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WotV PvP Tactics & Mentality - Six Months of Mediena Bombs & how the Meta Evolves in PvP

WotV PvP Tactics & Mentality - Six Months of Mediena Bombs & how the Meta Evolves in PvP
*** Registration is Now Open until 9/15 for the latest Live PvP tournament, organized by u/LongTimeGaming. There is no entry fee and everyone is guaranteed at least five rounds of combat! Please PM him or myself for details on how to register! ***

For today's entry I want to discuss one of the stronger live PvP strategies currently floating around the meta, particularly at the higher player ranks or with whales smurfing at lower ranks: The Medi (Mediena) Bomb.

What is a Medi Bomb?

Let's start with an example formation:
The non-Medi options are pretty flexible. One of the Mag VCs should be on Medi not House B for extra mag power.

And some idea of what AGI you should be able to see (90+) and other stats:
My medi isn't close to tip top shape - I never use her in live PvP!
Mediena's LB, Cosmo Plume, is well known throughout the community for its power, wide AoE range, and immediate availability. Coupled with Shukuchi Medi has a threat range of NINE squares (movement of 4 plus maximum effective range of 5) and so a forward deployed Medi can reach all possible starting locations except for two on the current PvP map:

Initial Deployment - Medi forward and centered.

From forward center Plume Medi can hit all possible squares except the back two corners - Cid and Mont are about to have a bad day!
Once properly setup the execution of this strategy is as brutal as it is simple: Medi runs forward and tries to OHKO as many of the enemy team as possible. The remaining units in the Medi Bomb formation exist to provide clean-up in the event that enough of the enemy team survives to take out Medi.

Medi Bomb Breakdown - Synergies

The Medi bomb, as it currently exists, comprises three major components: a Shukuchi Mediena, Agility, and as much Magic/Magic Attack equipment and VCs as can be mustered together. If you take away any of these components the win probability of the strategy plummets. Let's examine each in turn:

  • Shukuchi (and forward deployment) - Without Shukuchi and pushing Medi as far forward as you can you leave a lot of squares open where the enemy team can be hiding. No highly competitive team in live PvP is sticking to the default 'three across' formation!
  • Agility - Medi's main weakness is her fragility. If Medi doesn't go first there's the chance that the opponent will have a high speed unit in place to OHKO Medi (i.e., Frederika) or will at least be able to reposition their faster units out of Medi's threat range. Shadow Runner on a Medi is a must of course, but VCs that yield AGI are crucial as well.
  • Magic Attack - Being able to OHKO at least one enemy unit is essential - a unit with 1 HP is as dangerous as a unit with 4000 HP. A Platinum Rod +5, and a high level Trousseau are the most important elements. Mag from Ramuh is useful. You won't have Medi's own mag passive available due to needing Speed + Movement.

Responses to the Medi Bomb - Sample Formations

So here are some sample formations I whipped up - note the screenshots are composites from my main account so levels and etc. are not going to be optimal. There are many variations possible, these are just starting points!

Option 1 - Go Faster than Medi

Gunner Girls that are faster than a Medi Bomb are close to a guaranteed win!
The hardest counter to Medi bomb is a Fred that's faster than her - A properly kitted Fred can OHKO a Medi with sharpshoot off the bat without any external buffs. Because Medi + AGI VC is always faster then a Fred without, you will need to put AGI cards of your own on top of your Fred to ensure you go before the enemy Medi does.

Option 2 - Be able to survive the Plume

This is the second picture here - the first one had an impossible setup for Rain due to my photoshopping (I don't own Rain).
There are of course characters that can survive a plume, even a plume from a super whaled out Medi. Rain is one of these - he's a magic tank off the bat and he has elemental advantage to Medi. Ayaka can stand your viktora back up post plume while Rain can OHKO the Medi.

Option 3 - Be able to Evade the Plume

Miranda is a super useful utility placeholder for these formations
Vinera is pretty popular in live pvp these days due to her combination of speed, power, and high evade. She is essentially unhittable to teams that haven't geared with guaranteed hit options or stacked as much ACC as they can. I don't have a leveled up Vinera to test the above combination for exact hit percentages but an unbuffed Vinera should have about 150-200 evade depending on cards. Not exactly easy to hit with a plume!


A Brief History of the Medi Bomb

Finally, the changes in popularity to the Medi Bomb through time exemplifies the essential elements that define the 'meta' in live PvP: the outcome to nearly every match is a binary win or loss. Any team that is slightly better than another will win almost all the time holding all over elements equal. Medi's evolution in live pvp shows this perfectly.
In the first weeks of WotV, Medi bombs were one of the most common formations available. Medi was I think the fastest launch character and once she hit level 40 she could OHKO most other units common at the time that were also at level 40 (Mont, Sterne, etc.). This meant that Medi could just run up and drop the other team. Lots and lots of Medi v Medi engagements were happening and Medi's dominance in PvE and PvP was often remarked on by jokes or commentary here and elsewhere.
Flash forward to the FFT event or so and Medi bombs disappeared from competitive play. Two things happened: Frederika and increasing toughness of teams. Fred, as I said before, is a hard counter to Medi as long as she goes first and at this stage in the game almost no one had high AGI VCs so Freds melted Medis off the live PvP scene. A secondary effect was that everyone was getting to level 99 on their mains and starting to amass TMRs - Medi stopped being able to OHKO units.
Medi Bombs stayed quiet for the months following FFT until Platinum Rod came out, then whales with +15% AGI off the House Beolve card could go first in most engagements and do enough damage to OHKO broad swaths of units. Now with FFT2 almost done plenty of dolphins or even minnows/f2p willing to proc 5-6 whimseys per day can have their 15% AGI cards so Medi bombs are more accessible.
Essentially, the meta is an unstable equilibrium defined by a complex set of inputs and that binary output of winning/losing. As soon as Medi is one AGI slower then her hard counter *and that hard counter is common* she becomes worthless. Same with the tipping point between OHKO and survival. Right now medi bombs are fast and powerful - therefore viable against many team comps.

Well that wraps up today's post - this one turned out to be longer than I was expecting. Let me know if its too long in the comments and if you have any suggestions for future topics that you'd like a detailed breakdown on please let me know!



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WotV PvP Tactics & Mentality is an irregularly updated series of posts about the most neglected aspect of WotV: Live PvP If you liked this post, feel read to my previous entries in the series:
1. WotV PvP Tactics & Mentality: Playing Ahead vs Playing from Behind
2. WotV PvP Tactics & Mentality: Getting the most out of the GUI and the OODA Loop

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Thoughts on "Fixing The Infantry Meta" via increased spawn time and increased time to kill

tl;dr: People feel like Squad is too fast and aggressive. The level of aggression that is the most effective at winning game is directly tied to spawn timers. The only way to fix this is increase the spawn timers. Also, super deadly rifles mean the hard work of advancing slowly/carefully can too easily be undone, encouraging recklessness, and this must be changed alongside longer spawns.
This thread is a general reply to this very popular thread, and some well thought out posts within it.
A lot of people seem to feel "infantry meta" (what works and wins games for infantry), is not good. The most common description of what is wrong is something like "spawns are too important, spawns are too easy, and everyone just tries to respawn as fast as possible and rush at the point as fast as possible", as explained in some posts here, here, and here.
I think that this description of the way Squad plays out is accurate. Infantry in Squad do tend to play very aggressively and recklessly. But the question we have to ask before we can fix this is "why do players play like a flood?"
It's because it's what wins flags. Flooding means getting to the objective as fast as possible with the most amount of bodies possible. This strategy cannot be defeated by "playing slowly", because the only response to a large amount of bodies moving as fast as they can, is an equal amount of bodies moving as fast as they can.
The game mode of AAS requires that you either meet the enemy head on, or give up flags, which are worth tickets. There is no time or space to setup a trap to outwit this charging beast. You either match the enemy's reckless flood with your own, or you lose.
To make this clear: Flooding does not amount to "throwing away tickets" it is more like "overwhelming the enemy" - Aggression will rack up very good positive kill ratios against slower enemies by dropping FOBs in every which way direction, getting to good ground before their slower enemies, and encircling them. It only feels like "throwing away tickets" when the enemy is doing it better.
This is a direct consequence of the way AAS, hell, any symmetrical battle works, and I think attempts to fix it by messing with flag mechanics is bound to fail. Squad (and PR's) history is full of attempts by the developers to fuck with the flag mechanics in an effort to respond to problems, and it really never changes anything for the better.
Modifying AAS flag value basically has a binary outcome: "Are flags worth getting, or are they not worth getting?" If the answer is "they're worth it" - then flooding is going to be the superior strategy, because the "slow and careful" strategy will just amount to losing flags. The other option of "flags aren't worth it" will just make the game pointless and confusing. What the hell does it mean for there to be a gamemode whose only objective is not worth fighting over? What kind of attack involves trying to take an objective, but is also willing to turn around and go home? Either a flag is worth dying over or it isn't, and if it isn't the game feels completely aimless.
We can't mess with flag mechanics, because flooding being rewarded is the exact same thing as a flag actually being worth fighting over, and AAS only makes sense as long as flags are worth fighting over.
So maybe ticket count is the answer? What if we cut the tickets per side in half? Each death would be worth more, so players would avoid death more? My answer is no, all it would do is reduce the length of the game.
Again, flooding is what earns flags, because flags are worth dying for. The team that does not play aggressively, the team that is not willing to die for a flag is doing nothing but giving up flags. The tactic of "wait, hold up.. don't rush in there" will more often amount to simply allowing the aggressive enemy rushers to gain free ground, time, and tickets. Lower ticket Squad games will just be shorter Squad games.
So how about FOBs? If players are willing to give up really easily, it's often only because there exist many good spawn options for them. What if we reduced the amount of allowed FOBs on the map or something?
Again, flooding the enemy with the most amount of mass and speed possible is what has the most power. Simply reducing the flood's options will not make the flood weaker, it will just localize it. Instead of having lots of FOBs in lots of directions, we will find that games are now won and loss on the basis of the few allowed fobs on the map. But attacking those FOBs will still be done on the basis of flooding it with the most infantry possible. The problem will not be solved, in fact it will probably be worse, because less FOBs will mean less strategic options.
If it isn't FOBs or flags, then what is it? What could make Squad feel less like you're just charging headlong into fire, and more like a tactical shooter where you need to slowly and carefully defeat an enemy in a firefight where you value your life?
It is spawn time. The flood is not what we want to get rid of, because we can't. We need to control it. Slow down its flowrate.
As soon as you increase the spawntime in Squad, the level of aggression, or, the flowrate of the flood goes down. If you've ever played a "one life event" you will understand that the level of aggression that is the most successful in that game is wildly different from regular Squad's, and, it doesn't "break the game." In fact, it's really fun.
Anyone who values their life in Squad right now will quickly realize that they are wasting their time, because the players who don't have returned to fight them within a minute or two, and in that time, the slower player probably hasn't gained any ground at all. The Flood is all about rate of infantry respawning, and the only way to curb this is longer spawns.
This is a difficult thing to realize, because it is not a "quick fix" - there is a serious penalty to anyone playing the game that they need to either deal with, or just enjoy it for what it is. Personally, I like slow games with some downtime so I can think to myself, but for many people it is too much.
What I propose is that we start small. Change the default FOB respawn time to 75 seconds and see what happens. It will be subtle, but players may adapt by not giving up their lives so easily, and maybe even sticking with their medics and squad leaders more. Squad leaders may be less inclined to treat their infantry as disposable and be more likely to lead them tactically.
Players who play slowly and get some kills will then create space and time to then take advantage of. Right now, because spawns are so fast, there is very little space and created by kills ,so you have to rush and be fast to fit into that tiny space and time.
In addition to this change, I think it would be prudent to increase the time to kill on players. Currently in Squad guns are very, very accurate, easy to handle, and kill within 2 or 3 bullets to even the legs or arms.
This fact makes playing slowly less likely to succeed, because your life can disappear so quickly, that any one little mistake or random chance can undo all of the work you have done, advancing slowly and carefully. Very fast kill times encourage recklessness, because at least when you die instantly, there is not much time lost.
What I propose is that the general weapon handling (sight in time, weapon sway, recoil) be made slightly worse, and the modifier for limb shots be changed so that intermediate rifles (AK-74/M4) kill in 4 shots to the limbs, and 3 shots to the stomach, as opposed to the 3 and 2 we have now.
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AJ ALMENDINGER

glimpse into the future of Roblox

Our vision to bring the world together through play has never been more relevant than it is now. As our founder and CEO, David Baszucki (a.k.a. Builderman), mentioned in his keynote, more and more people are using Roblox to stay connected with their friends and loved ones. He hinted at a future where, with our automatic machine translation technology, Roblox will one day act as a universal translator, enabling people from different cultures and backgrounds to connect and learn from each other.
During his keynote, Builderman also elaborated upon our vision to build the Metaverse; the future of avatar creation on the platform (infinitely customizable avatars that allow any body, any clothing, and any animation to come together seamlessly); more personalized game discovery; and simulating large social gatherings (like concerts, graduations, conferences, etc.) with tens of thousands of participants all in one server. We’re still very early on in this journey, but if these past five months have shown us anything, it’s clear that there is a growing need for human co-experience platforms like Roblox that allow people to play, create, learn, work, and share experiences together in a safe, civil 3D immersive space.
Up next, our VP of Developer Relations, Matt Curtis (a.k.a. m4rrh3w), shared an update on all the things we’re doing to continue empowering developers to create innovative and exciting content through collaboration, support, and expertise. He also highlighted some of the impressive milestones our creator community has achieved since last year’s RDC. Here are a few key takeaways:
And lastly, our VP of Engineering, Technology, Adam Miller (a.k.a. rbadam), unveiled a myriad of cool and upcoming features developers will someday be able to sink their teeth into. We saw a glimpse of procedural skies, skinned meshes, more high-quality materials, new terrain types, more fonts in Studio, a new asset type for in-game videos, haptic feedback on mobile, real-time CSG operations, and many more awesome tools that will unlock the potential for even bigger, more immersive experiences on Roblox.

Vibin’

Despite the virtual setting, RDC just wouldn’t have been the same without any fun party activities and networking opportunities. So, we invited special guests DJ Hyper Potions and cyber mentalist Colin Cloud for some truly awesome, truly mind-bending entertainment. Yoga instructor Erin Gilmore also swung by to inspire attendees to get out of their chair and get their body moving. And of course, we even had virtual rooms dedicated to karaoke and head-to-head social games, like trivia and Pictionary.
Over on the networking side, Team Adopt Me, Red Manta, StyLiS Studios, and Summit Studios hosted a virtual booth for attendees to ask questions, submit resumes, and more. We also had a networking session where three participants would be randomly grouped together to get to know each other.

What does Roblox mean to you?

