Swapna Kumar Panda engagement report
@swapnakpanda - 229K followers on X
Measured over 34 original posts from a 30-day window, last computed on October 1, 2026.
Engagement
A typical post picks up 555 interactions against 229K followers, an engagement rate of 0.242%. Measured over 34 original posts, its engagement rate beats 77% of 15,519 tracked accounts of a similar size. Comparing inside a size band matters here: engagement rate falls as accounts grow, so a raw rate would mostly just re-measure the follower count. Posts are seen about 38K times each, and 1.46% of those impressions turn into an interaction. That is about 16.6% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 4.5 posts a day over the last 30 days, with activity on roughly 77% of days. Most posts go out around 18:00 UTC, and Thursday is the busiest day of the week. Of the 34 posts sampled, 41% carry an image or video, 18% are part of a thread and 12% link out. The account's strongest tracked post pulled 2.8K interactions, about 5.0x its own typical post. Recurring topics include #ai, #aiagent, #evomap.
Measured over 34 original posts from a 30-day window, last computed on October 1, 2026. Recurring tags: #ai, #aiagent, #evomap.
Compared with accounts its own size
Swapna Kumar Panda's engagement rate beats 77% of the tracked X accounts closest to it in follower count (15,519 accounts, accounts of similar size (decile 9 of 10)). A percentile is spread evenly by construction, so 50 really is the middle of that group and 90 really is its top tenth.
On engagement per impression rather than per follower it beats 56% of the same group. When those two numbers disagree, the gap is about how far its posts travel rather than how people react to them.
Where this sits in the catalog
At 0.242%, Swapna Kumar Panda sits above the 50th percentile of the 157,233 accounts in this comparison. That places it in the above the median band, which runs 0.128% to 0.604%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.003% |
| 25th percentile | 0.022% |
| 50th percentile | 0.128% |
| 75th percentile | 0.604% |
| 90th percentile | 2.32% |
| 99th percentile | 83.4% |
This ruler is the whole measured catalog, not a size-matched group: it shows where the raw rate falls across every account we can measure, all of which are large. For a like-for-like comparison, read the size-band percentile above instead. See how the bands are built
Posting timing
This account posts most often around 18:00 UTC, and Thursday is its busiest day of the week. The bars below are the catalog-wide pattern, with this account's own busiest slot marked. They do not show how this account performs at each hour: we keep one aggregate per account, not one per hour, so that measurement does not exist in our data.
Show engagement by hour posted, utc as a table
| Hour (UTC) | Vs author median | Posts |
|---|---|---|
| 00:00 UTC | -1% | 89K |
| 01:00 UTC | -2% | 90K |
| 02:00 UTC | -3% | 88K |
| 03:00 UTC | -4% | 94K |
| 04:00 UTC | -5% | 76K |
| 05:00 UTC | -4% | 75K |
| 06:00 UTC | -5% | 86K |
| 07:00 UTC | -5% | 93K |
| 08:00 UTC | -4% | 108K |
| 09:00 UTC | -4% | 124K |
| 10:00 UTC | -3% | 129K |
| 11:00 UTC | -3% | 141K |
| 12:00 UTC | -3% | 154K |
| 13:00 UTC | -3% | 167K |
| 14:00 UTC | -4% | 173K |
| 15:00 UTC | -2% | 176K |
| 16:00 UTC | -3% | 171K |
| 17:00 UTC | -3% | 159K |
| 18:00 UTC | -2% | 149K |
| 19:00 UTC | -2% | 141K |
| 20:00 UTC | -1% | 131K |
| 21:00 UTC | 0% | 116K |
| 22:00 UTC | -2% | 100K |
| 23:00 UTC | -1% | 90K |
Show engagement by day of week as a table
| Day | Vs author median | Posts |
|---|---|---|
| Sunday | +5% | 393K |
| Monday | +1% | 483K |
| Tuesday | -2% | 520K |
| Wednesday | -3% | 472K |
| Thursday | -2% | 430K |
| Friday | -3% | 447K |
| Saturday | +2% | 393K |
Formats this account uses
Its own posting mix on the left, and what each of those formats does across every account we track on the right. Only formats where the effect clears our publish test appear here, so an empty row is a format we could not measure rather than one that does nothing.
| Format | This account | Catalog effect | 95% interval | Accounts behind it |
|---|---|---|---|---|
| Image or video | 41% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 12% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | no effect | -2% to -1% | 42K |
- 41% of this account's sampled posts carry an image or video. Across the catalog, posts with an image or video run 111% above the same accounts' other posts.
