Pip calculator - Latest Information about binary options ...
Binary Option - TU Wien
P-9| Retracements Calculation in Binary Options Beginners Course | Retracement Pullback in IQ Option
Dear Traders Retracements can spoil your confirmed winning trades.Understanding retracements requires good understanding of trends and buyers & sellers area.This is what i have explained in this video with the help of indicators for better understanding. #binarypriceaction #forextrading #binaryoptions #iqoption #binarypriceaction
The first thing you will need to do is watch this video. https://www.youtube.com/watch?v=2bv1VzvmV9s&src_vid=mYMRWyhKtkw&feature=iv&annotation_id=annotation_82670865 Now, let's begin. The first thing I think I should tell you is that this requires two sets of displays, one for the addition, and one for the subtraction. It is possible to make it so that there is one set by using the clone command, but I'll go into that later, and also, this is a huge project. You will probably not have enough supplies to cover the costs. First, build those displays. I recommend building at least 4 displays for each set, but if you're feeling ambitious, then go ahead and build more. Also, if you are wondering how a non-binary calculator can convert binary (and how it could even add), it's because the inputs are hooked up to several pulse multipliers. Also, this calculator is a bit slow, about 3-5 seconds slower than a binary calculator. Anyways, let's focus on doing the addition display. Hook all of the displays up (just the addition, we're only on the addition, now.) In the video, this is the red circuit. It will be the "carry" or "regrouping" circuit. Now, program it. Place in all of the blocks that make up the numbers. Once you have that done, build a row of 19 blocks from the right of the display (if you want your addition displays on the left, but if you are using the clone command to combine the displays, go in either direction.) Now build that row up to the level of the top of the addition displays. At the top, in the second row, replace every second block with a redstone lamp. There should be 9. Place a button on each of the lamps. This will be your input. Now, two blocks below, place 5 lamps, evenly spaced apart (if you built 5 displays, do four lamps if you built four displays, and so on.) These will be your place value levers. Put a lever on each lamp. Now, for the addition and subtraction. Place two levers (or two buttons, if you are only doing one set of displays) two rows below the "place value" levers. If you are building two different sets of displays, then you can do both operations at once. Now, put a block in front of each input button. put some redstone on it. Now, put a upwards-facing sticky piston in front of that block. Then, place a block on top of that sticky piston. Alternatively, you can replace the sticky piston with a regular one, and put sand on top. This will create a monostable circuit. Extend each of the lines out another FIFTEEN blocks. This is so you will have enough space to build the pulse multipliers. Don't use any pulse multiplier- use this one, made by Sethbling. It is customizable, so the displays won't break, and explode, and crash your world, etc. https://www.youtube.com/watch?v=m0PSXz9BLoQ Don't worry about building that monostable circuit with the comparator. We already did that. This is where we exit the wonderful world of Youtube, so pay attention, or else something might go wrong. Now, connect the pulse multipliers (you don't need to connect a pulse multiplier to the first input line, 1 times 1 is 1) to each line. Remember that 9 is on the left, and 1 is on the right. Unless you want to have your numbers in reverse order, but don't worry; as long as you don't mess up the programming. Ugh, that takes so long. Anyways, this is the hard part. put the number of items in the dropper that is the number of the input line. For example, put 5 items into the pulse multiplier that comes from the #5 button. Connect each of the outputs to a central line, preferably perpendicular to the input lines. Now, place a sticky piston in the center, with two 2-tick repeaters running into it. Place a redstone block on its face. You're halfway done with your input system. Now, go to your "place value" levers. This is like a river; all you are doing is redirecting a pulse. The pulse gets multiplied, and those pulses go to the addition side, and to the thousands display. So connect your place value lines to some downward-facing sticky pistons with blocks on their face. Connect each lever to a piston on the left, and a piston on the right. Each of these levers are going to the same place value display. The hundreds lever will let pulses go to the hundreds display. Now, connect your addition/subtraction operation levers to two downward-facing sticky pistons with blocks on their face. Run the input line one block below both blocks, leaving a space underneath the block. Connect the outputs from the operation lines to the place value lines. Now you are done with the input system. Building the subtraction circuit is easy; all you have to do is program the numbers backwards, and place the solid block in the "carry" circuit lower one block. For the logic circuit and binary converter, build a separate section, preferably to the left of the addition displays. Put two columns of 4 rows each, of redstone lamps. Label them with the names of different logic gates, like AND, NAND, OR, NOR, XOR, XNOR, IMPLIES, and NOT(A). Put two lamps (these will be your inputs) to the side of the columns. Label them input 1 and 2, A and B, or whatever satisfies you. Then, just hook them up to a bunch of logic gates. I suggest doing running the outputs from one of the AND, OR, and XOR gates into the top lamp, and inverting it. That way you can go without building another 3 bulky logic gates. Also, if you don't have space, try this design. http://www.reddit.com/redstone/comments/1b0dmh/compact_silent_xor_gate/ The input signals must be the same strength, so just add repeaters. OR gates are pretty simple. It's just combing the signals. AND gates can be made in lots of ways, and most of them are compact. Now for the binary converter. This is the most difficult and repetitive part of the calculator. I already did the math, so if you did 3 displays, you will have an 8-bit input, although the max input is 9 bits, but and 8 bit binary converter sounds more impressive. If you have four displays, then you will have a 12-bit input, max input 13 bits. If you have 5 displays, you will have a freakin' huge 16-bit binary converter. Fancy. This does not have a max input of 17 bits, because the sum of 20 through 216 exceeds 5 digits. Now, you will have to do a little math. So the rightmost digit in base 10 stands for 1, right? And the next is 10, and the next is 100. These are all powers of 10. We're using binary, so we're working with base 2. The rightmost digit stands for 1, The next digit stands for 2, the next for 4, and so on. If you have a 8-bit binary converter, the leftmost bit input will stand for 128. 9-bit's leftmost bit will stand for 256. 12-bit's leftmost digit will stand for 2048, and a 13-bit's leftmost digit will stand for 4096. A 16-bit's leftmost digit will stand for 32768. To make things simpler, label the buttons as you go (you may also want to label them on the other side as well.) You might also want to build lines, about one or two blocks apart, that lead to the bottom right side of the counter, where the three repeaters go into the block with redstone on it (black circuit). Do the same for the rest of the counters. These will carry the multiplied pulses to the counters. This is like the input system, but on a much bigger scale. WAY bigger. I'm guessing you will need a minimum of 25 pulse multipliers for just three displays. So, how it works. Say you press the 11th button from the left. This button stands for 210, or 1024. Let's separate the digits. The 1 stands for 1 thousand. The 0 doesn't matter because it is still 0. the 2 stands tor twenty. 4 stands for 4. So, 1024 = 1000 + 20 + 4. SO, instead of sending 1024 pulses to the ones display, we'll just makes things simpler by sending one pulse to the thousands display, 2 to the tens display, and 4 to the ones display. But you only need 2 pulse multipliers, for the 2 and the 4, because the one doesn't need a pulse multiplier, and the 0 stands for nothing. Do this for each button. Tip: Try reusing as many of the pulse multipliers as you can. For example, you can use the pulse multiplier for the #4 button for the #64 button, because they share the same digit in the same place value (4 in the ones place). Good luck, and also, I think I should mention that the binary converter can break the displays if you input certain numbers, like 32 and 64 and 4. You might want to wait a while before pulling another lever. Also, you might want to make some pixel art above the calculator.
It's that time of year again, and we've got a new version of macOS on our hands! This year we've finally jumped off the 10.xx naming scheme and now going to 11! And with that, a lot has changed under the hood in macOS. As with previous years, we'll be going over what's changed in macOS and what you should be aware of as a macOS and Hackintosh enthusiast.
Has Nvidia Support finally arrived?
What has changed on the surface
A whole new iOS-like UI
Broken Kexts in Big Sur
What has changed under the hood
New Kernel cache system: KernelCollections!
New Kernel Requirements
Secure Boot Changes
No more symbols required
Broken Kexts in Big Sur
MSI Navi installer Bug Resolved
New AMD OS X Kernel Patches
Other notable Hackintosh issues
Several SMBIOS have been dropped
Extra long install process
X79 and X99 Boot issues
New RTC requirements
Legacy GPU Patches currently unavailable
What’s new in the Hackintosh scene?
Dortania: a new organization has appeared
Dortania's Build Repo
True legacy macOS Support!
Intel Wireless: More native than ever!
Clover's revival? A frankenstein of a bootloader
Death of x86 and the future of Hackintoshing
Getting ready for macOS 11, Big Sur
Has Nvidia Support finally arrived?
Sadly every year I have to answer the obligatory question, no there is no new Nvidia support. Currently Nvidia's Kepler line is the only natively supported gen. However macOS 11 makes some interesting changes to the boot process, specifically moving GPU drivers into stage 2 of booting. Why this is relevant is due to Apple's initial reason for killing off Web Drivers: Secure boot. What I mean is that secure boot cannot work with Nvidia's Web Drivers due to how early Nvidia's drivers have to initialize at, and thus Apple refused to sign the binaries. With Big Sur, there could be 3rd party GPUs however the chances are still super slim but slightly higher than with 10.14 and 10.15.
What has changed on the surface
A whole new iOS-like UI
Love it or hate it, we've got a new UI more reminiscent of iOS 14 with hints of skeuomorphism(A somewhat subtle call back to previous mac UIs which have neat details in the icons) You can check out Apple's site to get a better idea:
A feature initially baked into APFS back in 2017 with the release of macOS 10.13, High Sierra, now macOS's main System volume has become both read-only and snapshotted. What this means is:
3rd parties have a much more difficult time modifying the system volume, allowing for greater security
OS updates can now be installed while you're using the OS, similar to how iOS handles updates
Time Machine can now more easily perform backups, without file inconsistencies with HFS Plus while you were using the machines
However there are a few things to note with this new enforcement of snapshotting:
OS snapshots are not calculated as used space, instead being labeled as purgeable space
Disabling macOS snapshots for the root volume with break software updates, and can corrupt data if one is applied
What has changed under the hood
Quite a few things actually! Both in good and bad ways unfortunately.
New Kernel Cache system: KernelCollections!
So for the past 15 years, macOS has been using the Prelinked Kernel as a form of Kernel and Kext caching. And with macOS Big Sur's new Read-only, snapshot based system volume, a new version of caching has be developed: KernelCollections! How this differs to previous OSes:
Kexts can no longer be hot-loaded, instead requiring a reboot to load with kmutil
OS Snapshots are now verified on each boot to ensure no system volume modifications occurred
apfs.kext and AppleImage4.kext verify the integrity of these snapshots
While technically these security features are optional and can be disabled after installation, many features including OS updates will no longer work reliably once disabled. This is due to the heavy reliance of snapshots for OS updates, as mentioned above and so we highly encourage all users to ensure at minimum SecureBootModel is set to Default or higher.
Note: ApECID is not required for functionality, and can be skipped if so desired.
Note 2: OpenCore 0.6.3 or newer is required for Secure Boot in Big Sur.
No more symbols required
This point is the most important part, as this is what we use for kext injection in OpenCore. Currently Apple has left symbols in place seemingly for debugging purposes however this is a bit worrying as Apple could outright remove symbols in later versions of macOS. But for Big Sur's cycle, we'll be good on that end however we'll be keeping an eye on future releases of macOS.
New Kernel Requirements
With this update, the AvoidRuntimeDefrag Booter quirk in OpenCore broke. Because of this, the macOS kernel will fall flat when trying to boot. Reason for this is due to cpu_count_enabled_logical_processors requiring the MADT (APIC) table, and so OpenCore will now ensure this table is made accessible to the kernel. Users will however need a build of OpenCore 0.6.0 with commit bb12f5for newer to resolve this issue. Additionally, both Kernel Allocation requirements and Secure Boot have also broken with Big Sur due to the new caching system discussed above. Thankfully these have also been resolved in OpenCore 0.6.3. To check your OpenCore version, run the following in terminal: nvram 4D1FDA02-38C7-4A6A-9CC6-4BCCA8B30102:opencore-version If you're not up-to-date and running OpenCore 0.6.3+, see here on how to upgrade OpenCore: Updating OpenCore, Kexts and macOS
Broken Kexts in Big Sur
Unfortunately with the aforementioned KernelCollections, some kexts have unfortunately broken or have been hindered in some way. The main kexts that currently have issues are anything relying on Lilu's userspace patching functionality:
Big Sur dropped a few Ivy Bridge and Haswell based SMBIOS from macOS, so see below that yours wasn't dropped:
iMac14,3 and older
Note iMac14,4 is still supported
MacPro5,1 and older
MacMini6,x and older
MacBook7,1 and older
MacBookAir5,x and older
MacBookPro10,x and older
If your SMBIOS was supported in Catalina and isn't included above, you're good to go! We also have a more in-depth page here: Choosing the right SMBIOS For those wanting a simple translation for their Ivy and Haswell Machines:
iMac13,1 should transition over to using iMac14,4
iMac13,2 should transition over to using iMac15,1
iMac14,2 and iMac14,3 should transition over to using iMac15,1
Note: AMD CPUs users should transition over to MacPro7,1
iMac14,1 should transition over to iMac14,4
Currently only certain hardware has been officially dropped:
"Official" Consumer Ivy Bridge Support(U, H and S series)
These CPUs will still boot without much issue, but note that no Macs are supported with consumer Ivy Bridge in Big Sur.
Ivy Bridge-E CPUs are still supported thanks to being in MacPro6,1
Ivy Bridge iGPUs slated for removal
HD 4000 and HD 2500, however currently these drivers are still present in 11.0.1
Similar to Mojave and Nvidia's Tesla drivers, we expect Apple to forget about them and only remove them in the next major OS update next year
Due to the new snapshot-based OS, installation now takes some extra time with sealing. If you get stuck at Forcing CS_RUNTIME for entitlement, do not shutdown. This will corrupt your install and break the sealing process, so please be patient.
X79 and X99 Boot issues
With Big Sur, IOPCIFamily went through a decent rewriting causing many X79 and X99 boards to fail to boot as well as panic on IOPCIFamily. To resolve this issue, you'll need to disable the unused uncore bridge:
With macOS Big Sur, AppleRTC has become much more picky on making sure your OEM correctly mapped the RTC regions in your ACPI tables. This is mainly relevant on Intel's HEDT series boards, I documented how to patch said RTC regions in OpenCorePkg:
For those having boot issues on X99 and X299, this section is super important; you'll likely get stuck at PCI Configuration Begin. You can also find prebuilts here for those who do not wish to compile the file themselves:
For some reason, Apple removed the AppleIntelPchSeriesAHCI class from AppleAHCIPort.kext. Due to the outright removal of the class, trying to spoof to another ID (generally done by SATA-unsupported.kext) can fail for many and create instability for others. * A partial fix is to block Big Sur's AppleAHCIPort.kext and inject Catalina's version with any conflicting symbols being patched. You can find a sample kext here: Catalina's patched AppleAHCIPort.kext * This will work in both Catalina and Big Sur so you can remove SATA-unsupported if you want. However we recommend setting the MinKernel value to 20.0.0 to avoid any potential issues.
