#Descriptive Analytics

[umarblog1]

Unlock the Power of Data with the Best Data Analytics Course in Ludhiana

Elevate your career with our comprehensive Data Analytics Course, meticulously designed to propel you into the dynamic world of data-driven decision-making. Gain mastery over statistical analysis, data visualization, and machine learning techniques through hands-on projects and real-world applications.

Why choose us?

Expert Instructors: Learn from industry professionals with a wealth of experience in data analytics. Cutting-Edge Curriculum: Stay ahead with a curriculum that covers the latest tools and methodologies. Practical Experience: Apply theoretical knowledge to real-world scenarios, building a portfolio that showcases your skills. Whether you're a seasoned professional or just starting, our course caters to all levels. Join the league of data enthusiasts who have transformed their careers. Enroll now in the Best Data Analytics Course in Ludhiana, Punjab, Moradabad, Delhi, Noida and all Cities in India. Embark on a journey of data-driven success!

[sakuravalelp]

Don't eat anything else - Part 2 - DP X DC

Previous part

Masterpost

This is the only chapter where I'll tag people. Please, if you want to follow the story from this point on, follow the master post :).

-_-_-_-_-_-_-_-

"You both should stop eating the food." Came Babs voice through the comms. "Danny asked Tim to not eat anything else. We suspect the food may content poison."

Bruce subtly shared a look with Cass before returning to nodding at Masters' proud rambling about his latest contract. They had both stopped eating long ago. The soup was good; Masters’ words about Danny being a good cook weren’t a lie. However, Bruce couldn’t identify the chunks of meat in the soup.

He initially thought it was pork, though the texture seemed somewhat similar to veal. By the fourth piece of meat he ate, he could confidently say he didn't recognize it. When he looked at Cass, he saw her using her spoon to play with one of the pieces of meat on the edge of the plate, a frown hidden behind her polite smile. He was sure then that the meat couldn't be one they had tasted before.

Bruce has tasted every kind of meat that should be available to Masters. He has even tasted exotic meats that Masters would probably never encounter, having represented humanity in intergalactic meetings as Batman. Not being able to identify the meat discouraged Bruce from eating more, and it seemed to have had the same effect on Cass. They had kept their food mostly untouched, using the excuse of waiting for Tim and Danny to return before eating. It was a good call; the meat being poisoned could be the reason it was unrecognizable.

"If any of you feel any symptoms, turn off your comm." None of them made a move to do so, and after a couple of minutes Babs continued, "I'll call Bruce in 10 minutes to create an excuse for you guys to leave."

Bruce would have liked to think that they had not yet consumed enough poison for it to affect them, but there's always the possibility of it being a delayed-effect poison. If Masters' plan with the poison was to kill them, then a delayed-effect poison would allow Masters to avoid being immediately connected to their deaths.

However, Masters shouldn’t have a reason to kill Bruce Wayne and his wards. Unless the man had discovered that they were investigating his contracts, which Bruce doubted. It was more likely that the poison was some sort of chemical restraint or chemical submissive, which would explain why Masters' contracts always seemed to end ridiculously in his favor. It would be easy to make such deals with someone who was drugged to be more agreeable with you.

Not that Bruce would be willing to take the risk to find out, especially with Cass having also ingested the tainted meat. He was glad he had brought the poison antidote kit with him. Despite this, Bruce wasn't sure about cutting the visit short, at least not for all of them. Tim had been gone with Danny for a while now, and if Danny had informed Tim about the food, they were probably exchanging information at the moment. Maybe Tim was in the process of offering Danny help, and Bruce didn't want to interrupt that.

"Renovations will be starting next week, and I'm sure the place will end up being quite popular," Masters finally finished his rambling.

"It sure sounds like it will. You certainly got yourself a great deal with Kensington, Mr. Masters. I'm curious, what is your negotiation method?" Bruce asked, hoping to gather more information.

Masters had been surprisingly adept at avoiding any conversation about the negotiations themselves, always sidetracking the discussion or giving half-answers. Drugs in the food was a good hypothesis and would be the best outcome for them, as such substances usually shouldn’t take too long to get out of their system.

Yet, it didn't explain how Masters' business partners seemed to stay committed to their contracts long after they were made. The furthest they had gotten from them was confusion about how they had reached the point where they accepted the contract's conditions. However, they all seemed convinced they had gotten the best outcome possible, despite obviously getting the short end of the stick.

It pointed to something besides drug usage. Maybe Masters got blackmail material from them while they were drugged? It would be easier to draw conclusions if Masters had even the smallest slip about it.

Masters smiled, taking a sip from his wine. "Ah, it takes years of practice, Wayne. It isn't something one can learn in a day, and only those with the capacity can master it," he said. Then, before Bruce could ask any follow-up questions, he continued, "Now, Daniel and young Mr. Drake sure seem to be taking their time."

"Oh, that doesn't surprise me," Bruce said, shaking his head with a fond smile, playing farther into his "Brucie" persona while lamenting the lost opportunities to get more leads on what Masters was doing. "They're around the same age. Surely they got distracted talking about whatever is of interest to kids their age these days."

"I would be glad if my godson got along so well with your son, Mr. Wayne," Masters said with a practiced smile, though a hint of calculation flickered in his eyes. He gestured vaguely with his wine glass, his tone deceptively sympathetic. "The loss of his family hasn't been easy for him, and building a connection with someone like Mr. Drake could be beneficial. However, it is quite rude to leave the guests waiting. As his guardian, I must address this. I’ll go search for them." Masters stated, standing up from his seat.

Luckily, Bruce didn't need to interject to stop Masters from interrupting his son's conversation with Danny, since the two boys appeared by the door as if summoned by Masters' comment. Danny visibly tensed the moment he spotted Masters standing in his place.

"Daniel, it's good you're finally back. I was about to go search for you," Masters said, throwing Danny a stern look.

Danny opened his mouth, probably about to apologize for the wait, but Tim beat him to it.

"So sorry, Mr. Masters. I had to take a shower before changing clothes."

"Oh, don't worry about it, Mr. Drake," Masters said as he looked Tim up and down, evaluating if what Tim was saying was true. His eyes lingered on Tim's wet hair for a moment, and the tension in his eyes relaxed a bit. "It is Daniel's fault for throwing the soup on you. Now, shall we continue with the dinner?" Masters sat once more on his chair.

"Should—" Danny started, slightly stuttering when Masters' eyes returned to him. "Should I serve new portions? Since the ones on the table are probably cold by now?" the intensity of Masters gaze increased with every word Danny said. In response, Danny lowered his gaze to the floor, and shifted nervously.

Danny's voice was way too small by the end of his sentence, but Bruce could sense some hidden urgency in his tone. Remembering that Danny was the one who had warned them about the food, Bruce could infer that he was trying to further prevent them from eating it. It gave Bruce the impression that Masters had also caught onto that fact, given how tense the man was.

He was grateful for the kid doing their best to protect them, but lamented putting them in a position where they had to risk confronting their abuser. Bruce really hoped Tim had convinced Danny to leave with them. It shouldn't be difficult to create a reasonable invitation for Danny after Masters' comment about how he was isolating himself.

"Good idea," Cass said with a gentle smile directed at Danny before Masters could make any move.

Masters' eyes narrowed slightly, but then he nodded. "Very well. Daniel, go ahead."

As Danny hurried to the kitchen, Bruce shared a subtle glance with Tim, who was retaking his seat beside Cass. Unfortunately, instead of the nod indicating that they could get Danny to leave with them if they created the opportunity, Tim just shrugged. It wasn't the sign for Danny refusing help, but the one for things being more complicated than they seemed. Bruce sighed, and before Danny returned from the kitchen, his phone rang. He excused himself to answer Babs' call, lamenting not being able to take Danny with them.

-/-/-/-/-/-/-/-/-

Bruce came back from his brief call with Babs with a worried face that Cass knew wasn't the one he made when actual "family emergencies" happened. It was exagerated and dramatic, it screamed "something terrible had happened," and was perfect for this kind of situations. Bruce quickly ushered Cass and Tim out, apologizing to Masters for the hasty departure. They barely had time to say goodbye to Danny, who had hurried back from the kitchen after Masters had shouted about seeing off the guests.

Cass noticed a subtle shift in Danny’s demeanor as they prepared to leave. His shoulders dropped slightly, and there was a fleeting look of relief in his eyes. However, that relief was overshadowed by the palpable fear that clung to him; his tense posture betrayed the anxiety he was trying to hide. It was hard to leave him behind, and Cass almost ran back when she caught sight of Vlad’s possessive hand on Danny’s shoulder and his venomous, angry eyes as she was walking out the door.

