nice post. By reading your blog, i get inspired and this provides some useful information. Thank you for posting this exclusive post for our vision.
    acte reviews

    acte velachery reviews

    acte tambaram reviews

    acte anna nagar reviews

    acte porur reviews

    acte omr reviews

    acte chennai reviews

    acte student reviews

    ReplyDelete
  22. Thanks for sharing great information. I like your blog and highly recommendData Science Training in Hyderabad

    ReplyDelete
  23. This is a wonderful article, Given so much info in it, These type of articles keeps the users interest in the website, and keep on sharing more ... good luck.

    Simple Linear Regression

    Correlation vs Covariance

    Simple Linear Regression

    Correlation vs covariance

    KNN Algorithm

    ReplyDelete
  24. <a href="https://www.excelr.com/business-analytics-training-in-pune/”> Business Analytics Courses</a>
    It is perfect time to make some plans for the future and it is time to be happy. I’ve read this post and if I could I desire to suggest you few interesting things or tips. Perhaps you could write next articles referring to this article. I want to read more things about it!

    ReplyDelete
  25. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.data science courses

    ReplyDelete
  26. wonderful article. I would like to thank you for the efforts you had made for writing this awesome article. This article resolved my all queries. data science courses

    ReplyDelete
  27. I will really appreciate the writer's choice for choosing this excellent article appropriate to my matter.Here is deep description about the article matter which helped me more.
    data science course in Hyderabad

    ReplyDelete
  28. Really impressed! Everything is very open and very clear clarification of issues. It contains truly facts. Your website is very valuable. Thanks for sharing.
    https://360digitmg.com/data-science-course-training-in-hyderabad

    ReplyDelete
  29. I recently came across your article and have been reading along. I want to express my admiration of your writing skill and ability to make readers read from the beginning to the end. I would like to read newer posts and to share my thoughts with you.
    data science training in Hyderabad

    ReplyDelete
  30. Very Informative blog,keep posting these type of blogs
    join 360digiTMG for best Data Science course
    Data science course

    ReplyDelete
  31. Wonderful blog. I delighted in perusing your articles. This is genuinely an incredible perused for me. I have bookmarked it and I am anticipating perusing new articles. Keep doing awesome!
    data analytics courses in hyderabad with placements

    ReplyDelete
  32. Nice blog and impressive. Useful information for many people. Keep sharing more blogs with us. Thank you.
    Data Science Training in Hyderabad

    ReplyDelete
  33. Great tips and very easy to understand. This will definitely be very useful for me when I get a chance to start my blog.
    data scientist course in hyderabad

    ReplyDelete
  34. 360DigiTMG, the top-rated organisation among the most prestigious industries around the world, is an educational destination for those looking to pursue their dreams around the globe. The company is changing careers of many people through constant improvement, 360DigiTMG provides an outstanding learning experience and distinguishes itself from the pack. 360DigiTMG is a prominent global presence by offering world-class training. Its main office is in India and subsidiaries across Malaysia, USA, East Asia, Australia, Uk, Netherlands, and the Middle East.

    ReplyDelete
  35. This article is spot on! It provides just the right amount of detail without being overwhelming, and the tips are incredibly practical. I’m sure it will be a great resource for many. Thanks for writing this.
    Data Analytics Courses in Delhi

    ReplyDelete
  36. Great job on showcasing how to dynamically annotate graphs with Shiny! Your clear explanations and examples empower readers to enhance their data visualizations. Keep up the fantastic work—your insights are inspiring!
    Data Science Courses in Singapore

    ReplyDelete
  37. What an inspiring blog! Your ability to share valuable information while keeping it engaging is a true talent. I’m excited for what’s coming next!

    Data science courses in Gujarat

    ReplyDelete

  38. This article offers a practical and intuitive approach to dynamically annotating graphs using Shiny, making data visualization more interactive and informative. The ability to label plots based on different criteria, such as dates or view counts, enhances the flexibility of analysis. While the example uses time-series data from Wikipedia, the framework can be adapted to suit various datasets, providing significant potential for expanded functionality.