We all know how talented the Roblox community is from your creations. We’ve heard plenty of stories over the years about how Roblox has touched your lives, how you’ve made friendships, learned new skills, or simply found a place where you can be yourself. We wanted to hear more. So, we asked attendees: What does Roblox mean to you? How has Roblox connected you? How has Roblox changed your life? Then, over the course of RDC, we incorporated your responses into this awesome mural.
📷
Created by Alece Birnbach at Graphic Recording Studio

Knowledge is power

This year’s breakout sessions included presentations from Roblox developers and staff members on the latest game development strategies, a deep dive into the Roblox engine, learning how to animate with Blender, tools for working together in teams, building performant game worlds, and the new Creator Dashboard. Dr. Michael Rich, Associate Professor at Harvard Medical School and Physician at Boston Children’s Hospital, also led attendees through a discussion on mental health and how to best take care of you and your friends’ emotional well-being, especially now during these challenging times.
📷
Making the Dream Work with Teamwork (presented by Roblox developer Myzta)
In addition to our traditional Q&A panel with top product and engineering leaders at Roblox, we also held a special session with Builderman himself to answer the community’s biggest questions.
📷
Roblox Product and Engineering Q&A Panel

2020 Game Jam

The Game Jam is always one of our favorite events of RDC. It’s a chance for folks to come together, flex their development skills, and come up with wildly inventive game ideas that really push the boundaries of what’s possible on Roblox. We had over 60 submissions this year—a new RDC record.
Once again, teams of up to six people from around the world had less than 24 hours to conceptualize, design, and publish a game based on the theme “2020 Vision,” all while working remotely no less! To achieve such a feat is nothing short of awe-inspiring, but as always, our dev community was more than up for the challenge. I’ve got to say, these were some of the finest creations we’ve seen.
WINNERS
Best in Show: Shapescape Created By: GhettoMilkMan, dayzeedog, maplestick, theloudscream, Brick_man, ilyannna You awaken in a strange laboratory, seemingly with no way out. Using a pair of special glasses, players must solve a series of anamorphic puzzles and optical illusions to make their escape.
Excellence in Visual Art: agn●sia Created By: boatbomber, thisfall, Elttob An obby experience unlike any other, this game is all about seeing the world through a different lens. Reveal platforms by switching between different colored lenses and make your way to the end.
Most Creative Gameplay: Visions of a perspective reality Created By: Noble_Draconian and Spathi Sometimes all it takes is a change in perspective to solve challenges. By switching between 2D and 3D perspectives, players can maneuver around obstacles or find new ways to reach the end of each level.
Outstanding Use of Tech: The Eyes of Providence Created By: Quenty, Arch_Mage, AlgyLacey, xJennyBeanx, Zomebody, Crykee This action/strategy game comes with a unique VR twist. While teams fight to construct the superior monument, two VR players can support their minions by collecting resources and manipulating the map.
Best Use of Theme: Sticker Situation Created By: dragonfrosting and Yozoh Set in a mysterious art gallery, players must solve puzzles by manipulating the environment using a magic camera and stickers. Snap a photograph, place down a sticker, and see how it changes the world.
OTHER TOP PICKS
HONORABLE MENTIONS
For the rest of the 2020 Game Jam submissions, check out the list below:
20-20 Vision | 20/20 Vision | 2020 Vision, A Crazy Perspective | 2020 Vision: Nyon | A Wild Trip! | Acuity | Best Year Ever | Better Half | Bloxlabs | Climb Stairs to 2021 | Double Vision (Team hey apple) | Eyebrawl | Eyeworm Exam | FIRE 2020 | HACKED | Hyperspective | Lucid Scream | Mystery Mansion | New Years at the Museum | New Year’s Bash | Poor Vision | Predict 2020 | RBC News | Retrovertigo | Second Wave | see no evil | Sight Fight | Sight Stealers | Spectacles Struggle | Specter Spectrum | Survive 2020 | The Lost Chicken Leg | The Outbreak | The Spyglass | Time Heist | Tunnel Vision | Virtual RDC – The Story | Vision (Team Freepunk) | Vision (Team VIP People ####) | Vision Developers Conference 2020 | Vision Is Key | Vision Perspective | Vision Racer | Visions | Zepto
And last but not least, we wanted to give a special shout out to Starboard Studios. Though they didn’t quite make it on time for our judges, we just had to include Dave’s Vision for good measure. 📷
Thanks to everyone who participated in the Game Jam, and congrats to all those who took home the dub in each of our categories this year. As the winners of Best in Show, the developers of Shapescape will have their names forever engraved on the RDC Game Jam trophy back at Roblox HQ. Great work!

‘Til next year

And that about wraps up our coverage of the first-ever digital RDC. Thanks to all who attended! Before we go, we wanted to share a special “behind the scenes” video from the 2020 RDC photoshoot.
Check it out:
It was absolutely bonkers. Getting 350 of us all in one server was so much fun and really brought back the feeling of being together with everyone again. That being said, we can’t wait to see you all—for real this time—at RDC next year. It’s going to be well worth the wait. ‘Til we meet again, my friends.
© 2020 Roblox Corporation. All Rights Reserved.

Improving Simulation and Performance with an Advanced Physics Solver

August

05, 2020

by chefdeletat
PRODUCT & TECH
📷In mid-2015, Roblox unveiled a major upgrade to its physics engine: the Projected Gauss-Seidel (PGS) physics solver. For the first year, the new solver was optional and provided improved fidelity and greater performance compared to the previously used spring solver.
In 2016, we added support for a diverse set of new physics constraints, incentivizing developers to migrate to the new solver and extending the creative capabilities of the physics engine. Any new places used the PGS solver by default, with the option of reverting back to the classic solver.
We ironed out some stability issues associated with high mass differences and complex mechanisms by the introduction of the hybrid LDL-PGS solver in mid-2018. This made the old solver obsolete, and it was completely disabled in 2019, automatically migrating all places to the PGS.
In 2019, the performance was further improved using multi-threading that splits the simulation into jobs consisting of connected islands of simulating parts. We still had performance issues related to the LDL that we finally resolved in early 2020.
The physics engine is still being improved and optimized for performance, and we plan on adding new features for the foreseeable future.

Implementing the Laws of Physics

📷
The main objective of a physics engine is to simulate the motion of bodies in a virtual environment. In our physics engine, we care about bodies that are rigid, that collide and have constraints with each other.
A physics engine is organized into two phases: collision detection and solving. Collision detection finds intersections between geometries associated with the rigid bodies, generating appropriate collision information such as collision points, normals and penetration depths. Then a solver updates the motion of rigid bodies under the influence of the collisions that were detected and constraints that were provided by the user.
📷
The motion is the result of the solver interpreting the laws of physics, such as conservation of energy and momentum. But doing this 100% accurately is prohibitively expensive, and the trick to simulating it in real-time is to approximate to increase performance, as long as the result is physically realistic. As long as the basic laws of motion are maintained within a reasonable tolerance, this tradeoff is completely acceptable for a computer game simulation.

Taking Small Steps

The main idea of the physics engine is to discretize the motion using time-stepping. The equations of motion of constrained and unconstrained rigid bodies are very difficult to integrate directly and accurately. The discretization subdivides the motion into small time increments, where the equations are simplified and linearized making it possible to solve them approximately. This means that during each time step the motion of the relevant parts of rigid bodies that are involved in a constraint is linearly approximated.
📷📷
Although a linearized problem is easier to solve, it produces drift in a simulation containing non-linear behaviors, like rotational motion. Later we’ll see mitigation methods that help reduce the drift and make the simulation more plausible.

Solving

📷
Having linearized the equations of motion for a time step, we end up needing to solve a linear system or linear complementarity problem (LCP). These systems can be arbitrarily large and can still be quite expensive to solve exactly. Again the trick is to find an approximate solution using a faster method. A modern method to approximately solve an LCP with good convergence properties is the Projected Gauss-Seidel (PGS). It is an iterative method, meaning that with each iteration the approximate solution is brought closer to the true solution, and its final accuracy depends on the number of iterations.
📷
This animation shows how a PGS solver changes the positions of the bodies at each step of the iteration process, the objective being to find the positions that respect the ball and socket constraints while preserving the center of mass at each step (this is a type of positional solver used by the IK dragger). Although this example has a simple analytical solution, it’s a good demonstration of the idea behind the PGS. At each step, the solver fixes one of the constraints and lets the other be violated. After a few iterations, the bodies are very close to their correct positions. A characteristic of this method is how some rigid bodies seem to vibrate around their final position, especially when coupling interactions with heavier bodies. If we don’t do enough iterations, the yellow part might be left in a visibly invalid state where one of its two constraints is dramatically violated. This is called the high mass ratio problem, and it has been the bane of physics engines as it causes instabilities and explosions. If we do too many iterations, the solver becomes too slow, if we don’t it becomes unstable. Balancing the two sides has been a painful and long process.

Mitigation Strategies

📷A solver has two major sources of inaccuracies: time-stepping and iterative solving (there is also floating point drift but it’s minor compared to the first two). These inaccuracies introduce errors in the simulation causing it to drift from the correct path. Some of this drift is tolerable like slightly different velocities or energy loss, but some are not like instabilities, large energy gains or dislocated constraints.
Therefore a lot of the complexity in the solver comes from the implementation of methods to minimize the impact of computational inaccuracies. Our final implementation uses some traditional and some novel mitigation strategies:
  1. Warm starting: starting with the solution from a previous time-step to increase the convergence rate of the iterative solver
  2. Post-stabilization: reprojecting the system back to the constraint manifold to prevent constraint drift
  3. Regularization: adding compliance to the constraints ensuring a solution exists and is unique
  4. Pre-conditioning: using an exact solution to a linear subsystem, improving the stability of complex mechanisms
Strategies 1, 2 and 3 are pretty traditional, but 3 has been improved and perfected by us. Also, although 4 is not unheard of, we haven’t seen any practical implementation of it. We use an original factorization method for large sparse constraint matrices and a new efficient way of combining it with the PGS. The resulting implementation is only slightly slower compared to pure PGS but ensures that the linear system coming from equality constraints is solved exactly. Consequently, the equality constraints suffer only from drift coming from the time discretization. Details on our methods are contained in my GDC 2020 presentation. Currently, we are investigating direct methods applied to inequality constraints and collisions.

Getting More Details

Traditionally there are two mathematical models for articulated mechanisms: there are reduced coordinate methods spearheaded by Featherstone, that parametrize the degrees of freedom at each joint, and there are full coordinate methods that use a Lagrangian formulation.
We use the second formulation as it is less restrictive and requires much simpler mathematics and implementation.
The Roblox engine uses analytical methods to compute the dynamic response of constraints, as opposed to penalty methods that were used before. Analytics methods were initially introduced in Baraff 1989, where they are used to treat both equality and non-equality constraints in a consistent manner. Baraff observed that the contact model can be formulated using quadratic programming, and he provided a heuristic solution method (which is not the method we use in our solver).
Instead of using force-based formulation, we use an impulse-based formulation in velocity space, originally introduced by Mirtich-Canny 1995 and further improved by Stewart-Trinkle 1996, which unifies the treatment of different contact types and guarantees the existence of a solution for contacts with friction. At each timestep, the constraints and collisions are maintained by applying instantaneous changes in velocities due to constraint impulses. An excellent explanation of why impulse-based simulation is superior is contained in the GDC presentation of Catto 2014.
The frictionless contacts are modeled using a linear complementarity problem (LCP) as described in Baraff 1994. Friction is added as a non-linear projection onto the friction cone, interleaved with the iterations of the Projected Gauss-Seidel.
The numerical drift that introduces positional errors in the constraints is resolved using a post-stabilization technique using pseudo-velocities introduced by Cline-Pai 2003. It involves solving a second LCP in the position space, which projects the system back to the constraint manifold.
The LCPs are solved using a PGS / Impulse Solver popularized by Catto 2005 (also see Catto 2009). This method is iterative and considers each individual constraints in sequence and resolves it independently. Over many iterations, and in ideal conditions, the system converges to a global solution.
Additionally, high mass ratio issues in equality constraints are ironed out by preconditioning the PGS using the sparse LDL decomposition of the constraint matrix of equality constraints. Dense submatrices of the constraint matrix are sparsified using a method we call Body Splitting. This is similar to the LDL decomposition used in Baraff 1996, but allows more general mechanical systems, and solves the system in constraint space. For more information, you can see my GDC 2020 presentation.
The architecture of our solver follows the idea of Guendelman-Bridson-Fedkiw, where the velocity and position stepping are separated by the constraint resolution. Our time sequencing is:
  1. Advance velocities
  2. Constraint resolution in velocity space and position space
  3. Advance positions
This scheme has the advantage of integrating only valid velocities, and limiting latency in external force application but allowing a small amount of perceived constraint violation due to numerical drift.
An excellent reference for rigid body simulation is the book Erleben 2005 that was recently made freely available. You can find online lectures about physics-based animation, a blog by Nilson Souto on building a physics engine, a very good GDC presentation by Erin Catto on modern solver methods, and forums like the Bullet Physics Forum and GameDev which are excellent places to ask questions.

In Conclusion

The field of game physics simulation presents many interesting problems that are both exciting and challenging. There are opportunities to learn a substantial amount of cool mathematics and physics and to use modern optimizations techniques. It’s an area of game development that tightly marries mathematics, physics and software engineering.
Even if Roblox has a good rigid body physics engine, there are areas where it can be improved and optimized. Also, we are working on exciting new projects like fracturing, deformation, softbody, cloth, aerodynamics and water simulation.
Neither Roblox Corporation nor this blog endorses or supports any company or service. Also, no guarantees or promises are made regarding the accuracy, reliability or completeness of the information contained in this blog.
This blog post was originally published on the Roblox Tech Blog.
© 2020 Roblox Corporation. All Rights Reserved.

Using Clang to Minimize Global Variable Use

July

23, 2020

by RandomTruffle
PRODUCT & TECH
Every non-trivial program has at least some amount of global state, but too much can be a bad thing. In C++ (which constitutes close to 100% of Roblox’s engine code) this global state is initialized before main() and destroyed after returning from main(), and this happens in a mostly non-deterministic order. In addition to leading to confusing startup and shutdown semantics that are difficult to reason about (or change), it can also lead to severe instability.
Roblox code also creates a lot of long-running detached threads (threads which are never joined and just run until they decide to stop, which might be never). These two things together have a very serious negative interaction on shutdown, because long-running threads continue accessing the global state that is being destroyed. This can lead to elevated crash rates, test suite flakiness, and just general instability.
The first step to digging yourself out of a mess like this is to understand the extent of the problem, so in this post I’m going to talk about one technique you can use to gain visibility into your global startup flow. I’m also going to discuss how we are using this to improve stability across the entire Roblox game engine platform by decreasing our use of global variables.