Legacy GPU Patches currently unavailable
Due to major changes in many frameworks around GPUs, those using ASentientBot's legacy GPU patches are currently out of luck. We either recommend users with these older GPUs stay on Catalina until further developments arise or buy an officially supported GPU
What’s new in the Hackintosh scene?
Dortania: a new organization has appeared
As many of you have probably noticed, a new organization focusing on documenting the hackintoshing process has appeared. Originally under my alias, Khronokernel, I started to transition my guides over to this new family as a way to concentrate the vast amount of information around Hackintoshes to both ease users and give a single trusted source for information. We work quite closely with the community and developers to ensure information's correct, up-to-date and of the best standards. While not perfect in every way, we hope to be the go-to resource for reliable Hackintosh information. And for the times our information is either outdated, missing context or generally needs improving, we have our bug tracker to allow the community to more easily bring attention to issues and speak directly with the authors:
Kexts here are built right after commit, and currently supports most of Acidanthera's kexts and some 3rd party devs as well. If you'd like to add support for more kexts, feel free to PR: Build Repo source
True legacy macOS Support!
As of OpenCore's latest versioning, 0.6.2, you can now boot every version of x86-based builds of OS X/macOS! A huge achievement on @Goldfish64's part, we now support every major version of kernel cache both 32 and 64-bit wise. This means machines like Yonah and newer should work great with OpenCore and you can even relive the old days of OS X like OS X 10.4! And Dortania guides have been updated accordingly to accommodate for builds of those eras, we hope you get as much enjoyment going back as we did working on this project!
Intel Wireless: More native than ever!
Another amazing step forward in the Hackintosh community, near-native Intel Wifi support! Thanks to the endless work on many contributors of the OpenIntelWireless project, we can now use Apple's built-in IO80211 framework to have near identical support to those of Broadcom wireless cards including features like network access in recovery and control center support. For more info on the developments, please see the itlwm project on GitHub: itlwm
Note, native support requires the AirportItlwm.kext and SecureBootModel enabled on OpenCore. Alternatively you can force IO80211Family.kext to ensure AirportItlwm works correctly.
Airdrop support currently is also not implemented, however is actively being worked on.
Clover's revival? A frankestien of a bootloader
As many in the community have seen, a new bootloader popped up back in April of 2019 called OpenCore. This bootloader was made by the same people behind projects such as Lilu, WhateverGreen, AppleALC and many other extremely important utilities for both the Mac and Hackintosh community. OpenCore's design had been properly thought out with security auditing and proper road mapping laid down, it was clear that this was to be the next stage of hackintoshing for the years we have left with x86. And now lets bring this back to the old crowd favorite, Clover. Clover has been having a rough time of recent both with the community and stability wise, with many devs jumping ship to OpenCore and Clover's stability breaking more and more with C++ rewrites, it was clear Clover was on its last legs. Interestingly enough, the community didn't want Clover to die, similarly to how Chameleon lived on through Enoch. And thus, we now have the Clover OpenCore integration project(Now merged into Master with r5123+). The goal is to combine OpenCore into Clover allowing the project to live a bit longer, as Clover's current state can no longer boot macOS Big Sur or older versions of OS X such as 10.6. As of writing, this project seems to be a bit confusing as there seems to be little reason to actually support Clover. Many of Clover's properties have feature-parity in OpenCore and trying to combine both C++ and C ruins many of the features and benefits either languages provide. The main feature OpenCore does not support is macOS-only ACPI injection, however the reasoning is covered here: Does OpenCore always inject SMBIOS and ACPI data into other OSes?
Death of x86 and the future of Hackintoshing
With macOS Big Sur, a big turning point is about to happen with Apple and their Macs. As we know it, Apple will be shifting to in-house designed Apple Silicon Macs(Really just ARM) and thus x86 machines will slowly be phased out of their lineup within 2 years. What does this mean for both x86 based Macs and Hackintoshing in general? Well we can expect about 5 years of proper OS support for the iMac20,x series which released earlier this year with an extra 2 years of security updates. After this, Apple will most likely stop shipping x86 builds of macOS and hackintoshing as we know it will have passed away. For those still in denial and hope something like ARM Hackintoshes will arrive, please consider the following:
We have yet to see a true iPhone "Hackintosh" and thus the likely hood of an ARM Hackintosh is unlikely as well
There have been successful attempts to get the iOS kernel running in virtual machines, however much work is still to be done
Apple's use of "Apple Silicon" hints that ARM is not actually what future Macs will be running, instead we'll see highly customized chips based off ARM
For example, Apple will be heavily relying on hardware features such as WX, kernel memory protection, Pointer Auth, etc for security and thus both macOS and Applications will be dependant on it. This means hackintoshing on bare-metal(without a VM) will become extremely difficult without copious amounts of work
Also keep in mind Apple Silicon will no longer be UEFI-based like Intel Macs currently are, meaning a huge amount of work would also be required on this end as well
So while we may be heart broken the journey is coming to a stop in the somewhat near future, hackintoshing will still be a time piece in Apple's history. So enjoy it now while we still can, and we here at Dortania will still continue supporting the community with our guides till the very end!
Getting ready for macOS 11, Big Sur
This will be your short run down if you skipped the above:
Lilu's userspace patcher is broken
Due to this many kexts will break:
WhateverGreen's DRM and -cdfon patches
Many Ivy Bridge and Haswell SMBIOS were dropped
See above for what SMBIOS to choose
Ivy Bridge iGPUs are to be dropped
Currently in 11.0.1, these drivers are still present
For the last 2, see here on how to update: Updating OpenCore, Kexts and macOS In regards to downloading Big Sur, currently gibMacOS in macOS or Apple's own software updater are the most reliable methods for grabbing the installer. Windows and Linux support is still unknown so please stand by as we continue to look into this situation, macrecovery.py may be more reliable if you require the recovery package. And as with every year, the first few weeks to months of a new OS release are painful in the community. We highly advise users to stay away from Big Sur for first time installers. The reason is that we cannot determine whether issues are Apple related or with your specific machine, so it's best to install and debug a machine on a known working OS before testing out the new and shiny. For more in-depth troubleshooting with Big Sur, see here: OpenCore and macOS 11: Big Sur
What is the quickest solution to finding a 4 digit number asking only yes/no questions?
A friend and I were watching a Korean game show called "The Genius", and in it they had a particularly brilliant competitive maths game. The premise was fairly simple - Each contestant had to pick a four digit number. They then were allowed to ask questions to each other one after the other, or use a turn to guess what the opponent's number was. The only additional rule was that 0 was treated as even for the purposes of questioning. After watching this, my friend and I tried to come up with a solution to guarantee finding your opponent's number in the fewest possible questions, but it very quickly got extremely complex. However, we're both fairly sure that there's a clever mathematical answer to guarantee it in a low amount of questions. After working out the number you need to use a turn to guess, so once the number is worked out a +1 needs to be added. (This isn't important if you know the number, but I figure can be relevant if you can get down to say 3 potential options, since just guessing all 3 is as efficient as working out which one it is) The obvious first approach we tried was binary searching the numbers for each digit. With this method, each digit could be found in a maximum of 4 questions (10 to 5 to 3 to 2 to 1), so we knew that we needed to try and beat 16 questions. We then realised that if we treated the first two digits and the second two digits as two digit numbers, it would only take a maximum of 7 questions to find each digit pair (100 to 50 to 25 to 13 to 7 to 4 to 2 to 1), so we were down to 14 questions. Following the theme, we tested binary search on all 4 digits, but realised it would take 14 questions (10000 to 5000 to 2500 to 1250 to 625 to 313 to 157 to 79 to 40 to 20 to 10 to 5 to 3 to 2 to 1), resulting in 14. It was no more efficient than the two sets of digits, and was also harder to calculate. I then tried a set of 3 digits and a single, (1000 to 500 to 250 to 125 to 63 to 32 to 16 to 8 to 4 to 2 to 1) + 4 for the remaining digit, and again this was 14. I then proposed a different solution - Could we potentially get more information by adding the digits together? I tried it on a number he had picked, asking questions to do a binary search on the sum of pairs of digits. Assigning the letters abcd to the four digits, I worked out a+b, c+d, b+c, and a+d. I figured doing this would allow me to arrange the numbers correctly once I had crunched it out. Since the number was a 4 digit number, I knew the maximum the total for all four numbers could reach was 36. That meant each pair was a maximum of 18, and sets of pairs had to add up to no more than 36. I started off by binary searching the sum of the first two digits, which would take a maximum of 5 turns (18 to 9 to 5 to 3 to 2 to 1), and repeated for the second two. That would take 10 turns, but give me the sum of all digits, the sum of the first two, and the sum of the second two. At this point I was adamant that I could potentially figure out the number using this information alone, but I was unsuccessful. I was able to use logic to narrow down the possible values for the outer two and inner two numbers by figuring out the total of all four digits, figuring out the number pair combinations a/b and c/d could be to satisfy that, and then working out the potential pairs of values that the inner two and outer two numbers could add up to. In our example test, a+b was 5, c+d was 14. From this I knew the total was 19. The first pair of numbers had to be 0 and 5, 1 and 4, or 2 and 3. The second pair had to be 9 and 5, 8 and 6, or 7 and 7. Using the logic of adding the highest number of one pair to the highest number of the other pair and then cycling through the values, I worked out that the outer two numbers had to add up to 14, 13, 12, or 11, and the inner two numbers had to add up to 8, 7, 6, or 5. Binary searching these could be done in two searches each, bringing the total to... 14. :( This is where it turned a bit weird though - After doing some logic on the resulting numbers (the outer pair was 12 and the inner pair was 7), I came up with three potential answers that satisfied every single constraint. 5077 4168 3259 These three numbers are amazing. The first two digits add up to 5, the third and fourth add up to 14, the first and fourth add up to 12, and the second and third add up to 7. Unfortunately from here there was no choice but to guess all three, no amount of questioning could lower it from three to two questions. And so our final total was 17, no more efficient than just binary searching the numbers in the first place. And so, I ask you this - Is there a more efficient, human doable way to discover the four digit number than binary searching the first pair and second pair of digits? I feel like there has to be, but I'm not knowledgeable enough to know!
