Shining Science engagement report
@ShiningScience - 143K followers on X
Measured over 26 original posts from a 30-day window, last computed on September 27, 2026.
Engagement
A typical post picks up 178 interactions against 143K followers, an engagement rate of 0.125%. Measured over 26 original posts, its engagement rate beats 58% of 20,444 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 5.8K times each, and 3.08% of those impressions turn into an interaction. That is about 4.06% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.3 post a day over the last 30 days, though only 40% of days saw any activity at all. Most posts go out around 03:00 UTC, and Friday is the busiest day of the week. Of the 26 posts sampled, 100% carry an image or video. The account's strongest tracked post pulled 1.7K interactions, about 9.4x its own typical post.
Measured over 26 original posts from a 30-day window, last computed on September 27, 2026.
Compared with accounts its own size
Shining Science's engagement rate beats 58% of the tracked X accounts closest to it in follower count (20,444 accounts, accounts of similar size (decile 8 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 74% 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 0.125%, Shining Science sits above the 25th percentile of the 205,374 accounts in this comparison. That places it in the below the median band, which runs 0.024% to 0.143%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.004% |
| 25th percentile | 0.024% |
| 50th percentile | 0.143% |
| 75th percentile | 0.678% |
| 90th percentile | 2.55% |
| 99th percentile | 82.4% |
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 03:00 UTC, and Friday 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 | 100% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 4% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | +15% | +14% to +16% | 32K |
- 100% 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.
- 4% 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 2266 characters, which falls in the over 280 characters band. Across the catalog, posts over 280 characters run 15% above the same accounts' other posts.
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
- Jul 4, 20269.4x their median
Text no longer retained for this post.
- Sep 22, 20264.0x their median
WHAT IF YOU DON’T NEED A BRAIN TO BE CONSCIOUS? What if consciousness is far older—and far more widespread—than we ever imagined? For centuries, we have connected awareness, learning, and intelligence with one thing: a brain. No brain meant no mind. But a growing body of research is beginning to challenge that assumption in a very strange way. Scientists are studying organisms that have no brain and not even a single neuron, yet they can still sense their surroundings, change their behavior, learn from experience, and respond to danger. Slime molds are especially fascinating. These brainless organisms can find efficient paths through complex environments, adapt when conditions change, and make decisions that look surprisingly intelligent. Plants are raising similar questions. They can detect changes around them, respond to threats, communicate chemical signals, and adjust their behavior based on previous conditions. Even more mysterious, researchers have found that some brainless organisms respond to anesthetics—chemicals traditionally used to switch consciousness off in animals. That does not prove that plants or slime molds experience consciousness like humans do, but it raises a profound question: If something has no brain, but can sense, learn, remember, adapt, and respond to its world… where exactly does “mind” begin? Researchers working in fields such as minimal intelligence are exploring whether the basic building blocks of cognition may have appeared much earlier in evolution than brains themselves. Perhaps consciousness is not simply a product of billions of neurons working together. Perhaps some much simpler form of awareness can emerge from living systems in ways we do not yet understand. And if that is true, the forest outside your window may be far more mysterious than it looks. The biggest question may no longer be “Which animals are conscious?” It may be: “How simple can a living thing be—and still have some form of experience?” We may only be beginning to discover the answer. Source: Lawrence, N. (2026). New studies suggest consciousness exists in organisms without brains. IAI News.
- Sep 20, 20263.8x their median
🚨 ILLINOIS FOUND A WAY TO BUILD SOLAR FARMS WITHOUT TAKING OVER FARMLAND ☀️🏙️ While communities across the United States debate whether solar farms should occupy valuable farmland, Illinois is trying something different. Instead of searching for more land, the state is turning the rooftops of self-storage facilities into a massive network of solar power stations. Through a partnership between Public Storage and Solar Landscape, 60 storage facilities are being transformed into community solar hubs, using around 5 million square feet of existing rooftop space. No new farmland is needed for these installations. Once completed, the project is expected to generate 44 megawatts of clean electricity, enough to supply more than 6,000 homes. But the most interesting part isn’t just the energy being produced. It’s who gets to benefit from it. People who cannot install solar panels on their own homes, whether because they rent, lack suitable rooftops, or cannot afford a private system, can subscribe to the community solar network. Together, subscribers are projected to save approximately $36 million on their electricity bills. This approach could offer a different path for expanding renewable energy: using spaces that already exist instead of constantly competing for open land. Illinois aims to reach 100% clean electricity by 2050. Whether rooftop solar can become a major part of that journey remains to be seen, but one thing is clear: the next solar revolution might not require more land. It might require us to look up. 🌍⚡ Source: Canary Media — Solar on storage units? Here’s how Illinois is making it happen.