As soon as they were in the car, Tim immediately began checking the vehicle and himself for hidden microphones, with Bruce and Cass following his lead with little more than a raised eyebrow. Tim’s decision to search for bugs made sense once he explained that Danny’s room had been bugged,

"Honestly, Danny's so careful with his actions and words everywhere, I wouldn't be surprised if the whole property is bugged."

The drive back to the house they had rented was tense, the atmosphere in the car thick with unspoken concerns. Tim decided to use the ride home to update them on what he had seen. In turn, Bruce spoke about the dinner with Masters, detailing their regrettable failure to extract any additional information from the man. The evening ultimately boiled down to the suspicion that the food had been poisoned. Cass remained silent, not feeling up to talking.

She had her doubts about the food being poisoned; even if the poison hadn't shown any symptoms, her past training should have allowed her to identify it if she had consumed it. It seemed unlikely that Masters possessed a poison so sophisticated that she couldn’t detect it, and the thought only deepened her unease. She though back to how their hosts acted at the start of the dinner.

Danny looked like he was carrying the weight of the world on his shoulders. His eyes darted nervously between them and Masters, his hands trembling slightly as he served the food. The guilt and fear radiating from him were almost palpable, as if he believed he was committing an unforgivable sin by offering them the meal.

Masters, however, didn’t seem like he was planning to poison them. He behaved more like Damian’s classmates had when they once tried to trick him into eating non-vegan food at a gala. His smile was too easy, his gestures too casual, like someone who thought they were pulling off a harmless but cruel prank. It felt like he was purposely feeding them something he knew was outside their comfort zone and ethical beliefs, testing their reactions with a detached amusement.

From the very beginning, Cass had felt a deep discomfort about the food. The way Masters and Danny acted around it had set off her internal alarms. When she took the first bite of the meat, something immediately felt off. The texture was unfamiliar, and the taste was oddly unsettling—not in a way that clearly indicated poison, but in a manner that was subtly disturbing, she didn't know what she was eating. It made her skin crawl, and she couldn’t bring herself to take another bite.

The car coming to a stop in the house’s garage jolted Cass out of her thoughts. They all exited the vehicle, and Jason’s motorcycle was parked beside them as he opened the door. tightly clenched jaw. Like the rest of them, he was frustrated by their inability to take Danny with them, but he wasn’t vocalizing it because he was also worried about what they had eaten.

Once the door was opened, Bruce was ready to rush into his bedroom to get the poison antidote kit, but Jason stopped him,

"Hold on old man, I want to know what the note the kid gave Tim says. It may even say what poison was used; save us time."

"Mnn" Bruce said with a slight nod, and Tim started unfolding the paper in response.

The folded paper was as small as a pinky, but once unfolded, it revealed a full letter-sized sheet, and the text filled at least half of it. Tim skimmed the text as he usually did before reading aloud, but his face quickly drained of color. His eyes widened in horror and disgust. Instead of reading aloud, he kept running his eyes over the first line repeatedly, his gaze darting between Bruce and Cass. His jaw was clenched tightly, and he struggled to keep his composure, fighting against the bile rising in his throat. Cass couldn’t help but frown deeply, a growing sense of dread settling in as she wondered what the paper could possibly contain.

"Forgot how to read, replacement?" Jason said, his tone lacking its usual edge. He stood beside Tim, his expression a mix of uncertainty and concern, unsure whether to reach for the paper or not.

Tim takes a shudering breath, and Cass herself can't help but shift in her place, her anxiety growing, as they all wait for Tim to gain back his voice and finally read what Danny's note says.

"The meat on the food is human meat." Tim finally says with a strained voice.

There's a moment of silence in the room. Cass keeps her eyes on Tim, hoping, pleading, to find any signs that what she heard is wrong, but Tim only repeats the sentence. Her stomach churns violently as bile rises in her throat. Without effort, she sinks to the ground, her legs giving out as she begins to vomit. The pounding of her heart fills her ears, as black dots fill her sight and her hands tremble uncontrollably. She is dimly aware of Bruce doubling over beside her, and the sound of Jason hitting the wall.

She ate human meat. It may have just been a bite, but she ate human meat. The dinner had been made from human meat. Her mind recoiled at the abhorrent thought. The thought of the soup they were served makes her vomit once more. She gasps for air, her body shaking as she fights against the rising tide of revulsion, desperately trying to rid herself of the lingering taste and the horrifying realization of what they ingested. She feels Tims hand doing smalls circles in her back and realizes that tears had been falling from her face.

/-/-/-/-/-/-/-/-/-

Danny's hands trembled as he injected himself with another dose of ectoplasm. The shaking made the syringe jab painfully as he withdrew it, causing drops of blood and ectoplasm to fall to the floor while the injury quickly healed. Ten minutes of continuous electrical shocks wasn’t the worst punishment he had received from Vlad, but it had the most severe drawbacks. His body had a harder time recovering from electrical damage than from any other kind of harm, and Vlad often exploited this weakness.

He took a deep breath as the last of the Lichenberg marks disappeared from his legs and arms, leaving only the ones he’d gotten from his death. He sat on the bathroom floor, staring at the ceiling, his legs and arms still trembling. He wasn’t sure if the tremors were from the electrical aftershocks or his own anxiety. Vlad had been furious about his little stunt with the soup and had once again reminded him that they weren't eating Danny’s friends because he was such a "compassionate guardian."

The reminder had thrown Danny into a couple of panic attacks once he was allowed to return to his room. He thanks he's advanced dissociative abilities for not having those panics attacks in front of Vlad. He doesn't wan't to know how the man would try to exploit that.

But even as his whole body trembles and aches, he doesn’t regret his decisions. This is his only chance for things to change. The Waynes are a powerful family with connections to the Justice League. While the League has not interfered with what has happened in Amity Park up till now, they might get involved if the Waynes reach out to them. It’s wishful thinking, and he’s risking a lot, but this gut-wrenching dinner has become the first glimmer of hope he’s had since his family’s death, and he’ll hold onto it with his half-life.

Once he's body stops trembling and he's head feels a bit clearer, he needs to text Sam and Tucker. He'll depend on them for this to not backfire on all denizens.

[smartinfologiks]

Predictive Analytics vs Descriptive Analytics vs Prescriptive Analytics

Here’s a three-minute guide to understanding and choosing the right descriptive, predictive, and prescriptive analytics for use across your business chain.

With enormous data available to businesses concerning the supply chain, companies are now adopting analytics solutions to extract meaningful and insightful volumes of data to help enhance decision-making.

Deeming all the analytics solutions can be a challenging task. Fortunately, these analytics alternatives are categorised extensively into three different types. None of them is better than another they co-exist and complement each other. For businesses to have a holistic view of the market and how a firm competes effectively within the market need a dynamic analytic environment which encompasses the:

Predictive Analytics: Predicting & Understanding the Future

Predictive analytics follows its roots to “predict” what might occur. These analytics are all about understanding the future. Predictive analytics is useful in providing firms with actionable insights based on real-time data. It also offers estimates concerning the likelihood of a future outcome. Note: no statistical algorithm can “predict” the future with 100 percent assurance. Businesses use these stats to forecast what might occur in the future. Because predictive analytics is based on probabilities. Predictive analytics combines historical data discovered in ERP, CRM, HR, and POS systems to identify data patterns and apply statistical models and algorithms to seize the relationship between multiple data sets. It can be used by companies to forecast customer behaviour and buying patterns to identify emerging trends in sales activities.

Descriptive Analytics: An Insight into the Past

Descriptive analytics does precisely what its name implies: they “describe,” or summarize, raw data and create it into something interpretable by humans. They’re merely the analytics that demonstrates the past. Descriptive analytics is helpful as they enable us to learn from past behaviours, and understand how they can influence future outcomes. This underlying data is a count or aggregate of a filtered data column to which typical math is applied. Leverage descriptive analytics to understand at an aggregate level what is happening in your firm, and when you are willing to summarize and describe multiple business facets.

Prescriptive Analytics: Aforethought on Possible Outcomes

This relatively novel stream of prescriptive analytics enables users to “prescribe” different possible actions and instruct them towards a solution. In short, these analytics are all about advice and suggestions. This analytics attempt to quantify the impact of future decisions to suggest possible outcomes before the decisions are made. At its best, prescriptive analytics not only predicts what will happen but also suggest why it will happen, offering suggestions concerning actions that will benefit from predictions. If implemented appropriately, they can greatly impact business decision-making as well as the company’s bottom line. Biggies in the market have already adopted prescriptive analytics to optimize production, scheduling, and inventory to ensure they’re providing the right products at the right time as well as optimizing the customer experience.