Introducing -finstrument-functions

Nothing excites me more than learning about a new obscure compiler option that I’ve never had a use for before, so I was pretty happy when a colleague pointed me to this option in the Clang Command Line Reference. I’d never used it before, but it sounded very cool. The idea being that if we could get the compiler to tell us every time it entered and exited a function, we could filter this information through a symbolizer of some kind and generate a report of functions that a) occur before main(), and b) are the very first function in the call-stack (indicating it’s a global).
Unfortunately, the documentation basically just tells you that the option exists with no mention of how to use it or if it even actually does what it sounds like it does. There’s also two different options that sound similar to each other (-finstrument-functions and -finstrument-functions-after-inlining), and I still wasn’t entirely sure what the difference was. So I decided to throw up a quick sample on godbolt to see what happened, which you can see here. Note there are two assembly outputs for the same source listing. One uses the first option and the other uses the second option, and we can compare the assembly output to understand the differences. We can gather a few takeaways from this sample:
  1. The compiler is injecting calls to __cyg_profile_func_enter and __cyg_profile_func_exit inside of every function, inline or not.
  2. The only difference between the two options occurs at the call-site of an inline function.
  3. With -finstrument-functions, the instrumentation for the inlined function is inserted at the call-site, whereas with -finstrument-functions-after-inlining we only have instrumentation for the outer function. This means that when using-finstrument-functions-after-inlining you won’t be able to determine which functions are inlined and where.
Of course, this sounds exactly like what the documentation said it did, but sometimes you just need to look under the hood to convince yourself.
To put all of this another way, if we want to know about calls to inline functions in this trace we need to use -finstrument-functions because otherwise their instrumentation is silently removed by the compiler. Sadly, I was never able to get -finstrument-functions to work on a real example. I would always end up with linker errors deep in the Standard C++ Library which I was unable to figure out. My best guess is that inlining is often a heuristic, and this can somehow lead to subtle ODR (one-definition rule) violations when the optimizer makes different inlining decisions from different translation units. Luckily global constructors (which is what we care about) cannot possibly be inlined anyway, so this wasn’t a problem.
I suppose I should also mention that I still got tons of linker errors with -finstrument-functions-after-inlining as well, but I did figure those out. As best as I can tell, this option seems to imply –whole-archive linker semantics. Discussion of –whole-archive is outside the scope of this blog post, but suffice it to say that I fixed it by using linker groups (e.g. -Wl,–start-group and -Wl,–end-group) on the compiler command line. I was a bit surprised that we didn’t get these same linker errors without this option and still don’t totally understand why. If you happen to know why this option would change linker semantics, please let me know in the comments!

Implementing the Callback Hooks

If you’re astute, you may be wondering what in the world __cyg_profile_func_enter and __cyg_profile_func_exit are and why the program is even successfully linking in the first without giving undefined symbol reference errors, since the compiler is apparently trying to call some function we’ve never defined. Luckily, there are some options that allow us to see inside the linker’s algorithm so we can find out where it’s getting this symbol from to begin with. Specifically, -y should tell us how the linker is resolving . We’ll try it with a dummy program first and a symbol that we’ve defined ourselves, then we’ll try it with __cyg_profile_func_enter .
[email protected]:~/src/sandbox$ cat instr.cpp int main() {} [email protected]:~/src/sandbox$ clang++-9 -fuse-ld=lld -Wl,-y -Wl,main instr.cpp /usbin/../lib/gcc/x86_64-linux-gnu/crt1.o: reference to main /tmp/instr-5b6c60.o: definition of main
No surprises here. The C Runtime Library references main(), and our object file defines it. Now let’s see what happens with __cyg_profile_func_enter and -finstrument-functions-after-inlining.
[email protected]:~/src/sandbox$ clang++-9 -fuse-ld=lld -finstrument-functions-after-inlining -Wl,-y -Wl,__cyg_profile_func_enter instr.cpp /tmp/instr-8157b3.o: reference to __cyg_profile_func_enter /lib/x86_64-linux-gnu/libc.so.6: shared definition of __cyg_profile_func_enter
Now, we see that libc provides the definition, and our object file references it. Linking works a bit differently on Unix-y platforms than it does on Windows, but basically this means that if we define this function ourselves in our cpp file, the linker will just automatically prefer it over the shared library version. Working godbolt link without runtime output is here. So now you can kind of see where this is going, however there are still a couple of problems left to solve.
  1. We don’t want to do this for a full run of the program. We want to stop as soon as we reach main.
  2. We need a way to symbolize this trace.
The first problem is easy to solve. All we need to do is compare the address of the function being called to the address of main, and set a flag indicating we should stop tracing henceforth. (Note that taking the address of main is undefined behavior[1], but for our purposes it gets the job done, and we aren’t shipping this code, so ¯\_(ツ)_/¯). The second problem probably deserves a little more discussion though.

Symbolizing the Traces

In order to symbolize these traces, we need two things. First, we need to store the trace somewhere on persistent storage. We can’t expect to symbolize in real time with any kind of reasonable performance. You can write some C code to save the trace to some magic filename, or you can do what I did and just write it to stderr (this way you can pipe stderr to some file when you run it).
Second, and perhaps more importantly, for every address we need to write out the full path to the module the address belongs to. Your program loads many shared libraries, and in order to translate an address into a symbol, we have to know which shared library or executable the address actually belongs to. In addition, we have to be careful to write out the address of the symbol in the file on disk. When your program is running, the operating system could have loaded it anywhere in memory. And if we’re going to symbolize it after the fact we need to make sure we can still reference it after the information about where it was loaded in memory is lost. The linux function dladdr() gives us both pieces of information we need. A working godbolt sample with the exact implementation of our instrumentation hooks as they appear in our codebase can be found here.

Putting it All Together

Now that we have a file in this format saved on disk, all we need to do is symbolize the addresses. addr2line is one option, but I went with llvm-symbolizer as I find it more robust. I wrote a Python script to parse the file and symbolize each address, then print it in the same “visual” hierarchical format that the original output file is in. There are various options for filtering the resulting symbol list so that you can clean up the output to include only things that are interesting for your case. For example, I filtered out any globals that have boost:: in their name, because I can’t exactly go rewrite boost to not use global variables.
The script isn’t as simple as you would think, because simply crawling each line and symbolizing it would be unacceptably slow (when I tried this, it took over 2 hours before I finally killed the process). This is because the same address might appear thousands of times, and there’s no reason to run llvm-symbolizer against the same address multiple times. So there’s a lot of smarts in there to pre-process the address list and eliminate duplicates. I won’t discuss the implementation in more detail because it isn’t super interesting. But I’ll do even better and provide the source!
So after all of this, we can run any one of our internal targets to get the call tree, run it through the script, and then get output like this (actual output from a Roblox process, source file information removed):
excluded_symbols = [‘.\boost.*’]* excluded_modules = [‘/usr.\’]* /uslib/x86_64-linux-gnu/libLLVM-9.so.1: 140 unique addresses InterestingRobloxProcess: 38928 unique addresses /uslib/x86_64-linux-gnu/libstdc++.so.6: 1 unique addresses /uslib/x86_64-linux-gnu/libc++.so.1: 3 unique addresses Printing call tree with depth 2 for 29276 global variables. __cxx_global_var_init.5 (InterestingFile1.cpp:418:22) RBX::InterestingRobloxClass2::InterestingRobloxClass2() (InterestingFile2.cpp.:415:0) __cxx_global_var_init.19 (InterestingFile2.cpp:183:34) (anonymous namespace)::InterestingRobloxClass2::InterestingRobloxClass2() (InterestingFile2.cpp:171:0) __cxx_global_var_init.274 (InterestingFile3.cpp:2364:33) RBX::InterestingRobloxClass3::InterestingRobloxClass3()
So there you have it: the first half of the battle is over. I can run this script on every platform, compare results to understand what order our globals are actually initialized in in practice, then slowly migrate this code out of global initializers and into main where it can be deterministic and explicit.

Future Work

It occurred to me sometime after implementing this that we could make a general purpose profiling hook that exposed some public symbols (dllexport’ed if you speak Windows), and allowed a plugin module to hook into this dynamically. This plugin module could filter addresses using whatever arbitrary logic that it was interested in. One interesting use case I came up for this is that it could look up the debug information, check if the current address maps to the constructor of a function local static, and write out the address if so. This effectively allows us to gain a deeper understanding of the order in which our lazy statics are initialized. The possibilities are endless here.

Further Reading

If you’re interested in this kind of thing, I’ve collected a couple of my favorite references for this kind of topic.
  1. Various: The C++ Language Standard
  2. Matt Godbolt: The Bits Between the Bits: How We Get to main()
  3. Ryan O’Neill: Learning Linux Binary Analysis
  4. Linkers and Loaders: John R. Levine
  5. https://eel.is/c++draft/basic.exec#basic.start.main-3
Neither Roblox Corporation nor this blog endorses or supports any company or service. Also, no guarantees or promises are made regarding the accuracy, reliability or completeness of the information contained in this blog.
submitted by jaydenweez to u/jaydenweez [link] [comments]

Wall Street Week Ahead for the trading week beginning March 9th, 2020

Good Saturday morning to all of you here on wallstreetbets. I hope everyone on this sub made out pretty nicely in the market this past week, and is ready for the new trading week and month ahead.
Here is everything you need to know to get you ready for the trading week beginning March 9th, 2020.

Wall Street braces for more market volatility as wild swings become the ‘new normal’ amid coronavirus - (Source)

The S&P 500 has never behaved like this, but Wall Street strategists say get used to it.
Investors just witnessed the equity benchmark swinging up or down 2% for four days straight in the face of the coronavirus panic.
In the index’s history dating back to 1927, this is the first time the S&P 500 had a week of alternating gains and losses of more than 2% from Monday through Thursday, according to Bespoke Investment Group. Daily swings like this over a two-week period were only seen at the peak of the financial crisis and in 2011 when U.S. sovereign debt got its first-ever downgrade, the firm said.
“The message to all investors is that they should expect this volatility to continue. This should be considered the new normal going forward,” said Mike Loewengart, managing director of investment strategy at E-Trade.
The Dow Jones Industrial Average jumped north of 1,000 points twice in the past week, only to erase the quadruple-digit gains in the subsequent sessions. The coronavirus outbreak kept investors on edge as global cases of the infections surpassed 100,000. It’s also spreading rapidly in the U.S. California has declared a state of emergency, while the number of cases in New York reached 33.
“Uncertainty breeds greater market volatility,” Keith Lerner, SunTrust’s chief market strategist, said in a note. “Much is still unknown about how severe and widespread the coronavirus will become. From a market perspective, what we are seeing is uncomfortable but somewhat typical after shock periods.”

More stimulus?

So far, the actions from global central banks and governments in response to the outbreak haven’t triggered a sustainable rebound.
The Federal Reserve’s first emergency rate cut since the financial crisis did little to calm investor anxiety. President Donald Trump on Friday signed a sweeping spending bill with an$8.3 billion packageto aid prevention efforts to produce a vaccine for the deadly disease, but stocks extended their heavy rout that day.
“The market is recognizing the global authorities are responding to this,” said Tom Essaye, founder of the Sevens Report. “If the market begins to worry they are not doing that sufficiently, then I think we are going to go down ugly. It is helping stocks hold up.”
Essaye said any further stimulus from China and a decent-sized fiscal package from Germany would be positive to the market, but he doesn’t expect the moves to create a huge rebound.
The fed funds future market is now pricing in the possibility of the U.S. central bank cutting by 75 basis points at its March 17-18 meeting.

Where is the bottom?

Many on Wall Street expect the market to fall further before recovering as the health crisis unfolds.
Binky Chadha, Deutsche Bank’s chief equity strategist, sees a bottom for the S&P 500 in the second quarter after stocks falling as much as 20% from their recent peak.
“The magnitude of the selloff in the S&P 500 so far has further to go; and in terms of duration, just two weeks in, it is much too early to declare this episode as being done,” Chadha said in a note. “We do view the impacts on macro and earnings growth as being relatively short-lived and the market eventually looking through them.”
Deutsche Bank maintained its year-end target of 3,250 for the S&P 500, which would represent a 10% gain from here and a flat return for 2020.
Strategists are also urging patience during this heightened volatility, cautioning against panic selling.
“It is during times like these that investors need to maintain a longer-term perspective and stick to their investment process rather than making knee-jerk, binary decisions,” Brian Belski, chief investment strategist at BMO Capital Markets, said in a note.

This past week saw the following moves in the S&P:

(CLICK HERE FOR THE FULL S&P TREE MAP FOR THE PAST WEEK!)

Major Indices for this past week:

(CLICK HERE FOR THE MAJOR INDICES FOR THE PAST WEEK!)

Major Futures Markets as of Friday's close:

(CLICK HERE FOR THE MAJOR FUTURES INDICES AS OF FRIDAY!)

Economic Calendar for the Week Ahead:

(CLICK HERE FOR THE FULL ECONOMIC CALENDAR FOR THE WEEK AHEAD!)

Sector Performance WTD, MTD, YTD:

(CLICK HERE FOR FRIDAY'S PERFORMANCE!)
(CLICK HERE FOR THE WEEK-TO-DATE PERFORMANCE!)
(CLICK HERE FOR THE MONTH-TO-DATE PERFORMANCE!)
(CLICK HERE FOR THE 3-MONTH PERFORMANCE!)
(CLICK HERE FOR THE YEAR-TO-DATE PERFORMANCE!)
(CLICK HERE FOR THE 52-WEEK PERFORMANCE!)

Percentage Changes for the Major Indices, WTD, MTD, QTD, YTD as of Friday's close:

(CLICK HERE FOR THE CHART!)

S&P Sectors for the Past Week:

(CLICK HERE FOR THE CHART!)

Major Indices Pullback/Correction Levels as of Friday's close:

(CLICK HERE FOR THE CHART!

Major Indices Rally Levels as of Friday's close:

(CLICK HERE FOR THE CHART!)

Most Anticipated Earnings Releases for this week:

(CLICK HERE FOR THE CHART!)

Here are the upcoming IPO's for this week:

(CLICK HERE FOR THE CHART!)

Friday's Stock Analyst Upgrades & Downgrades:

(CLICK HERE FOR THE CHART LINK #1!)
(CLICK HERE FOR THE CHART LINK #2!)
(CLICK HERE FOR THE CHART LINK #3!)

A "Run of the Mill" Drawdown

If you're like us, you've heard a lot of people reference the recent equity declines as a sign that the market is pricing in some sort of Armageddon in the US economy. While comments like that make for great soundbites, a little perspective is in order. Since the S&P 500's high on February 19th, the S&P 500 is down 12.8%. In the chart below, we show the S&P 500's annual maximum drawdown by year going back to 1928. In the entire history of the index, the median maximum drawdown from a YTD high is 13.05%. In other words, this year's decline is actually less than normal. Perhaps due to the fact that we have only seen one larger-than-average drawdown in the last eight years is why this one feels so bad.
The fact that the current decline has only been inline with the historical norm raises a number of questions. For example, if the market has already priced in the worst-case scenario, going out and adding some equity exposure would be a no brainer. However, if we're only in the midst of a 'normal' drawdown in the equity market as the coronavirus outbreak threatens to put the economy into a recession, one could argue that things for the stock market could get worse before they get better, especially when we know that the market can be prone to over-reaction in both directions. The fact is that nobody knows right now how this entire outbreak will play out. If it really is a black swan, the market definitely has further to fall and now would present a great opportunity to sell more equities. However, if it proves to be temporary and after a quarter or two resolves itself and the economy gets back on the path it was on at the start of the year, then the magnitude of the current decline is probably appropriate. As they say, that's what makes a market!
(CLICK HERE FOR THE CHART!)

