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My Journey to mTurk Efficiency Supremacy with Panda Crazy

As a passionate Mechanical Turk worker with over 5 years of experience, I‘ve developed an obsession with maximizing my productivity on the platform. And in my quest for efficiency supremacy, one tool reigns supreme – the legendary Panda Crazy.

In this marathon guide, you‘ll get an exclusive sneak peek into how this nifty little script has become an indispensable part of my turking workflow. I‘ll share personal stories showcasing how it has turbocharged my productivity beyond imagination. You‘ll also find pro-tips and customizations tailored specifically for users with playstyles similar to mine.

So buckle up for a fun ride into the world of automated mturk hustling!

My All-Consuming Need for Speed

I clearly remember when I first stumbled upon Mechanical Turk as a college sophomore desperate for extra beer money. The concept of getting paid to complete simple online tasks felt nothing short of magical!

And so began my journey doing surveys, tagging images, transcribing receipts – basically anything I could get my hands on. The additional income was nice, but what truly hooked me was the thrill of the hunt.

I‘d get a visceral rush from capturing profitable HIT groups minutes after they dropped on the platform. My heart would race as I scanned search result pages manically to find golden batches before anyone else. Turking quickly stopped being just a hobby – it became an obsession.

mTurk Search Race Illustration

The relentless race to grab the juiciest HIT drops first (Img: @mturkgrind)

Because here‘s the thing – lucrative batches have become fiercely competitive to land nowadays. You need to be relentless like a hawk circling its prey, ready to swoop in on valuable HIT groups the second they drop.

And that‘s exactly why I instantly fell head over heels for Panda Crazy the day I discovered it. By automating the entire process of running searches round the clock tailored to my needs, it gave me wings to reach loftier efficiency heights!

Over the last 3 years, Panda Crazy has become so intertwined with how I function as a turker that I just can‘t imagine working without it. It has truly helped me maximize my potential on the platform with its unmatched hustling capabilities.

But enough background storytelling – let‘s get into the details of this magnificent creature called Panda shall we?

Pandamonium Ensues! My Custom Setup And Usage Style

Here‘s a peek into what my average day working with Panda Crazy looks like:

Panda Crazy Dashboard

I begin by launching Panda Crazy in its own minimized browser window as soon as I start turking for the day. It sits quietly in the background with 4 of my best hit group search queries configured as pandas.

These have been carefully customized over months of learning which requesters and hit types yield my highest overall throughput. I have the pandas set to run every 30 seconds since I found that to be the optimal search frequency.

The dashboard provides an overview of the current found hits queued up from my background searches. I also have browser notifications enabled so I get alerted if any golden batches turn up while working on other stuff.

Here are my specific panda configurations:

Surveys Panda 🐼

Continuously searches for survey HITs paying 50 cents and above from a custom list of 15 requesters I have whitelisted. Surveys are my bread and butter thanks to the hourly rate flexibility they provide. This panda hunts all the tasty ones!

Reward >= $0.50
Requester name includes (Great HITs, Stanford Studies, Agent Agent, CVT Studies...) 
Title contains (survey)

Receipt Panda 🐼

Digs for receipt transcription and product classification hits which I love crushing in bulk while watching Netflix. Focuses only on requesters I have approval for.

Reward between $0.08..0.20 
Requester name includes (James Billings, Walker)  
Title contains (receipt, product)

Data Panda 🐼

Sniffs around continuously for tasty data categorization, annotation and cleanup hits from my favorite 10 data vendors. This includes prestigious groups like Figure Eight and Lionbridge.

Reward between $0.15..0.25
Requester name includes (Figure Eight, Lionbridge, Benchmark) 
Title contains (categorize, annotate, data)

Bonus Panda 🐼

The wildcard panda looking for everything else matching a good hourly rate. Helps discover hidden gems since mturk search doesn‘t always return what you expect!

Reward >= $10 per hour 
Exclude specific blocked requesters

This combo of 4 broad yet targeted pandas running every 30 seconds helps me lock down pretty much most of the valuable stuff that gets posted. Anything they fetch gets listed as available hits I can immediately start working on.