No gods, no kings, only NOPE - or divining the future with options flows. [Part 2: A Random Walk and Price Decoherence]
tl;dr - 1) Stock prices move continuously because different market participants end up having different ideas of the future value of a stock. 2) This difference in valuations is part of the reason we have volatility. 3) IV crush happens as a consequence of future possibilities being extinguished at a binary catalyst like earnings very rapidly, as opposed to the normal slow way. I promise I'm getting to the good parts, but I'm also writing these as a guidebook which I can use later so people never have to talk to me again. In this part I'm going to start veering a bit into the speculation territory (e.g. ideas I believe or have investigated, but aren't necessary well known) but I'm going to make sure those sections are properly marked as speculative (and you can feel free to ignore/dismiss them). Marked as [Lily's Speculation]. As some commenters have pointed out in prior posts, I do not have formal training in mathematical finance/finance (my background is computer science, discrete math, and biology), so often times I may use terms that I've invented which have analogous/existing terms (e.g. the law of surprise is actually the first law of asset pricing applied to derivatives under risk neutral measure, but I didn't know that until I read the papers later). If I mention something wrong, please do feel free to either PM me (not chat) or post a comment, and we can discuss/I can correct it! As always, buyer beware. This is the first section also where you do need to be familiar with the topics I've previously discussed, which I'll add links to shortly (my previous posts: 1) https://www.reddit.com/thecorporation/comments/jck2q6/no_gods_no_kings_only_nope_or_divining_the_future/ 2) https://www.reddit.com/thecorporation/comments/jbzzq4/why_options_trading_sucks_or_the_law_of_surprise/ --- A Random Walk Down Bankruptcy A lot of us have probably seen the term random walk, maybe in the context of A Random Walk Down Wall Street, which seems like a great book I'll add to my list of things to read once I figure out how to control my ADD. It seems obvious, then, what a random walk means - when something is moving, it basically means that the next move is random. So if my stock price is $1 and I can move in $0.01 increments, if the stock price is truly randomly walking, there should be roughly a 50% chance it moves up in the next second (to $1.01) or down (to $0.99). If you've traded for more than a hot minute, this concept should seem obvious, because especially on the intraday, it usually isn't clear why price moves the way it does (despite what chartists want to believe, and I'm sure a ton of people in the comments will tell me why fettucini lines and Batman doji tell them things). For a simple example, we can look at SPY's chart from Friday, Oct 16, 2020: https://preview.redd.it/jgg3kup9dpt51.png?width=1368&format=png&auto=webp&s=bf8e08402ccef20832c96203126b60c23277ccc2 I'm sure again 7 different people can tell me 7 different things about why the chart shape looks the way it does, or how if I delve deeply enough into it I can find out which man I'm going to marry in 2024, but to a rationalist it isn't exactly apparent at why SPY's price declined from 349 to ~348.5 at around 12:30 PM, or why it picked up until about 3 PM and then went into precipitous decline (although I do have theories why it declined EOD, but that's for another post). An extremely clever or bored reader from my previous posts could say, "Is this the price formation you mentioned in the law of surprise post?" and the answer is yes. If we relate it back to the individual buyer or seller, we can explain the concept of a stock price's random walk as such:
Most market participants have an idea of an asset's truevalue (an idealized concept of what an asset is actually worth), which they can derive using models or possibly enough brain damage. However, an asset's value at any given time is not worth one value (usually*), but a spectrum of possible values, usually representing what the asset should be worth in the future. A naive way we can represent this without delving into to much math (because let's face it, most of us fucking hate math) is: Current value of an asset = sum over all (future possible value multiplied by the likelihood of that value)
In actuality, most models aren't that simple, but it does generalize to a ton of more complicated models which you need more than 7th grade math to understand (Black-Scholes, DCF, blah blah blah). While in many cases the first term - future possible value - is well defined (Tesla is worth exactly $420.69 billion in 2021, and maybe we all can agree on that by looking at car sales and Musk tweets), where it gets more interesting is the second term - the likelihood of that value occurring. [In actuality, the price of a stock for instance is way more complicated, because a stock can be sold at any point in the future (versus in my example, just the value in 2021), and needs to account for all values of Tesla at any given point in the future.] How do we estimate the second term - the likelihood of that value occurring? For this class, it actually doesn't matter, because the key concept is this idea: even with all market participants having the same information, we do anticipate that every participant will have a slightly different view of future likelihoods. Why is that? There's many reasons. Some participants may undervalue risk (aka WSB FD/yolos) and therefore weight probabilities of gaining lots of money much more heavily than going bankrupt. Some participants may have alternative data which improves their understanding of what the future values should be, therefore letting them see opportunity. Some participants might overvalue liquidity, and just want to GTFO and thereby accept a haircut on their asset's value to quickly unload it (especially in markets with low liquidity). Some participants may just be yoloing and not even know what Fastly does before putting their account all in weekly puts (god bless you). In the end, it doesn't matter either the why, but the what: because of these diverging interpretations, over time, we can expect the price of an asset to drift from the current value even with no new information added. In most cases, the calculations that market participants use (which I will, as a Lily-ism, call the future expected payoff function, or FEPF) ends up being quite similar in aggregate, and this is why asset prices likely tend to move slightly up and down for no reason (or rather, this is one interpretation of why). At this point, I expect the 20% of you who know what I'm talking about or have a finance background to say, "Oh but blah blah efficient market hypothesis contradicts random walk blah blah blah" and you're correct, but it also legitimately doesn't matter here. In the long run, stock prices are clearly not a random walk, because a stock's value is obviously tied to the company's fundamentals (knock on wood I don't regret saying this in the 2020s). However, intraday, in the absence of new, public information, it becomes a close enough approximation. Also, some of you might wonder what happens when the future expected payoff function (FEPF) I mentioned before ends up wildly diverging for a stock between participants. This could happen because all of us try to short Nikola because it's quite obviously a joke (so our FEPF for Nikola could, let's say, be 0), while the 20 or so remaining bagholders at NikolaCorporation decide that their FEPF of Nikola is $10,000,000 a share). One of the interesting things which intuitively makes sense, is for nearly all stocks, the amount of divergence among market participants in their FEPF increases substantially as you get farther into the future. This intuitively makes sense, even if you've already quit trying to understand what I'm saying. It's quite easy to say, if at 12:51 PM SPY is worth 350.21 that likely at 12:52 PM SPY will be worth 350.10 or 350.30 in all likelihood. Obviously there are cases this doesn't hold, but more likely than not, prices tend to follow each other, and don't gap up/down hard intraday. However, what if I asked you - given SPY is worth 350.21 at 12:51 PM today, what will it be worth in 2022? Many people will then try to half ass some DD about interest rates and Trump fleeing to Ecuador to value SPY at 150, while others will assume bull markets will continue indefinitely and SPY will obviously be 7000 by then. The truth is -- no one actually knows, because if you did, you wouldn't be reading a reddit post on this at 2 AM in your jammies. In fact, if you could somehow figure out the FEPF of all market participants at any given time, assuming no new information occurs, you should be able to roughly predict the true value of an asset infinitely far into the future (hint: this doesn't exactly hold, but again don't @ me). Now if you do have a finance background, I expect gears will have clicked for some of you, and you may see strong analogies between the FEPF divergence I mentioned, and a concept we're all at least partially familiar with - volatility. Volatility and Price Decoherence ("IV Crush") Volatility, just like the Greeks, isn't exactly a real thing. Most of us have some familiarity with implied volatility on options, mostly when we get IV crushed the first time and realize we just lost $3000 on Tesla calls. If we assume that the current price should represent the weighted likelihoods of all future prices (the random walk), volatility implies the following two things:
Volatility reflects the uncertainty of the current price
Volatility reflects the uncertainty of the future price for every point in the future where the asset has value (up to expiry for options)
[Ignore this section if you aren't pedantic] There's obviously more complex mathematics, because I'm sure some of you will argue in the comments that IV doesn't go up monotonically as option expiry date goes longer and longer into the future, and you're correct (this is because asset pricing reflects drift rate and other factors, as well as certain assets like the VIX end up having cost of carry). Volatility in options is interesting as well, because in actuality, it isn't something that can be exactly computed -- it arises as a plug between the idealized value of an option (the modeled price) and the real, market value of an option (the spot price). Additionally, because the makeup of market participants in an asset's market changes over time, and new information also comes in (thereby increasing likelihood of some possibilities and reducing it for others), volatility does not remain constant over time, either. Conceptually, volatility also is pretty easy to understand. But what about our friend, IV crush? I'm sure some of you have bought options to play events, the most common one being earnings reports, which happen quarterly for every company due to regulations. For the more savvy, you might know of expected move, which is a calculation that uses the volatility (and therefore price) increase of at-the-money options about a month out to calculate how much the options market forecasts the underlying stock price to move as a response to ER. Binary Catalyst Events and Price Decoherence Remember what I said about price formation being a gradual, continuous process? In the face of special circumstances, in particularly binary catalyst events - events where the outcome is one of two choices, good (1) or bad (0) - the gradual part gets thrown out the window. Earnings in particular is a common and notable case of a binary event, because the price will go down (assuming the company did not meet the market's expectations) or up (assuming the company exceeded the market's expectations) (it will rarely stay flat, so I'm not going to address that case). Earnings especially is interesting, because unlike other catalytic events, they're pre-scheduled (so the whole market expects them at a certain date/time) and usually have publicly released pre-estimations (guidance, analyst predictions). This separates them from other binary catalysts (e.g. FSLY dipping 30% on guidance update) because the market has ample time to anticipate the event, and participants therefore have time to speculate and hedge on the event. In most binary catalyst events, we see rapid fluctuations in price, usually called a gap up or gap down, which is caused by participants rapidly intaking new information and changing their FEPF accordingly. This is for the most part an anticipated adjustment to the FEPF based on the expectation that earnings is a Very Big Deal (TM), and is the reason why volatility and therefore option premiums increase so dramatically before earnings. What makes earnings so interesting in particular is the dramatic effect it can have on all market participants FEPF, as opposed to let's say a Trump tweet, or more people dying of coronavirus. In lots of cases, especially the FEPF of the short term (3-6 months) rapidly changes in response to updated guidance about a company, causing large portions of the future possibility spectrum to rapidly and spectacularly go to zero. In an instant, your Tesla 10/30 800Cs go from "some value" to "not worth the electrons they're printed on". [Lily's Speculation] This phenomena, I like to call price decoherence, mostly as an analogy to quantum mechanical processes which produce similar results (the collapse of a wavefunction on observation). Price decoherence occurs at a widespread but minor scale continuously, which we normally call price formation (and explains portions of the random walk derivation explained above), but hits a special limit in the face of binary catalyst events, as in an instant rapid portions of the future expected payoff function are extinguished, versus a more gradual process which occurs over time (as an option nears expiration). Price decoherence, mathematically, ends up being a more generalizable case of the phenomenon we all love to hate - IV crush. Price decoherence during earnings collapses the future expected payoff function of a ticker, leading large portions of the option chain to be effectively worthless (IV crush). It has interesting implications, especially in the case of hedged option sellers, our dear Market Makers. This is because given the expectation that they maintain delta-gamma neutral, and now many of the options they have written are now worthless and have 0 delta, what do they now have to do? They have to unwind. [/Lily's Speculation] - Lily
The morning alarm woke up Ghen. With an annoyed sigh, he stretched out his arm and silenced the foul-sounding chirps. Slowly sitting up in bed, he let out a deep yawn and got to his feet. Running a couple of chitinous fingers along his antennae to stimulate them to life, he made his bed and then went to his closet. Today was a work day, so he needed his suit. Once the pants were on, he stretched out his wings so that he could button up the shirt, then relaxing them once all the buttons were secured. Dressing for the day was done, now for the morning meal. Entering his kitchen, he took out the chilled leftovers of the evening meal last night and popped it into the radiator, first defrosting and then slightly cooking it. During that process, he also fished out a ceramic cup and placed it in his brewer, serving himself some synthesized caffeine. His idle thought led him to being amused that, when eaten directly off a plant, it has a concentration that could kill him three times over. But after going through some refinement and roasting, all it does is make him hyper. Once the meal was put together, his plate of heated leftovers and a cup of almost-piping-hot cup of Xia's, he took his time to enjoy it. His communicator vibrated. When he looked, he found it was from his boss. "Hello?" Ghen answered. "Ghen, the meeting's been moved up to a few minutes from now." His boss, Xkik, announced. "Apparently higher up has something important they want to say. We have a terminal ready for you, I'll message the login details." "Wha-, what's so important?" Ghen asked in bewilderment. "Did a water line rupture or something?" "No, nothing like that." Xkik replied with a slight chuckle. "It's actually about the rumors we've been hearing. That human corporation wanting to acquire us? That's what they're talking about." Ghen could feel everything inside his thorax drop to the floor. "That must mean it's true then, right? Did we get sold off by the Queen to this company then?" "Show up to the meeting and you'll get your answer." Xkik said simply. When he finished, Ghen got the notification on his communicator. There's the login details, allowing him to remotely attend the meeting. "They're about to start, hurry up." Once Xkik disconnected, Ghen worked fast to login and set up the remote viewing. Once everything was done, his screen started transmitting the meeting room. It was already packed. And off by the main board, he saw his answer. There was a human, resting against the wall on his two legs. Standing right in the center of everyone's view was the coordinator, Tizx, watching the clock periodically. As soon as the meeting's start time was reached, the coordinator began. "Alright everyone. I realize that this was rather short notice, so I want to say how appreciative I am that you made it. Now then, let's just get right to it. For some time now, many of you have been hearing rumors that a human corporation has been interested in us. Why? We never really knew. We're just an organization responsible for finding, extracting and providing water to the colony here all under the direction of the Queen herself. Well, as of now, I have the answer for you. Why don't I let Ryan say that?" Stepping back, Tizx motioned for the human, Ryan, to take over. With a nod, Ryan practically bounced over and then took the position. "Good morning to you all. I hope my Zazk is passable, heh. Anyways, the answer to those rumors, is yes. Terran Galactic Company is indeed interested in you all. Which now leads to me. I'm here to announce that, effective yesterday evening, this water company is now a subsidiary of Terran Galactic Company, under the name of Zilia Water Delivery." Many other sub-coordinators broke into hushed conversation, no doubt speaking their thoughts with each other about this move. Ghen could only wonder if this was even a good thing. What will the humans do? Will he still have his job? Will he have to learn how to deal with the ruthless humans? "Now, I am well aware this is quite the...uh, change." Ryan continued. "That's why I'm happy to inform you that, no, nothing negative or detrimental will happen to you. You just have new people to answer to. Operations will continue as normal, everybody here will still keep their jobs. The only real change any of you will personally experience is that Coordinator Tizx here will now report to someone else. On behalf of the Terran Galactic Company, we are extremely excited and are looking forward to working with you all. Thank you for your time." A week later. At least Ryan wasn't lying. After the initial shock wore off, things went back as they normally did. There were no terminations, no reductions in annual pay or anything. Nothing really changed. At least until this new meeting was called. Ghen was at the worksite this time, so he took his seat and watched as, once again, Ryan led the meeting. "Hello again, everyone!" He said cheerfully, his Zazk noticeably improved. "I hope I didn't end up looking like a liar, right? Everything's still normal, all that?" All the zazk in the room confirmed, providing comments to their pleasant surprise as well as lingering thoughts. "Awesome! Awesome." Ryan said jubilantly, his fleshy mouth revealing his bone-white teeth. "Now then, you're probably wondering why I'm here again, right? Well, I got another fantastic piece of news for you all! Two, actually. I'll start with the first: Zilia Water Delivery has just completed its IPO. The company is now publicly traded!" Ghen and the others voiced their confusion, having no idea what in the name of the Queen Ryan was talking about. What was Ryan talking about? What's