Long-Term Treasuries Go Haywire

Take a good luck at today's moves in long-term US Treasury yields, because chances are you won't see moves of this magnitude again soon. Let's start with the yield on the 30-year US Treasury. Today's decline of 29 basis points in the yield will go down as the largest one-day decline in the yield on the 30-year since 2009. For some perspective, there have only been 25 other days since 1977 where the yield saw a larger one day decline.
(CLICK HERE FOR THE CHART!)
That doesn't even tell the whole story, though. As shown in the chart below, every other time the yield saw a sharper one-day decline, the actual yield of the 30-year was much higher, and in most other cases it was much, much higher.
(CLICK HERE FOR THE CHART!)
To show this another way, the percentage change in the yield on the 30-year has never been seen before, and it's not even close. Now, before the chart crime police come calling, we realize showing a percentage change of a percentage is not the most accurate representation, but we wanted to show this for illustrative purposes only.
(CLICK HERE FOR THE CHART!)
Finally, with long-term interest rates plummetting we wanted to provide an update on the performance of the Austrian 100-year bond. That's now back at record highs, begging the question, why is the US not flooding the market with long-term debt?
(CLICK HERE FOR THE CHART!)

It Doesn't Get Much Worse Than This For Crude Oil

Crude oil prices are down close to 10% today in what is shaping up to be the worst day for crude oil since late 2014. That's more than five years.
(CLICK HERE FOR THE CHART!)
Today's decline is pretty much a continuation of what has been a one-way trade for the commodity ever since the US drone strike on Iranian general Soleimani. The last time prices were this low was around Christmas 2018.
(CLICK HERE FOR THE CHART!)
With today's decline, crude oil is now off to its worst start to a year in a generation falling 32%. Since 1984, the only other year that was worse was 1986 when the year started out with a decline of 50% through March 6th. If you're looking for a bright spot, in 1986, prices rose 36% over the remainder of the year. The only other year where crude oil kicked off the year with a 30% decline was in 1991 after the first Iraq war. Over the remainder of that year, prices rose a more modest 5%.
(CLICK HERE FOR THE CHART!)

10-Year Treasury Yield Breaks Below 1%

Despite strong market gains on Wednesday, March 4, 2020, the on-the-run 10-year Treasury yield ended the day below 1% for the first time ever and has posted additional declines in real time, sitting at 0.92% intraday as this blog is being written. “The decline in yields has been remarkable,” said LPL Research Senior Market Strategist Ryan Detrick. “The 10-year Treasury yield has dipped below 1%, and today’s declines are likely to make the recent run lower the largest decline of the cycle.”
As shown in LPL Research’s chart of the day, the current decline in the 10-year Treasury yield without a meaningful reversal (defined as at least 0.75%) is approaching the decline seen in 2011 and 2012 and would need about another two months to be the longest decline in length of time. At the same time, no prior decline has lasted forever and a pattern of declines and increases has been normal.
(CLICK HERE FOR THE CHART!)
What are some things that can push the 10-year Treasury yield lower?
  • A shrinking but still sizable yield advantage over other developed market sovereign debt
  • Added stock volatility if downside risks to economic growth from the coronavirus increase
  • A larger potential premium over shorter-term yields if the Federal Reserve aggressively cuts interest rates
What are some things that can push the 10-year Treasury yield higher?
  • A second half economic rebound acting a catalyst for a Treasury sell-off
  • As yields move lower, investors may increasingly seek more attractive sources of income
  • Any dollar weakness could lead to some selling by international investors
  • Longer maturity Treasuries are looking like an increasingly crowded trade, potentially adding energy to any sell-off
On balance, our view remains that the prospect of an economic rebound over the second half points to the potential for interest rates moving higher. At the same time, we still see some advantage in the potential diversification benefits of intermediate maturity high-quality bonds, especially during periods of market stress. We continue to recommend that suitable investors consider keeping a bond portfolio’s sensitivity to changes in interest rates below that of the benchmark Bloomberg Barclays U.S. Aggregate Bond Index by emphasizing short to intermediate maturity bonds, but do not believe it’s time to pile into very short maturities despite the 10-year Treasury yield sitting at historically low levels.

U.S. Jobs Growth Marches On

While stock markets continue to be extremely volatile as they come to terms with how the coronavirus may affect global growth, the U.S. job market has remained remarkably robust. Continued U.S. jobs data resilience in the face of headwinds from the coronavirus outbreak may be a key factor in prolonging the expansion, given how important the strength of the U.S. consumer has been late into this expansion.
The U.S. Department of Labor today reported that U.S. nonfarm payroll data had a strong showing of 273,000 jobs added in February, topping the expectation of every Bloomberg-surveyed economist, with an additional upward revision of 85,000 additional jobs for December 2019 and January 2020. This has brought the current unemployment rate back to its 50-year low of 3.5%. So far, it appears it’s too soon for any effects of the coronavirus to have been felt in the jobs numbers. (Note: The survey takes place in the middle of each month.)
On Wednesday, ADP released its private payroll data (excluding government jobs), which increased by 183,000 in February, also handily beating market expectations. Most of these jobs were added in the service sector, with 44,000 added in the leisure and hospitality sector, and another 31,000 in trade/transportation/utilities. Both of these areas could be at risk of potential cutbacks if consumers start to avoid eating out or other leisure pursuits due to coronavirus fears.
As shown in the LPL Chart of the Day, payrolls remain strong, and any effects of the virus outbreaks most likely would be felt in coming months.
(CLICK HERE FOR THE CHART!)
“February’s jobs report shows the 113th straight month that the U.S. jobs market has grown,” said LPL Financial Senior Market Strategist Ryan Detrick. “That’s an incredible run and highlights how the U.S. consumer has become key to extending the expansion, especially given setbacks to global growth from the coronavirus outbreak.”
While there is bound to be some drag on future jobs data from the coronavirus-related slowdown, we would anticipate that the effects of this may be transitory. We believe economic fundamentals continue to suggest the possibility of a second-half-of-the–year economic rebound.

Down January & Down February: S&P 500 Posts Full-Year Gain Just 43.75% of Time

The combination of a down January and a down February has come about 17 times, including this year, going back to 1950. Rest of the year and full-year performance has taken a rather sizable hit following the previous 16 occurrences. March through December S&P 500 average performance drops to 2.32% compared to 7.69% in all years. Full-year performance is even worse with S&P 500 average turning to a loss of 4.91% compared to an average gain of 9.14% in all years. All hope for 2020 is not lost as seven of the 16 past down January and down February years did go on to log gains over the last 10 months and full year while six enjoyed double-digit gains from March to December.
(CLICK HERE FOR THE CHART!)

Take Caution After Emergency Rate Cut

Today’s big rally was an encouraging sign that the markets are becoming more comfortable with the public health, monetary and political handling of the situation. But the history of these “emergency” or “surprise” rate cuts by the Fed between meetings suggest some caution remains in order.
The table here shows that these surprise cuts between meetings have really only “worked” once in the past 20+ years. In 1998 when the Fed and the plunge protection team acted swiftly and in a coordinated manner to stave off the fallout from the financial crisis caused by the collapse of the Russian ruble and the highly leveraged Long Term Capital Management hedge fund markets responded well. This was not the case during the extended bear markets of 2001-2002 and 2007-2009.
Bottom line: if this is a short-term impact like the 1998 financial crisis the market should recover sooner rather than later. But if the economic impact of coronavirus virus is prolonged, the market is more likely to languish.
(CLICK HERE FOR THE CHART!)
Here are the most notable companies (tickers) reporting earnings in this upcoming trading week ahead-
  • $ADBE
  • $DKS
  • $AVGO
  • $THO
  • $ULTA
  • $WORK
  • $DG
  • $SFIX
  • $SOGO
  • $DOCU
  • $INO
  • $CLDR
  • $INSG
  • $SOHU
  • $BTAI
  • $ORCL
  • $HEAR
  • $NVAX
  • $ADDYY
  • $GPS
  • $AKBA
  • $PDD
  • $CYOU
  • $FNV
  • $MTNB
  • $NERV
  • $MTN
  • $BEST
  • $PRTY
  • $NINE
  • $AZUL
  • $UNFI
  • $PRPL
  • $VSLR
  • $KLZE
  • $ZUO
  • $DVAX
  • $EXPR
  • $VRA
  • $AXSM
  • $CDMO
  • $CASY
(CLICK HERE FOR NEXT WEEK'S MOST NOTABLE EARNINGS RELEASES!)
(CLICK HERE FOR NEXT WEEK'S HIGHEST VOLATILITY EARNINGS RELEASES!)
Below are some of the notable companies coming out with earnings releases this upcoming trading week ahead which includes the date/time of release & consensus estimates courtesy of Earnings Whispers:

Monday 3.9.20 Before Market Open:

(CLICK HERE FOR MONDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Monday 3.9.20 After Market Close:

(CLICK HERE FOR MONDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Tuesday 3.10.20 Before Market Open:

(CLICK HERE FOR TUESDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Tuesday 3.10.20 After Market Close:

(CLICK HERE FOR TUESDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Wednesday 3.11.20 Before Market Open:

(CLICK HERE FOR WEDNESDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Wednesday 3.11.20 After Market Close:

(CLICK HERE FOR WEDNESDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Thursday 3.12.20 Before Market Open:

(CLICK HERE FOR THURSDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Thursday 3.12.20 After Market Close:

(CLICK HERE FOR THURSDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Friday 3.13.20 Before Market Open:

(CLICK HERE FOR FRIDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Friday 3.13.20 After Market Close:

([CLICK HERE FOR FRIDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!]())
NONE.

Adobe Inc. $336.77

Adobe Inc. (ADBE) is confirmed to report earnings at approximately 4:05 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $2.23 per share on revenue of $3.04 billion and the Earnings Whisper ® number is $2.29 per share. Investor sentiment going into the company's earnings release has 81% expecting an earnings beat The company's guidance was for earnings of approximately $2.23 per share. Consensus estimates are for year-over-year earnings growth of 29.65% with revenue increasing by 16.88%. Short interest has decreased by 38.4% since the company's last earnings release while the stock has drifted higher by 7.2% from its open following the earnings release to be 10.9% above its 200 day moving average of $303.70. Overall earnings estimates have been revised higher since the company's last earnings release. On Monday, February 24, 2020 there was some notable buying of 1,109 contracts of the $400.00 call expiring on Friday, March 20, 2020. Option traders are pricing in a 9.3% move on earnings and the stock has averaged a 4.1% move in recent quarters.

(CLICK HERE FOR THE CHART!)

DICK'S Sporting Goods, Inc. $34.98

DICK'S Sporting Goods, Inc. (DKS) is confirmed to report earnings at approximately 7:30 AM ET on Tuesday, March 10, 2020. The consensus earnings estimate is $1.23 per share on revenue of $2.56 billion and the Earnings Whisper ® number is $1.28 per share. Investor sentiment going into the company's earnings release has 57% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 14.95% with revenue increasing by 2.73%. Short interest has decreased by 29.1% since the company's last earnings release while the stock has drifted lower by 20.3% from its open following the earnings release to be 12.0% below its 200 day moving average of $39.75. Overall earnings estimates have been revised higher since the company's last earnings release. On Wednesday, February 26, 2020 there was some notable buying of 848 contracts of the $39.00 put expiring on Friday, March 20, 2020. Option traders are pricing in a 14.4% move on earnings and the stock has averaged a 7.3% move in recent quarters.

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Broadcom Limited $269.45

Broadcom Limited (AVGO) is confirmed to report earnings at approximately 4:15 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $5.34 per share on revenue of $5.93 billion and the Earnings Whisper ® number is $5.45 per share. Investor sentiment going into the company's earnings release has 83% expecting an earnings beat. Consensus estimates are for earnings to decline year-over-year by 5.65% with revenue increasing by 2.44%. Short interest has decreased by 15.6% since the company's last earnings release while the stock has drifted lower by 15.3% from its open following the earnings release to be 7.7% below its 200 day moving average of $291.95. Overall earnings estimates have been revised lower since the company's last earnings release. On Tuesday, February 25, 2020 there was some notable buying of 1,197 contracts of the $260.00 put expiring on Friday, April 17, 2020. Option traders are pricing in a 11.1% move on earnings and the stock has averaged a 4.9% move in recent quarters.

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Thor Industries, Inc. $70.04

Thor Industries, Inc. (THO) is confirmed to report earnings at approximately 6:45 AM ET on Monday, March 9, 2020. The consensus earnings estimate is $0.76 per share on revenue of $1.79 billion and the Earnings Whisper ® number is $0.84 per share. Investor sentiment going into the company's earnings release has 62% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 16.92% with revenue increasing by 38.70%. Short interest has decreased by 12.9% since the company's last earnings release while the stock has drifted higher by 5.4% from its open following the earnings release to be 12.0% above its 200 day moving average of $62.53. Overall earnings estimates have been revised lower since the company's last earnings release. Option traders are pricing in a 6.3% move on earnings and the stock has averaged a 8.1% move in recent quarters.

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ULTA Beauty $256.58

ULTA Beauty (ULTA) is confirmed to report earnings at approximately 4:00 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $3.71 per share on revenue of $2.29 billion and the Earnings Whisper ® number is $3.75 per share. Investor sentiment going into the company's earnings release has 73% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 2.77% with revenue increasing by 7.78%. Short interest has increased by 8.7% since the company's last earnings release while the stock has drifted lower by 0.1% from its open following the earnings release to be 9.5% below its 200 day moving average of $283.43. Overall earnings estimates have been revised lower since the company's last earnings release. Option traders are pricing in a 15.3% move on earnings and the stock has averaged a 11.7% move in recent quarters.

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Slack Technologies, Inc. $26.42

Slack Technologies, Inc. (WORK) is confirmed to report earnings at approximately 4:15 PM ET on Thursday, March 12, 2020. The consensus estimate is for a loss of $0.06 per share on revenue of $173.06 million and the Earnings Whisper ® number is ($0.04) per share. Investor sentiment going into the company's earnings release has 67% expecting an earnings beat The company's guidance was for a loss of $0.07 to $0.06 per share on revenue of $172.00 million to $174.00 million. Short interest has increased by 1.2% since the company's last earnings release while the stock has drifted higher by 19.0% from its open following the earnings release. Overall earnings estimates have been revised higher since the company's last earnings release. The stock has averaged a 4.3% move on earnings in recent quarters.