- Sep 23, 20263.6x their median
🧠 COULD CREATINE HOLD A HIDDEN KEY TO THE ALZHEIMER’S MYSTERY? SCIENTISTS FIND A CLUE INSIDE THE HUMAN BRAIN What if a supplement commonly used by athletes to build muscle could also influence the way your brain produces energy? Scientists are beginning to explore this unexpected possibility, and a small human study involving people with Alzheimer’s disease has produced some intriguing results. Creatine is usually associated with gyms, strength training, and athletic performance. But your brain also relies on creatine to maintain a rapid energy reserve. Inside brain cells, the creatine–phosphocreatine system helps regenerate ATP, the molecule that powers essential cellular activities. When energy demand increases, this system can help cells respond quickly. Researchers gave 20 people with Alzheimer’s disease 20 grams of creatine monohydrate daily for eight weeks. When they examined the participants’ brains, they found that total brain creatine had increased by approximately 11%. But that was not the only finding that caught their attention. Participants also showed improvements in several cognitive tests, including overall thinking ability, working memory, reading, and attention. Additional measurements revealed increases in cellular ATP and ADP, molecules involved in the brain’s energy processes. These findings raise an important question: Could improving energy availability inside brain cells help address some of the problems associated with Alzheimer’s disease? The question matters because Alzheimer’s is linked to disruptions in mitochondrial function and brain energy metabolism. As brain cells struggle to maintain their energy demands, researchers are investigating whether alternative energy-supporting mechanisms could play a role. Creatine might offer one possible pathway. By helping cells store and access energy more efficiently, it could potentially support brain function under certain conditions. But the real mystery is whether these short-term biological changes can translate into meaningful protection against long-term cognitive decline. There is an important limitation that should not be overlooked. The study involved only 20 participants, lasted eight weeks, and did not include a placebo control group. Therefore, researchers cannot establish that creatine itself caused the cognitive improvements. The claim that creatine slows cognitive decline by 30% is not demonstrated by this study. This research does not prove that creatine can prevent or treat Alzheimer’s disease. Instead, it offers an early scientific clue about a substance already widely studied in muscle biology that may also influence energy processes in the human brain. The next step is clear: larger, randomized, placebo-controlled clinical trials will be needed to determine whether creatine can produce lasting cognitive benefits. A supplement once associated mainly with physical strength may be opening a new line of investigation into one of the brain’s most complex diseases. Sources: Alzheimer’s & Dementia; University of Kansas Medical Center
- Sep 19, 20263.2x their median
🔥 Scientists Used the Fibonacci Sequence to Create a Quantum State That Lasts Nearly 4 Times Longer! What if a simple mathematical pattern could help scientists protect information from the chaos of the quantum world? In a remarkable experiment, physicists discovered that pulses arranged according to the Fibonacci sequence could make quantum information survive far longer than expected. The result sounds almost like science fiction: a system that appears to behave as though it has two different directions of time. Quantum computers rely on tiny systems called qubits to store and process information. The problem is that qubits are incredibly fragile. Even small disturbances from their surroundings can destroy their quantum state, causing valuable information to disappear. This is one of the biggest challenges standing between today’s experimental quantum machines and powerful, reliable quantum computers. Researchers at the Flatiron Institute explored a surprising solution. Instead of sending laser pulses at regular intervals, they arranged the pulses using the Fibonacci sequence, a mathematical pattern in which each number is the sum of the two preceding numbers. The resulting rhythm never settles into a simple repeating pattern, creating a special form of order known as quasiperiodicity. In an experiment involving just ten atoms, this unusual timing helped protect the quantum state for approximately 5.5 seconds, nearly four times longer than conventional approaches in the experiment. In the world of quantum computing, where information can be lost in an instant, extending stability by this much is a significant achievement. The Fibonacci-based pulses created a mathematical structure that researchers described using the idea of an additional dimension of time. This does not mean scientists literally opened a portal to another timeline or changed the flow of time itself. Instead, the pulse pattern creates a complex form of order that can be understood through a higher-dimensional mathematical description. That structure helps protect the quantum system from certain errors, particularly those associated with the edges of the atomic chain. Rather than allowing disturbances to destroy the information easily, the system’s special dynamics can make the quantum state more resistant to disruption. Imagine trying to keep a delicate flame burning in a powerful storm. Instead of building a thicker wall around it, scientists are using mathematics to create a pattern that helps shield the flame from the surrounding chaos. The experiment is still an early step, and a ten-atom system is far from the enormous machines needed for practical quantum computing. The technique does not eliminate every source of error, and longer-lasting quantum states alone cannot guarantee a useful quantum computer. Yet the discovery raises an intriguing possibility: Could mathematical patterns hidden inside numbers help us control the behavior of matter and protect information in ways we never expected? Sometimes, the path toward the future of computing may not begin with a faster machine, but with a sequence of numbers that has fascinated mathematicians for centuries. Source: P. T. Dumitrescu et al., Dynamical topological phases realized in a trapped-ion quantum simulator, Nature.