an IPO? And why exactly is being publicly traded such a significant thing? "Oh, you guys don't know any of that?" Ryan asked in surprised confusion. After everybody confirmed, he let out a quick huff as he began his explanation. "Well, to begin, IPO is short for Initial Public Offering. Basically what that means is that, before today, Zilia was privately held. Only certain individuals could buy and sell shares here. But now that we're public? Literally anyone can buy and sell shares in the company, hence us being publicly traded." "Uh, what's a share?" Ghen asked, still completely lost. "Oh, boy..." Ryan muttered under his breath before returning to his peppy image. "To simply put it, a share is short for having a share of ownership in a company. When you buy a share, you're buying a piece of ownership, and when you sell, you're selling that amount." "So wait...if someone buys a share, they're a co-owner then?" One of the other team coordinators asked. "If they get enough, yeah." Ryan nodded. "You need a lot though, and that really depends on the company. If I had to give an answer though? I'd say usually you need to have a lot more shares than a lot of people combined to be officially a co-owner, but we call that being a majority shareholder." "And how do we do that?" Ghen asked, now growing curious but still not understanding why such a concept exists. "Simple. Buy shares." Ryan said simply. "And that leads into the second piece of awesome news. Zilia's corporate has a product in mind, a premium-package of water delivery. Instead of the usual water that you pump out, filter and ensure its potable before delivery, with the premium package, not only will you get that, but you'll also get all of the required nutrients and vitamins the zazk body requires! And they feel you guys have the best expertise and understanding to pull it off! So, here's what we're offering as a good-faith bonus: A 25% increase to your annual salary as well as being given stock options." Ghen wasn't sure about the second part, but the salary definitely got his attention, as well as everyone else's. Although his job was considered to have a good pay, Ghen isn't going to say no to a higher salary. In fact, he's been focusing his work on getting a promotion so he can come home with even more credits in pocket. "What do you mean by stock options?" Ghen asked after some time. Ryan let out that smile again, the one that revealed his teeth. "If you choose to transfer over to the new group, you'll be provided 50,000 shares in Zilia itself. Why's that awesome? Let me walk you through it. Right now, our last closing price per share was 3.02 credits. And if you have 50,000 shares during that time, you're sitting on 151,000 credits, if you cash it out immediately." "And why shouldn't we?" One of the coordinators demanded in an ambiguous tone. "Because the price per share changes a lot." Ryan explained promptly. "When we got done with the IPO? It closed at 2.73 a share. Right now? My money's on the closing price being 2.99 a share. However, we are extremely confident in this premium package being successful. If it does? Well, my bet is that the share price will skyrocket to 3.12 a share. If you hold those shares and the price gets to what my bet was? You'll instead get 156,000 credits. Just by holding onto them, you just made an additional 5,000 credits!" "And what if we have more shares?" Ghen questioned, now getting excited at the prospect of free money. "Even more money!" Ryan laughed a bit. "And don't forget about dividends, but that's for another time. The premium group is gearing up right now, we just need the workforce. If any of you wants in, I'll be back tomorrow with all the forms needed to make it official. Take the day and tonight to think it over, yeah?" Everything else melted into a blur. Ghen was practically on autopilot that whole day. Was this the secret to the humans' incredibly massive economy? How so many of them have amassed so much money out of nowhere? All you had to do was just buy this share out of a company and you get more money without even working? As soon as he got home, Ghen knew what he was going to do during the night. After feverishly looking through the galnet, now having the human race connected to it, he looked and gathered up as many books that were translated into zazk as he could find, all talking about the human economic system. The last time he undertook such an intensive study was during his primary education phase. And during his search, he even found forums on the galnet that were completely dedicated to the human's economy. All of them talking about strategies on what company, or stock, to pick. How to analyze a company's performance to determine if it was worth the money, or it had potential to grow over time. And that was when he discovered the humans found another method to the extremely simple buying and selling process. There were humans and some other immigrated aliens who made five times what Ghen could receive over a simple month just by watching the share prices during trading hours, and then buying and selling them at the proper times. Ghen's mind was just absolutely flabbergasted. He thought it was just some strange concept only aliens could make, but no, not with the humans. They've practically made their economy into an art or a science. No, not even their economy. Everything. If humans can see a way to make money off of it, they'll do it. And if there isn't, they'll look for a way. Healthcare was monetized. Galnet services, transportation, shopping at the store, they even made all of their utilities into profit-oriented companies. And it was there that Ghen paused, the realization slamming into him. Everything was monetized. Which means, if you don't have the money for it, you're not getting it. Right? Are the humans truly that ruthless? So obsessed with making money? To the point that they're willing to deprive their own people of the absolute necessities if it's a source of credits? Ghen let out a scoff. There's no way. Nobody is that cruel and callous. He's never been to the United Nations. He can't rely on what a bunch of random people on the galnet says. He decided that from here on out, he'll only go as far as saying that humans are a little obsessed with credits, nothing more. ... There he was. Ryan, sitting in the office provided to him. And there was a rather large line leading to him. Looks like word got around. Although, the line wasn't as large as he expected it to be. Maybe the others thought it was just a ruse? That there's no such thing as making free money by spending it on such a made-up concept? Ghen only knows that, if it is a ruse, it's an extremely elaborate one, where all of the humans are in on it. And he believes that's just extremely ridiculous. At the end, if he's unsure, he'll just take the transfer for the very real increase in his very real salary. And although he spent a very good chunk of the night reading up on how humans do things, he's still going to play it smart. He'll leave his 50,000 shares alone and see where it goes from there. "Good morning sir." Ryan greeted warmly once Ghen took his seat. "Now, name please?" "Ghen." He answered, barely keeping his nerves down. "Alright...and what's your position at this location?" Ryan questioned after scribbling on his form. "I monitor the pumping stations near the extraction sites." Ghen explained, staying on point. "To be more specific, I check to see if they're in need of maintenance, as well as reading the flow rate that's determined by the calculators installed there. If there's too little for what's needed, I pump out more. And if there's too much, I pull it back a little." "Nice...and how long have you been doing it for?" Ryan complimented with a nod. "As of tomorrow, ten years." Ghen replied, voice quickly changing to minor awe once he realized that fact. "Excellent. Do you have anyone in mind you'd like to replace you here?" Ryan questioned after another scribble. "If you don't have anyone, you're free to say so." Ghen took a moment to think it over. A bunch of names went through his mind, but one stuck with him. "Tilik. He's just been accepted here, but he's learned quickly. Very attentive and he always catches something subtle. I think he'll do really well in my position, even better actually." "Tilik, really?" Ryan questioned with a little shock, going through his completed forms. Ghen felt a short sense of panic in him. Did something happen, or was Tilik actually transferring? His answer didn't take long to reveal itself. "Right, Tilik was actually one of the first people to want to transfer here. He's actually requested to be part of the testing teams specifically. Do you have a second choice?" "Um...no, actually." Ghen replied, feeling a little ashamed. "Tilik was my only choice, to be honest." "Hey, don't worry." Ryan said assuringly with his hands raised. "Nothing wrong with that. Sometimes, there's just nobody up to snuff, right? 'Kay, so, last question. Is there anything specific you'd like to do when given the transfer?" "If you need someone monitoring new pumps, I'd be happy to do that." Ghen stated. "So basically same job but with better payoff, am I right?" Ryan grinned. "I hear you. Sometimes, we're just not paid enough for what we're doing. I know I think that sometimes. Uh, our secret, yeah?" "Yeah, our secret." Ghen nodded, thinking it'd be better to have friendly relations with the human, just in case. "Awesome. Back on topic, that's it." Ryan announced, placing the form on his pile. "We'll give you a call when you're accepted." "Oh, uh, that's it?" Ghen questioned with a shrug in shocked surprise. "What, expecting a question like, why do you want to transfer?" Ryan chuckled a bit as he leaned in his seat. "You can bullshit all you want, but we both know the answer. Sweet money and stock options. Not saying that's a bad answer of course, just that it's pretty obvious." "I suppose it is." Ghen commented, realizing the point. "Also, you mentioned this...dividend? Is that for Zilia shares?" Ryan laughed a little bit before nodding. "Yep, announced before I came here. About 0.43 per share. Want to know why that's awesome? Instead of waiting for the proper price to cash out your shares, now? The company pays you for each share you hold." "A...Are you serious?" Ghen demanded, flabbergasted. Ryan nodded with his now-trademark grin. "Dead serious. If you get the transfer, and get those 50,000 shares? A little head math...right, if you hold onto those, in addition to your salary, you'll now annually be paid 21,500 credits, if you keep it at 50,000 shares. Only you can decide to sell or buy shares." Ghen just stood there silent and motionless, no idea of whether to believe it or not, to which Ryan just laughed. Once he walked out of the room, he managed to snap back to reality. Again, just focus on the very real pay-raise. He'll deal with the other parts later. After he returned to his spot, he spotted Tizx approaching by his desk. The coordinator seems to be as casual as always. "I saw you in that line a bit ago, Ghen." He said as he leaned on the desk. "Guess you're really taking that human's word?" "I mean, I don't know about all this share business or what not." Ghen began with a shrug, his tone sounding a little defensive. "But I mean, having a bigger salary? Course I'm going for it when I can. And if all this magic credits turn out to be real? You realize we can live like the royal servants, right? Get the best cars, the nicest food and all that?" "I'd be very careful, Ghen." Tizx warned in a sudden shift in tone. "Don't trust those humans. The way they just...obsess over money? Come up with more and more insane ways of getting credits? I don't know, it just makes my wings twitch." "You think this is a bad idea?" Ghen asked with a little surprise at the change-in-demeanor. "I think you should be careful, with the humans, and with what you're saying." Tizx replied, straightening his posture. "I wouldn't put it past those Earthmen to backstab you if it gets them a few more credits. And we all know how the royal servants get if any of us lowly commoners start thinking we can break into their circle." "I hear you, I'll be on my guard, promise." Ghen stated with a nod. With a confirming nod of his own, Tizx returned back to his duty, walking past Ghen's desk. Several weeks later. Everything became so much better. Ghen got the transfer. He didn't need to relocate to a new residence either. And after he was walked through into learning how to manage his stock account, and seeing that new form of payment in his hands, he already felt as though he made the best decision. But it was only when he decided to take those shares more seriously that he became privy to what he was given. After receiving the dividend payment, and actually seeing it was real, valid credits after transferring it to his main bank account, all he could describe was the most powerful high he ever felt. While his first thoughts were to buy himself a royalty-class car, some nicer furnishings for his home, or even a better home entirely, he ended up going the smarter route. After going back to his stock account, he discovered that Zilia's shares rose to about 3.22 credits in price. Knowing that this was the easiest money he could ever make, he took all of his dividend earnings and bought more shares in Zilia, bringing him to owning 56,891. And from his new regional coordinator, a human named Dylan, tomorrow is the grand release of the premium package. For just a monthly rate of 14.99 credits, the tap water will now include a sizeable portion of all nutrients and vitamins required in the zazk physiology. Still, Ghen has to admit. He's not entirely sure why anybody would want such a thing, if they'd even go for it. But, as long as he's practically swimming in easy credits, he won't pay much attention to it. And just like when he was intensively studying the basics of how the human economy worked, he barely got any sleep. His mind was constantly thinking about the things he would buy. Or rather, what other stocks to put his credits into. Even now he can still hardly believe it. Just spend your money on some, make-believe thing and, if you wait long enough and picked the right stock, you'll get more than you spent back? His mind even wandered onto what human colonies, or even their homeworld, Earth, was like. If everybody was making so much money, what kind of things would they offer? What kind of ridiculous service or product or item can you get? He's even debating on joining some forum and just asking around. Explain how he's new to how humans do things and was wondering what he should expect if he's successful. By the time he felt like he can go to sleep, the binary-stars of the system were rising from the horizon. After getting out of his bed and changing to clean clothes, his mind returned onto what-ifs. What if he bought better clothes? He's had his eye on that human brand of luxury clothes, Tessuti di Venezia, that's been all the rage amongst the royal servants. Or maybe he can go on vacation and just check out Earth for real? It was a short ride to his workplace from his home. After getting stuff his stuff and preparing to walk through the doors, he heard the roar of a car grow louder. When he looked, he saw the sleekest and quite possibly the coolest looking car he's ever seen. Each time the engine revved it would startle him, both from how harsh it sounded as well as just how intense it sounded. And after it parked, he saw the doors pop out and then slide along the body back. And there, he saw Tilik, the seat literally turning and extending out a bit before he got off. As soon as he saw Ghen staring, he struck a rather prideful pose after putting on his lab coat and then sauntered over to Ghen. "What do you think?" Tilik said, without any doubt inviting praise or compliments. "D...Did you actually buy that?" Ghen asked, unable to tear his eyes away from the car. "You're Queens-damn right I did!" Tilik laughed happily. "Thing takes off like a starship, has temperature-controlled seating, all-in-one center console, barely any bouncing on rough roads. Hoof, best decision I've ever made!" "How much did that thing cost?" Ghen asked after letting out an incredulous laugh. "Five million credits." Tilik replied, earning an absolutely shocked stare from Ghen. "And thanks to the incredible salary I have, in addition to all these shares and dividends, I'll pay back the credits I borrowed in no time!" Ghen needed a few moments before he could speak again. "All I've been doing is buying more shares." Tilik laughed and then patted the now-envious monitor's back. "Smart man. I got a little carried away, yeah, but not anymore. Any spending credits I got, going right back to investing. That's what it's called right, investing?" "Yeah, it is." Ghen nodded, feeling a fire light up in his thorax. "And also? Today's the day that the premium water thing is being released. Here's hoping it starts out well, right?" "Oh it will, trust me." Tilik chuckled as they both began making their way inside the workplace. "Lots of research, lots of study. By the Queen, so much of it...it'll make your head spin." And after hearing that, Ghen had a moment of realization. "Hey, Tilik? How did you get such a nice position anyways? Weren't you just studying under me before the humans came along?" Tilik let out a sigh after opening the door. "I'll be honest, I never wanted your job. Not because it's boring or terrible, just...I didn't suffer so many sleepless nights in the science academy just to be a glorified button pusher. This is what I've always wanted. Doing science, solving problems rather than just applying the solution, you know?" "Wait, you got an academic certificate?" Ghen questioned, completely floored. "How did you end up beneath me then? I should've been answering to you!" "Simple." Tilik gave a heavier sigh. "A royal servant was asking for the same job I was. Take a guess at who got it." "Ouch. Good thing the humans came along when they did, yeah?" Ghen was taken aback. He never heard anything about a servant taking a job at his place. "Looks like you're proving yourself to be well suited." "By the Queen, of course I am." Tilik nodded. "Like I said, I nearly broke my wings through so many nights, got certified top of my class, all just to get pushed to the dirt because someone who was born into a particular family wanted the same thing I did? I know I'm smarter than any of those empty-skull servants back in the Center. I know that, whatever, uh...corporate? Yeah, whatever corporate wants out of science, I will xeek give it to them." "Well, let me know how things go in the lab." Ghen said, admiring his drive as they neared the main office floor. "Because this is where the button pusher needs to go." Tilik let out a laugh as he nodded. "Hey, how about we meet up at Queen's Fine Eatery tonight. I'll pay, yeah?" Ghen, at first, wanted to admonish him for choosing such an outrageously expensive place to go. But he quickly realized that, he truly is good for it, thanks to the humans. "Well, hey, if you're paying for it." ... It was a fantastic opening. After being told what news sites to keep in mind for stocks, he first heard it from Dylan, and then got more detail on Business Today. There was such a massive demand right from the start that Zilia needs to increase extraction just to meet it. But what really got his attention was the effect it had. Zilia Water Delivery's share price just blasted off. After seemingly holding steady at about 3.15, by the time he got home and logged onto his account, it already reached 7.04 a share. The calculator on his account told him that he got a value-gain of 54.26%. Never in his entire life had he felt such...joy. With all of the shares he currently has? He's sitting at 400,512.64 credits. He knows that it is woefully pathetic compared to what the royal servants have just in their pockets, but the fact that he has such money, just by owning some intangible concept? Why even work at Zilia? Why doesn't he just sit at home, figure out what companies to invest in and make his money that way? What's even the point in working a real