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New Data Visualization Tool For Your Ticklist!

Original Post
Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122

Heyo fellow climbers   



I'm stoked to introduce a free new tool that can allow you to better understand your Mountain Project Ticklist data.



Get Data Visualizations on:

  • Base Volume: View your climbing milestones, seasonal patterns, and work capacity. Includes total vertical feet climbed, climbing frequency, and daily volume analysis.


  • Progression: Analyze your climbing development through route length and difficulty tiers. Track your volume progression across different styles and relative difficulty categories over time.


  • When and Where: Explore your climbing patterns through seasonal heatmaps, location hierarchies, and an animated history of your most-visited crags.


  • Performance Pyramid: Track your grade pyramid progress with interactive grade-by-grade breakdowns, send rates, and detailed project history. This includes an active projects list so you can remember the one that got away 3 years back   


  • Performance Characteristics: Analyze your top performances through energy systems, route length, and angle preferences. See grade distributions across different characteristics.


Here's some of my favorite charts:





Link to the website:
https://prototype-climbing-analytics-app.onrender.com/



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Note on Development:

I built this analysis tool solo as a passion project to give back to the community that has given me so much, a big thank you to all   

*and a special thanks to the fellow climbers who helped me debug and test over on the Training Forum.

Currently, the app can process tick lists with up to 2100 entries due to server constraints. If there's enough interest and support from the community, I'd be thrilled to upgrade the server's capabilities so all climbers can benefit. 

Also due to these server constraints, during times of high volume traffic there could be errors due to too many concurrent users, so if you're encountering errors, please try again another time.

If you'd like to contribute to solving these issues or would like to support me, feel free to buy me a coffee.

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I would love to hear your feedback or see your favorite visualizations! Give it a try, share with your friends, and share your thoughts.

*there's always an info button near the viz title if you would like to know how the data was calculated.



Happy climbing!

Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122

Wow, over 150 of you have checked out the application!
Do you have a favorite visualization?
Any feedback on what you wish it could tell you?

Branon Rochelle · · Vernal, UT · Joined Oct 2020 · Points: 283
Isaac Rubey wrote:

Wow, over 150 of you have checked out the application!
Do you have a favorite visualization?
Any feedback on what you wish it could tell you?

Ummm...it didn't work for me. I made my ticklist public and it still didn't pull any thing.

James M · · Colorado Springs, CO · Joined Sep 2017 · Points: 75

Woah! Watching this graph build as a function of time is pretty cool. "ohh yeah I used to climb there all the time" and then an area that used to be top of your list slowly gets pushed further and further down. 

Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122
Branon Rochelle wrote:

Ummm...it didn't work for me. I made my ticklist public and it still didn't pull any thing.

Hey Brandon, I looked at your profile, it appears you don't have any ticks recorded yet on your account, I wonder if there was a problem with making the ticks public?

Branon Rochelle · · Vernal, UT · Joined Oct 2020 · Points: 283
Isaac Rubey wrote:

Hey Brandon, I looked at your profile, it appears you don't have any ticks recorded yet on your account, I wonder if there was a problem with making the ticks public?

I put it back to private when it didn't seem to make any difference. I gave it another shot and it did pull some data, but the name doesn't match, there are ticks from states I haven't visited in over a decade and climbs I haven't done. ¯\_(ツ)_/¯ 

Edit: working right now. Thank you

Antonio Dominguez · · Brooklyn, NY · Joined May 2023 · Points: 26

The site won't show me my data and only shows the data of Branon Rochelle

Camdon Kay · · Idaho · Joined Mar 2021 · Points: 3,750

onX should hire you to develop for them. Beautiful interface! Thanks for sharing  

Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122

Thanks for the feedback, I made some updates that will fix the concurrency problem, you won't be seeing other's data when your browsing your visualizations, even if there are others using the app at the same time.

Wanted to drop my favorite visualization so far, check this out!

This climber has an incredible dedication. Their lifetime vertical climbed is approaching the altitude of the International Space Station! Respect   


This ticklist was processed on my local server, unfortunately this climber can't use the app yet, the deployed app is still capped at 2000 entry ticklists, this person has over 3000 lifetime ticks.
If you would like to contribute to buying more compute for the even the most dedicated among us, feel free to buy me a coffee I will use the money to upgrade the server so it can handle larger datasets.