Still, in business, the most compelling areas sakes, marketing, operation, and finance departments are pedestals on descriptive and predictive analytics. Reach out to Smartinfologiks to optimize your business with the analytics solution, today!

[littleoddwriter]

I haven't really seen anyobody talk about this here-

Caracalla lost everybody close to him (father figure and twin brother) on the same day, both technically by his own doing, but doesn't even remember half of that anyway, and is now desperate to keep at least one person around, still. he might not even remember his own screaming voice demanding her crucifixion due to her betrayal. and if he does, he clearly wants to take it back and keep her alive and around him. in terms of human companions, she's all he has left. except for Macrinus, of course, but he's still new and another father figure, unable to fill that gaping hole Caracalla's real mother has presumably left and Lucilla is going to leave if she dies. but since Macrinus has the emperor wrapped around his little finger already, just a few words from him convinced Caracalla that this was, in fact, necessary and the only way; thus, sealing Lucilla's fate.

it's devastating to me...

[eggshellsareeat]

Big fan of @wouldyoufuckthisfurry, so here's an impromptu chart of the furries thus far!

Data disclaimer: this chart contains both ongoing polls and completed polls, and compares the two indiscriminately

[kamil-a]

doing the book walk

[aditisposts]

Predictive vs Prescriptive vs Descriptive Analytics Explained 

Business analytics leveraging data patterns for strategic moves comes in three key approaches – descriptive identifying “what has occurred", predictive forecasting “what could occur” and prescriptive recommending “what should occur” to optimize decisions. We decode the science behind each for aspiring analytics professionals.

Descriptive analytics convert volumes of historical data into insightful summaries around metrics revealing business health, customer trends, operational efficiencies etc. using direct analysis, aggregation and mining techniques producing current reports. 

Predictive analytics forecast unknown future probabilities applying statistical, econometric and machine learning models over existing data to minimize uncertainties and capture emerging behaviors early for mitigation actions. Risk models simulate scenarios balancing upside/downside tradeoffs. 

Prescriptive analytics take guidance one step further by dynamically recommending best decision options factoring in key performance indicators for business objective improvements after predicting multiple futures using bell curve simulations. Optimization algorithms deliver preferred actions.

While foundational data comprehension and wrangling abilities fuel all models – pursuing analytics specializations focused on statistical, computational or operational excellence boosts career-readiness filling different priorities global employers seek!

Posted By:

Aditi Borade, 4th year Barch,

Ls Raheja School of architecture 

Disclaimer: The perspectives shared in this blog are not intended to be prescriptive. They should act merely as viewpoints to aid overseas aspirants with helpful guidance. Readers are encouraged to conduct their own research before availing the services of a consultant.

[mickeys-malarkey]

[ID: Screenshot of a tweet by tsu cookin up stuff @/tsurudraws, which reads:

"I cannot iterate enough how fucking exciting this is, and how much this is how Al was SUPPOSED to be used for."

Quoting a tweet by Women Posting W's @/womenpostingws, which reads:

"Researchers at MIT developed a system using Al that can detect breast cancer 5 years before it develops."

And has three soft tissue scans of a breast, all three with a red square highlighting a specific spot, and the third showing that the highlighted spot has developed a tumor.

A second screenshot of another tweet by the quote-tweeter, which reads:

"I cannot iterate enough how cool this is, ESPECIALLY since their method is more accessible resource wise (wildly important given how often emerging techniques are 💸💸💸💸)"

And has a link to an article presumably about it.

And, lastly, screenshot of a… LinkedIn or Facebook post? By Aliette de Bodard, which reads:

"Analytical ai vs generative ai: one of these is doing cataloguing and diagnoses and a whole bunch of stuff that's super useful. The other is... being sold everywhere as solving problems but insofar as I'm concerned it mostly hallucinates language. (Analytical ai is also less resource intensive because it trains its model and that's it)" /end ID]

Perfect example: this vs. the absolutely worthless, almost always incorrect AI summaries that now seem to be the default top result on Google which you know is gonna be the only thing that most people read. 🫠

[portraitsofguilt]

can anybody help me figure out how to make c.ai bots? i have a couple arcane, resident evil, and other misc character ones that i wanna do, but have no idea where to start

[sociocosmos]

Elevate Your Pinterest Game with Sociocosmos

Are you looking to take your Pinterest profile to new heights? Sociocosmos is your ultimate solution to supercharge your Pinterest presence. With a wide range of high-quality Pinterest services, we empower you to:

Gain Real Pinterest Followers: Attract genuine followers who are genuinely interested in your content.

Boost Pinterest Likes: Increase engagement and visibility with authentic likes on your pins.

Enhance Pinterest Views: Drive more traffic to your profile and pins.

Improve Pinterest Reach: Expand your audience and connect with a larger following.

Why Choose Sociocosmos?

High-Quality Services: We deliver only the best, ensuring organic growth and lasting results.

Fast and Reliable Delivery: Experience swift service without compromising quality.

Secure and Confidential: Your privacy is our priority. We guarantee safe and secure transactions.

24/7 Customer Support: Our dedicated team is always ready to assist you.

How to Get Started:

Choose Your Package: Select the service that aligns with your goals.

Place Your Order: Provide the necessary details and complete your purchase.

Relax and Watch Your Growth: Our team will handle the rest, delivering results efficiently.

Don’t Miss Out on the Opportunity to Dominate Pinterest!

Elevate your brand, increase your influence, and achieve your Pinterest goals with Sociocosmos. Start your journey today!

[umarblog1]

Best Data Analytics Course in Kanpur

Ready to master the art of data analysis and analytics? Look no further! Our Data Analytics course in Kanpur is the ultimate platform to kickstart your journey into the world of data-driven insights.

Secure your future in the dynamic field of data analytics. Don't miss this opportunity to enroll in the best Data Analytics course in Kanpur, Delhi, Noida all cities in India. Join us today and transform data into actionable insights!

[sganalytics]

The Evolution of Data Analytics: From Descriptive to Predictive and Prescriptive��

Data analytics has advanced significantly over the last several years, from simple descriptive analytics to predictive analytics, prescriptive analytics, and so on. The progress bears testimony to the growing business need to understand not only history but also future scenarios. This post will briefly overview the evolution of data analytics types. 

Descriptive Analytics: The Beginning 

A quote by George Santayana suggests that if you cannot remember the past, you are more likely to repeat it. Accordingly, you want to use descriptive analytics when summarizing historical event data. Note that to inspect what has happened over a specific period, you require statistical techniques and computing methods for continuous data aggregation, data mining, and visualization. Since descriptive analytics focuses on what happened, finding patterns or trends using previously recorded details from multiple valid sources is essential. 

For example, in a data insights company serving a retail organization, descriptive analytics examine last year’s sales data to reveal which products sold the most units during which season. It is this analysis that is really important for knowing the current situation of the business and for making comparisons and planning future strategies. Still, the primary power of descriptive analytics is in being able to tell us about what happened without explaining why it happened or predicting what might happen next. 

Predictive Analytics: The Interval 

Eric Siegel once said, in his book, that predictive analytics is the technology that excels at learning from experience data to estimate people’s future behavior and drive better decisions. 

In the same way, when firms felt that traditional descriptive analytics was not good enough to compete with the high expectations of the contemporary business landscape, they embraced predictive analytics. Predictive analytics uses unique statistical models powered by machine learning algorithms to tell you what the future holds for your organizational goals. 

When forecasting those events, predictive analytics solutions might analyze historical records to uncover relationships between multiple variables. Moreover, ML models help include more dynamic factors to derive conclusions based on best and worst possibilities. Therefore, you get comprehensive reports on all potential future patterns of outcomes. 

Prescriptive Analytics: The Aftermath 

Ed Catmull believes the manager’s job has nothing to do with preventing risks. Instead, a manager must make it safe to take them. 

While predictive analytics may indicate what is likely to happen, prescriptive analytics not only foretells what is going to happen but also gives a suitable recommendation on how to handle the future risk that is soon going to materialize. Prescriptive analytics skills comprise incremental optimization and scenario-specific stimulatory modeling in order to find out “what happens if” as well as “what one should do about it” types of ideas. 

Prescriptive analytics is very valuable, as decision-making can be very complex when there are huge variables and possible outcomes to consider. For instance, it aids companies in not only forecasting the future but also preparing for the future by creating an action plan beforehand. 

The Integration of Descriptive, Predictive, and Prescriptive Analytics 

Researchers worldwide want to standardize descriptive, predictive, and prescriptive workflows for unified insight extraction and visualized reports. 

Descriptive analytics may function as the foundation by giving insight into past performance metrics. 

Later, predictive analytics builds on that base by predicting future trends. 

Finally, prescriptive analytics adds a final layer by suggesting optimal actions. 