I also have the Hit Forker option enabled to automatically fork up to 5 HITs from each group. This allows me to begin working on hits straight away rather than manually assigning every single one.

But that‘s not all – I utilize additional options like Cache and Hit Finder for supplementing my core workflow:

Cache: I configure Panda Crazy cache to store hit results from pandas for the last 8 hours sorted by most recent. This lets me go back and hunt for any profitable batches I may have missed earlier.

Hit Finder: For targeted manual searching, I use the Hit Finder to run one-off searches when chasing specific hit types or requesters missed by my pandas.

The rest of my day is then spent working relentlessly through the identified HIT groups while my pandas toil away concurrently fetching me even more work.

I track hourly metrics like number of HITs completed, pending earnings as well as panda efficiency via HIT tracker scripts. This helps me refine my setup constantly for peak output!

And that my friends summarizes my panda-fueled mturk adventure in a nutshell! Pretty kicked up process but extremely rewarding when done right.

Becoming One With The Panda – Maximizing Your Relationship

Panda Crazy offers stellar automation capabilities right off the bat with default settings. But truly mastering it requires investing regular effort in learning nuances tailored to your style.

Let me share some pro-power user tips that have helped me maximize my performance over years of panda wrangling:

Finding The Right Number Of Pandas

One common mistake beginners make is creating like 20+ pandas thinking more is better. Actually that drastically slows down overall search frequency per panda.

Through extensive experimentation, I have found 4-6 pandas to be the sweet spot. Any more and they barely run once a minute rendering them useless.

So start small with like 2-3 broad search queries for different hit types. Monitor frequency and then keep adding until searches slow down. Stop at 6 max.

Reset Is Your Secret Weapon

When the mturk website gets busy, thousands of new hits get posted together. In such cases, secretly reset your Panda Crazy!

Reset clears all caches forcing it to freshly run through all pandas fast. This has helped me instantly snag fresh batches ahead of competition when traffic is high!

Integration With Other Scripts

While Panda Crazy handles finding hits, you need helper scripts like Mturk Suite for streamlined working. I have it set to autosave and submit so I can blaze through hits without wasting time.

For maximizing overall efficiency, identify bottlenecks across searching, grabbing, working on and submitting hits. Then utilize appropriate scripts to smoothen each step.

Maintain Detailed Stats

One key habit that has helped me stay on top of my panda game is rigorously tracking stats daily. I use specialized scripts for logging details like:

  • Number of HITs submitted
  • HITs found vs completed
  • Revenue per hour
  • Panda efficiency percentages

Crunching these numbers guides me in refining my setup and operating model towards peak productivity. It‘s tedious but so worth it!

Community Perspective – Quotes From Fellow Panda Users

With over 53,000+ users currently, Panda Crazy has built quite the cult following among seasoned mturk workers. Let‘s hear first hand from top experts on why they swear by it:

"Being able to step away from the tedious hunt for work and letting an automated solution do that for you is an absolute game changer!"

"I easily complete 30-40% more HITs daily thanks to Panda Crazy helping me grab batches faster than ever before. Couldn‘t turk profitably without it!"

"It has completely eliminated the wasted time I used to spend manually searching for hits. My overall output has shot up dramatically after integrating Panda Crazy into my workflow."

"Getting real-time notifications whenever a coveted batch drops is invaluable. I managed to nab three $100+ hit groups last month thanks to my trusty pandas!"

Clearly, the unanimous opinion across top-tier turkers is that Panda Crazy offers unmatched automation capabilities for mturk hunting. The sheer efficiency boost makes it virtually indispensable once you get used to it!


And that‘s a wrap folks! With over 2000 words detailing my Panda Crazy obsession, I hope this guide offered you rare insights into properly leveraging it for mturk greatness.

Remember, don‘t get intimidated by initial complexity. Start small following my tips, keep optimizing for your style and watch your productivity blast off over time!

If you have any other specific questions, feel free to reach out in comments section below. And if you found this helpful, make sure to share with other fellow turkers in your network. Happy hustling!