job, getting a pathetic pay when you can just take the money you have, determine where to spend it, and get triple back? All just sitting on your wings at home, researching? He was so wrapped up in his excited high that he completely forgot he was going to meet Tilik at Queen's. After quickly and haphazardly putting on his nicer clothes, he got to the place only a few minutes late. Tilik was there by the guide, no doubt having been waiting for him. As soon as he strode up, Tilik's wings stiffned out some. No doubt he must've seen the numbers as well. "I can see your wings, Ghen." Tilik began with an excited chuckle. "Made some serious credits?" Ghen let out an incredulous scoff, struggling to find the words for a moment. "Incredible. All I'm going to say." "Likewise." Tilik chortled some before nodding to the table guide. "All here. Table please?" "Right this way, sir." The guide said politely. It was a short walk, travelling between round tables. The vast majority were populated by zazk, but Ghen was surprised at seeing a few humans here as well. No doubt corporate workers checking out the local food. He did spot them having bowls filled with some kind of mass. Some were brown, others white with what looks to be black specks on them. They arrived at their table. A rather nice one, affording a view out the windows into the busy colony streets. Once Tilik and Ghen settled in, the guide handed out the menus. "May I suggest our rather popular option for tonight?" The guide began. "Human ice-cream. Ingredients sourced from Earth itself. Very cold, but incredibly sweet, and coming in many flavors. The most popular amongst us is called vanilla-bean. The vanilla itself soaks in the cream for much of the process, and then the innards sprinkled on top of it near the end. Rumor has it that the Queen herself has demanded personal shipments of such a treat straight from the home of vanilla, an island on Earth named Madagascar." Ghen didn't even spare a single thought. "Vanilla bean ice cream then, please." "Same." Tilik seconded when the guide glanced to him. With a slight bow, the guide proceeded to ferry their orders to the kitchen. Thankfully it was just a short wait before the guide returned, carrying a large plate containing bowls of ice cream. Ghen could feel the saliva on his mandibles as the bowl was placed before them. He could just feel the cold air around that glistening mass of sugary goodness. The white snow decorated with the black dots of vanilla bean. Once the guide left them, Tilik and Ghen both dived in at the same time. As soon as the ice cream entered his mouth, touched his tongue, he exploded in incomprehensible bliss. The sweetness, the smooth and creamy mass, even the taste of vanilla he wasn't sure about was just absolutely delightful. It was so overwhelming that his entire body limped, slumping in his seat as he was forced to ride on the surging tide of joy and happiness sweeping over him. Tilik was no different. He too was taken completely by the effects of the ice cream, his wings fluttering some against the seat. Ghen could hear some noise. It was the humans they passed by. They were chuckling, grinning, and glancing over at them discreetly. Unlike the two zazk, the humans seemingly just enjoyed the ice cream as if it was just another nice dessert to them. Or perhaps they couldn't allow themselves to succumb to the high? And as soon as the wave of indescribable bliss and happiness subsided, Ghen knew. He just knew. This was the life. He wanted this. The ice cream was just the beginning. So many things denied because he didn't have the credits, or worse, not the blood. Because he was just a drone in the great Collective, even if he had the credits, he wasn't allowed because of what caste he was born in. That fire that sparked in him when he saw Tilik's new car? It exploded into a raging firestorm. And when looking into Tilik's eyes, Ghen could see the same. He was on the same page as Ghen was. Both of them were sold. They have the credits. And the humans? If you can pay for it, they'll never discriminate. All they cared about is if you have the money. And by the Queen, Ghen and Tilik will endeavor to amass as much credits as physically possible. The rest of the night faded into a blur. A blur that evokes only one thing. Bliss. It was only when he walked through the door of his pathetic hut that Ghen's mind snapped back to focus. His mandibles felt sticky. And he felt a weight in his stomach. How much ice cream did he eat? Whatever it was, he ate such volume that the lower-section of his throax extended and rounded out, visible even under his shirt. He felt something odd in his pocket. It was a receipt. 43,000 credits for ten bowls of vanilla bean ice cream. Was that ten bowls for both of them? Or individually? Ghen didn't care. He's good for it. Returning back to his calculator, he acted upon the decision that he had made at that eatery. He's acquiring as many books about investing and stock trading as he could find, frequent and study all the discussions and arguments presented by other like-minded individuals such as he, all to ensure he can live the good life. And he had a very good feeling Tilik was doing the exact same thing. Well, first, the gurgling in his stomach, as well as the feeling of something rising demanded his attention. Looks like he'll need to take the night off to let his stomach get back to normal. Three Years Later. Ghen looked out beyond the horizon, seeing the colony that he grew up in. On the far side was where his old house was. With only a simple robe on, made from the finest silk from Earth's nation-state of China, he relaxed in his seat. It was a long road. Stockpiling credits from pre-existing investments and from subsequent pays, he and Tilik made it. From having only half a million in assets and cash, now transformed to over eight-hundred million. And now, his call contracts on American Interstellar? They've just announced a breakthrough in their next generation of warp drives, reducing the speed coefficient even further, resulting in far faster travel. And with that, their stock price climbed sharply. Another hundred million credits in the bank. Soon, very soon, he and Tilik are about to become the galaxy's first zazk billionares. But that's not enough. There are many humans who are billionares. Only those he can count on one hand are considered trillionares. He's going to break into that circle. He and Tilik. Looking beyond the colony, he saw the abandoned building of the workplace he transferred to when the humans arrived. Turns out, the reason for such a high demand was that the humans also slipped in sugar to the tap water. As soon as that broke, many influential royal servants demanded investigations and outright banning of Terran Galactic Company's influence over the former government division. Zilia's stock price plummeted. But thanks to an advance tip from his human coordinator, Dylan, he and Tilik made a put contract. And that's where they struck gold, as the human saying goes. Dylan warned that if they were citizens of the United Nations, they'd be investigated and convicted for insider trading. But, since they weren't, and the Collective were only just introduced to capitalism, there's no risk at all. Now the colony is going through a withdrawal phase, Zilia has been dissolved and reformed back as a government division and are currently at work re-establishing the standard, plain water delivery. "Well, shit." Tilik muttered as he walked up to Ghen's side, taking well to human speech. "Looks like you win. American Interstellar's announcement really was a good thing. There goes a million credits. Ah well, the Royal Shipyards will make it back for me soon." "Oh? Did they just go corporate?" Ghen asked curiously, glancing to Tilik. "Hell yeah they did." Tilik chuckled, sitting down. "Queen and her retard servants fought it hard, but Royal Shipyards is now officially a human-style corporation. And, to a surprise to all the xenophobes in the galaxy, they're already being offered contracts for ship production. That'll raise the stock price pretty good." "What's that human word...?" Ghen muttered, already having a reply in mind. "Dick? Yeah, calls or suck my dick, Tilik." Tilik roared in laughter. "Already made them. Forty credits a share by this day next month." "I have half a mind to go thirty." Ghen chuckled. "Either way, until then, I heard from Dylan that he knows a guy who knows several prime human women who happen to be into zazk." "You're interested in women?" Tilik said as his wings fluttered. "With how often you tell me to suck you off, I'd have thought differently." "Oh, I always thought it was you who was into men." Ghen responded dryly. "Just wanted to be a good friend, you know? Considering how you never seem to make it past, Hey sweet thing, I'm rich you know." "Oh, go fuck yourself." Tilik countered with a little laugh. After he stopped, wings stiffened, he looked to Ghen. "So, know any royal servants we can put the squeeze on for more revenue streams?" "I got just the one." Ghen nodded, sitting up. "Fzik. He's been fighting to control the ice cream trade. Worried it's a corrupting influence. Got done talking with the human CEO of Nestle earlier. If we clear the way, he'll know how to squeeze a little more gains in stock price when he makes the announcement." Tilik's wings stiffened even more, signaling his approval. "Alright, time to throw some credits around, yeah?" AN: Sorry for the period of no updates. College is starting up, lots of stuff to clear and work out. Not sure why but I just got a bug up my butt about incorporating money and the stock market into a short. Here it is. Sorry if it seems abrupt, character limit fast approaching. Let me know how you guys think about it!
[OC] Punt Rank 2020: Week 5 - Brett Kern Appreciation Club, the continued painful existence of Kevin Huber, PUNTERS THROWING TDs and the birth of Air Townsend. All this and the best video highlights of the week...
Welcome back, Punt Fans, to your slightly later than usual but there's no Thursday Night Football so what else are you going to be doing edition of our weekly hunt for the King of Punt – it’s /NFL’s own Punt Rank. If you haven’t been here with me before, the concept is both simple and fantastically over-engineered. Lemme break it down: Each punter’s performance against five vital punting metrics is ranked against every other punter in the league. Those rankings are combined into a weighted average ranking – the 2020 NFL Punt Rank. Punt Heroes rise to the top; Punt Zeros sink to the bottom. Last week’s post and Week 4 standings are available here for the archivists, and all of this week’s stats analysis and highlights and lowlights in video form are just moments away. As always I’m excited to get your perspectives on your team’s punter, and you can point me to things that I may have missed or overlooked, so please hit me with your feedback and questions in the comments!
Brett Kern (TEN, +1 to #3). Eh what do you want to know. If you’re reading this it means you like punting. If you like punting, you know that Brett Kern is a really, really great punter. And, Q.E.D – Brett was demonstrably great against the Bills on (the other) TNF. His three punts this week for the no-longer-significantly-infectious-Titans pinned Josh Allen and his shorts at the 9, 9 and 3 yard lines – covering 86% of Average Available Field which is GOAT tier punting. Here’s the pick of the bunch (his 41 yard precisiobomb corralled at the 3 yard line by Chris Milton) covering 93% of Available Field, and measuring in 7.6 yards better than an average punt from the opposing 44 yard line. Tidy. In addition to his really really really great punting, the Kerninator also wrangled at least two uttely horrible snaps into decent holds for Gostkowski to continue his kicking renaissance tour, which is a majorly underrated part of the punter job description... Logan Cooke (JAX, +12 to #13). SPEAKING OF PUNTER HOLDS AND THE EFFECT IT HAS ON KICKERS. Now I’m not saying that Chef had anything to do with the end of Stephen Hauschka’s NFL career on Sunday (0 for 2 within less than two minutes at the end of the first half, not called upon again, then cut PDQ after the weekend), but then I’m not not saying that either. Luckily for Logan (shoot I think I used that joke last week as well) the punting element of his game was without such ugly question marks. 100% of his three punts ended inside the Houston 20 yard line, covering 73%, 83% and 89%of Available Field, sneaking him up to 13th overall. Now let’s see if he can hold onto it. Geddit? Hold?! Pah.
Bad Week for
Kevin Huber (CIN, -8 to #24). On a game where the Bengals only managed the paltry total of 12 first downs (an average of one, yes ONE first down on their 12 offensive drives), K-Hub’s Bad Day was at least somewhat salvaged by the first half holy trinity of Turnover on Downs, INT and Fumble on consecutive drives (2, 3 and 4 – if you’re counting). Without that magical offensive incompetence, he could have been looking at double figure punts (I see you, Tress Way in Washington). As it was, he escaped with just the seven (!), but he takes a slide in the Punt Rank rankings as two of those (admittedly 57 and 60 yard boots) snuck for touchbacks, taking his season touchback percentage total to 26.1% which is second last in the league, just behind Tommy Townsend (more on him later). None of the magnificent seven made it inside the 20, wiping 13% off his season long percentage. However, in Kev’s defence, the first of his two end-zone-botherers this week was another case of coulda woulda shoulda from his coverage team. Alex Erikson heroically made up all the ground to reach the ball as it took a hop into the end zone, but his flailing scoopitty-scoop only managed to floopitty-floop the ball into the wrong side of the pylon. Bengals bungle. Football is a game of inches, and those couple cost Kev. And, after last week’s feature in Egregious Touchback of the Week where basically exactly the same thing happened, it’s entirely possible that Kevin Huber is stuck in some kind of awful groundhog day based time loop. That would at least explain this instagram account. Ty Long (LAC, -5 to #23). Ty Long was the victim of the binary brain of Saints rookie receivereturnerobot automaton Marquez Callaway this week. In Marquez’s awesome little computer mind, he’s going: IF punt_catch_loc > 15THEN SELECTReturn_Like_CraycrayFROMReturn.Options ELSEFair_Catch_That_MF Unfortunately for Ty, six of his seven punts were outside that 15 yard threshold and the big red light on Robot Marquez's head went off like WOO WOO, and he went HAM on bringing those suckers back. 69 (nice) return yards on the day with a long of 19 wiped almost ten yards off Long's Gross Average for the day and left him at just 53% of Average Available Field covered. The Chargers have now leaked 149 return yards for the season which is second worst in the league (behind those irrepressibly awful Jets) and almost three times the league average of 56 through five weeks. Ty will be hoping that they can turn that around before… long. Sorry.
Punt of the week – Week 5
Corey Bojorquez (BUF) continues his wild oscillation between the sublime and the ridiculous. It’s an odd-week so I guess this week it’s Sublime Corey, whose 71 yard scud missile from his own ten yard line in the second quarter of this week’s edition of Tuesday Night Football Bought To You By COVID-19 was an astonishing 28.3 yards longer than my Expected Net Gain model for an average punt from that spot. Look at this baby fly! Bojorquez booms one.
Punters doin’ shit – Week 5
Hey, it’s Corey Bojorquez again! Guess he can do sublime AND ridiculous in a single week now. It’s Puntception. Corey’s first punt of the day was coming alllll the way back for 6 until he decided to put his face on the line to put an end to Kalif Raymond’s 40 yard return. BLOOF. Look at him putting on his cap all swag afterwards like yeah I blew that dude up… Yeah I think tackling with your head is good form? But that’s not all for Punters Doin’ Shit in Week 5, oh no. We have a bonus double edition! and I include this clip with great enjoyment but also great sadness. Gentlemen and Gentlemen (just being real here), this week Riley Dixon (NYG) threw a Touchdown pass! For Giants fans reading this is when someone on your team throws the ball into the big painted area at the end of the field and a player (also on your team) catches it. I know this sounds strange and unusual, but it can happen. And it did happen for Riley on this awesome fake field goal toss to Evan Engram, brilliantly narrated by the incomparable Tony Romo in the clip below. Seriously, this call is outstanding… Nobody look at me, doo doo do, you cant see me... Jim Nantz, don't talK to.. IM OPEN, THROW IT Unfortunately, the play itself was called back due to a player not lined up on the line of scrimmage and the Giants had to settle for a 50 yard field goal. For Chargers and Jags fans reading, this is when your kicker kicks the ball and it goes between the two big tall standy uppy line things. I know this sounds strange and unusual, but it can happen. No TD for Riley, but we have the memories…
Egregious touchback of the week – Week 5
I might start calling this the Kevin Huber Touchback Memorial Column, after ANOTHER narrow miss by the Bengals coverage left Kev high and dry this week against the Ravens (see Bad Week). Outside of that shambles, there were only 6 touchbacks on the other 102 punts in Week 5, and most of them were fairly ordinary so there isn’t much egregiousity (not a word but I’m going with it) to discuss. Instead today we’re going to take some time to appreciate Tommy Townsend (KC) who has apparently got some kind of nuclear powered leg and is playing a game called “look how far away I can kick a touchback from”. For those who haven’t been paying close attention, here’s how Tommy’s rookie season has gone so far in touchback terms. Week 1 – 44 yards, modest. Week 2 – 55 yards, expressive. Week 3 – only punted once so gave myself a week off from this. Week 4 – fucken LOLs this is, how about a 60 AND a 65! Week 5 –hold my beer… Oh my god Becky, look at this punt. 67 yards! SIXTY SEVEN! And that’s from the line of scrimmage - that sucker went almost EIGHTY YARDS in the AIR. It bounced at the two and I think the returner just never even saw it. He probably thought it went into orbit or something. Absolutely ludicrous distance and hangtime here from Tommy. And, thus, I think we have our new moniker for the lad: Air Townsend. Which is also funny because it sounds like hair and he has got long hair. I’m wasted doing this.
Future of Punt Rank: desperate data plea
So part of my data collection for this analysis used to come from the brilliant Pro Football Reference gameplay finder. Which, as of this week, appears to have been absorbed into Stathead. And they’re now charging $8 a month for access to these individual play description tables, which is a massive punt in the balls. Without this data, I’ve got no way to calculate Average Available Field coverage, no plus/minus performance against the Punt Expected Net Gain, and no data on punts inside the 5 and 10 yard lines – all of which come from that analysis of the individual punt plays. Whilst this data doesn’t feed the actual rankings (which come from free NFL.com data tables), they are all metrics that really help add context to the basic stats, and are things that people reading have commented on in the past and said they found interesting. So, if anyone knows of anywhere else where I can access and download these play descriptions for each individual punt (without manually sifting the ESPN play by play reports!!), then please please let me know in the comments below. Alternatively if the eight people who read this each wanna chip in a buck a month on an ongoing basis so we can pay Stathead then that’d be cool too. A sad day for punt stat fans to be sure. Fucken big corporate… And on that note, all that's left is to say I will see you again next week for a likely more analytically constrained but still enthusiastically trying my bestest edition of Punt Rank. Yours, Eyebrows.