These three data analytics types are used synergistically in real life by enterprises. A firm could first leverage descriptive analytics in order to understand past customer behavior, then apply predictive analytics in order to gauge future purchasing patterns, and finally use prescriptive analytics in order to design specific marketing strategies customized to certain customer groups. 

The Future of Data Analytics Evolution 

Today, corporate leaders have to make use of the best strategies, tools, and talent available in the current market to predict their future, ensuring that the outcomes they prefer do not remain hypothetical promises. That is the only method to thrive in this hypercompetitive data-centric era to surpass your rivals in market share and crucial metrics like the average revenue per user (ARPU). 

[itsgerges]

Best Regards

The Gravitational Waves Reflection In The Solar System

(Analytical Study) (Revised)

or

or

or

Abstract

Paper question

How Is Planet Velocity Defined?

Paper Hypothesis No. (1)

The solar system is one energy moves in space and reflects 3 times - the points of the reflection are the planets- as a result- the planets are created depending one each other by this energy reflection.

The Explanation Of The Hypothesis No. (1)

I- Preface

Why do we need to define Planet velocity here? Because

Planet velocity definition disproves The Solar System Classical Description. 

II- The hypothesis Explanation in details

The Energy Reflection Definition

The Energy Reflection Proves

The Energy Reflection Result

The Energy Reflection Objective

Saturn Creation Depends On Uranus And The Earth

Let's explain the previous items in following

I- Preface

Why do we need to define Planet velocity before any other discussion in this paper? Because Planet velocity disproves The Solar System Classical Description. 

The classical description refutation is a great event because the theories depend on it and – that means- more than 12 theories are wrong in the modern physics book

Shortly- more than the half of the modern physics book provides imaginary ideas and wrong theories because the solar system classical description is wrong.

Let's see examples to explain that clearly

Example No. (1)

No Planet Moves By The Sun Gravity- Newton is wrong- I have proved this fact since long time- and I explained that- Planet moves by the force caused its creation- means- the planet creation and motion is done by one force only otherwise this planet would be broken- simply – if two forces have effects on the same planet it would be broken- means- the planet moves with its creation force- again No planet moves by the sun gravity-

The example shows a gap between the physics book and the solar system facts – Newton imaginary idea is believed by everyone since 400 years! 

But- the example doesn't show how great the gap is- in fact the shock is coming from The Sun Nuclear Fusion Theory- let's see the next example

Example No. (2)

The Sun Is Created By The Planets Motions Energies–The Sun Is A Phenomenon

Here we can see the gap clearly

The solar planets were found in their orbits before the sun creation and the planets were revolving around a point in space (this point has no light)

The planet motion produces energy (1/2 mv^2) and this energy is stored in the space in waves form- the planets were revolving around this point for long periods till the stored motion energy in the space be massive energy-

From this massive motion energy the light beam is created (the sun rays is created)

The sun rays is created from this energy- that tells why the sun corona temperature is 5 millions Kelvin but the sun surface is 5800 Kelvin- simply- because The Sun Is Not Doing Nuclear Fusion To Produce Its Rays, the rays is created by the planets motions energies– The Sun Rays Show The Great Gap Between The Physics Book And The Facts  

The wrong description is the reason behind the imaginary ideas and wrong theories in the physics book- one more example- the scientists won Nobel prize in physics for their discovery for the gravitational waves- these scientists told us – the gravitational waves are produced by the sun gravitational field which is NOT FACT– the gravitational waves are produced by Planet motion energy- where the planet moves and produces energy (1/2 mv^2) and the planet can't store its motion energy inside its body otherwise its temperature would be raised for that the planet motion energy is stored in the space In Waves Form- the scientists discovered these waves and they called them gravitational waves!! Let's provide one more example

Example No. (3)

The big bang theory tells us the planet creation is done by random process- in details- the theory tells–some planets are suffered from collisions and these collisions changed their diameters and masses- by that we can't know their original diameters and masses by that the current values of these diameters and masses are found by chance and without any geometrical reasons and should be considered random data-

For example- Jupiter diameter now is 142984 km but what's this diameter value in the first creation of Jupiter?

The big bang theory and all random creation ideas are wrong and nonsense- shortly- I have my planet diameter equation which proves Planet diameter is created based on a geometrical rule- means- for example- Jupiter diameter is created at first as 142984 km and never changed since its creation- if any planet had collision and changed its diameter this collision results would be recorded in this planet motion features- as happened with Mars- Mars original orbit was between Mercury and Venus and Mars had migrated to its current orbit- and Mars had collided with Venus and The Earth in its migration motion- but Mars diameter equation refers frequently to its original orbit features and data- that tells the planet motion provides a record for its history because all data is required for planet motion- by that – all data depends on geometrical rules and no random process is used in it –

let's introduce my planet diameter equation in following….

Planet Diameter Equation (v1/v2)= (s/r)= I

v = Planet Velocity                                                          and  r = Planet Diameter

s= Planet Rotation Periods Number In Its Orbital Period

I= Planet Orbital Inclination        (example, 1.8 degrees be produced as a rate 1.8)

v2, s, r and I are belonged to one planet and v1 is belonged to another planet

The planet (v1) is defined by test the minimum error 

Earth Equation uses Neptune velocity

Mars Equation uses Pluto velocity

Jupiter Equation uses the Earth moon velocity

Saturn Equation uses Mars velocity

Uranus Equation uses Neptune velocity (As Earth)

Neptune Equation uses Saturn velocity

Pluto Equation uses the Earth moon velocity (As Jupiter)

(The Equation works from The Earth To Pluto) (the discussion explains the reason)

Example

Neptune Equation (89143 /49528) = 9.7/ 5.4 =1.8         

89143          = Neptune rotation periods number in Neptune orbital period

49528 km    = Neptune diameter

9.7 km/s      = Saturn velocity

5.4 km/s      = Neptune velocity

59800 days = Neptune orbital period (and Neptune rotation period =16.1 hours)

1.8 degrees = Neptune Orbital Inclination

The equation tells planet diameter is created based on its velocity –means- Neptune diameter is 49528 km because Neptune velocity is 5.4 km/s

The Equation Concept

Planet diameter should be a function in its orbital distance –otherwise- this planet would be broken by its motion- the fact is that – The necessary requirement for planet safe motion is to create a function between this planet diameter and its orbital distance

BUT- the designer can't create a function has only 2 variables (Planet diameter and its orbital distance)- the function in this case can't be useful because – If this planet changes its orbital distance its diameter would be broken also because the diameter is a direct function in the orbital distance without any other variables -As A Result  

The designer created the planet diameter as a function in this planet rotation period and the planet rotation period is created as a function in this planet velocity and the planet velocity is created as a function in this planet orbital distance- by that- the function between the planet diameter and its orbital distance is created but the function contains also more variables (rotation period, orbital period and velocity)- by that- if the planet changes its orbital distance- this planet diameter will not be changed but its rotation period, orbital period, and velocity will be changed and the diameter will be saved-

NOTICE-Mars is the example for this theory because Mars original orbit was between Mercury and Venus and Mars had migrated from its original orbit to its current one- after Migration Mars changed its motion data but the diameter is saved

NOTICE- Planet diameter equation is very useful to analyze the energy reflection in the solar system because the equation shows the changes in data resulting from the energy reflection- for example- the equation produces the planet orbital inclination-but in Saturn equation- the equation produces the value (0.4) while we know Saturn orbital inclination is 2.5 degrees- the value (0.4) is produced because the energy is reflected in Saturn and that caused effect on the data by that the value (2.5) become (1/2.5) = 0.4- that's why I refer to my planet diameter equation in this discussion because the equation can work as a tool of anatomy which can see clearly what's happening for the energy in each planet-

Matter Definition

My planet diameter equation provides a new definition for the matter – this definition is found to answer the question- (How Can Planet Velocity And Motion Be Defined Before This Planet Creation?)

What's The Matter And How Is Created?

The matter and space are created from the same one energy and both move with the motion of this energy from which they are created- but- the matter creates for itself a distinguish form and moves by different velocity from the space motion (notice the gravitational waves prove the space has motion and not static).