    For those looking to advance their skills in data visualization and analytics, exploring data analytics courses offered in Ghana by IIM Skills could be an excellent next step. Their programs cover essential tools and techniques that complement the kind of dynamic analysis featured in this article. Data Analytics Courses in Ghana

    ReplyDelete
  39. It is an excellent article. Very well explained steps and presentation. It will be helpful to many. I found it interesting and informative. Gained much insight about the topic.
    Data science courses in Kochi

    ReplyDelete
  40. Great post on annotating graphs with Shiny! The examples are really helpful. Any tips for managing annotations in larger datasets? Thanks for sharing
    Data science courses in Bhutan

    ReplyDelete
  41. In his blog post, "Annotating Graphs with Shiny," Rolf Fredheim provides a detailed and practical guide to enhancing data visualizations using the Shiny framework in R. Fredheim explains how to add interactivity and annotations to graphs, making them more informative and user-friendly. The post is particularly useful for anyone interested in combining R's powerful plotting capabilities with the dynamic features of Shiny. His step-by-step instructions and code examples make it easy to follow, even for those new to Shiny. Overall, a very insightful post for data enthusiasts looking to improve their visualizations!

    data analytics courses in dubai

    ReplyDelete
  42. Great read! Your insights sparked my curiosity and encouraged me to think critically about the topic. I especially liked your examples—they really illustrated your points well. Thanks for sharing
    Online Data Science Course

    ReplyDelete
  43. Wonderful content by you which is actually quite helpful. Thanks a lot.
    Online Data Science Course

    ReplyDelete
  44. I must say and appreciate your content. You have done a great job writing this article. Very well written.
    Data Science Courses in Hauz Khas

    ReplyDelete
  45. This is a fantastic demonstration of using Shiny to dynamically annotate graphs! I love how you've simplified the process of adding labels based on user input. The inclusion of both date and view count options makes the application quite versatile for different analyses.
    Data science courses in Mysore

    ReplyDelete
  46. This was a fantastic post! I love how you always offer practical advice.
    Data science courses in Thailand

    ReplyDelete
  47. You struck a great balance between personal anecdotes and factual information. It makes the content engaging while still being informative. Thank you for this well-rounded post!

    Data science courses in Mumbai

    ReplyDelete
  48. The post on Rolf Fredheim Blog about annotating graphs with Shiny is very insightful! It provides practical tips and examples for enhancing data visualizations in R. The step-by-step approach makes it easy to follow, and the focus on interactivity adds significant value for users looking to create engaging visual content. Thanks for sharing such valuable information!

    Data science courses in Bangalore.

    ReplyDelete
  49. If you’re considering data science as a career and you’re based in Iraq, this post is a great place to start! The list of courses covers various aspects of data science, so you can find one that suits your needs and career aspirations. Be sure to check out the full list here—you won’t regret it!

    ReplyDelete
  50. Great post! Your explanation of dynamically annotating graphs in Shiny is clear and insightful. The step-by-step approach and practical examples make it easy to follow, very informative content.
    Data science course in Bangalore

    ReplyDelete
  51. Great post! I really appreciated how you explained the process of annotating graphs with Shiny. It’s very helpful for anyone getting started with data visualization in R. Looking forward to trying this out myself.

    Data science course in Gurgaon

    ReplyDelete
  52. Thank you for this insightful post on annotating graphs with Shiny! Your explanation of combining interactivity with clear visuals is both practical and inspiring for data visualization enthusiasts.
    Data science course in Lucknow

    ReplyDelete
  53. This is something very new and i have never heard of these terms. good work.
    Data science courses in chennai

    ReplyDelete
  54. This is a great way to simplify the process of annotating plots in R using Shiny! The interactive approach, where users can customize labels based on date, view count, or even custom inputs, makes it both flexible and user-friendly. It's a nice example of how Shiny's reactive features can be used effectively for data visualization. Looking forward to seeing how this can be expanded, perhaps with more customization options or additional datasets! Investment Banking Course

    ReplyDelete
  55. This article demonstrates a creative and practical way to annotate time series graphs dynamically using Shiny.digital marketing courses in delhi

    ReplyDelete
  56. "The use of Shiny for graph annotations is fascinating! Your example of interactive graphs is inspiring, and the code breakdown was really helpful. I’m excited to explore Shiny for my own projects now, thanks for sharing this valuable insight
    Data science courses in pune

    ReplyDelete
  57. Using Shiny to dynamically annotate time series graphs is a clever way to add interactivity and insights to data visualization. It's a great approach for making trends and significant events more apparent in complex datasets, like Wikipedia views.

    Data science courses in Mumbai

    Data science courses in Mumbai
    Name: INTERN NEEL
    Email ID: internneel@gmail.com

    ReplyDelete