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Dollar General Corporation $158.38

Dollar General Corporation (DG) is confirmed to report earnings at approximately 6:55 AM ET on Thursday, March 12, 2020. The consensus earnings estimate is $2.02 per share on revenue of $7.15 billion and the Earnings Whisper ® number is $2.05 per share. Investor sentiment going into the company's earnings release has 76% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 9.78% with revenue increasing by 7.52%. Short interest has increased by 16.2% since the company's last earnings release while the stock has drifted higher by 1.8% from its open following the earnings release to be 5.7% above its 200 day moving average of $149.88. Overall earnings estimates have been revised higher since the company's last earnings release. On Friday, February 28, 2020 there was some notable buying of 1,013 contracts of the $182.50 call expiring on Friday, March 20, 2020. Option traders are pricing in a 9.2% move on earnings and the stock has averaged a 5.7% move in recent quarters.

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Stitch Fix, Inc. $22.78

Stitch Fix, Inc. (SFIX) is confirmed to report earnings at approximately 4:05 PM ET on Monday, March 9, 2020. The consensus earnings estimate is $0.06 per share on revenue of $452.96 million and the Earnings Whisper ® number is $0.09 per share. Investor sentiment going into the company's earnings release has 83% expecting an earnings beat The company's guidance was for revenue of $447.00 million to $455.00 million. Consensus estimates are for earnings to decline year-over-year by 50.00% with revenue increasing by 22.33%. Short interest has decreased by 4.6% since the company's last earnings release while the stock has drifted lower by 16.1% from its open following the earnings release to be 5.1% below its 200 day moving average of $24.01. Overall earnings estimates have been revised higher since the company's last earnings release. On Wednesday, February 19, 2020 there was some notable buying of 4,026 contracts of the $35.00 call expiring on Friday, June 19, 2020. Option traders are pricing in a 28.0% move on earnings and the stock has averaged a 15.2% move in recent quarters.

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Sogou Inc. $3.85

Sogou Inc. (SOGO) is confirmed to report earnings at approximately 4:00 AM ET on Monday, March 9, 2020. The consensus earnings estimate is $0.09 per share on revenue of $303.08 million and the Earnings Whisper ® number is $0.10 per share. Investor sentiment going into the company's earnings release has 58% expecting an earnings beat The company's guidance was for revenue of $290.00 million to $310.00 million. Consensus estimates are for year-over-year earnings growth of 28.57% with revenue increasing by 1.78%. Short interest has increased by 6.6% since the company's last earnings release while the stock has drifted lower by 27.8% from its open following the earnings release to be 15.7% below its 200 day moving average of $4.57. Overall earnings estimates have been revised lower since the company's last earnings release. The stock has averaged a 3.8% move on earnings in recent quarters.

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DocuSign $84.02

DocuSign (DOCU) is confirmed to report earnings at approximately 4:05 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $0.05 per share on revenue of $267.44 million and the Earnings Whisper ® number is $0.08 per share. Investor sentiment going into the company's earnings release has 81% expecting an earnings beat The company's guidance was for revenue of $263.00 million to $267.00 million. Consensus estimates are for year-over-year earnings growth of 600.00% with revenue increasing by 33.90%. Short interest has decreased by 37.7% since the company's last earnings release while the stock has drifted higher by 12.1% from its open following the earnings release to be 31.9% above its 200 day moving average of $63.71. Overall earnings estimates have been revised higher since the company's last earnings release. On Wednesday, March 4, 2020 there was some notable buying of 1,698 contracts of the $87.50 call expiring on Friday, March 20, 2020. Option traders are pricing in a 8.5% move on earnings and the stock has averaged a 10.0% move in recent quarters.

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DISCUSS!

What are you all watching for in this upcoming trading week?
I hope you all have a wonderful weekend and a great trading week ahead wallstreetbets.
submitted by bigbear0083 to wallstreetbets [link] [comments]

Escape from Tarkov New Player Guide 2.0: 75 Pages and packed with all the information you could ever need for success!

Introduction

Greetings, this is dumnem, also known as Theorchero, but you can call me Theo. I'm an experienced Tarkov player and I'm writing this guide to try and assist new Tarkov players learn the game, because it has one hell of a learning curve. We'll be going over a lot of different aspects of this guide, and it is going to be huge. Feel free to digest this in parts.
Additionally, this is a work in progress. I will write as much as I can in one Reddit post, but subsequent parts will be in additional comments. Google Docs Version (Note: Link is placeholder atm, but here is a sneak preview!)
Disclaimer: Tarkov recently updated to .12! That's a HUGE amount of information that I need to update. Please be patient! If there is anything I have gotten wrong or may have omitted, please let me know.
This is Primarily directed towards Tarkov Novices, but should be useful for even Tarkov Veterans. It hopefully includes everything you need to know to be able to go into a Raid equipped for success and to successfully extract with gear.
Want to play with friends? Want to have fun and learn Tarkov? Check out my discord here.

Changelog

3/9/20:
  • [Updated for .12]
  • Money making strategies completed.
  • Minor grammar adjustments, adding additional medical items.
  • Added additional resources, updated old ones.
  • Hideout section complete

Table of Contents

  • Tarkov Overview - What is Escape from Tarkov?
  • Tarkov Resources - Useful links
  • Tarkov's Maps
  • Tarkov's Health System
  • Tarkov's Hideout System
  • Tarkov's Quest System and Progression
  • Tarkov's Hotkeys to Know
  • Getting Started
  • Player Scavs
  • New Player's loadouts - LL1 Traders
  • What to Loot - How to get the most money per slot
  • Stash Management - How to combat Gear Fear
  • Tarkov Economy - How do I make money?
  • What now?

Tarkov Overview - What is Escape from Tarkov?

Escape from Tarkov is a tactical, realistic, FPS with MMO elements developed by Battlestate Games. It is currently in closed Beta. The game features several maps in which your primary character, your PMC, goes into Raids in order to find and salvage loot and useful equipment to survive and thrive in Tarkov. Death is very punishing in Tarkov. If you die you lose everything you had on you when you die (with the exception of what's inside your Container and your melee weapon) including any equipment you brought with you or what you found inside the Raid.
Enemies can be players (PMCs) or Scavengers ('Scavs') that are either controlled by AI or by players. Unlike many shooters, AI enemies in Tarkov are deadly - they can and will kill you on sight. They have recently been upgraded to act more intelligently, shoot more accurately, and react to situations on the map, such as investigating noise of gunfire or searching. It features beautiful and immersive environments, intricate and in-depth weapon modification system, a complex health system, dynamic and specific loot placement, and multiple options for engagement. Do you want to play slow and stealthy, to avoid fights, or set up a deadly ambush on an unwary foe? Or do you prefer raw combat, where only your quick wit, placements of shots, and tenaciousness determines who gets out alive? It's your Tarkov. You make the rules.

Tarkov Resources - Useful links

I take no credit or responsibility for any of the content in these links. To the best of my knowledge, these are updated consistently and are accurate, but user beware.

Quick-Reference Ammo Chart

An updated ammo chart can be found on the wiki.

Tarkov Wiki

Absolutely fantastic resource. You can visit them here.
It is a massive collection of everything that we players have been able to find.
They contain trades, user-created maps, lists of ammo, parts, weapons, loot, etc. If it's in the game, it's on the Wiki, somewhere.
I highly recommend opening the wiki page for the Map that you plan on raiding in.
Factory
Customs
Woods
Shoreline
Interchange
Reserve
The Lab ('Labs')

Map Keys and You

Huge collection of all the keys in the game. These are also on the wiki, but this page has them all on one page, and tries to inform the user if the key is worth keeping or using.
Check it out here.
This section is open to revision. Mention me in a thread (or in the comments below) about a resource and I'll see about adding it here.

Tarkov's Weapon Compatibility Guide

Pretty self explanatory. Also includes a Key guide and a Mod guide.
Check it out here.

HUGE Reference Bible by Veritas

Courtesy of Veritas (Send me his reddit username?), It's located here. (Open in new tab.) Contains: Detailed information about: Ammunition, Health, Firearms, Body Armor, Helmets, Rigs & Backpacks, Labs & Quest keys. Outdated! Needs to be updated for .12

Offline Raids - Player Practice

Offline raids is a feature added for testing and learning purposes for both new and veteran players alike. It is an incredibly useful tool.
In an offline raid, your progress is not saved. This means you don't keep anything you find, keep any experience 'earned' if you successfully extract, or lose any gear when/if you die. To access OFFLINE Raids, head into a Raid normally until you see this screen. Then Check the box indicating that you want to do an OFFLINE raid and you're good to go! You even have a choice on whether or not to add AI. You can also control how many AI enemies spawn, fewer than normal or a great deal more! You can even make Scavs fight each other. (Framerates beware.)
You can control how many scavs spawn (if any) as well as a number of other paramaters. New players should use offline raids as a tool to practice shooting, controls, movement, etc.

Tarkov's Maps

Tarkov features several maps - ranging from wide, beautiful vistas to ruined factory districts, to an abandoned laboratory where illegal experiments were being conducted. It is important to learn the maps you intend to play. In order to keep your gear, you must 'extract' at one of your designated exfiltration points. Not all extracts will be active every game, and some are conditional.

To see what extracts are available to you, double tap 'O' to show raid time and your exfils. If it has a ???? it might not be open.

Factory

Gate 3 Extract
A small, fast-paced map that was primarily created for PvP. Scavs spawn in all the time. Very close quarters, shotguns and SMGs tend to dominate here. PMCs can only access one Exit (Gate 3) without the Factory Exit Key. Good place to go if you need PMC kills as action is pretty much guaranteed. It is recommended NOT to bring in a lot of gear to Factory until you are experienced.
Factory Map in PvP is best played in Duos - due to the layout of the map, a Maximum of 6 PMCs may be present in the game. Due to the split spawn points, you effectively have 'sides' that have up to 3 spawn locations that are close together. This is why it is recommended to secure/scout enemy spawn locations. If you go in with a Duo, you at max have 2 players on your side for an even 2v2, and if played smartly you can eliminate them and know your 'side' is secure from aggression for the time being.
Upon loading in, scavs usually take a couple minutes to spawn, though this depends on the server in question and isn't super reliable. For new players, the best loadout in Factory is going to be a MP-153 Loadout - using just an MBSS (or similar bag) and ammo in your pocket to fight other players and Scavs. Scavs will often spawn with AKs and other 'vendorable' weapons, so is a good source of income.
Factory is also one of the best maps to Scav into, as Scavs can typically avoid the Exit camping strategy employed by a lot of weaker or newer players in order to secure gear, because they typically have extra exfiltrations whereas PMCs without the Factory Exit Key are stuck using Gate 3.
If you go in with a modicum of gear, it is recommended to keep at least a flashbang (Zarya) in your container. This will allow you to quickly slot it into an empty chest rig or pocket so you can throw it into the exit door, this will flash enemies and is cheap to do - the one time you survive because you flashed the 3 exit campers using shotguns will make this strategy extremely valuable.

Customs

Extract map
A fairly large map that was recently expanded and is expected to receive an overhaul within a patch or two, due to the choke point design of the map. Essentially, players spawn either on 'warehouse' or 'boiler (stacks)' side. If you see a large red warehouse ('big red') near you (Customs Warehouse), then you spawned on the warehouse side. If you don't, you likely spawned near Boiler side. Players can also spawn in several places in the woods North of boilers.
This map has the most quests in the game. Geared players often come to customs to challenge other squads over Dorm loot and to fight a Scav boss. New players are usually trying to do one of several early quests, such as ‘Debut’ which tasks them with killing 5 scavs on Customs and acquiring 2 MR-133 shotguns (pump shotties) from their corpses. Construction is also a popular hotspot as it has a lot of scav spawns as well as the location for the Bronze Pocketwatch, which is Prapor’s second quest.
Customs itself does not offer very much loot on average. There are several spots which can contain decent, but the vast majority is located in a couple different locations.
Dorms is the best loot location for Customs. It has two sets, 2 story and 3 story dorms. They each have their own sections of good loot, but the best is considered to be 3 story dorms, due to the presence of the Marked Room. The marked room requires a marked key to open, and has a good chance to spawn rare loot, such as keytools, documents cases, weapons cases, and high-end weapons. Due to the nature of the high value of this room, it’s almost always contested and it’s one of the best rooms in the game to farm, albeit with difficulty to successfully extract with the loot found. Note, though the key required has a maximum amount of uses, it is a fairly cheap key, and worth buying if you like to run customs and go to Dorms.
Dorms also has a ton of early quests (Operation Aquarius, for one) with some keys being valuable to use, but most dorms keys aren’t worth that much on the market. There’s too many to list here, but make sure to check the Map Keys and You at the top of the guide to determine what the value of a particular key is.
Checkpoint (Military Checkpoint) is also a decent loot spot, though not nearly as good as Dorms. If you have the key, it has a grenade box and 2 ammo boxes which can spawn good ammo. The jacket in the blue car also can spawn good medical keys as well as medical items. It is very close to the gas station, so I’ll include that here as well.
The Gas Station is one of the possible spawn locations for the scav boss. It has loose food items, a weapon box in the side room, with two keyed rooms leading to a safe and a med bag and box. Also contains a couple registers and food spawns on the floor. The emercom key can spawn on the seat in the ambulance out front.
North of the gas station is the Antenna, which contains 3 weapon boxes, a tool box, and a med bag. Possible location for scav boss spawn, albeit rarely, and also spawns regular scavs, like checkpoint and gas station.
Beyond that, there’s scattered loot around the map in different places, but usually not enough to warrant going out of your way for. There’s also scav caches, mostly around the middle road outside construction and around the boiler area.
The scav boss for customs is 'Reshala.’ He has 5 guards that have above-average gear and can be tough to deal with solo. The guards tend to be more aggressive than normal scavs, so they can be a lot to handle but are vulnerable to fragmentation grenades or flashbangs due to their close proximity to one another. Reshala himself has a good chance to have one or more bitcoin in his pockets, as well as his unique Golden TT, which is required for a Jaegar quest and used in conjunction with other Golden TT's to purchase a Tactec, good plate carrier. Reshala may spawn either Dorms (either bldg), New Gas Station, or rarely the tower north of the gas station. Scav bosses are dangerous enemies with escorts that have above-average loot (sometimes great loot) and are hostile to everyone, Including player scavs. Scav guards will approach a player scav and basically tell them to leave the area, and if they walk closer towards the scav boss they turn hostile.
The ‘official’ spawn rate for Reshala is 35%.