This is similar to the sea of water- the space is similar to the sea of water and the matter is similar to a whirlpool (vortex) found on the sea page-

The whirlpool (vortex) is created by the sea water and it's carried by the sea water motion- spite of that- the whirlpool is different in its form from the sea waves – also the whirlpool moves by different velocity from the sea waves motion velocity- this example gives explanation for the matter definition- the matter is similar perfectly to the whirlpool on the sea page- it's created by the sea water motion but it has a distinguish form and different velocity from the sea waves-

Also

The whirlpool dimensions depend on the sea water motion features- for example – we have a whirlpool its diameter is 2 meters, this diameter is formed by the sea water motion features (the water velocity- amount-pressure -……etc) that tells the whirlpool is found later after the sea creation- and the water motion is found before the whirlpool creation- this meaning is a fact for the matter creation and dimensions- the matter dimensions are created based on this matter motion- means- the motion is defined before the matter creation- this is proved strongly by my planet diameter equation- the equation tells (for example) Neptune diameter is 49528 km because Neptune velocity is 5.4 km/s- the whirlpool idea explains how the planet matter data is defined based on its motion- because

The original energy was found in motion at first and the planet matter is created from this moving original energy and the planet matter dimensions are defined by this original energy motion features- after the planet creation, the planet moves with this original energy motion means the planet moves this same motion based on which the planet data is created that's why the planet data is in full harmony with the planet motion features.

Also the idea shows the planet motion reason- as I proved before- no planet moves by the sun gravity- Newton is wrong- because the planet creation and motion are done by one force only otherwise this planet would be broken if two forces have effects on it

Here we see the planet motion reason- the planet moves with the original energy from which this planet is created-     

What's the original energy?

The original energy is one light beam energy- because – the solar planets and their distances are created from one energy and this energy is provided by one light beam –means – the planets are geometrical points found on the same one light beam and the planets move with this light beam motion-

By that the planets are similar to carriages in one train and the light beam is this train engine- the light motion causes all planets motions

NOTICE - this definition of the matter and planet is very important for our discussion because the paper hypothesis no. (1) tells – the solar system is one energy moves in the space and reflected on some points and these points are the planets- the reflection of energy discussion will show how each planet data and motion depend on the other planet motion by the energy reflection effect- shortly- (The Planet Is A Geometrical Point) this idea is the best one can explain the energy reflection data- by that we can understand how the energy motion and reflection can effect on the planet creation and motion- the energy reflection discussion is found in the paper first hypothesis explanation. 

Planet Velocity Definition

Again let's ask ……Why Do We Need To Define The Planet Velocity? ……….

Because – the planet velocity definition refutes the solar system classical description- the definition proves the planet is a geometrical point on the moving energy (and refute the classical definition tells – planet is a solid body created independently from the space and other planets) – in fact the planets are created depending on each other – The 9 planets are as 9 knots or snarls on the same one rope or cable – No planet is created independently– also all of them are created by the same one motion and the same one reason- (imagine you have a ladder or stairs is consisted of 9 units- all units are similar and found for the same reason)- the data proves this fact also

Planet velocity definition provides a powerful proof against Newton theory of the sun gravity-No Planet Motion Depends On Its Mass- Newton is wrong- the velocity Definition Doesn't Refer To Planet Mass- Also planet velocity definition provides a direct strong proof for the energy reflection in the solar system- also – the velocity definition explains the complex machine behind the planet motion which refutes again the naïve idea of Newton about this motion- 

The planet velocity definition shows the general design of the solar system where all planets data is defined based on its velocity- means- the planet velocity is defined at first (after the orbit definition) and all other data is defined based on this velocity as we have seen the planet diameter is defined by the rate (v1/v2) by my planet diameter equation and planet orbital distance is defined by the rate (v1/v2)^2 and planet orbital period is defined by the rate (v1/v2)^3- shortly- the motion is the planet life

SHORTLY

I refute the solar system classical description and I wanted to put a piece of strong proof in the first pages of my paper to show that the refutation doesn't depend on ideas or logical analysis- but the refutation depends on the contradiction between the physics theories and the planets creation & motion data- If the contradiction is proved that tells the description is wrong because the planets data can NOT be wrong

Let's start our discussion

How is planet velocity defined?

Kelper stated, planet orbit defines its velocity, this rule is proved by the equation (v1/v2)^2=(d2/d1) where (d= planet orbital distance) and (v= planet velocity)

BUT

How Is The Planet Velocity Defined? And By What Rules?

Planet velocity is defined by Three Rules let's see them in following

(i) First Rule  

v1v2 = constant= 322  (my 5th equation)

47.4 km/s (Mercury velocity)    x 6.8 km/s (Mercury velocity)             =322

35 km/s (Venus velocity)          x 4.7 km/s (Pluto velocity) x 2            =322

29.8 km/s (The Earth velocity) x 5.4 km/s (Neptune velocity) x 2       =322

24.1 km/s (Mars velocity)         x 13.1 km/s (Jupiter velocity)             =322

(Max error 2%)

The rule (v1v2=322) tells the velocities are defined in pairs and not individually, each planet velocity has its own complementary- the rule tells the velocities are reflected on one another- the reflection of energy and data will be studied in details in planet velocity discussion-

In this rule we interest for the constant (322)- let's ask- why the constant = 322? 

The constant 322 depends on the speed 1.16 million km per second because

(1160000 seconds = 322 hours) - Means

Mercury (47.4 km/s) moves in 6.8 hours a distance = 1.16 million km and

Uranus (6.8 km/s) moves in 47.4 hours a distance   = 1.16 million km

Shortly -we realize that the constant 322 is produced based on the speed 1.16 million km per second- means- the planets velocities are complementary each other because they are defined as functions in this same speed 1.16 million km per second

(This is similar to electron and positron are produced from Gamma ray, The two particles depend on Gamma energy in their masses)

Based On This Data

I concluded there's a light beam its speed 1.16 million km per second and from this light beam energy the solar system is created- and the planets velocities are defined as functions in this speed 1.16 million km per second and that causes the velocities to be complementary each other-

(Please note the speed 1.16 million km per second is proved strongly by other data in my paper specially because the light created the space at first before any planet creation by that all distances in the solar system are created by the energy of this light beam and its speed 1.16 million km per second is registered in the data)

(ii) Second Rule  

v1v2 = 1

The velocity here uses the solar day (86400 seconds) – let's prove that-

Mercury moves per solar day              = 4.095 million km

Venus moves per solar day                 = 3.024 million km

The Earth moves per solar day            = 2.574 million km

The Moon moves per solar day           = 2.4 million km

Mars moves per solar day                   = 2.082 million km

Jupiter moves per solar day                = 1.1318 million km

Saturn moves per solar day                 = 0.838 million km

Uranus moves per solar day                = 0.5875 million km

Neptune moves per solar day              = 0.4665 million km

Pluto moves per solar day                   = 0.406 million km

AND

0.406 (Pluto velocity)               x 2.4 (the moon velocity)             = 1   (error 2.5%)

0.4665 (Neptune velocity)         x 2.082 (Mars velocity)                 = 1 (error 2.5%)

0.5875 (Uranus velocity)          x 3.024 (Venus velocity)/1.772   = 1   (error 2.5%)

0.838 (Saturn velocity)             x 1.1318 (Jupiter velocity)           = 1  (error 5%)

(1.772 = π^1/2)

The second rule tells very similar meaning (v1v2= constant= 1)

The data uses the velocities per solar day for that the constant is changed from 322 into 1 but the rule is the same- (v1v2= Constant)

I want to say- the rule (v1v2 = Constant) tells a clear idea that (The Velocities Are Reflected On Each Other) this conclusion is simple one (A x 1/A= constant=1)  

The rule proves the energy is reflected in the solar system and this reflection has effect on the planets data and for that the planets velocities are defined by this energy  reflection and the velocities are produced complementary each other as a result.

Notice

The second rule causes confusion because the complementary player is changed- for example Pluto is complementary with Venus (in the first rule 35 x 4.7 x 2 = 322) but Pluto is complementary with the Earth moon in the second rule (0.406 x 2.4 = 1) that tells the players are changed which is illogical idea- how can we solve this problem?

The third rule solves it – let's see this rule in following 

(iii) Third Rule  

v1/v2 = 0.8 (based on the planets order)

47.4 km/s (Mercury velocity)    x 0.8   = 38 (35 km/s = Venus velocity error 7.25%)

35 km/s (Venus velocity)          x 0.8   = 27.78 (The moon velocity)

29.8 km/s (The Earth velocity) x 0.8   = 24.1 (Mars velocity)                  (error 1%)

24.1 km/s (Mars velocity)         x 0.8   = 2 x 9.7 (Saturn velocity)

13.1 km/s (Jupiter velocity)       x 0.8   = 2 x 5.4 (Neptune velocity) (error 3%)

6.8 km/s (Uranus velocity)        x 0.8   = 5.4 (Neptune velocity)

5.4 km/s (Neptune velocity)      x 0.8   = 4.3 (Pluto velocity 4.7 the error 7.25%)

Please note

The error 7.25 is found by the rate 1.0725 – that means

47.4 km/s (Mercury velocity) x 0.8 = 38 = 1.0725 x 35 km/s (Venus velocity)

5.4 km/s (Neptune velocity) x 0.8 = 4.3= 4.7 km/s (Pluto velocity) / 1.0725

29.8 km/s (Earth velocity) = 27.78 km/s (The moon velocity) x 1.0725

We know the rate 1.0725 is found by Lorentz length contraction effect- and we know this rate has effect on around 40% of all planets data – that's why we see this rate has effect on the planets velocities definition-

Let's remember the question-

In the rule (v1v2=322) we found that Pluto is complementary with Venus because

4.7 km/s (Pluto velocity) x 35 km/s (Venus velocity) x 2 = 322

But in the rule (v1v2 =1) we found Pluto is complementary with the moon because

0.406 mkm (Pluto Velocity Daily) x 2.4 mkm (The Moon Velocity Daily) = 1

The question asked – if the planets velocities are defined in pairs complementary each other and not individually how can the players be changed? 