Living 'low income' in the Bay Area. What's it really like? Can it be done?
Good evening guys, gals, and non-binary pals. I'm a potato with anxiety and I'm bad at intros but I might be your new neighbor soon? So hello from the other coast! I'm using my throw away reddit account because I haven't discussed this with my family yet. I'm currently in Washington, DC but I'm originally from Philadelphia (where Bad Things Happen) and I've lived all over but never farther west than Texas. My spouse has just been presented with the opportunity to relocate to San Jose for their job, with the other alternative being somewhere in the deep South. Staying in DC is not an option for multiple logistical reasons. Neither one of us wants to end up in the deep South again, we did that for several years in our 20s and I don't imagine Yankees are anymore welcome there now than we were 10 years ago. We joked we'd never live in a red state with hurricanes again but now my queer ass doesn't find it funny anymore because I'm just tired and scared and the homophobia and climate change are real. Both of us are in the service industry, my spouse in retail management and customer service and me in education and social services. Our friends and family, most of whom are in a completely different (higher) tax bracket than us are saying they don't think we could manage it. I get the concern because spoiler alert, the type of social work I can do without an MSW doesn't pay shit and retail right now has its own problems. But they said the same thing when we moved to DC and we've been relatively comfy during the pandemic on just my spouse's salary when I got laid off and FWIW, the housing costs in DC are nearly as bad as they are in the Bay Area. DC is the 5th most expensive city in the country but we've managed okay by making lifestyle adjustments, including selling our car and taking public transit and changing our eating habits. We also don't have kids but we do have pets. When we crunched the numbers, San Jose is apparently only 7% more expensive overall than DC but anything less than 100k a year is considered low-income for the Bay Area? I'd love an opinion on the accuracy of this from someone who doesn't make twice what we do in a year, lol. We used several COL calculators and resources but would still like to hear from actual people. My spouse currently makes 55k a year salaried, I was doing temp work at a rate of $15/hr before I got laid off but I would expect a similar salaried position might be about 25-30k a year where we are now. When I scanned indeed in SJ jobs similar to what I do now were paying $22-35/hr, so quite a range. We know there will be some kind of a COL adjustment to my spouse's pay but we don't know how much yet and I'll need to find work when we get there. We've always been the token poor friends, I think our friends and family take it for granted that things they might consider essential have always been a luxury or optional for us. I usually end up living in the areas where my clients most need services and I'm okay with that because it helps me build rapport that's important to the work I do. The perception that an area is low-income or higher crime doesn't phase either of us because we've lived our entire adult lives hood adjacent. We're basic af admittedly, we just like to cook and chill, we don't really go out much and we don't really spend money on non-essentials, although we do enjoy some electric lettuce here and there. We're also both eager af to get off the East coast right now so we're committed to doing what we need to do to make this work. Are we insane? Probably. But we don't take vacations because we're poor Millennials, so having a company foot the bill for us to move to a new state every few years is the next best thing. ;) So reddit, can it be done? What's it like to be low-income in the Bay Area? Can you realistically live in the area without a car as long as you're in the city (meaning San Jose, not SF)? I have no frame of reference at all so any insight you can offer about San Jose in particular would be appreciated. Thanks!
No gods, no kings, only NOPE - or divining the future with options flows. [Part 3: Hedge Winding, Unwinding, and the NOPE]
Hello friends! We're on the last post of this series ("A Gentle Introduction to NOPE"), where we get to use all the Big Boy Concepts (TM) we've discussed in the prior posts and put them all together. Some words before we begin:
This post will be massively theoretical, in the sense that my own speculation and inferences will be largely peppered throughout the post. Are those speculations right? I think so, or I wouldn't be posting it, but they could also be incorrect.
I will briefly touch on using the NOPE this slide, but I will make a secondary post with much more interesting data and trends I've observed. This is primarily for explaining what NOPE is and why it potentially works, and what it potentially measures.
My advice before reading this is to glance at my prior posts, and either read those fully or at least make sure you understand the tl;drs: https://www.reddit.com/thecorporation/collection/27dc72ad-4e78-44cd-a788-811cd666e32a Depending on popular demand, I will also make a last-last post called FAQ, where I'll tabulate interesting questions you guys ask me in the comments! --- So a brief recap before we begin. Market Maker ("Mr. MM"): An individual or firm who makes money off the exchange fees and bid-ask spread for an asset, while usually trying to stay neutral about the direction the asset moves. Delta-gamma hedging: The process Mr. MM uses to stay neutral when selling you shitty OTM options, by buying/selling shares (usually) of the underlying as the price moves. Law of Surprise [Lily-ism]: Effectively, the expected profit of an options trade is zero for both the seller and the buyer. Random Walk: A special case of a deeper probability probability called a martingale, which basically models stocks or similar phenomena randomly moving every step they take (for stocks, roughly every millisecond). This is one of the most popular views of how stock prices move, especially on short timescales. Future Expected Payoff Function [Lily-ism]: This is some hidden function that every market participant has about an asset, which more or less models all the possible future probabilities/values of the assets to arrive at a "fair market price". This is a more generalized case of a pricing model like Black-Scholes, or DCF. Counter-party: The opposite side of your trade (if you sell an option, they buy it; if you buy an option, they sell it). Price decoherence ]Lily-ism]: A more generalized notion of IV Crush, price decoherence happens when instead of the FEPF changing gradually over time (price formation), the FEPF rapidly changes, due usually to new information being added to the system (e.g. Vermin Supreme winning the 2020 election). --- One of the most popular gambling events for option traders to play is earnings announcements, and I do owe the concept of NOPE to hypothesizing specifically about the behavior of stock prices at earnings. Much like a black hole in quantum mechanics, most conventional theories about how price should work rapidly break down briefly before, during, and after ER, and generally experienced traders tend to shy away from playing earnings, given their similar unpredictability. Before we start: what is NOPE? NOPE is a funny backronym from Net Options Pricing Effect, which in its most basic sense, measures the impact option delta has on the underlying price, as compared to share price. When I first started investigating NOPE, I called it OPE (options pricing effect), but NOPE sounds funnier. The formula for it is dead simple, but I also have no idea how to do LaTeX on reddit, so this is the best I have: https://preview.redd.it/ais37icfkwt51.png?width=826&format=png&auto=webp&s=3feb6960f15a336fa678e945d93b399a8e59bb49 Since I've already encountered this, put delta in this case is the absolute value (50 delta) to represent a put. If you represent put delta as a negative (the conventional way), do not subtract it; add it. To keep this simple for the non-mathematically minded: the NOPE today is equal to the weighted sum (weighted by volume) of the delta of every call minus the delta of every put for all options chains extending from today to infinity. Finally, we then divide that number by the # of shares traded today in the market session (ignoring pre-market and post-market, since options cannot trade during those times). Effectively, NOPE is a rough and dirty way to approximate the impact of delta-gamma hedging as a function of share volume, with us hand-waving the following factors:
To keep calculations simple, we assume that all counter-parties are hedged. This is obviously not true, especially for idiots who believe theta ganging is safe, but holds largely true especially for highly liquid tickers, or tickers will designated market makers (e.g. any ticker in the NASDAQ, for instance).
We assume that all hedging takes place via shares. For SPY and other products tracking the S&P, for instance, market makers can actually hedge via futures or other options. This has the benefit for large positions of not moving the underlying price, but still makes up a fairly small amount of hedges compared to shares.
Winding and Unwinding
I briefly touched on this in a past post, but two properties of NOPE seem to apply well to EER-like behavior (aka any binary catalyst event):
NOPE measures sentiment - In general, the options market is seen as better informed than share traders (e.g. insiders trade via options, because of leverage + easier to mask positions). Therefore, a heavy call/put skew is usually seen as a bullish sign, while the reverse is also true.
NOPE measures system stability
I'm not going to one-sentence explain #2, because why say in one sentence what I can write 1000 words on. In short, NOPE intends to measure sensitivity of the system (the ticker) to disruption. This makes sense, when you view it in the context of delta-gamma hedging. When we assume all counter-parties are hedged, this means an absolutely massive amount of shares get sold/purchased when the underlying price moves. This is because of the following: a) Assume I, Mr. MM sell 1000 call options for NKLA 25C 10/23 and 300 put options for NKLA 15p 10/23. I'm just going to make up deltas because it's too much effort to calculate them - 30 delta call, 20 delta put. This implies Mr. MM needs the following to delta hedge: (1000 call options * 30 shares to buy for each) [to balance out writing calls) - (300 put options * 20 shares to sell for each) = 24,000net shares Mr. MM needs to acquire to balance out his deltas/be fully neutral. b) This works well when NKLA is at $20. But what about when it hits $19 (because it only can go down, just like their trucks). Thanks to gamma, now we have to recompute the deltas, because they've changed for both the calls (they went down) and for the puts (they went up). Let's say to keep it simple that now my calls are 20 delta, and my puts are 30 delta. From the 24,000 net shares, Mr. MM has to now have: (1000 call options * 20 shares to have for each) - (300 put options * 30 shares to sell for each) = 11,000 shares. Therefore, with a $1 shift in price, now to hedge and be indifferent to direction, Mr. MM has to go from 24,000 shares to 11,000 shares, meaning he has to sell 13,000 shares ASAP, or take on increased risk. Now, you might be saying, "13,000 shares seems small. How would this disrupt the system?" (This process, by the way, is called hedge unwinding) It won't, in this example. But across thousands of MMs and millions of contracts, this can - especially in highly optioned tickers - make up a substantial fraction of the net flow of shares per day. And as we know from our desk example, the buying or selling of shares directly changes the price of the stock itself. This, by the way, is why the NOPE formula takes the shape it does. Some astute readers might notice it looks similar to GEX, which is not a coincidence. GEX however replaces daily volume with open interest, and measures gamma over delta, which I did not find good statistical evidence to support, especially for earnings. So, with our example above, why does NOPE measure system stability? We can assume for argument's sake that if someone buys a share of NKLA, they're fine with moderate price swings (+- $20 since it's NKLA, obviously), and in it for the long/medium haul. And in most cases this is fine - we can own stock and not worry about minor swings in price. But market makers can't* (they can, but it exposes them to risk), because of how delta works. In fact, for most institutional market makers, they have clearly defined delta limits by end of day, and even small price changes require them to rebalance their hedges. This over the whole market adds up to a lot shares moving, just to balance out your stupid Robinhood YOLOs. While there are some tricks (dark pools, block trades) to not impact the price of the underlying, the reality is that the more options contracts there are on a ticker, the more outsized influence it will have on the ticker's price. This can technically be exactly balanced, if option put delta is equal to option call delta, but never actually ends up being the case. And unlike shares traded, the shares representing the options are more unstable, meaning they will be sold/bought in response to small price shifts. And will end up magnifying those price shifts, accordingly.
NOPE and Earnings
So we have a new shiny indicator, NOPE. What does it actually mean and do? There's much literature going back to the 1980s that options markets do have some level of predictiveness towards earnings, which makes sense intuitively. Unlike shares markets, where you can continue to hold your share even if it dips 5%, in options you get access to expanded opportunity to make riches... and losses. An options trader betting on earnings is making a risky and therefore informed bet that he or she knows the outcome, versus a share trader who might be comfortable bagholding in the worst case scenario. As I've mentioned largely in comments on my prior posts, earnings is a special case because, unlike popular misconceptions, stocks do not go up and down solely due to analyst expectations being meet, beat, or missed. In fact, stock prices move according to the consensus market expectation, which is a function of all the participants' FEPF on that ticker. This is why the price moves so dramatically - even if a stock beats, it might not beat enough to justify the high price tag (FSLY); even if a stock misses, it might have spectacular guidance or maybe the market just was assuming it would go bankrupt instead. To look at the impact of NOPE and why it may play a role in post-earnings-announcement immediate price moves, let's review the following cases:
Stock Meets/Exceeds Market Expectations (aka price goes up) - In the general case, we would anticipate post-ER market participants value the stock at a higher price, pushing it up rapidly. If there's a high absolute value of NOPE on said ticker, this should end up magnifying the positive move since:
a) If NOPE is high negative - This means a ton of put buying, which means a lot of those puts are now worthless (due to price decoherence). This means that to stay delta neutral, market makers need to close out their sold/shorted shares, buying them, and pushing the stock price up. b) If NOPE is high positive - This means a ton of call buying, which means a lot of puts are now worthless (see a) but also a lot of calls are now worth more. This means that to stay delta neutral, market makers need to close out their sold/shorted shares AND also buy more shares to cover their calls, pushing the stock price up. 2) Stock Meets/Misses Market Expectations (aka price goes down)- Inversely to what I mentioned above, this should push to the stock price down, fairly immediately. If there's a high absolute value of NOPE on said ticker, this should end up magnifying the negative move since: a) If NOPE is high negative - This means a ton of put buying, which means a lot of those puts are now worth more, and a lot of calls are now worth less/worth less (due to price decoherence). This means that to stay delta neutral, market makers need to sell/short more shares, pushing the stock price down. b) If NOPE is high positive - This means a ton of call buying, which means a lot of calls are now worthless (see a) but also a lot of puts are now worth more. This means that to stay delta neutral, market makers need to sell even more shares to keep their calls and puts neutral, pushing the stock price down. --- Based on the above two cases, it should be a bit more clear why NOPE is a measure of sensitivity to system perturbation. While we previously discussed it in the context of magnifying directional move, the truth is it also provides a directional bias to our "random" walk. This is because given a price move in the direction predicted by NOPE, we expect it to be magnified, especially in situations of price decoherence. If a stock price goes up right after an ER report drops, even based on one participant deciding to value the stock higher, this provides a runaway reaction which boosts the stock price (due to hedging factors as well as other participants' behavior) and inures it to drops.
NOPE and NOPE_MAD
I'm going to gloss over this section because this is more statistical methods than anything interesting. In general, if you have enough data, I recommend using NOPE_MAD over NOPE. While NOPE in theory represents a "real" quantity (net option delta over net share delta), NOPE_MAD (the median absolute deviation of NOPE) does not. NOPE_MAD simply answecompare the following:
How exceptional is today's NOPE versus historic baseline (30 days prior)?