Woods

Woods Map with Exfil
A very large map that is mostly just a large forest, with the occasional bunker, and the Lumber Mill in the center. The Lumber Mill is the primary point of interest, as it contains a couple quest locations and is the primary location to farm Scavs, as Scavs killed on woods are a good source of end-game keys that are hard to find.
Since the map is so large and open, sniper rifles with scopes usually reign king here. You will see a lot of players with Mosin rifles as they are a cheap way to train the Sniper skill (for a quest later on) and are capable of killing geared players and scavs alike.
Overall, not usually very populated. An early quest from Prapor sends you here to kill a number of Scavs. A good map to learn the game, as although the loot is not fantastic, you can get experience with how the game runs and operates while fighting AI and possibly getting lucky with a key find off a scav.
As of .12, Woods now houses a Scav boss that acts as a Sniper scav. He is incredibly dangerous and usually carries a tricked-out SVDS. The 7.62x54 caliber is not to be underestimated. That caliber can and will wreck your shit through what most players are capable of wearing, especially early on in a wipe. He may also carry an AK-105, so he's going to be dangerous at both short and long ranges.
He has two guards, and he typically patrols the area around the Sawmill, and carries a key to a cache nearby full of goodies. His key is part of a quest for Jaegar.
Woods also has two bunkers, one of them being an extract and requiring a key. Both bunkers have some moderate loot in them, thus worth visiting, though not necessarily worth going out of your way for them. Several quests occur around the sawmill area, which contains a good couple keys that can spawn.

Shoreline

Shoreline Map, with Loot, Exfil, etc
A very large map, notorious for its FPS hit. Generally speaking, one of the better maps for loot. The primary point of interest is the Resort, but scavs spawn there, and is primarily occupied by hatchlings (players only with hatchet, ie melee weapon) and geared players. Resort has great loot, but requires keys to access most of it.
A great map to learn though from new players as the outskirts still contains plenty of loot and combat opportunities with AI scavs. You can hit Villa, Scav Island, Weather station, Docks, etc and come out with a backpack full of valuable gear fairly easily. The Village (Not to be confused with villa) contains a lot of toolboxes which can contain lots of parts used to upgrade your Hideout.
Location of many quests, including a large quest chain where players are required to kill many, many, scavs on Shoreline. For this and other reasons, probably the best map for new players to learn the game with.
A good loot route is to hit the village (caches in it), scav island (2 med bags, 2 toolboxes, 2 weapon boxes, 1 cache), burning gas station (weapon boxes and a safe), pier (potential extract, 2 pcs 2 safes and lots of filing cabinets), and weather station. Scavs may spawn around these areas, but most players just head straight for resort anyway, so you are much less likely to encounter them, especially if you avoid Mylta power (most players hit it on the way to or leaving from the resort). Excellent route as a player scav as well.

Interchange

Detailed map
Great, great loot area, but very complex map. Old computers might face unique struggles with this map. Features a mostly-binary exfil system like Shoreline, but.. kinda worse. Exfil camping is fairly common on this map, but usually avoidable. Huge map with multiple floors and many many different stores. Communication with teammates is a challenge on this map, but the map is also fantastically detailed.
This map features a lot of loot that depends on the kind of store you're in. It's a great place to farm rare barter materials which are valuable to sell on the Flea market or to use for quests or for hideout upgrades. An early quest (from Ragman) sends you here to kill a large amount of Scavs. I'd recommend getting Ragman to level 2 and accepting his quest asap when going to Interchange, as getting this quest done can take a while as it is and you want all scav kills to count towards progress.
Both the tech stores (Techlight, Techxo, Rasmussen) and department stores (Groshan, Idea, OLI) are the primary places to hit. There’s also Kiba (weapons store) as well as Emercom and Mantis. Players have different strategies, but this map is unique in the sense that it really rewards exploring. Most stores will have things you can grab that are worth quite a bit but are often overlooked. Very popular place to go in as a Player Scav.

Reserve

Brand new map, chock full of loot. Has more complex extracts than other maps, save for Labs. Excellent place to farm rare barter items, computer parts, and especially military hardware. PMCs have limited extracts, most being conditional, and the ones that aren’t require activation of ‘power’ to turn on the extract, which alerts the map the extract has been opened and can spawn Raiders (more on them below.)
Additionally, has a scav boss by the name of Glukhar, who has multiple heavily armed guards. He has multiple spawn locations and can arrive with the train.

The Lab ('Labs')

Here's a map.
DISCLAIMER: Labs, like much of Tarkov, is under constant development, so issues may be fixed or created without warning. Always check patch notes!
Labs is a very complex map compared to the rest of Tarkov. There is a great deal more exfiltrations but many of them have requirements or a sequence of events needed to be able to extract from them. It is recommended to read the Tarkov Wiki on Labs before raiding there.

LABS IS NOT LIKE OTHER MAPS. READ THIS SECTION CAREFULLY.

Labs is a lucrative end-game raid location, comparable to 'dungeons' in other games. They are populated by tougher enemies that give greater rewards. In order to go to labs, you need to acquire a keycard, this functions like mechanical keys but instead of opening a door, they unlock your ability to select Labs for a raid.
They may be found in-raid in various locations, most notably in scavs backpacks, pockets, and in filing cabinets. They may be purchased from Therapist at LL4 for 189K Roubles. Labs are populated by a unique kind of AI enemy, Raiders.

Raiders

Raiders are the Labs form of Scavs, or AI enemies. However, unlike other maps, they cannot contain player Scavs. Raiders have a much tougher than your average scav, they are capable of advanced tactics (such as flanking) and throw grenades and use other consumables as a player would. Once 'locked' onto you, they are typically capable of killing you very quickly, even if you are wearing high-end armor.
In Tarkov, Raiders act like the avatars of Death. They are clad in USEC and BEAR equipment, as they are effectively AI PMCs. Many changes have been made to labs and specifically how Raider AI works and to prevent exploits to easily farm them as well as bugs where they could be deadlier than intended.
A general rule of thumb is not to fight Raiders directly. They can and WILL kill you. Raiders can spawn with 7N9, or 'big boy' ammo. This ammunition type is incredibly lethal to players, even those wearing the toughest armor. If you get shot in the head, doesn't matter what kind of helmet, face shield, killa helmet, etc you are wearing, you will almost certainly die.
Because Raiders are controlled by AI, they have zero ping. They may also end to immediately respond as if you were aggressive even if they did not originally know you were there - ESP Raiders effectively will prone and return fire even as you ADS and put them in your sights.
This is why engaging a Raider must be done very, very carefully. There are a few strategies that you may employ, most commonly some form of baiting them towards an area and then killing them when they arrive. Players may accomplish this by generating noise - gunfire, melee weapon hitting walls, crates, etc, player deaths, players Mumbling (F1 by default) can all attract Raiders to investigate your area.
Due to the high power of Raiders, players often go in with minimal loadouts and seek to avoid conflict with other players, especially geared ones. Most players avoid PvP in Labs, though a good portion of the playerbase thoroughly enjoys hunting down poorly-geared players after they kill a few Raiders for them.
As such, players will lay prone in a hallway, or crouch in a room, and attract Raiders to enter their domicile by opening the door, and immediately headshotting them. Few Raiders actually wear helmets (though some do) so most players specialize in 'flesh ammo' or, ammunition that foregoes armor penetration in favor of raw damage in order to kill Raiders more reliably, because Raiders have slightly higher head health than PMCs do.
Raiders spawn with a great variety of equipment, weapons, armor, and materials such as medication or hideout parts. They tend to have chest armor and may have different helmets. Their pockets can contain Labs keycards, morphine, Ifaks, cash, and other items. They're always worth checking.
Raiders are a good source of grenades, they will often have F-1's and Zarya's in their rig or pockets that you can use to fight off players and Raiders alike.
Recently, changes have been made to Labs to make them less profitable so that other maps are more appealing. The cost and rarity of keycards increased, as well as reducing the frequency that raiders spawn, so that they come in more infrequent groups but also tighter in formation, while also lowering the overall output of individual Raiders, so that they are less likely to have a bunch of extra materials, such as grenades and other items.
Experience Farming on Labs
Labs is one of the best places to farm experience in the entire game. Killing a Raider with a headshot awards 1100 Experience. This does not include any looting, inspection (searching bodies), examine, streak, or other experience.
Killing a large sequence of Raiders gives additional bonus experience in the form of Streak rewards, usually 100 bonus exp per additional kill.
Surviving the raid multiplies all of these sources of experience by 1.5x
Changes coming to Labs
Disclaimer: I am not a BSG developer or employee. This is what I have seen on this subreddit and heard elsewhere. Some might be purely rumor, but other points are confirmed by Nikita Labs is undergoing constant changes. Nikita and BSG take feedback seriously, and always consider what the players are telling them. It known that Labs will eventually be accessed via the Streets of Tarkov map, and will require you to enter that map, make it to the labs entrance, and then extract from Labs to return to Streets of Tarkov and exfil from there as well. This will likely add an additional layer of risk to being ambushed for your goodies along your way out, as well as punishing damage taken in labs more severely. Additionally, keycards will have a limited number of uses, and may open more than one room.
The full extent of the changes coming is not known.
Remember, you can load a map in OFFLINE mode to practice against bots or to learn the map without fear of losing gear.

Tarkov's Health System

Tarkov Wiki Article
Tarkov has a very advanced health system, and while it might seem overwhelming at first, you'll get the hang of it rather quickly. It features a very wide variety of effects and injury, including hydration, energy, blood pressure, blood loss, fractures, contusion, intoxication, exhaustion, tremors and more.
Not all of the Health System is implemented yet. Expect changes!
Your character (PMC, or otherwise) has a combined Health of 435. Each of his limbs have separate health. Taking damage to a limb that reduces it to 0 'blacks' that limb. Blacked limbs are a problem. They greatly impair the activities your PMC performs, and taking damage in a blacked limb amplifies the damage by a multiplier and spreads that damage among your other non-black limbs equally. You cannot heal a blacked limb without the use of a Surgical Kit.
Notes: Bloodloss applies damage to the affected limb and can be spread like other damage to a blacked limb. Treat immediately. Also causes significant dehydration! Bloodloss also helps level your Vitality skill, which in turn gives you experience towards your Health skill, which is necessary to reach level 2 of in order to improve your hideout.
Losing a limb applies additional effects. Fractures also apply these effects but not the damage amplification (Except for damage if running on fractured leg.) Fractures require specialized medical kits to heal.
Dehydration is what happens when your Hydration level reaches 0. You can view your Hydration level in your gear page, at the bottom left. Becoming dehydrated is extremely bad. You take constant damage. Taking dehydration damage can kill you if you have a black chest or head. Restoring hydration helps train Metabolism, which improves positive effects from food and drink.
Head/Chest: Bullet damage resulting in losing your head or chest is instant death. Note: Bloodloss resulting in your Head/Chest being black does not result in death, but any damage to them beyond that point will! A back chest will causes you to cough (much like your stomach!)
Painkillers: Prevents coughing that comes from your chest. Doesn't help otherwise.
Stomach: Massively increased rate of dehydration and energy loss. You must find liquids or exit the Raid soon. Additionally, your PMC will cough sputter loudly, attracting attention. A black stomach multiplies damage taken by 1.5 and redistributes that damage across your entire health pool.
Painkillers: Significantly reduces the frequency and volume of the coughs.
Arms: Makes activities like searching, reloading, etc, take additional time, as well as adding a sway, reducing accuracy. Arms have a .7x damage multiplier.
Painkillers: Reduces sway, removes debuff Pain.
Legs: Blacked legs cause your PMC to stumble and be unable to run. Blacked legs have a 1x damage multiplier.
Painkillers: Allows you to walk at full speed and to run.
WARNING: Running while your legs are blacked or fractured WILL DAMAGE YOU.
Health Items
Tarkov features many health items - 'Aid' items, which can be used to restore your characters health and to fix ailments or injuries he receives as the result of combat or mishaps. The two most important health conditions to consider are bloodloss and fractures, which have both been covered above. Some food items may have ancillary effects, such as losing hydration.
Since in the current patch the only ailments to worry about are bleeding and fractures, it changes which health items are most necessary. We'll go over them below.

Health Restoration

Medical Items on Wiki
AI-2 medkit
The newb's medical kit. You receive several of these when you start Tarkov - they'll already be in your stash. Available from Level I Therapist, they are cheap and effective way of healing early in the game. They will not stop bloodloss. Because of this, you also need to bring bandages or a higher-grade medical kit. Affectionately called 'little cheeses' by the Tarkov community. Using it takes 2 seconds, and because of how cheap it is, it's often brought in by higher level players to supplement their healing without draining their main kit (which is capable of healing bloodloss or sometimes fractures). Due to its short use time, it's often very useful during combat as you can take cover and quickly recover damage taken to a vital limb. They're also useful as you can buy them from Therapist to heal yourself if you died in a raid.
Bandages
The newb's bloodloss solution. Available from Therapist at Level I. A better version, the Army Bandage is available at Level II, after a quest. Mostly obsolete after unlocking the Car Medical kit, but some players value them due to the Car's overall low health pool. Activating takes 4 seconds, and removes bloodloss to one limb.
Splint
The newb's solution to fractures. Cheap, takes five seconds to use, and takes up 1 slot. Fractures are much more common this patch, due to them being added back in the game from standard bullet wounds, not just drops. Available from Therapist at Level I, no quest needed. Can be used to craft a Salewa.
Alu Splint
More advanced form of the normal split. Works the same, but has up to 5 uses. Recommended to carry in your container if possible, due to frequency of fractures from gunfire.
CMS (Compact Medical Surgery) Kit
New medical item added in .12, fantastic item. Allows you to perform field surgery, removing the black limb state and allowing you to heal it beyond 0 hp. Takes 16 seconds to use, and cannot be cancelled so make sure you are safe if you are using it! Will reduce the maximum health of the limb it's used on by 40-55%, but will effectively remove all negative effects incurred by having a black limb. Highly recommended to carry in your container for emergencies. Can be bartered from Jaeger LL1, and purchased for roubles LL2.
Surv12 field surgical kit
Same as the compact surgical kit, but takes 4 seconds longer, and the health penalty is reduces to 10-20% max health of the limb. Considering this kit is 1x3, taking up a huge amount of space, it's probably not worth using. It's just too large. Better this than nothing, though.
Car Medical Kit
The newb's first real medical solution. Available LL1 as a barter (2 Duct Tape) and available for Roubles after completing Therapist's second quest. Has a larger health pool than AI-2's (220, vs AI-2's 100), and removes bloodloss. Takes up a 1x2 slot, so requires to be placed in a tactical rig in order to be used effectively. Cheap and fairly efficient, takes a standard 4 seconds to use. Rendered effectively obsolete when the Salewa is unlocked.
Often kept in a player's secure container as a backup health pool, before IFAKs are unlocked.
Salewa
Good medkit for use in mid and end-game. Contains 400 total health and can remove bloodloss. More rouble efficient form of a healing due to its high health pool, costs 13k roubles. Same size as the Car medical kit, so requires a tactical rig to use effectively. Because Tarkov does not currently have effects like Toxication in the game at the moment, this kit is favored by most players who go into a raid with at least a moderate level of gear. With a high health pool and relatively low cost, it's also a more efficient way of healing damage sustained while in raids. Unlocked at Therapist Level II after completing a level 10 Prapor quest, Postman Pat Part II. Required as part of Therapist's first quest, Shortage. This makes Salewas very valuable early on in a wipe as it gatekeeps the rest of Therapist's quests, most of which occur on Customs early on. Can be crafted in your meds station with a painkiller, splint, and bandage.
IFAK
Fantastic medical kit, and is the one preferred by most players. Features 300 health and the ability to remove bloodloss and a host of other negative effects that are not yet implemented into the game. It does not, however, remove fractures. Taking up only a single slot, it is favored by players in all stages of gear, and it is recommend to carry one in your Secure Container in case of emergencies. Is available at Therapist Level II for a barter (Sugar + Sodium), and may be purchased for Roubles at Level III after completing Healthcare Privacy, Part I. It is a fairly expensive kit, but due to its durability, its small size, and ability to remove bloodloss, it is a very common medical item used by players of all levels. Can be crafted in Lvl 2 medstation.
Grizzly
The 'big daddy' medical kit, boasting an impressive total health resource of 1800. It is also a very large kit, taking up 4 slots (2x2) - in order to be able to use this quickly, it would require specialized tactical rigs that feature a 2x2 slot. It removes all negative effects (some costing HP resource), including fractures. Used by highly-geared players who intend on staying in raids for an extended period of time, or by players with additional Secure Container space available in case of emergencies. It is available for barter at Therapist Level II, and purchase at Therapist Level 4. Due to its price point from Therapist at just under 23k Roubles and its healthpool of 1800, it is by far the most efficient method of healing from raid damage, at a 1.3 roubles per health, dramatically lower than other options available. Can be crafted in Lvl 3 medstation.