The answer tells – the planets velocities are rated by (0.8) based on the planets order means – the moon velocity daily 2.4 mkm = Venus velocity daily 3.024 mkm x 0.8

The rate (0.8) defines all planets velocities depend on each other by order-

Now let's see Planet velocity final definition – because- the definition uses three planets velocities together and not only two – let's put that clearly in following-

(iv) The Planet Velocity Final Definition

 (A)

47.4 km/s (Mercury velocity) x 0.8 = 38 km/s (Venus velocity 35 km/s)

Venus moves per solar day 3.024 million km -But

1/3.024 = 0.3307 million km = Uranus moves per solar day 0.5875 million km /1.77

(note 1.77 = π^1/2) and (38 = 35 x 1.0725)

For that

47.4 km/s (Mercury velocity) x 6.8 km/s (Uranus velocity) = 322

(B)

35 km/s (Venus velocity) x 0.8 = 27.78 km/s (The Moon velocity)

The moon moves per solar day 2.4 million km -But

1/2.4 = 0.406 million km = Pluto moves per solar day 0.406 million km

For that

35 km/s (Venus velocity) x 4.7 km/s (Pluto velocity) x 2 = 322

(C)

29.8 km/s (The Earth velocity) x 0.8 = 24.1 km/s (Mars velocity)

Mars moves per solar day 2.082 million km -But

1/2.082 = 0.4665 million km = Neptune moves per solar day 0.4665 million km

For that

29.8 km/s (The Earth velocity) x 5.4 km/s (Neptune velocity) x 2 = 322

(D)

13.1 km/s (Jupiter velocity) x 0.8= 2 x 5.24km/s (Neptune velocity 5.4 km/s error 3%)

Neptune moves per solar day 0.4665 million km - But

1/0.4665 = 2.082 million km = Mars moves per solar day 2.082 million km

For that

13.1 km/s (Jupiter velocity) x 24.1 km/s (Mars velocity) = 322

Shortly

Three planets velocities are defined in each equation- that tells the planet velocity definition is a process more complex than the simple equation (v1v2= constant)

Notice

The 9 planets velocities total is 176 km/s – if we add the Earth moon velocity (29.8 km/s) the total will be 205.8 km/s

The planets velocities are complementary also for this velocity 205.8 km/s – let's see

205.8 km/s = Mercury velocity (47.4 km/s) x Pluto velocity (4.7 km/s) / 1.0725

205.8 km/s = Venus velocity (35 km/s) x Neptune velocity (5.4 km/s) x 1.0725

205.8 km/s = Earth velocity (29.8 km/s) x Uranus velocity (6.8 km/s)

205.8 km/s = Jupiter velocity (13.1 km/s) x Neptune velocity (5.4 km/s) x 3

Mercury velocity = 2 Mars velocity by that Pluto will be used for Mars also

Max error (3%)

Please Note- Saturn is exceptional because

205.8 km/s = 9.7 km/s (Saturn velocity) x 21.4

Where 21.4 hours = 2 x 10.7 hours (Saturn rotation period)

Means- the distance is passed by all planets motions in one hour equal the distance is passed by Saturn in 2 rotation periods (21.4 hours) that tells more analysis is required for Saturn velocity- as we should do later.

(v)

A Question (Why Is The Rate (0.8) Used To Define Each Planet Velocity Based On Its neighbor?)

Kepler stated (Planet orbit defines its velocity) and

My planet orbital distance equation proves each planet orbit is defined based on its neighbor – means- my equation uses only 2 neighbor planets orbital distances

Here also-Planet velocity is defined based on its neighbor – means- this connection enabled Kepler to conclude his statement (Planet orbit defines its velocity)

But Why The Rate (0.8)??

The rate (0.8) is found by the energy reflection effect on Planets velocities definition, for that we need to analyze the energy reflection process deeply to see how the planet velocity is defined by it - The energy reflection process is discussed deeply in the first hypothesis explanation- let's start its discussion in following…

II- The Hypothesis Explanation In Details

Let's remember the paper first hypothesis

The solar system is one energy moves in space and reflects 3 times - the points of the reflection are the planets- as a result- the planets are created depending on each other by this energy reflection.

In following we discuss the energy reflection process in details because the planet velocity definition proves the planets data is reflected on each other and we here try to see as deep as possible how this reflection process is done – the discussion is divided into 5 items which are

Item No. 1 The Energy Reflection Definition

Item No. 2 The Energy Reflection Proves

Item No. 3 The Energy Reflection Result

Item No. 4 The Energy Reflection Objective

Item No. 5 Saturn Creation Depends On Uranus And The Earth

Let's start our discussion in following

Item No. 1 The Energy Reflection Definition

Here we define the reflection of energy – let's do that in following

The solar system is one energy- this energy moves through the space- we can imagine this energy as a light beam or electromagnetic wave- and- the data tells this energy is reflected- let's suppose this energy is reflected from the point (A) to the point (B)- now- these points (A and B) are planets in the solar system-

That tells, the planet is a point in space on which the energy is reflected- it's difficult to accept such strange idea- BUT

The planets data is more strong than our evaluation- we will see that- the planets data is created by the reflection of energy- this fact is proved strongly and doubtless-

For that I analyze the reflection of energy process in details because by this process the planets are created and the energy cycle is completed- for that – we examine the reflection of energy deeply - Now- let's define the energy reflection in following

(i)

The energy is reflected three times in the solar system- from Pluto to Neptune (1st reflection) and from Uranus to Jupiter (2nd reflection) and from Venus to Mars (3rd reflection)

The first and second reflections are unified and work together as one reflection only (later will explain why) - by that – the solar system has 2 basic reflections- the reflection in the outer planets and the reflection from Venus and Mars

(ii)

The reflection of energy is proved strongly because the planets data are changed as a result- let's write these changes in following

What's used as (A) before the reflection will be used as (1/A) after the reflection.

What's used as (a distance) before the reflection will be used as (a period of time) after the reflection

The velocities be squared –the rate (v1/v2) before reflection will be (v1/v2)^2 after the reflection.

The energy direction is changed by the reflection usually

The players of the rates of time are reflected also –

These changes are found in all reflections of energy- that's why the proof is powerful and can't be refuted because the planets data shows the reflection process details

(iii)

Let's see the changes in the planets data generally

(Venus reflection)  

By this reflection of energy Venus orbital circumference 680 million km will be used as Mars orbital period 687 days and it defines Jupiter orbital period (4331 days = 2π x 687 days) and also Saturn orbital period (10747 days = 4π x 687 days x (1/0.8)) where Uranus orbital inclination (0.8 degrees) creates effect on Saturn data

AND

Venus Orbital Period 224.7 days be used as 227.9 million km (Mars orbital distance)

AND

Also the reflection defines the planets diameters by that

Venus circumference 38025 km = Mars Circumference 21346.6 km x 1.772

(π=3.14159= 1.772^2) (more data about this reflection is discussed later)

(The Outer Planets Reflection)  

The reflection is done by Jupiter to Uranus, by that, Jupiter orbital circumference 4900 million km will be used as Uranus orbital period 30589 days where (30589 days = 4900 days x 2π and Neptune orbital period 59800 days = 4900 days x 4π and Pluto orbital period 90560 days = 4900 days x 6π

Notice-  the reflection in the outer planets depends basically on Saturn and it's more complex than this simple data but I put similar data for comparison and later we will discuss the details

  ALSO

The energy reflection at Venus passes above the Earth to Mars- where the Earth moon suffers from the length contraction effect and its motion distance daily is 2.4 mkm = 2.574 mkm (The Earth motion distance daily) / 1.0725

Similar to that 

The energy reflection at Jupiter passes above Saturn to Uranus – Where

Saturn suffers from the length contraction effect because

1433 million km (Saturn orbital distance) x 1.0725 = 2 x 778.6 million km (Jupiter orbital distance) - And- the Earth moon daily displacement is 88000 km and during 10747 days the total be 940 million km=The Earth orbital circumference (where 10747 days = Saturn orbital period)

The previous data shows the reflection energy effect generally- it's important because it compares the data in two different groups and proves the data behaviors are similar- that proves these behaviors are caused by the same one cause- 

But we will analyze each reflection in more details to see how each data is created  

Item No. 2 The Energy Reflection Proves

(a)

Venus reflection of energy is discussed in item no. (4), But - Here We Analyze The Energy Reflections In The Outer Planets- There are two reflections in the outer planets (from Neptune to Saturn) and (from Uranus to Jupiter)- let's explain the energy trajectory

The energy is sent firstly from Pluto to Neptune and then The energy is reflected from Neptune to Saturn–means- it's one reflection is started by Pluto and finished by Saturn- later the energy is reflected one more time from Uranus to Jupiter- but we have to ask- if the energy was in Saturn orbit why this energy is returned again to Uranus? The reason is–Saturn is created as a result for an interaction between Uranus and the Earth- means- Uranus is Saturn Father- and the energy is got by Saturn sent automatically to Uranus and Uranus reflects this energy to Jupiter- we will discuss the process in details later. 