- Sep 21, 20262.5x their median
🥬 THE KIMCHI BACTERIA THAT COULD HELP YOUR BODY FIGHT INVISIBLE PLASTIC Every day, tiny plastic particles may enter our bodies through the food we eat, the water we drink, and the environment around us. Some of these particles are so small that they are measured in nanometers. But scientists may have discovered an unexpected ally against them, hidden inside a traditional Korean fermented food: kimchi. Researchers from the World Institute of Kimchi identified a strain of beneficial bacteria called Leuconostoc mesenteroides CBA3656. What makes this bacterium interesting is its ability to attach itself to microscopic plastic particles inside the digestive system, potentially helping the body remove them through waste. In laboratory experiments designed to simulate conditions in the human intestine, this bacterial strain bound to approximately 57% of polystyrene nanoplastics. Researchers also tested it in germ-free mice, where the probiotic increased the amount of tiny plastic particles excreted in feces by more than two times compared with the control group. But the discovery raises an even bigger question: Could certain beneficial bacteria help prevent some plastic particles from remaining inside our bodies? Nanoplastics are extremely small, and scientists are investigating their ability to cross biological barriers and reach different organs. However, the actual health effects of exposure in humans, along with the body’s ability to remove these particles, are still being studied. The researchers’ findings suggest that food-derived bacteria may have potential as a biological tool for capturing and removing certain types of plastic particles. Rather than breaking the plastic down, the bacteria appear to bind to it, creating a possible pathway for elimination through the digestive system. There is an important limitation: This study does not prove that eating kimchi removes plastic from the human body or prevents plastic-related diseases. Human clinical trials are still needed to determine whether consuming this specific bacterial strain through fermented foods produces the same results. A tiny microorganism from a traditional food has opened an intriguing new direction in research. As plastic pollution becomes an increasing environmental concern, scientists are exploring whether nature itself might offer some unexpected solutions. Source: Lee, J., Lee, M. J., Jung, M. J., Kim, Y. B., Kim, Y., Yun, J. U., Nam, S., Oh, Y. J., Whon, T. W., & Lee, S. H. (2026). Efficient biosorption of nanoplastics by food-derived lactic acid bacterium. Bioresource Technology, 447, 134234.
- Sep 18, 20262.4x their median
An octopus may not see you as just another giant creature looming outside its tank. It may actually remember who you are. Scientists have found that octopuses can learn to tell individual people apart and change their behavior depending on their past experiences with them. In one experiment, eight giant Pacific octopuses were introduced to two different people over a period of two weeks. One person regularly brought them food. The other repeatedly annoyed them with a bristly stick. The octopuses eventually began responding differently to each person. Their bodies changed color and pattern, their arms were directed differently, and even the position of their siphon—the tube they use to push water and move around—changed. In some of the larger octopuses, researchers also noticed differences in breathing depending on which person approached. And their ability to recognize individuals may not be limited to humans. Other experiments suggest octopuses can distinguish familiar octopuses from unfamiliar ones and remember individuals they have encountered before. What makes this even more fascinating is their evolutionary history. Octopuses and humans are separated by hundreds of millions of years of evolution, yet these animals independently developed impressive abilities for learning, memory and problem-solving. So the next time an octopus appears to stare at its keeper, there may be more happening behind those strange, intelligent eyes than we realize. To an octopus, you might not simply be “a human.” You might be a particular individual—with a history attached to you. Sources: Journal of Applied Animal Welfare Science; PLOS ONE
- Sep 24, 20261.9x their median
They Changed a Playground. 28 Days Later, Something Inside the Children Had Changed. A group of Finnish researchers made a surprisingly simple change to daycare playgrounds: they brought in more nature. Gravel areas were replaced with patches of grass and forest-floor vegetation. Planting boxes were added, along with real soil and plants. Then researchers followed 75 children between the ages of three and five to see whether spending time in these greener spaces would make any difference. The children usually spent around 1.5 hours outside each day. After just 28 days, the researchers found a noticeable change. The children playing in the greener yards had a wider variety of microbes living on their skin. Their gut microbiota also began to look more like the gut microbes found in children who regularly spent time in forests. Then came the part that caught researchers’ attention. Changes were also seen in markers linked to immune regulation. Children with greater microbial diversity showed increases in regulatory T cells and TGF-β1, together with changes in inflammatory signaling such as IL-17A. Why would a playground affect the immune system? One possible explanation is that natural environments expose children to a much wider range of harmless microbes from soil, plants and other parts of the environment. Early in life, the immune system is still learning what deserves a strong response and what does not. A modern urban playground may offer very little of that microbial variety. A patch of soil and vegetation can offer much more. Follow-up research even found that some changes in the playground soil and children’s microbiota remained detectable after the original intervention. This does not prove that children who play in nature will avoid allergies or autoimmune diseases. The researchers did not establish that. But the experiment revealed something easy to overlook: changing what surrounds a child can change the microscopic world that surrounds — and lives on — that child. The difference was not a new medicine or an expensive treatment. It was grass, plants, soil and a little more contact with nature. And it happened in only four weeks. Source: Science Advances; University of Helsinki