How do I compare two tickers' NOPEs effectively (since some tickers, like TSLA, have a baseline positive NOPE, because Elon memes)? In the initial stages, we used just a straight numerical threshold (let's say NOPE >= 20), but that quickly broke down. NOPE_MAD aims to detect anomalies, because anomalies in general give you tendies.
I might add the formula later in Mathenese, but simply put, to find NOPE_MAD you do the following:
Calculate today's NOPE score (this can be done end of day or intraday, with the true value being EOD of course)
Calculate the end of day NOPE scores on the ticker for the previous 30 trading days
Compute the median of the previous 30 trading days' NOPEs
Find today's deviation as compared to the MAD calculated by: [(today's NOPE) - (median NOPE of last 30 days)] / (median absolute deviation of last 30 days)
This is usually reported as sigma (σ), and has a few interesting properties:
The mean of NOPE_MAD for any ticker is almost exactly 0.
[Lily's Speculation's Speculation] NOPE_MAD acts like a spring, and has a tendency to reverse direction as a function of its magnitude. No proof on this yet, but exploring it!
Using the NOPE to predict ER
So the last section was a lot of words and theory, and a lot of what I'm mentioning here is empirically derived (aka I've tested it out, versus just blabbered). In general, the following holds true:
3 sigma NOPE_MAD tends to be "the threshold": For very low NOPE_MAD magnitudes (+- 1 sigma), it's effectively just noise, and directionality prediction is low, if not non-existent. It's not exactly like 3 sigma is a play and 2.9 sigma is not a play; NOPE_MAD accuracy increases as NOPE_MAD magnitude (either positive or negative) increases.
NOPE_MAD is only useful on highly optioned tickers: In general, I introduce another parameter for sifting through "candidate" ERs to play: option volume * 100/share volume. When this ends up over let's say 0.4, NOPE_MAD provides a fairly good window into predicting earnings behavior.
NOPE_MAD only predicts during the after-market/pre-market session: I also have no idea if this is true, but my hunch is that next day behavior is mostly random and driven by market movement versus earnings behavior. NOPE_MAD for now only predicts direction of price movements right between the release of the ER report (AH or PM) and the ending of that market session. This is why in general I recommend playing shares, not options for ER (since you can sell during the AH/PM).
NOPE_MAD only predicts direction of price movement: This isn't exactly true, but it's all I feel comfortable stating given the data I have. On observation of ~2700 data points of ER-ticker events since Mar 2019 (SPY 500), I only so far feel comfortable predicting whether stock price goes up (>0 percent difference) or down (<0 price difference). This is +1 for why I usually play with shares.
Some statistics: #0) As a baseline/null hypothesis, after ER on the SPY500 since Mar 2019, 50-51% price movements in the AH/PM are positive (>0) and ~46-47% are negative (<0). #1) For NOPE_MAD >= +3 sigma, roughly 68% of price movements are positive after earnings. #2) For NOPE_MAD <= -3 sigma, roughly 29% of price movements are positive after earnings. #3) When using a logistic model of only data including NOPE_MAD >= +3 sigma or NOPE_MAD <= -3 sigma, and option/share vol >= 0.4 (around 25% of all ERs observed), I was able to achieve 78% predictive accuracy on direction.
Like all models, NOPE is wrong, but perhaps useful. It's also fairly new (I started working on it around early August 2020), and in fact, my initial hypothesis was exactly incorrect (I thought the opposite would happen, actually). Similarly, as commenters have pointed out, the timeline of data I'm using is fairly compressed (since Mar 2019), and trends and models do change. In fact, I've noticed significantly lower accuracy since the coronavirus recession (when I measured it in early September), but I attribute this mostly to a smaller date range, more market volatility, and honestly, dumber option traders (~65% accuracy versus nearly 80%). My advice so far if you do play ER with the NOPE method is to use it as following:
Buy/short shares approximately right when the market closes before ER. Ideally even buying it right before the earnings report drops in the AH session is not a bad idea if you can.
Sell/buy to close said shares at the first sign of major weakness (e.g. if the NOPE predicted outcome is incorrect).
Sell/buy to close shares even if it is correct ideally before conference call, or by the end of the after-market/pre-market session.
Only play tickers with high NOPE as well as high option/share vol.
--- In my next post, which may be in a few days, I'll talk about potential use cases for SPY and intraday trends, but I wanted to make sure this wasn't like 7000 words by itself. Cheers. - Lily
RESULTS of the State of the Game Survey: September 2020
Hi all, It’s time for the results! Thank you to everyone who took the time to respond - we had over 1,750 responses, which is great! These insights wouldn’t be possible without your time and support. As always, neither myself nor this survey are associated with Intelligent Systems or Nintendo in any way. Please direct feedback about the game itself to the official channels. Now let’s get into it!
PreviousSurveyResults: April_2020_State_of_the_Game_Survey ~ Demographics ~ 53.8% began playing FE:H in February 2017, with 20.0% more joining during the first year of the game. 12.0% of respondents joined during the second year, 8.7% joined during the third, and 4.0% joined during the fourth year (the last ~7 months). The age range breakdown of respondents is as follows:
(2.6%) 12 – 15 years old
(15.0 %) 16 – 18 years old
(23.4 %) 19 – 21 years old
(21.8 %) 22 – 24 years old
(25.8 %) 25 – 30 years old
(8.2 %) 31 – 40 years old
(1.0 %) 40+ years old
75.8% of respondents identified as Male, 18.4% as Female, and 3.0% as Non-binary. 24.6% of respondents have never missed a daily login, while a further 38.8% have missed less than a month’s worth of logins, 11.7% missed 1-2 months, 9.9% missed 3-6 months, 5.8% missed 7-12 months, and 4.7% missed over a year’s worth. 33.5% report being F2P, while 28.7% have spent less than $100, 18.3% spent between $100 - $499, 7.3% spent between $500 - $999, and 8.7% have spent over $1000. 46.6% last spent money on FE:H during the fourth year of the game (the last 3 months), while 6.6% last spent money during the third year of the game, 5.8% last spent during the second year of the game, and 5.1% last spent money during the first year of the game. ~ Summoning ~ “Which of the following banners have you used orbs on at least once?”
~ Summoning Mechanics ~ 33.7% spent orbs on the Hero Fest banner AFTER Intelligent Systems announced how they would be compensating players for the Hero Fest banner glitch, compared to 61.7% who did not. 30.5% say that knowing about the compensation for the Hero Fest banner glitch caused them to spend more orbs on the banner than they would have otherwise, compared to 41.5% who say it did not. 28.0% did not spend orbs on the Hero Fest banner. 34.3% feel positively or very positively about the quality of 4* focuses on regular banners, compared to 26.9% who feel negatively or very negatively. 69.7% feel positively or very positively about the quality of 4* focuses on seasonal banners, compared to 7.8% who feel negatively or very negatively. 53.8% report that the system guaranteeing a free 5* after 40 summons generally makes them summon more, while 5.4% report that it generally makes them summon less and 36.1% report no change in their summoning habits on New Heroes banners. “If all New Heroes Banners used the permanent 40-summons-for-a-guaranteed-5* system that CYL4 used, how would your orb-spending habits on New Heroes banners change?”
(1.8%) I would spend fewer orbs than I did before
(22.3%) I would spend the same amount of orbs I usually do
(10.3%) I would spend more orbs than I did before
(62.2%) My spending would depend more on the Heroes offered
~ Choose Your Legends IV ~ “Which CYL4 Brave Heroes have you summoned, whether from the guaranteed choice banner or the regular banner?”
Of the summoning milestones on the CYL4 banner:
(20.2%) did not reach any of these summoning milestones
(79.7%) reached 40 summons
(41.0%) reached 80 summons
(19.8%) reached 120 summons
(11.1%) reached 160 summons
45.7% say that the free 5* hero at 40, 80, 120 and 160 summons caused them to spend more on CYL4 than they would have otherwise, while 50.3% say it did not. 22.8% say that the potential use of a new Brave Hero in future F2P Guides for content such as Hero Battles influenced their Brave Heroes summons, compared to 74.0% who say it did not. “If you could only get ONE of the new Brave Heroes, which one would you choose?”
“Which Brave Hero do you believe is the overall strongest?”
“Which Brave Hero do you believe is the overall weakest?”
“Which Brave Hero do you believe has the best art?”
“Which set of Brave Heroes is your favorite overall?”
23.6% feel positively or very positively about the addition of Jorge as the CYL4 GHB hero, compared to 33.0% who feel negatively or very negatively. 86.3% believe CYL5 should add further protections against vote botting, compared to 4.4% who do not. 70.1% believe CYL5 should require Nintendo Account sign-in to vote, compared to 12.6% who do not. ~ Feh Pass and Resplendent Heroes ~ 41.2% feel negatively about the addition of the Feh Pass (down 15.8% from the last survey), compared to 11.6% who feel positively (up 1.5% from the last survey). 46.1% are neutral (up 14.3% from the last survey). 40.2% have purchased the Feh Pass, compared to 59.8% who have not. This is a 9.5% increase compared to the last survey, following a 6.7% increase before that. Of those who have subscribed to Feh Pass, 17.4% have purchased Resplendent Heroes separately (up 12.9% from the last survey), compared to 82.6% who have not. “Which Resplendent Hero has your favorite art?”
“Which Resplendent outfit theme is your favorite?”
~ Miscellaneous ~ 15.8% feel positively about the introduction of Harmonized Heroes, compared to 31.3% who feel negatively. 29.5% have a Harmonized Hero, compared to 70.1% who do not. 14.6% feel positively or very positively about the Resonant Battles game mode, compared to 51.5% who feel negatively or very negatively. 4.6% say that the Resonant Battles game mode influenced them to pull for Harmonized Heroes, compared to 94.5% who say it has not. 34.8% believe the new Arena maps are better than the maps they replaced, while 7.4% believe they are worse, and 36.7% believe they are about the same. “How often do you use Auto Dispatch in Aether Raids?”
(34.3%) All of them, always
(0.2%) All of them, in Light Season
(3.6%) All of them, in Astra season
(24.3%) Only sometimes
(37.6%) I never use it
“IV Mango” is the preferred term for Trait Fruit according to 32.2% of respondents, followed by “IVcado” at 28.9%, “Fruit” at 7.6%, and “Dragonfruit” at 6.6%. The remaining 24.7% prefer to just call them Trait Fruit. 39.3% say they will use their first Trait Fruits on a Heroic Grails unit, while 32.9% say they will use them on a Summonable unit, and 1.3% say they will use them on an Askr unit. 58.7% prefer Stat Boosts for Legendary Heroes, compared to 26.3% who prefer Pair-Up. 56.5% generally prefer Regular Duo Heroes, compared to 8.8% who prefer Harmonized Duo Heroes. 1.8% say that the update that raised the minimum hardware/software required to play the game affected their ability to play FE:H, compared to 95.8% who say it did not. ~ Recurring Miscellaneous ~ “Which game do you want a New Heroes banner from the most?”
(26.0%) Three Houses (-1.9%)
(9.7%) Radiant Dawn (+0.5%)
(7.7%) Sacred Stones (+0.2%)
(7.5%) Awakening (-3.1%)
(6.4%) Genealogy of the Holy War (-1.3%)
(6.1%) Path of Radiance (-0.9%)
(6.0%) Gaiden / Shadows of Valentia (+2.7%)
(5.9%) TMS #FE (+1.9%)
(5.4%) Blazing Blade (+1.3%)
(5.0%) Fates (+1.0%)
(4.2%) Thracia 776 (+0.8%)
(2.4%) Binding Blade (+0.6%)
(0.8%) Shadow Dragon and the Blade of Light / Shadow Dragon (-1.0%)
(0.8%) Mystery of the Emblem / New Mystery of the Emblem (-1.1%)
“How much do you care about your rank in the following modes?”
(2.90/5.00 average) Arena
(2.82/5.00 average) Aether Raids
(2.48/5.00 average) PvE game modes with player ranking boards
(1.82/5.00 average) Arena Assault
“How have recent changes to FE:H changed your opinion on the game as a whole?”
(39.3%) My opinion was positive and has stayed positive
(5.7%) My opinion used to be negative, but has turned positive
(9.9%) My opinion used to be positive, but has turned negative
(5.1%) My opinion was negative and has stayed negative
~ Intelligent Systems Approval Ratings ~ The approval ratings are calculated by the proportion of Approve responses compared to the number of both Approve and Disapprove responses. Percent who approve of the way Intelligent Systems is handling:
74.6% - The addition of new heroes / characters to the game (+11.9)
69.4% - The gacha mechanics and summoning banners (+5.5)
59.2% - The story/plot (+9.4)
85.2% - Unranked PvE game modes (Hero Battles, Forging Bonds, Tactics Drills, Lost Lore, Hall of Forms) (-1.2)
50.7% - Ranked PvE game modes (Voting Gauntlets, Tempest Trials, Grand Conquest, Allegiance Battles, Rokkr Sieges, Mjolnir's Strike) (-2.6)
34.6% - Arena (-6.2)
48.0% - Arena Assault (+6.7)
45.8% - Aether Raids (+12.7)
40.5% believe Intelligent Systems cares about its Free to Play userbase (up 10.1% from the last survey), while 34.7% do not. This continues the upward trend from the previous survey, bringing us to 8.8% down from where we were before the February drop). 42.9% approve of the way Intelligent Systems is handling Fire Emblem: Heroes as a whole (up 14.8% from the last survey), while 16.9% disapprove. This continues the upward trend from the previous survey, bringing us to only 2.5% down from where we were before the February drop).
A NOTE ABOUT METHODOLOGY: The overall approval ratings question above has traditionally been the exact percent of Approve responses, as a proportion with both Neutral and Disapprove responses. Note that this is different than the way approval is calculated for individual modes (the proportion of Approve responses compared to the number of both Approve and Disapprove responses), where Neutral responses are excluded. The difference in calculation has continued this way in order to maintain comparability with previous survey results. For comparisons sake, the overall approval rating trend going by raw Approval percentage over the last 4 surveys is: 50.6% (Dec) -> 22.9% (Feb) -> 28.1% (Apr) -> 42.9% (Sept) Whereas the overall approval rating trend going by proportion of Approve/Disapprove with the Neutrals excluded over the last 4 surveys is: 82.2% (Dec) -> 41.0% (Feb) -> 51.3% (Apr) -> 71.7% (Sept).
~ Bonus Questions ~ “Who is your Favorite Hero added since the last survey?”
Dimitri (Brave) is the winner, followed by Edelgard (Brave), then Claude (Brave).