AND    

I put Saturn and Uranus relationship analysis in point No. (5) to prove that Saturn is Created by Uranus effect-

(b)

Also there's story I have to summarize before the data discussion-

Pluto energy is reflected to Neptune – this is the first reflection- means- Neptune should send this same energy to Uranus and then to Saturn and the other planets-BUT – Neptune didn't send the energy to Uranus but kept the energy in Neptune orbit – Uranus could not release the energy from Neptune orbit- for that- Uranus created the interaction with the Earth to create Saturn – Saturn is the warrior created to release the energy from Neptune orbit- by that Saturn released the energy from Neptune orbit and sent it immediately to Uranus and Uranus reflected this energy one more time toward Jupiter- this story is told in details in the paper discussion – but I need its summary here to know that- the reflection between Neptune and Saturn is older than the reflection between Uranus and Jupiter and also this story tells us the final energy is found in Jupiter- means- the energy is sent from Pluto and reaches finally to Jupiter before to send to the inner planets-    

The energy reflection trajectory is very important to explain how the planets data created for that we need to follow this trajectory- let's review is shortly-

The energy is sent from Pluto to Neptune and Saturn forced Neptune to release this energy- by that the first reflection is from (Neptune to Saturn) –the second reflection is from (Uranus to Jupiter) and we understand that Saturn creation depends on Uranus for that the energy is sent (without reflection from Saturn to Uranus)-

The idea is understandable and clear

(c)

The Basic Rule In The Reflection Of Energy

Please pay attention for this rule because this is the major rule in the energy reflection

If the energy is reflected between two planets– that necessitates to have two equal distances are passed by them.

Example

0.4666 mkm (Neptune motion distance per solar day) = Jupiter motion distance in its rotation period

These are 2 equal distances– and this equality is necessary for the energy reflection process because if the two distances are not equal the energy can't be reflected-

This is similar to the radio sending process – the sender and receiver waves should be equivalent otherwise the radio broadcasting can't be got by the receiver-

The two planets should move two equal distances – this is the major requirement to enable the energy reflection process –otherwise the energy can't be reflected – means- the energy can't be sent in the direction defined by the reflection

Shortly- the reflection process defines the energy new direction but the energy is not sending in this direction unless the receiver planet and the sender planet move equal distances- by this method the energy can be sent into the direction defined by the reflection and that enable the energy reflection process to be done - The planets data analysis will explain this rule clearly – Let's start our analysis for the planets data

DATA

DATA NO. 1

1.1318 mkm (Jupiter motion distance per solar day) x 0.8 = 2 x 1.0725 x 0.421 mkm

0.838 mkm (Saturn motion distance per solar day)    x 0.8= 2 x 1.0725 x 0.3129 mkm

0.5875 mkm (Uranus motion distance per solar day)  x 0.8 = 0.4666 mkm

0.4666 mkm (Neptune motion distance per solar day) x 0.8 =  0.3736 mkm

0.406 mkm (Pluto motion distance per solar day)       x 0.8 = 0.3248 mkm

Where

0.4666 mkm = Jupiter Motion Distance In Its Rotation Period

0.3736 mkm = Saturn Motion Distance In Its Rotation Period

0.421 mkm = Uranus Motion Distance In Its Rotation Period

0.3129 mkm = Neptune Motion Distance In Its Rotation Period

DATA NO. 2

(1/0.838 mkm) = 1.17 mkm = 2 x 0.5875 mkm = π x 0.373 mkm

(1/1.1318 mkm) = 0.8835 mkm = 2 x 0.441 mkm

0.4666 mkm = Neptune Motion Distance Per solar day (with 0.441 mkm error 5%)

Notice 9.7 = 5.4 x 1.8 and 13.1 = 6.8 x 1.92 but 1.92 = 1.8 x 1.0725

13.1 km/s = Jupiter velocity                         9.7 km/s = Saturn velocity

6.8 km/s = Uranus velocity                          5.4 km/s = Neptune velocity

DATA NO. 3

Jupiter Motion Distance In Its Rotation Period = 0.4666 mkm = Neptune Motion Distance Per Solar Day – And – Saturn Motion Distance In Its Rotation Period 0.3736 mkm x π = 2 x 0.5875 mkm Uranus motion distance per solar day

DATA NO. 4

Saturn Motion Distance Per Solar Day 0.838 mkm = 2 x 0.421 mkm Uranus motion distance in its rotation period

Saturn Motion Distance Per Solar Day 1.1318 mkm = 1.8 x 2 x 0.3129 mkm Neptune motion distance in its rotation period

(3.1 deg (Jupiter axial tilt) – 1.3 deg (Jupiter orbital inclination)= 1.8 deg)

1.8 degrees = Neptune orbital inclination- and

(Saturn velocity = Neptune velocity x 1.8)

Notice

(0.3129 x2 /0.4666) = (13.1/9.7) = (47.4/35) = (0.421 /0.3129) = (0.5/0.373)= (24/32.4) = (21.4/16.1) 

DATA NO. 5

0.3736 mkm x 3 = 1.1318 mkm

0.3129 mkm x 3 x (2/π)= 0.5875 mkm

DATA NO. 6

0.3736 mkm x π = 1.17 mkm = 1/0.838 mkm= 2 x 0.5875 mkm And

0.4666 mkm x π = 1.46 but (1/1.46 mkm) = 0.685 mkm = 2 x 0.3424 mkm

DATA NO. 7

(a)

0.4666 mkm + 0.3736 mkm + 0.5875 mkm +0.3129 mkm = 1.7406 mkm

1.7406 mkm = (π x 0.5875 mkm)/1.0725               (error 1%)

(b)

9.9 h + 10.7 h + 17.2 h + 16.1 h = 53.9 hours = π x 17.2 hours 

(c)

13.1 km/s + 9.7 km/s + 6.8 km/s +5.4 km/s = 35 km/s = 4 x 8.75 km/s

But 8.75 x (17.2/24) = 6.27 km/s = 6.8 km/s /1.0725

(d)

0.4666 mkm + 0.3736 mkm +0.421 mkm +0.3129 mkm = 1.574 mkm = 0.5 mkm x π

DATA NO. 8

(90560/224.7) x 0.406 = 163.6            = (59800/365.25)

(59800/224.7) x 0.4666 x2 = 248        = (90560/365.25)

Notice (0.816)^2 = 2/3 (error 2%)

DISCUSSION

I have an idea can explain this data, let's write it here 

Preface

The solar system is one energy moves through the space and this energy is reflected on different points in the space – these points are the planets – For example–The energy is reflected from one point in space to another- the first point is called (Neptune) and the second point is called (Saturn) by that the two planets data is defined based on each other by the energy reflection effect.

Also

The same one energy is reflected one more time between two other points- the first point is called (Uranus) and the second point is called (Jupiter)- by that the two planets data is defined based on each other by the energy reflection effect.