Pain Management

Using any of these items results in your character being 'On Painkillers' which allows you to sprint on fractured and blacked legs, as well as reducing effects of fractures and blacked limbs, and removing the debuff Pain. Essentially, the only difference between most of these items are the speed of use, price, availability, and duration of the effect. Note that the Hideout has changed how some of these items are used, and because Tarkov is under constant development, it is very likely that these materials may be used to create higher-grade medkits or to upgrade your medstation. That being the case, it's best to hoard the unknown items for now as efficiently as possible until you know you don't need them.
Analgin Painkillers
The holy grail of pain medication. "Painkillers" have 4 total uses. The total duration is greater than Morphine and less risk of waste. Takes a short time to use, and is available from Therapist Level 1 for both barter and Roubles. Makes a loud, distinctive gulping noise. Can be used to craft Salewa kits.
Morphine
Quick application of painkillers. Favored by some highly geared players as it has greater usability in combat then it's typical counterpart, Painkillers. Has a longer duration, but only one use. It is required for a fairly early Therapist (and a late Peacekeeper) Quest, so it is recommend to hoard 10 of them, then sell the rest unless you intend on using them. They are worth a good amount to Therapist and take up little space so they are a valuable loot item. Available from Therapist for Roubles at Level 4, after completing Healthcare Privacy, Part 3.
Augmentin
Basically a cheaper Morphine. One use, 205s. Not recommended over Painkillers due to its cost. No current barter for this item, so usually it's just a fairly expensive, small loot item. Most likely a component of a medstation manufacturing process or upgrade. Keep it.
Ibuprofen
Powerful painkiller. Lasts 500 seconds and has 12 uses. This item is recommended as your long-term solution for painkillers. While it is valuable because it's used to trade for THICC items case, it's the cheapest component and is very useful as a painkiller. It has a long duration and a large amount of uses, so keep it in your container for use as a painkiller if your primary painkillers wear off. Don't use it completely up, though. Keep the 1/12 bottles for the trade.
Vaseline
Powerful medical item. Cannot be purchased from dealers. Has a maximum of 10 uses. Removes Pain, applies Painkillers for 500 seconds (8.3 minutes). Useful to keep in your container as an alternative to Painkillers, though it takes 6 seconds to use, which is longer than other painkillers. Used as part of a barter trade for the Medcase.
Golden Star Balm
Fairly useful medical item. It can remove Pain and Contusion (not a big deal of a debuff, goes away on its own shortly) and provides a small bonus to hydration and energy. It also removes toxication and Radiation exposure, both of which are not yet implemented into the game. Like Vaseline, has a maximum of 10 uses. Painkiller effect lasts for 10 minutes, and takes 7 seconds to apply. Recommended to take only if you are going on large maps and you have extra room in your container. Can be used with Ibuprofen and 5x Med parts to craft 7 Propital.

Continued below in a series of comments, due to character limit.

submitted by dumnem to EscapefromTarkov [link] [comments]

Wall Street Week Ahead for the trading week beginning March 9th, 2020

Good Saturday morning to all of you here on StockMarket. I hope everyone on this sub made out pretty nicely in the market this past week, and is ready for the new trading week and month ahead.
Here is everything you need to know to get you ready for the trading week beginning March 9th, 2020.

Wall Street braces for more market volatility as wild swings become the ‘new normal’ amid coronavirus - (Source)

The S&P 500 has never behaved like this, but Wall Street strategists say get used to it.
Investors just witnessed the equity benchmark swinging up or down 2% for four days straight in the face of the coronavirus panic.
In the index’s history dating back to 1927, this is the first time the S&P 500 had a week of alternating gains and losses of more than 2% from Monday through Thursday, according to Bespoke Investment Group. Daily swings like this over a two-week period were only seen at the peak of the financial crisis and in 2011 when U.S. sovereign debt got its first-ever downgrade, the firm said.
“The message to all investors is that they should expect this volatility to continue. This should be considered the new normal going forward,” said Mike Loewengart, managing director of investment strategy at E-Trade.
The Dow Jones Industrial Average jumped north of 1,000 points twice in the past week, only to erase the quadruple-digit gains in the subsequent sessions. The coronavirus outbreak kept investors on edge as global cases of the infections surpassed 100,000. It’s also spreading rapidly in the U.S. California has declared a state of emergency, while the number of cases in New York reached 33.
“Uncertainty breeds greater market volatility,” Keith Lerner, SunTrust’s chief market strategist, said in a note. “Much is still unknown about how severe and widespread the coronavirus will become. From a market perspective, what we are seeing is uncomfortable but somewhat typical after shock periods.”

More stimulus?

So far, the actions from global central banks and governments in response to the outbreak haven’t triggered a sustainable rebound.
The Federal Reserve’s first emergency rate cut since the financial crisis did little to calm investor anxiety. President Donald Trump on Friday signed a sweeping spending bill with an$8.3 billion packageto aid prevention efforts to produce a vaccine for the deadly disease, but stocks extended their heavy rout that day.
“The market is recognizing the global authorities are responding to this,” said Tom Essaye, founder of the Sevens Report. “If the market begins to worry they are not doing that sufficiently, then I think we are going to go down ugly. It is helping stocks hold up.”
Essaye said any further stimulus from China and a decent-sized fiscal package from Germany would be positive to the market, but he doesn’t expect the moves to create a huge rebound.
The fed funds future market is now pricing in the possibility of the U.S. central bank cutting by 75 basis points at its March 17-18 meeting.

Where is the bottom?

Many on Wall Street expect the market to fall further before recovering as the health crisis unfolds.
Binky Chadha, Deutsche Bank’s chief equity strategist, sees a bottom for the S&P 500 in the second quarter after stocks falling as much as 20% from their recent peak.
“The magnitude of the selloff in the S&P 500 so far has further to go; and in terms of duration, just two weeks in, it is much too early to declare this episode as being done,” Chadha said in a note. “We do view the impacts on macro and earnings growth as being relatively short-lived and the market eventually looking through them.”
Deutsche Bank maintained its year-end target of 3,250 for the S&P 500, which would represent a 10% gain from here and a flat return for 2020.
Strategists are also urging patience during this heightened volatility, cautioning against panic selling.
“It is during times like these that investors need to maintain a longer-term perspective and stick to their investment process rather than making knee-jerk, binary decisions,” Brian Belski, chief investment strategist at BMO Capital Markets, said in a note.

This past week saw the following moves in the S&P:

(CLICK HERE FOR THE FULL S&P TREE MAP FOR THE PAST WEEK!)

Major Indices for this past week:

(CLICK HERE FOR THE MAJOR INDICES FOR THE PAST WEEK!)

Major Futures Markets as of Friday's close:

(CLICK HERE FOR THE MAJOR FUTURES INDICES AS OF FRIDAY!)

Economic Calendar for the Week Ahead:

(CLICK HERE FOR THE FULL ECONOMIC CALENDAR FOR THE WEEK AHEAD!)

Sector Performance WTD, MTD, YTD:

(CLICK HERE FOR FRIDAY'S PERFORMANCE!)
(CLICK HERE FOR THE WEEK-TO-DATE PERFORMANCE!)
(CLICK HERE FOR THE MONTH-TO-DATE PERFORMANCE!)
(CLICK HERE FOR THE 3-MONTH PERFORMANCE!)
(CLICK HERE FOR THE YEAR-TO-DATE PERFORMANCE!)
(CLICK HERE FOR THE 52-WEEK PERFORMANCE!)

Percentage Changes for the Major Indices, WTD, MTD, QTD, YTD as of Friday's close:

(CLICK HERE FOR THE CHART!)

S&P Sectors for the Past Week:

(CLICK HERE FOR THE CHART!)

Major Indices Pullback/Correction Levels as of Friday's close:

(CLICK HERE FOR THE CHART!

Major Indices Rally Levels as of Friday's close:

(CLICK HERE FOR THE CHART!)

Most Anticipated Earnings Releases for this week:

(CLICK HERE FOR THE CHART!)

Here are the upcoming IPO's for this week:

(CLICK HERE FOR THE CHART!)

Friday's Stock Analyst Upgrades & Downgrades:

(CLICK HERE FOR THE CHART LINK #1!)
(CLICK HERE FOR THE CHART LINK #2!)
(CLICK HERE FOR THE CHART LINK #3!)

A "Run of the Mill" Drawdown

If you're like us, you've heard a lot of people reference the recent equity declines as a sign that the market is pricing in some sort of Armageddon in the US economy. While comments like that make for great soundbites, a little perspective is in order. Since the S&P 500's high on February 19th, the S&P 500 is down 12.8%. In the chart below, we show the S&P 500's annual maximum drawdown by year going back to 1928. In the entire history of the index, the median maximum drawdown from a YTD high is 13.05%. In other words, this year's decline is actually less than normal. Perhaps due to the fact that we have only seen one larger-than-average drawdown in the last eight years is why this one feels so bad.
The fact that the current decline has only been inline with the historical norm raises a number of questions. For example, if the market has already priced in the worst-case scenario, going out and adding some equity exposure would be a no brainer. However, if we're only in the midst of a 'normal' drawdown in the equity market as the coronavirus outbreak threatens to put the economy into a recession, one could argue that things for the stock market could get worse before they get better, especially when we know that the market can be prone to over-reaction in both directions. The fact is that nobody knows right now how this entire outbreak will play out. If it really is a black swan, the market definitely has further to fall and now would present a great opportunity to sell more equities. However, if it proves to be temporary and after a quarter or two resolves itself and the economy gets back on the path it was on at the start of the year, then the magnitude of the current decline is probably appropriate. As they say, that's what makes a market!
(CLICK HERE FOR THE CHART!)

Long-Term Treasuries Go Haywire

Take a good luck at today's moves in long-term US Treasury yields, because chances are you won't see moves of this magnitude again soon. Let's start with the yield on the 30-year US Treasury. Today's decline of 29 basis points in the yield will go down as the largest one-day decline in the yield on the 30-year since 2009. For some perspective, there have only been 25 other days since 1977 where the yield saw a larger one day decline.
(CLICK HERE FOR THE CHART!)
That doesn't even tell the whole story, though. As shown in the chart below, every other time the yield saw a sharper one-day decline, the actual yield of the 30-year was much higher, and in most other cases it was much, much higher.
(CLICK HERE FOR THE CHART!)
To show this another way, the percentage change in the yield on the 30-year has never been seen before, and it's not even close. Now, before the chart crime police come calling, we realize showing a percentage change of a percentage is not the most accurate representation, but we wanted to show this for illustrative purposes only.
(CLICK HERE FOR THE CHART!)
Finally, with long-term interest rates plummetting we wanted to provide an update on the performance of the Austrian 100-year bond. That's now back at record highs, begging the question, why is the US not flooding the market with long-term debt?
(CLICK HERE FOR THE CHART!)

It Doesn't Get Much Worse Than This For Crude Oil

Crude oil prices are down close to 10% today in what is shaping up to be the worst day for crude oil since late 2014. That's more than five years.
(CLICK HERE FOR THE CHART!)
Today's decline is pretty much a continuation of what has been a one-way trade for the commodity ever since the US drone strike on Iranian general Soleimani. The last time prices were this low was around Christmas 2018.
(CLICK HERE FOR THE CHART!)
With today's decline, crude oil is now off to its worst start to a year in a generation falling 32%. Since 1984, the only other year that was worse was 1986 when the year started out with a decline of 50% through March 6th. If you're looking for a bright spot, in 1986, prices rose 36% over the remainder of the year. The only other year where crude oil kicked off the year with a 30% decline was in 1991 after the first Iraq war. Over the remainder of that year, prices rose a more modest 5%.
(CLICK HERE FOR THE CHART!)

10-Year Treasury Yield Breaks Below 1%

Despite strong market gains on Wednesday, March 4, 2020, the on-the-run 10-year Treasury yield ended the day below 1% for the first time ever and has posted additional declines in real time, sitting at 0.92% intraday as this blog is being written. “The decline in yields has been remarkable,” said LPL Research Senior Market Strategist Ryan Detrick. “The 10-year Treasury yield has dipped below 1%, and today’s declines are likely to make the recent run lower the largest decline of the cycle.”
As shown in LPL Research’s chart of the day, the current decline in the 10-year Treasury yield without a meaningful reversal (defined as at least 0.75%) is approaching the decline seen in 2011 and 2012 and would need about another two months to be the longest decline in length of time. At the same time, no prior decline has lasted forever and a pattern of declines and increases has been normal.
(CLICK HERE FOR THE CHART!)
What are some things that can push the 10-year Treasury yield lower?
  • A shrinking but still sizable yield advantage over other developed market sovereign debt
  • Added stock volatility if downside risks to economic growth from the coronavirus increase
  • A larger potential premium over shorter-term yields if the Federal Reserve aggressively cuts interest rates
What are some things that can push the 10-year Treasury yield higher?
  • A second half economic rebound acting a catalyst for a Treasury sell-off
  • As yields move lower, investors may increasingly seek more attractive sources of income
  • Any dollar weakness could lead to some selling by international investors
  • Longer maturity Treasuries are looking like an increasingly crowded trade, potentially adding energy to any sell-off
On balance, our view remains that the prospect of an economic rebound over the second half points to the potential for interest rates moving higher. At the same time, we still see some advantage in the potential diversification benefits of intermediate maturity high-quality bonds, especially during periods of market stress. We continue to recommend that suitable investors consider keeping a bond portfolio’s sensitivity to changes in interest rates below that of the benchmark Bloomberg Barclays U.S. Aggregate Bond Index by emphasizing short to intermediate maturity bonds, but do not believe it’s time to pile into very short maturities despite the 10-year Treasury yield sitting at historically low levels.