“What would be the best Harmonized Hero (a pair of two heroes from different games) and why?”: Rather than selecting a subset of responses this time, the link below is to a google sheet of almost all unique responses. I cleaned it up a little bit to remove “idk” type answers, duplicates, and partial string duplicates, so don’t worry if you don’t see your exact response in it. [Full Responses]. ~ Feedback ~ As always, I received lots of great feedback, both in your survey responses and in the thread itself. A heartfelt thank you to all participants for your encouragements and criticisms - these surveys wouldn’t be where they are without your feedback. But it’s not all serious; feedback messages also included:
“There once was a CYL4 banner / That hit my orbs hard like a hammer / The very next day / FloomMom Duo came our way / Now I'm stuck bartering with a loan planner”
“bonk, go to survey jail”
“Am I also allowed to put in "Norne and Azura" for a Harmonized Hero pair? No reason.”
“Brace yourself. Winter (armours) are coming!” “Brave Hector's refine has made me so very happy with it's inclusion. Go shove your bow up your butt Legendary Chrom.”
“Give me villager alts or give me death”
“I expect the next survey to come with +12 to attack, null follow up, and special cooldown reduction.”
“The true best Harmonized Hero would be Azura and Roy since it would make me uninstall the game and never want to play a gacha ever again”
“My headcanon for the dream storyline is that the evil fairies have the Summoner off picking up pebbles that look like orbs. Fredrickson would be proud.”
“Where's the most wanted unit to add to the game question so I can shout my want for Seteth into the void?”
“I no longer dab, for Legendary Seliph has finally appeared.”
And greetings from Argentina, the Bahamas, Brazil, Chile, Colombia, Finland, Germany, Greece, Hong Kong, Ireland, Russia, South Korea, Sweden, the UK, Vietnam, the Pacific Northwest, Alaska, Toronto, and St. Louis, as well as from many fictional locations!
And some personal/meta comments:
“Any chance we end up seeing another Super Serious Survey in the not-so-distant future?” -> I could not believe it’s been over a year since the last one! We’ll have to do one soon!
“Feels like the end of an era, not having to count all my five stars” -> I know, right? I may have it return in a side survey for the most hardcore of respondents at some point, since some people are asking about it and it would be good to get data on it every once in a while.
“I was looking through your Nornes skills and saw you haven't given her live for bounty yet! It's the best skill for her, what are you doing!?” -> I am a fraud :( I have given her Live for Honor though :P
“What do you hope for in FEH?” -> Norne alt, Resplendent Jaffar, and Shamir
Multiple people mentioned that they had returned after a long break and were surprised to see Norne instead of Azura! Welcome back!
I also missed a bunch of other possible Trait Fruit nicknames, which I knew would inevitably happen. Sorry!
Note: Please don’t ask me to feature your feedback comment; it’s the only guaranteed way to not have your comment added! Finally, the suggestion to have separate options for serious vs non-serious feedback was a good idea, I’ll try that out on the next survey! ~ Closing Remarks ~ If you missed out on responding to this survey when it was available, consider subscribing to FEHSurveys. This subreddit serves as a place to organize FE:H-related surveys, make new releases more visible, and make it easier for users to see when surveys are active. Thanks again to everyone who participated! I hope you find the results interesting, and if there’s anything else you think can be discovered from the data, let me know and I’ll do my best to oblige!
What is up Depthians! We are back with another monstrous update as this one incorporates five beta test builds, so we have a lot to cover. If you want to dive straight into the massive changelog/dissertation Click We should probably start with the biggest change to From The Depths in this update and that is the change of fuel and ammo storage. Quoting Nick, our lead developer
The change is quite simple: "remove ammo and fuel as separate resources. Weapons will consume materials directly, fuel engines and CJEs will burn materials directly". Before I dig into why I think this is the right thing for FtD, I'd like to explain a few details. Energy, fuel and ammo are still needed for your constructs. We have changed the "ammo barrels (etc)" and "fuel tanks" so they are just alternative material storage containers, but with the following properties: --"ammo barrels" now increase the maximum possible rate of usage of materials as "ammo" for reloading guns. They still explode. --"fuel tanks" increase the maximum possible rate of use of materials as "fuel" for fuel engines and CJEs, with the future stretch goal of fuel tanks being flammable. --So ammo racking is going to remain a feature of the game- vehicles that need to reload a large amount of materials may need additional ammo barrels Ammo and oil processors are replaced ship-wide with existing material storage containers of the same size. They'll be made decorative blocks so you can still use them decoratively in future if you want to. The oil refinery will be repurposed (described later in the patch notes) There are two main reasons why I think this is the right move. Why it's right for the business and why it's right for the player. Let's start with why I think it's right for the player: Ammo and fuel containers are currently purchasable as either "empty or full". This is confusing when considered in the context of the campaign, story missions, custom battles, multiplayer matches...how do empty and full tanks behave in these modes? I'd need an hour to study the code and a small essay to explain it. That's not good game design. Localised resources, when considering just the moving of material (and energy, if you want), becomes infinitely more manageable. The supply group system and the transit fleet system are not intuitive and for a lot of situations, their usage becomes fiddly and too complicated. We've replaced these systems with a new supply system that is much more intuitive for moving materials and energy around. The UI is less cluttered now that ammo and fuel bars are not shown. This is not a minor point...it'll reduce the amount of data on screen by about 40% in a lot of the different views. It'll be so much easier to know at a glance if a particular fleet is running low on "materials" or doing fine. Is a transport ready to leave, or does it need to pick up more materials? Will a set of vehicles have enough materials for the next fight...this is so much easier with just one main resource type per vehicle. When you or an enemy run out of ammo or fuel in a battle it's just frustrating. By combining fuel, ammo and materials for repairing you can guarantee that if someone runs out, the fight is going to be over quickly. I imagine that deep down the majority of players would rather not have to create, stock and resupply fuel and ammo. I know that personally, the requirement to do this puts me off playing the campaign. By using a single material it still focuses the game on making efficient war machines, maintaining supply lines and growing your economy, but without the extra confusion of mat->ammo and mat-> fuel conversion. Being able to assess weapons, engines and vehicles in terms of material cost and running cost is elegant. Most grand strategy games and RTS games don't have localised resources, and many don't have more than 2 resource types to handle. Very few combine localised materials with multiple types. Why it's right for the business: The ammo and oil processors were created about 8 years ago. Boring single blocks that don't add much to the game. It's been our intention to add something similar to the oil refinery but for ammo creation. That's a lot of work and adds to the complexity of the logistical part of the game, which we feel is already a burden. Making the localised resource supply system more user friendly to make it easy/natural/pleasant to move ammo, fuel and material around the map would require a lot of effort and, quite frankly, I'm not sure we'd ever manage it. The complexity of the UI scares off a lot of our customers. The barriers to getting a gun firing or a boat moving will be lowered if a single material container can theoretically get everything working. Running out of ammo/fuel in combat is a problem for our players. We want to find a solution to that, but it would take a lot of effort to do so. We also want the strategic AI to always enter a battle with enough ammo and fuel for the fight- that's another massive bunch of work. The campaign's strategic AI has to work hard to get materials where it wants them. It's a bundle of work and added complexity to get NPC fleets to restock ammo and fuel as well. We had proposed work to make resource dumps (from dead ships) contain ammo and fuel...again, that's more work, more bugs, more testing. Certain game modes such as story missions, tournament mode, and multiplayer maps should theoretically allow the player to choose the amount of ammo or fuel stocked into their vehicles before the match begins. That's another bundle of work and added complexity we'd like to avoid. Currently out of play units on the map can run out of fuel and will still continue to move "for free". It's exploitable and we don't have a solution to that...but if all the different out of play movement calculations are burning material, there will be no avoiding the cost. The development effort can be much better spent polishing up other features that I actually believe in, rather than flogging the dead horse of logistical complexity in an attempt to make it interesting, approachable and fun for everyone (which I fundamentally don't think it would ever be). Fundamentally I think that by winding back this feature we tie up a large number of loose ends and it results in a far more finished and enjoyable product. And what's-more everyone on the development team agrees that we enjoy the game for fighting, looting and creating...not staring blankly at dozens of resource bars trying to figure out who needs to head back for more fuel and how long we need to wait for ammunition to process. We've also simplified the resource transfer system. "Supply groups" and "Transit Fleets" have been replaced with a simple but comprehensive three-tier system. You can mark a vehicle as a "Creator", a "Cargo" or a "User". Creators fill up Cargos (and Users), Cargos give to Users (up to procurement levels). Users equalise their material with their neighbours, so do Creators, and there are a few handy transfers from Users back to Cargo and Creator to make sure they maintain their procurement levels as well. This system covers 95% of the way people were using the resource system and does it all semi-automatically. This simplification is much more possible now that materials are the only resource, as they invariably just need to flow from the resource zones to the front line, with everyone (Creators and Cargo) keeping what they need and passing the rest on. This new resource system also facilitates the long-range transport of materials from refinery to refinery, which is neat. The system also has an option, for Creator and Cargo types, to set their "supply chain index", so if you want to relay materials from output to output in order to accumulate them at a central location you can set the supply chain index to determine which way along the chain the materials will flow. It's all explained in the game.
After spending a lot of time with this new system from adventure to campaign and designer mode, the gameplay feels a little faster to get going and a little simpler for fleet management. As if you didn’t already know, you can shift+right click (with your supply construct selected) on the target construct / flagship of a fleet to keep supplied, keep holding down shift and right-click where you want to pick the resources up from and once again while not letting go of shift, shift+right click on the target construct/flag ship to finish the loop. This would be done of course after setting up the settings Creator, Cargo and User. Creator as an example is the harvesting construct, Cargo which would be the supply ship, User which would be a single target construct that uses the mats. This will keep the supply ship target waypoint updated and therefore your supply ship will always head to the target construct no matter where it has moved to after setting up the loop. You still need ammo and fuel boxes on your constructs, as these are governing the transfer rate / the speed that stock your turrets and fuel engine with the materials needed for them to run. You can run a construct without fuel or ammo boxes, however, once your APS clips are empty you will see a drop in your rate of fire as the material is not being transferred fast enough, this is the same for fuel engines and CJE. Another change that goes hand in hand with resource management is the changes to fuel refineries. In short:
Refineries on a force with greater than 1 million materials on it will begin refining the material into 'commodities' that are stored centrally. Commodities (AKA centralised materials) can be added by the player to any vehicle in allied territory, at any time.
Steam was previously totally unbalanced and arbitrary. For example, 9 small boilers with 1 small piston was the optimal steam setup, which was more efficient and denser than almost all other engines; and turbine power generation only depended on its pressure, so compact turbines were always optimal.
It lacked many critical info in its UI.
It was hard to control the usage of steam
What's good with new steam:
A bit more of realism and complexity
Larger steam now generally have better efficiency and density than equivalent smaller steam
More useful info such as total power production, performance over time
Possibility to regulate steam usage with valves
Pros of steam compared to injector fuel:
Denser and more efficient
Even denser with turbines
Easier to fit into irregular space
Provides a buffer with flywheels or steam tanks
More efficient when used for propellers
Doesn't require fuel containers, uses material directly from any type of storage
Computationally less intensive
Cons of steam compared to fuel:
Still hard to regulate, so it's only useful when the power usage is constant or there's a buffer energy storage
Turbines waste energy when batteries are full
Crankshafts waste energy when reaching speed limit
More susceptible to damage (injector engines can often still run fine even when half of it is gone, steam can stop working when a single pipe is destroyed)
Why cost of parts is hilariously high: Steam engines have better efficiency and density (many players seem to forget that one) than injector engines. So a higher initial costs makes it less overpowered. (In my opinion, the potential waste of energy is a major drawback of steam and justifies for its high potential power. But iirc Draba said that injector engines would be useless on designs that require a lot of power if steam doesn't have higher initial cost, which also makes sense.) Problem with new steam that can't be fixed:
Many old designs are broken due to low power output
Problems that can probably be fixed but I don't have a solution:
Inefficient steam engines are ridiculously bad (a bad steam engine is like 30 PPM and 50 PPV, while a good one is around 600 PPM and 110 PPV) (I tried to fix this and spent like 40 hours on that, but I only managed to make it easier to build a mediocre engine)
Cannot be simulated to calculate a stable power output, like fuel engines do (actually it's easy but would take a lot of time to do and I don't think it's necessary)
Another massive change is the detection rework which I also left a few questions for Ian AKA Blothorn to explain the system and how it works. Why a change was warranted:
Different types of detection weren't well balanced--for instance, visual components had better accuracy than IR and vastly better range.
Detection autoadjust used an incorrect formula, so optimizing adjustment was both mechanical and tedious.
Trackers having much better detection ranges than search sensors meant that detection was very binary--if you could see something at all you could usually get a precise lock (barring ECM, which was only counterable by large numbers of components).
Needing both sensors and munitions warners made reactive missile defence difficult on small vehicles.
There were a number of other inconsistencies/imbalances, e.g. some visual/IR sensors working through water, steam engines producing no heat, etc.
Overview of the new system: On the offensive side, each sensor type now has a role in which it is optimal, and large vehicles are best using a variety to cover their weaknesses. Visual probably remains the default for above-water detection--it remains impossible to reduce visual signature other than reducing size. IR is better against fast vehicles, as they have trouble avoiding high IR signatures from thrust and drag. Both visual and IR are weak in rangefinding (although coincidence rangefinders are adequate for most purposes); radar is correspondingly strong in range and weak in bearing, although it often offers better detection chances against vehicles that don't pay attention to radar stealth. On the defensive side, there are two approaches. Most obvious is signature reduction--while it is deliberately difficult to avoid detection entirely, reducing signature reduces detection chances and thus degrades opposing accuracy. At short ranges, however, this doesn't work well--detection chances are likely high regardless, and low errors at short range mean even sparse detections can give a good fix. Smoke and chaff can be useful here: they increase detection chance while adding a distance-independent error to opponent's visual and radar sensors, respectively. ECM, buoys, and radar guidance have also been reworked. Buoys are more powerful, becoming more accurate as they get closer to the target. While their base error is high, at long ranges a buoy at close range can beat the accuracy of any onboard sensor. If you worry about opponents’ buoys, ECM can now intermittently jam them--except if they are connected to their parent vehicle by a harpoon cable, in which case they don't need the vulnerable wireless connection. Most blueprints should need no modifications under the new system, although a few may want a few more or less GPP cards. The one exception is water interactions--IR cameras, laser rangefinders, and retroreflection sensors can no longer work through water, so submarines that used them underwater or vehicles that used them to detect submarines will need to replace them (likely with buoys). Vehicles that predominantly used visual detection should also consider adding a greater variety of sensors--in particular, visual camera trackers tied to AA mainframes should likely be replaced with IR cameras. Also, radars and cameras can take over missile and projectile detection (radar is required for projectile detection), so munitions warners can be removed/replaced with additional sensors. Last but not least a sweet little addition to our build menu prefabs. https://preview.redd.it/iqw1ymabu9t51.png?width=1920&format=png&auto=webp&s=aa1e3cdba6e1d62e07aef83caf0acad2a39249ed Please do make sure you go through the changelog as a hell of a lot has changed!
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