- Sep 24, 20261.5x their median
🦷 THE MYSTERY OF TOOTH DECAY: CAN YOUR DIET REALLY HELP REPAIR YOUR TEETH? For decades, we have been taught a simple story about tooth decay: a tooth develops a cavity, the dentist drills it, fills it, and the problem is solved. But there is a fascinating part of dental science that is often overlooked. Your teeth are not completely lifeless structures. They are constantly losing and gaining minerals—and what you eat can influence that battle. Nearly 100 years ago, British researcher May Mellanby was already investigating how nutrition affected the development and strength of teeth. Her research, including studies involving children, helped reveal that nutrition could influence how resistant teeth were to decay. At the time, this was a remarkable idea. Today, modern dentistry understands something even more clearly: tooth enamel is involved in a continuous process of mineral loss and repair. Every time you eat sugar or other fermentable carbohydrates, bacteria in your mouth can use them as fuel and produce acids. Those acids can pull minerals such as calcium and phosphate out of the enamel. But the process does not necessarily end there. Saliva, fluoride and minerals in the mouth can help replace some of what was lost and strengthen weakened areas. And this is where the story gets interesting. The earliest stages of tooth decay may not always mean that a permanent hole has formed. Before the enamel collapses, an early lesion can sometimes be stopped from progressing and may even regain minerals through a process called remineralization. That is why dental care is not simply about drilling every suspicious spot. Modern dentistry can use fluoride, dietary changes, better plaque control, sealants and other preventive treatments to help control early decay when appropriate. But there is a crucial catch. Diet cannot magically rebuild a tooth after a large cavity has physically destroyed the enamel. Once a significant hole has formed, the lost tooth structure does not simply grow back because someone changes their diet. Depending on the damage, a dentist may need to restore the tooth. So what did May Mellanby discover almost a century ago? Not that cavities can simply be “healed” by eating the right foods. Rather, her work helped point toward a much more interesting reality: tooth decay is a biological process, and its direction can be influenced by nutrition and the environment inside your mouth. Your teeth are constantly caught in a microscopic battle between mineral loss and mineral repair. Sources: British Medical Journal; Nature; American Dental Association.
- Sep 17, 2026
A Pinch of Black Pepper Can Supercharge Turmeric Turmeric contains curcumin, a compound known for its potential health benefits. But there’s a catch: your body struggles to absorb it efficiently. That’s where black pepper comes in. 🖤 Black pepper contains piperine, a natural compound that can slow the breakdown of curcumin and help your body absorb more of it. In a human study, combining 2 grams of curcumin with 20 milligrams of piperine increased curcumin’s bioavailability by approximately 2,000%. A simple pinch of black pepper could make a significant difference in how your body processes turmeric. Sometimes, the smallest addition makes the biggest difference. Source: St. John’s Medical College, Bangalore
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.
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Reading these numbers
A typical post picks up 178 interactions against 143K followers, an engagement rate of 0.125%. Measured over 26 original posts, its engagement rate beats 58% of 20,444 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 5.8K times each, and 3.08% of those impressions turn into an interaction. That is about 4.06% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.3 post a day over the last 30 days, though only 40% of days saw any activity at all. Most posts go out around 03:00 UTC, and Friday is the busiest day of the week. Of the 26 posts sampled, 100% carry an image or video. The account's strongest tracked post pulled 1.7K interactions, about 9.4x its own typical post.
- What is Shining Science's engagement rate on X?
- Shining Science (@ShiningScience) has an engagement rate of 0.125%, based on the median interactions across 26 original posts from the last 30 days against 142,799 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.125%, Shining Science sits above the 25th percentile of the 205,374 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 @ShiningScience have real engagement?
- Its engagement rate beats 58% of the tracked X accounts closest to it in follower count (20,444 accounts), which puts it in the middle of its size range 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 @ShiningScience post?
- Most posts go out around 03:00 UTC, and Friday is its busiest day, at roughly 1.33 posts per day across the measured window.