- 12% of its posts carry a link off X. Across the catalog, posts with an outbound link run 41% below the same accounts' other posts.
- Its average post runs 216 characters, which falls in the 180 - 280 characters band. Across the catalog, posts of 180 to 280 characters match the same accounts' other posts almost exactly.
These are catalog-wide differences applied to this account's own posting mix, not a measurement of how each format performs for this account specifically. We keep one median per account, not one per format per account, so the second thing is not something this data can tell you.
Best tweets
- Sep 20, 20265.0x their median
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- Sep 21, 20263.5x their median
As a SOFTWARE ENGINEER, are you afraid of Data Structures and Algorithms (DSA)? I promise you will reach GOD LEVEL if you practice these:
- Sep 29, 20263.4x their median
Stanford's all FREE Courses on AI & ML: ❯ CS221 - Artificial Intelligence ❯ CS229 - Machine Learning ❯ CS230 - Deep Learning ❯ CS234 - Reinforcement Learning ❯ CS236 - Deep Generative Models ❯ CS336 - LLM from Scratch Course links inside:
- Sep 27, 20263.1x their median
Go GOD Level in Agentic AI by finishing these practical courses:
- Sep 17, 20262.9x their median
FUTURE lies in Agentic AI. Go GOD LEVEL by learning all these:
- Sep 9, 20262.6x their median
Go GOD LEVEL in Agentic AI by finishing these Courses w/ Projects:
- Sep 3, 20262.5x their median
Agentic AI is the FUTURE. MASTER it by learning these concepts NOW:
- Sep 27, 20262.2x their median
Best YouTube Channels for Agentic AI Development: 1. Nick Saraev https://t.co/a8AyA5HFis 2. Tina Huang https://t.co/hugJjo6nho 3. AI Master https://t.co/f0sVzQQWSw 4. Krish Naik https://t.co/ZmyhXyBP7i 5. DSwithBappy https://t.co/T4EDINUlSh 6. Mayank Aggarwal https://t.co/C3hfqh8Jsv 7. Ansh Lamba https://t.co/USYBNXExAw 8. Vizuara https://t.co/FoZcjnlRcF 9. freeCodeCamp https://t.co/kmySgjJ1HA 10. CampusX https://t.co/NeErqTnb78
- Sep 19, 20262.0x their median
Go GOD LEVEL in SYSTEM DESIGN. Learn these 20 concepts NOW:
- Sep 5, 20261.8x their median
Go GOD LEVEL in AI ENGINEERING by learning these concepts:
Ranked by total interactions across everything we have tracked for this account, which is a longer history than the 30-day window the rates above use. The multiple compares each post to this account's own median.
Recurring topics
The most frequent hashtags in the sampled posts. They describe what this account writes about; they are not a performance signal, and the catalog-wide breakdown on the hub shows how little hashtag count moves.
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Reading these numbers
A typical post picks up 555 interactions against 229K followers, an engagement rate of 0.242%. Measured over 34 original posts, its engagement rate beats 77% of 15,519 tracked accounts of a similar size. Comparing inside a size band matters here: engagement rate falls as accounts grow, so a raw rate would mostly just re-measure the follower count. Posts are seen about 38K times each, and 1.46% of those impressions turn into an interaction. That is about 16.6% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 4.5 posts a day over the last 30 days, with activity on roughly 77% of days. Most posts go out around 18:00 UTC, and Thursday is the busiest day of the week. Of the 34 posts sampled, 41% carry an image or video, 18% are part of a thread and 12% link out. The account's strongest tracked post pulled 2.8K interactions, about 5.0x its own typical post. Recurring topics include #ai, #aiagent, #evomap.
- What is Swapna Kumar Panda's engagement rate on X?
- Swapna Kumar Panda (@swapnakpanda) has an engagement rate of 0.242%, based on the median interactions across 34 original posts from the last 30 days against 229,310 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.242%, Swapna Kumar Panda sits above the 50th percentile of the 157,233 accounts in this comparison. Those comparison accounts are all large ones, because our scanning cadence is weighted towards big accounts, so this is a ranking among peers of similar scale rather than a ranking across X.
- Does @swapnakpanda have real engagement?
- Its engagement rate beats 77% of the tracked X accounts closest to it in follower count (15,519 accounts), which puts it in the top quarter for its size group. Ranking inside a size band matters because engagement rate falls as accounts grow, so a raw rate would mostly re-measure the follower count. It is a starting point for a look at follower quality, not a verdict on it.
- When does @swapnakpanda post?
- Most posts go out around 18:00 UTC, and Thursday is its busiest day, at roughly 4.47 posts per day across the measured window.