Means

The solar system is one energy moves in space and this energy is reflected on different points in the space- in details the energy is reflected between two points (Neptune and Saturn) and then the same energy is reflected one more time between two other points (Uranus and Jupiter) by that these 4 planets data is created based on each other by the reflection–here we analyze the 4 planets data to prove this idea

DATA NO. 1 (ANALYSIS)

1.1318 mkm (Jupiter motion distance per solar day) x 0.8 = 2 x 1.0725 x 0.421 mkm

0.838 mkm (Saturn motion distance per solar day)    x 0.8= 2 x 1.0725 x 0.3129 mkm

0.5875 mkm (Uranus motion distance per solar day)  x 0.8 = 0.4666 mkm

0.4666 mkm (Neptune motion distance per solar day) x 0.8 =  0.3736 mkm

0.406 mkm (Pluto motion distance per solar day)       x 0.8 = 0.3248 mkm Where

0.4666 mkm = Jupiter Motion Distance In Its Rotation Period

0.3736 mkm = Saturn Motion Distance In Its Rotation Period

0.421 mkm = Uranus Motion Distance In Its Rotation Period

0.3129 mkm = Neptune Motion Distance In Its Rotation Period

Why is the rate (1.0725) found in the data? because the wave (the energy) moves by speed of light (300000 km/s) in Saturn orbit- means- the wave velocity was 205.8 km/s through Pluto, Neptune and Uranus orbits and this wave velocity is accelerated in Saturn orbit and its velocity be = speed of light =300000 km/s, for that reason the rate (1.0725) is created because this is (Lorentz length contraction effect rate) and it can be produced only by motion with speed = (99% speed of light =297000 km/s)- shortly- the wave velocity be equal=speed of light = 300000 km/s in Saturn orbit, for that the rate (1.0725) is used for Saturn and Jupiter data-

The previous data can be explained simply by my idea- the rate (0.8) is produced by the energy reflection for that the distances be equal based on this rate- the equal distances are found by the reflection of energy (as we cause a light beam to be reflected on some mirror we will find that the original light beam energy equal the reflected one and by that both have equal distances- that's why the distances are equal) –

In details- the data shows clearly we have 2 different reflections- first reflection from Neptune to Saturn and the second reflection from Uranus to Jupiter- for that the distances are equal- Jupiter motion distance per solar day defines Uranus motion distance in its rotation period and vice versa- Uranus motion distance per solar day defines Jupiter motion distance in its rotation period- and also- Saturn motion distance per solar day defines Neptune motion distance in its rotation period and vice versa- Neptune motion distance per solar day defines Saturn motion distance in its rotation period-

Please note

(a)

The reflection of energy causes the distances to be equal and by that the planets do their motions for these equal distances that explains how planet data is created – I want to say- the used method here is the equal distances be produced by the reflection of energy- for example- Saturn motion distance per solar day (0.838 mkm) defines Neptune motion distance in its rotation period ( 0.3129 mkm) that means the distance 0.3129 mkm is defined before Neptune rotation period be defined- and Neptune created its rotation period as 16.1 hours to move this distance which is defined by the energy reflection- that explains how Neptune rotation period be =16.1 hours

(b)

The designer uses the planets rotation periods as comparable with the solar day- means- the equal distances should be passed by the planets – let’s use example – the equal distances are 0.421 mkm for Jupiter and Uranus– known that Jupiter velocity is greater than Uranus velocity- equal distances can be passed only if (one planet uses the solar day while the other planet uses its rotation period- by this method the planet rotation period is defined)  

Means- planet rotation period is created comparable to the solar day period by the energy reflection process- the idea is simple and understandable (CONT)

Gerges Francis Tawdrous +201022532292

Physics Department-  Physics & Mathematics  Faculty 

Peoples' Friendship university of Russia – Moscow   (2010-2013)

Curriculum Vitae                  https://www.academia.edu/s/b88b0ecb7c

E-mail                            mrwaheid@gmail.com, mrwaheid1@yahoo.com

                                      gergesgerges@yandex.ru                   

ORCID                          https://orcid.org/0000-0002-1041-7147

Facebook                        https://www.facebook.com/gergis.tawadrous

VK                                 https://vk.com/id696655587

Tumblr                           https://www.tumblr.com/blog/itsgerges 

Researcherid                   https://publons.com/researcher/3510834/gerges-tawadrous/

Google                                https://scholar.google.com/citations?user=2Y4ZdTUAAAAJ&hl=en

Livejournal                     https://gerges2022.livejournal.com/profile

Pocket                                                                     https://getpocket.com/@646g8dZ0p3aX5Ad1bsTr4d9THjA5p6a5b2fX99zd54g221E4bs76eBdtf6aJw5d0?src=navbar

PUBLICATIONS

box                                 https://app.box.com/s/47fwd0gshir636xt0i3wpso8lvvl8vnv

Academia                       https://rudn.academia.edu/GergesTawadrous

List of publications         http://vixra.org/author/gerges_francis_tawdrous

Slideshare                            https://www.slideshare.net/Gergesfrancis

[elblogdecleo]

Effective Research Process: From Problem Identification to Reporting Findings

In the realm of academia and beyond, research serves as a pivotal tool for uncovering new knowledge and solving complex problems. Whether you’re a seasoned scholar or a curious beginner, understanding the research process is essential for producing impactful and credible work. In this article, we’ll explore the fundamental stages of the research process and the various modalities that guide…

[weakinthekneez]

i'm starting to understand why the margin of employed autistic people is so low bc tell me why i cant even decide what i want to do in life

[prabhatjairam]

Meta Description

In the vast ocean of search engine optimization (SEO), where algorithms reign supreme and keywords are king, there exists a tiny yet mighty element that often goes unnoticed but holds significant power in influencing search engine rankings and user engagement. This unsung hero is none other than the meta description.

What exactly is a meta description? In simple terms, it's a concise summary of a webpage's content that appears below the title tag in search engine results pages (SERPs). Though not a direct ranking factor, a well-crafted meta description can significantly impact click-through rates (CTRs) and indirectly affect a website's visibility and traffic.

Crafting the Perfect Meta Description

Crafting an effective meta description involves walking a fine line between being descriptive enough to entice users and concise enough to fit within the character limit imposed by search engines, typically around 150-160 characters. Here are some key elements to consider when crafting a compelling meta description:

1. Relevance: Ensure that the meta description accurately reflects the content of the webpage. Misleading descriptions can lead to high bounce rates and damage to your website's reputation.

2. Keyword Placement: While meta descriptions don't directly impact rankings, including relevant keywords can signal to search engines and users that your content is relevant to their query.

3. Unique Selling Proposition (USP): Highlight what makes your content unique or valuable. Whether it's offering expert advice, a solution to a problem, or exclusive insights, your meta description should convey the benefits of clicking through to your page.

4. Call to Action (CTA): Encourage users to take action by including a clear and compelling call to action in your meta description. Phrases like "Learn more," "Discover," or "Shop now" can prompt users to click through to your website.

5. Emotional Appeal: Appeal to users' emotions by tapping into their desires, fears, or aspirations. Emotive language can evoke curiosity and compel users to click on your link.

The Impact of Meta Descriptions on SEO

While meta descriptions themselves are not a direct ranking factor, they indirectly influence SEO in several ways:

1. Improved Click-Through Rates (CTRs): A well-crafted meta description can entice users to click on your link instead of others in the search results, leading to higher CTRs. Search engines interpret high CTRs as a signal of relevance and quality, which can positively impact rankings over time.

2. Reduced Bounce Rates: By accurately setting expectations about the content of the webpage, meta descriptions can help reduce bounce rates. When users find what they're looking for, they're more likely to engage with your content, spend more time on your website, and explore additional pages.

3. Enhanced Brand Visibility: Consistently crafting compelling meta descriptions can help reinforce your brand's messaging and positioning in the minds of users. Over time, users may begin to recognize your brand in search results, leading to increased trust and credibility.

“Looking to supercharge your learning experience? Dive into Study24hr.com, your ultimate online education portal! With a diverse range of courses catering to every learner's needs, Study24hr.com offers engaging content, expert instructors, and flexible learning options. Whether you're looking to upgrade your skills, explore new subjects, or advance your career, Study24hr.com has you covered. Join our vibrant community today and unlock your full potential with this amazing portal!”

Best Practices for Optimizing Meta Descriptions

To maximize the effectiveness of your meta descriptions, consider the following best practices:

1. Keep it Concise: Stick to the recommended character limit to ensure that your meta description displays properly in search results.

2. A/B Testing: Experiment with different variations of your meta descriptions to identify which ones resonate best with your target audience.

3. Stay Updated: Regularly review and update your meta descriptions to reflect changes in your content or to align with evolving search trends.

4. Monitor Performance: Use analytics tools to track the performance of your meta descriptions, including CTRs and bounce rates, and make adjustments as needed.

In conclusion

While meta descriptions may seem like a minor detail in the vast landscape of SEO, their impact should not be underestimated. By crafting compelling and relevant meta descriptions, you can improve your website's visibility, attract more organic traffic, and ultimately achieve your SEO goals. So, the next time you're optimizing your website for search engines, don't forget to pay attention to these unsung heroes of SEO.