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Shashank Tripathi ✓

@sha2nk_t

Building Twiddle Labs Postdoc at @MPI_IS advised by @Michael_J_Black. Meta Research Fellow, 2023-2025. prev: @amazon, @CarnegieMellon, @EpicGames, @Meta

2 287Followers
955Following
498Posts total
516.7KViews on collected posts

Latest posts

@sha2nk_t I got a bit curious because of the high cancellation rate of 6.2% for Switzerland. This is only long-distance trains. You are essentially measuring how many long-distance trains arrive from Germany at that point. 6.4K views · 96 likes · 1 reposts · 6 replies Open on X →
Want us to investigate something specific? Which routes are worst on Fridays? Which operator cancels the most? Is Berlin → Munich actually getting better? Send us the question and we'll dig into the data 👇 https://t.co/jA7fM4KqsS 12K views · 48 likes · 0 reposts · 8 replies Open on X →
France is probably the sleeper result. 🇫🇷 80.3% on time. That's: +8.5 pts vs Austria +19.8 pts vs Italy +30.6 pts vs Germany France sits much closer to the Swiss/Dutch group than Germany does to France. 15.3K views · 85 likes · 1 reposts · 1 replies Open on X →
The fun part: this isn't a static report. Europe's Rail Leaderboard updates every day, as we collect new data. Day. Week. Month. And the rankings can change at any time. You can compare: 🏆 Rankings ⏱️ Average delays ❌ Cancellations 📈 Daily, weekly & 30-day trends See 14.1K views · 83 likes · 1 reposts · 2 replies Open on X →
🇨🇭 Switzerland had the highest cancellation rate in the table: 6.2% Yet when trains run, 94.5% run on time. Meanwhile Austria cancels just 1.2%. Do people detest delays more than cancellations? (3/6) 18.2K views · 71 likes · 1 reposts · 9 replies Open on X →
And then there's Germany. 🇩🇪 Only 49.7% of long-distance trains were on time. That's less than half. Average delay: 🇳🇱 Netherlands: 1.2 min 🇩🇪 Germany: 13.9 min That's about 11.6× higher. (4/6) 17.8K views · 136 likes · 6 reposts · 7 replies Open on X →
🚨 We turned European train delays into a live league table. Germany finished last. 🇩🇪 Switzerland isn't even #1. 🇨🇭 Over the last 30 days, DelayBahn tracked 900,000+ train stops across 6 countries. Welcome to Europe's Rail Leaderboard 🏆🚆 See where your country ranks 👇 https:/
412.3K views · 3.3K likes · 320 reposts · 212 replies Open on X →
First surprise: 🇳🇱 The Netherlands beat Switzerland. 🥇 Netherlands: 94.7% on time 🥈 Switzerland: 94.5% Just 0.2 percentage points separate them. But Switzerland has another rather interesting statistic... (2/6) 20.4K views · 140 likes · 6 reposts · 14 replies Open on X →

Against accounts of the same size

8 posts from the last 90 days, next to the under 10K follower range. shown widely, but few of those viewers react.

Median views16 546this account4 175median for under 10K
Reach, %723.48%this account250.82%median for under 10K
Engagement, %0.70%this account1.41%median for under 10K
MetricThis accountMedian for under 10KRatio
Median views per post16 5464 1753.96×
Reach (views ÷ followers)7.2× audience2.5× audience2.88×
Engagement rate0.70%1.41%0.50×

Others in this range →   Compare with another account →   How these benchmarks are built →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

20.4K18 Sep
412.3K
17.8K
18.2K
14.1K
15.3K
12K
6.4K

Last 8 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.79%18 Sep
0.97%
0.86%
0.45%
0.62%
0.58%
0.47%
1.60%

Reactions — likes, reposts, replies and quotes — divided by views. Median for under 10K accounts is 1.41%.

What the audience does

Likes71.0%3 952 in total
Reposts6.0%336 in total
Replies4.7%259 in total
Quotes3.3%185 in total
Bookmarks15.0%837 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

Followers by day

19 Sep

Daily snapshots since 19 Sep 2026; the dashed line is the starting count.

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