U.S. Jobs Growth Marches On

While stock markets continue to be extremely volatile as they come to terms with how the coronavirus may affect global growth, the U.S. job market has remained remarkably robust. Continued U.S. jobs data resilience in the face of headwinds from the coronavirus outbreak may be a key factor in prolonging the expansion, given how important the strength of the U.S. consumer has been late into this expansion.
The U.S. Department of Labor today reported that U.S. nonfarm payroll data had a strong showing of 273,000 jobs added in February, topping the expectation of every Bloomberg-surveyed economist, with an additional upward revision of 85,000 additional jobs for December 2019 and January 2020. This has brought the current unemployment rate back to its 50-year low of 3.5%. So far, it appears it’s too soon for any effects of the coronavirus to have been felt in the jobs numbers. (Note: The survey takes place in the middle of each month.)
On Wednesday, ADP released its private payroll data (excluding government jobs), which increased by 183,000 in February, also handily beating market expectations. Most of these jobs were added in the service sector, with 44,000 added in the leisure and hospitality sector, and another 31,000 in trade/transportation/utilities. Both of these areas could be at risk of potential cutbacks if consumers start to avoid eating out or other leisure pursuits due to coronavirus fears.
As shown in the LPL Chart of the Day, payrolls remain strong, and any effects of the virus outbreaks most likely would be felt in coming months.
(CLICK HERE FOR THE CHART!)
“February’s jobs report shows the 113th straight month that the U.S. jobs market has grown,” said LPL Financial Senior Market Strategist Ryan Detrick. “That’s an incredible run and highlights how the U.S. consumer has become key to extending the expansion, especially given setbacks to global growth from the coronavirus outbreak.”
While there is bound to be some drag on future jobs data from the coronavirus-related slowdown, we would anticipate that the effects of this may be transitory. We believe economic fundamentals continue to suggest the possibility of a second-half-of-the–year economic rebound.

Down January & Down February: S&P 500 Posts Full-Year Gain Just 43.75% of Time

The combination of a down January and a down February has come about 17 times, including this year, going back to 1950. Rest of the year and full-year performance has taken a rather sizable hit following the previous 16 occurrences. March through December S&P 500 average performance drops to 2.32% compared to 7.69% in all years. Full-year performance is even worse with S&P 500 average turning to a loss of 4.91% compared to an average gain of 9.14% in all years. All hope for 2020 is not lost as seven of the 16 past down January and down February years did go on to log gains over the last 10 months and full year while six enjoyed double-digit gains from March to December.
(CLICK HERE FOR THE CHART!)

Take Caution After Emergency Rate Cut

Today’s big rally was an encouraging sign that the markets are becoming more comfortable with the public health, monetary and political handling of the situation. But the history of these “emergency” or “surprise” rate cuts by the Fed between meetings suggest some caution remains in order.
The table here shows that these surprise cuts between meetings have really only “worked” once in the past 20+ years. In 1998 when the Fed and the plunge protection team acted swiftly and in a coordinated manner to stave off the fallout from the financial crisis caused by the collapse of the Russian ruble and the highly leveraged Long Term Capital Management hedge fund markets responded well. This was not the case during the extended bear markets of 2001-2002 and 2007-2009.
Bottom line: if this is a short-term impact like the 1998 financial crisis the market should recover sooner rather than later. But if the economic impact of coronavirus virus is prolonged, the market is more likely to languish.
(CLICK HERE FOR THE CHART!)

STOCK MARKET VIDEO: Stock Market Analysis Video for Week Ending March 6th, 2020

(CLICK HERE FOR THE YOUTUBE VIDEO!)

STOCK MARKET VIDEO: ShadowTrader Video Weekly 3.8.20

(CLICK HERE FOR THE YOUTUBE VIDEO!)
Here are the most notable companies (tickers) reporting earnings in this upcoming trading week ahead-
  • $ADBE
  • $DKS
  • $AVGO
  • $THO
  • $ULTA
  • $WORK
  • $DG
  • $SFIX
  • $SOGO
  • $DOCU
  • $INO
  • $CLDR
  • $INSG
  • $SOHU
  • $BTAI
  • $ORCL
  • $HEAR
  • $NVAX
  • $ADDYY
  • $GPS
  • $AKBA
  • $PDD
  • $CYOU
  • $FNV
  • $MTNB
  • $NERV
  • $MTN
  • $BEST
  • $PRTY
  • $NINE
  • $AZUL
  • $UNFI
  • $PRPL
  • $VSLR
  • $KLZE
  • $ZUO
  • $DVAX
  • $EXPR
  • $VRA
  • $AXSM
  • $CDMO
  • $CASY
(CLICK HERE FOR NEXT WEEK'S MOST NOTABLE EARNINGS RELEASES!)
(CLICK HERE FOR NEXT WEEK'S HIGHEST VOLATILITY EARNINGS RELEASES!)
Below are some of the notable companies coming out with earnings releases this upcoming trading week ahead which includes the date/time of release & consensus estimates courtesy of Earnings Whispers:

Monday 3.9.20 Before Market Open:

(CLICK HERE FOR MONDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Monday 3.9.20 After Market Close:

(CLICK HERE FOR MONDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Tuesday 3.10.20 Before Market Open:

(CLICK HERE FOR TUESDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Tuesday 3.10.20 After Market Close:

(CLICK HERE FOR TUESDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Wednesday 3.11.20 Before Market Open:

(CLICK HERE FOR WEDNESDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Wednesday 3.11.20 After Market Close:

(CLICK HERE FOR WEDNESDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Thursday 3.12.20 Before Market Open:

(CLICK HERE FOR THURSDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Thursday 3.12.20 After Market Close:

(CLICK HERE FOR THURSDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!)

Friday 3.13.20 Before Market Open:

(CLICK HERE FOR FRIDAY'S PRE-MARKET EARNINGS TIME & ESTIMATES!)

Friday 3.13.20 After Market Close:

([CLICK HERE FOR FRIDAY'S AFTER-MARKET EARNINGS TIME & ESTIMATES!]())
NONE.

Adobe Inc. $336.77

Adobe Inc. (ADBE) is confirmed to report earnings at approximately 4:05 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $2.23 per share on revenue of $3.04 billion and the Earnings Whisper ® number is $2.29 per share. Investor sentiment going into the company's earnings release has 81% expecting an earnings beat The company's guidance was for earnings of approximately $2.23 per share. Consensus estimates are for year-over-year earnings growth of 29.65% with revenue increasing by 16.88%. Short interest has decreased by 38.4% since the company's last earnings release while the stock has drifted higher by 7.2% from its open following the earnings release to be 10.9% above its 200 day moving average of $303.70. Overall earnings estimates have been revised higher since the company's last earnings release. On Monday, February 24, 2020 there was some notable buying of 1,109 contracts of the $400.00 call expiring on Friday, March 20, 2020. Option traders are pricing in a 9.3% move on earnings and the stock has averaged a 4.1% move in recent quarters.

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DICK'S Sporting Goods, Inc. $34.98

DICK'S Sporting Goods, Inc. (DKS) is confirmed to report earnings at approximately 7:30 AM ET on Tuesday, March 10, 2020. The consensus earnings estimate is $1.23 per share on revenue of $2.56 billion and the Earnings Whisper ® number is $1.28 per share. Investor sentiment going into the company's earnings release has 57% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 14.95% with revenue increasing by 2.73%. Short interest has decreased by 29.1% since the company's last earnings release while the stock has drifted lower by 20.3% from its open following the earnings release to be 12.0% below its 200 day moving average of $39.75. Overall earnings estimates have been revised higher since the company's last earnings release. On Wednesday, February 26, 2020 there was some notable buying of 848 contracts of the $39.00 put expiring on Friday, March 20, 2020. Option traders are pricing in a 14.4% move on earnings and the stock has averaged a 7.3% move in recent quarters.

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Broadcom Limited $269.45

Broadcom Limited (AVGO) is confirmed to report earnings at approximately 4:15 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $5.34 per share on revenue of $5.93 billion and the Earnings Whisper ® number is $5.45 per share. Investor sentiment going into the company's earnings release has 83% expecting an earnings beat. Consensus estimates are for earnings to decline year-over-year by 5.65% with revenue increasing by 2.44%. Short interest has decreased by 15.6% since the company's last earnings release while the stock has drifted lower by 15.3% from its open following the earnings release to be 7.7% below its 200 day moving average of $291.95. Overall earnings estimates have been revised lower since the company's last earnings release. On Tuesday, February 25, 2020 there was some notable buying of 1,197 contracts of the $260.00 put expiring on Friday, April 17, 2020. Option traders are pricing in a 11.1% move on earnings and the stock has averaged a 4.9% move in recent quarters.

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Thor Industries, Inc. $70.04

Thor Industries, Inc. (THO) is confirmed to report earnings at approximately 6:45 AM ET on Monday, March 9, 2020. The consensus earnings estimate is $0.76 per share on revenue of $1.79 billion and the Earnings Whisper ® number is $0.84 per share. Investor sentiment going into the company's earnings release has 62% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 16.92% with revenue increasing by 38.70%. Short interest has decreased by 12.9% since the company's last earnings release while the stock has drifted higher by 5.4% from its open following the earnings release to be 12.0% above its 200 day moving average of $62.53. Overall earnings estimates have been revised lower since the company's last earnings release. Option traders are pricing in a 6.3% move on earnings and the stock has averaged a 8.1% move in recent quarters.

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ULTA Beauty $256.58

ULTA Beauty (ULTA) is confirmed to report earnings at approximately 4:00 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $3.71 per share on revenue of $2.29 billion and the Earnings Whisper ® number is $3.75 per share. Investor sentiment going into the company's earnings release has 73% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 2.77% with revenue increasing by 7.78%. Short interest has increased by 8.7% since the company's last earnings release while the stock has drifted lower by 0.1% from its open following the earnings release to be 9.5% below its 200 day moving average of $283.43. Overall earnings estimates have been revised lower since the company's last earnings release. Option traders are pricing in a 15.3% move on earnings and the stock has averaged a 11.7% move in recent quarters.

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Slack Technologies, Inc. $26.42

Slack Technologies, Inc. (WORK) is confirmed to report earnings at approximately 4:15 PM ET on Thursday, March 12, 2020. The consensus estimate is for a loss of $0.06 per share on revenue of $173.06 million and the Earnings Whisper ® number is ($0.04) per share. Investor sentiment going into the company's earnings release has 67% expecting an earnings beat The company's guidance was for a loss of $0.07 to $0.06 per share on revenue of $172.00 million to $174.00 million. Short interest has increased by 1.2% since the company's last earnings release while the stock has drifted higher by 19.0% from its open following the earnings release. Overall earnings estimates have been revised higher since the company's last earnings release. The stock has averaged a 4.3% move on earnings in recent quarters.

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Dollar General Corporation $158.38

Dollar General Corporation (DG) is confirmed to report earnings at approximately 6:55 AM ET on Thursday, March 12, 2020. The consensus earnings estimate is $2.02 per share on revenue of $7.15 billion and the Earnings Whisper ® number is $2.05 per share. Investor sentiment going into the company's earnings release has 76% expecting an earnings beat. Consensus estimates are for year-over-year earnings growth of 9.78% with revenue increasing by 7.52%. Short interest has increased by 16.2% since the company's last earnings release while the stock has drifted higher by 1.8% from its open following the earnings release to be 5.7% above its 200 day moving average of $149.88. Overall earnings estimates have been revised higher since the company's last earnings release. On Friday, February 28, 2020 there was some notable buying of 1,013 contracts of the $182.50 call expiring on Friday, March 20, 2020. Option traders are pricing in a 9.2% move on earnings and the stock has averaged a 5.7% move in recent quarters.

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Stitch Fix, Inc. $22.78

Stitch Fix, Inc. (SFIX) is confirmed to report earnings at approximately 4:05 PM ET on Monday, March 9, 2020. The consensus earnings estimate is $0.06 per share on revenue of $452.96 million and the Earnings Whisper ® number is $0.09 per share. Investor sentiment going into the company's earnings release has 83% expecting an earnings beat The company's guidance was for revenue of $447.00 million to $455.00 million. Consensus estimates are for earnings to decline year-over-year by 50.00% with revenue increasing by 22.33%. Short interest has decreased by 4.6% since the company's last earnings release while the stock has drifted lower by 16.1% from its open following the earnings release to be 5.1% below its 200 day moving average of $24.01. Overall earnings estimates have been revised higher since the company's last earnings release. On Wednesday, February 19, 2020 there was some notable buying of 4,026 contracts of the $35.00 call expiring on Friday, June 19, 2020. Option traders are pricing in a 28.0% move on earnings and the stock has averaged a 15.2% move in recent quarters.

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Sogou Inc. $3.85

Sogou Inc. (SOGO) is confirmed to report earnings at approximately 4:00 AM ET on Monday, March 9, 2020. The consensus earnings estimate is $0.09 per share on revenue of $303.08 million and the Earnings Whisper ® number is $0.10 per share. Investor sentiment going into the company's earnings release has 58% expecting an earnings beat The company's guidance was for revenue of $290.00 million to $310.00 million. Consensus estimates are for year-over-year earnings growth of 28.57% with revenue increasing by 1.78%. Short interest has increased by 6.6% since the company's last earnings release while the stock has drifted lower by 27.8% from its open following the earnings release to be 15.7% below its 200 day moving average of $4.57. Overall earnings estimates have been revised lower since the company's last earnings release. The stock has averaged a 3.8% move on earnings in recent quarters.

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DocuSign $84.02

DocuSign (DOCU) is confirmed to report earnings at approximately 4:05 PM ET on Thursday, March 12, 2020. The consensus earnings estimate is $0.05 per share on revenue of $267.44 million and the Earnings Whisper ® number is $0.08 per share. Investor sentiment going into the company's earnings release has 81% expecting an earnings beat The company's guidance was for revenue of $263.00 million to $267.00 million. Consensus estimates are for year-over-year earnings growth of 600.00% with revenue increasing by 33.90%. Short interest has decreased by 37.7% since the company's last earnings release while the stock has drifted higher by 12.1% from its open following the earnings release to be 31.9% above its 200 day moving average of $63.71. Overall earnings estimates have been revised higher since the company's last earnings release. On Wednesday, March 4, 2020 there was some notable buying of 1,698 contracts of the $87.50 call expiring on Friday, March 20, 2020. Option traders are pricing in a 8.5% move on earnings and the stock has averaged a 10.0% move in recent quarters.

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DISCUSS!

What are you all watching for in this upcoming trading week?
I hope you all have a wonderful weekend and a great trading week ahead StockMarket.
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