Carson Sloan · · Boise, ID · Joined Mar 2022 · Points: 1,300

Awesome tool, the location distribution animation is sick! It looks like the performance metrics ignore any routes with more than one type though (like "Sport, TR" or "Trad, Sport")

Chris Stocking · · SLC, UT · Joined Aug 2019 · Points: 759

Very cool. Seems like there might be something funny going on with the way it's counting boulder sends. My pyramid shows me sending several problems that I've only ever ticked as "Attempt" 

Doctor Choss · · Arvada, CO · Joined Sep 2018 · Points: 5

Super cool! The Location Tree is beautiful. Really, the entire Climbing Location Analysis page is a work of art. Love the animation for pitch count.

I've been working on a lil climbing data app myself. Really great to see some cool ones released recently. Amazing work man, so clean!

Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122
Carson Sloan wrote:

Awesome tool, the location distribution animation is sick! It looks like the performance metrics ignore any routes with more than one type though (like "Sport, TR" or "Trad, Sport")

Thanks for the feedback Carson and Chris, I updated the app to classify climbs more accurately, try refreshing your data on the homepage of the app and you can see if that improves your data.

Josh S · · Kerhonkson, NY · Joined Sep 2017 · Points: 0

Nice! A few points of feedback:
- It seems like it's calculating the number of attempts on a rp by taking the number of logged pitches on the day of a send rather than doing that cumulatively over time. I'm not sure about other folks, but if I do 2 failed attempts on one day and redpoint first go another day I'll log 2 "lead fell/hung" on day 1 and 1 "lead redpoint" on day 2.

- The performance pyramid dates have a bug, the "last send" date has no relationship I can see to the data in "performance data" and thus isn't correct

- One suggestion for performance visualization would be visualizing max redpoint/second try send/flash/onsight over time

Victor Wong · · New York · Joined Feb 2022 · Points: 5

Great work Isaac! Any chance of having a seperate dataset analysis for ice and mixed? It current appears under sport and trad within the tool for me.

Adam Franco · · Middlebury, VT · Joined Jul 2022 · Points: 678

Nice work! I similarly found MP's built-in stats to be a bit lacking and made my own analysis via a Google Sheet that pulls from MP's tick feed. I really wanted to see my progression as a new climber from top-roping and following into leading at various grades. I like your line-graphs and one possible control you could add would be to include all climbs or filter to just leads or just not-leads.

I like your concept of tiers and am interested to explore how that factors into my climbing journey, though I certainly climb a lot harder on TR than leading, so I'd see tiers to be bucketed by style.

Living in snow-country I also like bucketing my seasons by calendar year rather than just the previous 12 months as I usually have a clear dividing line and the winter and enjoy seeing how each season stacks up to the last one as I go through it.

Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122
Josh S wrote:

Nice! A few points of feedback:
- It seems like it's calculating the number of attempts on a rp by taking the number of logged pitches on the day of a send rather than doing that cumulatively over time. I'm not sure about other folks, but if I do 2 failed attempts on one day and redpoint first go another day I'll log 2 "lead fell/hung" on day 1 and 1 "lead redpoint" on day 2.

- The performance pyramid dates have a bug, the "last send" date has no relationship I can see to the data in "performance data" and thus isn't correct

- One suggestion for performance visualization would be visualizing max redpoint/second try send/flash/onsight over time

Thanks for the feedback, just updated the performance data and pyramid viz to 


-accurately count cumulative attempts over time
-display the most recent send date under 'last send'
-added notes to the project list, 

refresh your data on the home page and check it out!

Isaac Rubey · · Denver, CO · Joined Oct 2017 · Points: 122

Hey everyone—building on the amazing feedback from over 500 climbers who tried my analytics prototype, I'm stoked to announce it has officially evolved into SendSage, a fully functional platform now live at send-sage.com. It automatically syncs with your Mountain Project or 8a.nu logbook to unlock powerful features like interactive performance pyramids, visual exploration of your climbing history, smart project tracking, and even an experimental AI companion for personalized insights. As I'm now developing SendSage full-time, you can sign up today and support its rapid, ongoing improvement for about the price of a monthly coffee.

Guideline #1: Don't be a jerk.

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