2.6

Scott Randby

Mathematics - University of Akron

2.6
Quality
3.6
Difficulty
9%
Would Retake
88
Reviews
2.6
Quality
3.6
Difficulty
2.5
Helpful
2.6
Clarity

9%

Would Retake

88

Reviews

Rating Distribution
Official
88 total ratings

5

24

4

7

3

3

2

16

1

38

What Students Say

Not very good, he doesn't look anyone in the eye, very confusing at times

CALC2 - 2.0 rating

He is very anal in how he grades and if its not exactly his way you will do bad in the class even if you understand the concepts

CALC2 - 3.0 rating
Class Info

Online Classes

100%

Attendance Mandatory

27%

Textbook Required

60%

Grade Predictor

Your expected effort level

LowHigh

Predicted Grade

B-

95% confidence
Based on 27 grades
Most common grades:
B (10)
Not sure yet (9)
B- (5)
Grade Distribution
A(3)B(15)C(5)D(3)F(0)A-/B+(2)
Based on 45 reported grades
B: 10
Not sure yet: 9
B-: 5
Rather not say: 5
Common Tags
Tough grader (31)
Graded by few things (20)
Test heavy (17)
Tough Grader (5)
Gives good feedback (3)
Get ready to read (3)
Lecture heavy (3)
ACCESSIBLE OUTSIDE CLASS (2)
Rating Trend

Declining

-1.54 avg change
May
Jul
Sep
Oct
Feb
May
Last 6 months
Ratings by Course

2030161008

5.0

(1)

TECHM152

5.0

(1)

MATH153

5.0

(2)

MAT161

5.0

(1)

MATH255

4.7

(3)
+28 more courses
Difficulty by Course

70249

5.0

CALCULUS

5.0

TECHMATH

5.0

TECII

5.0

APL361

5.0

Reviews (87)
2.0
3.0
TECHMATH1
Oct 26, 2005

No Comments

1.0
5.0
CALCULUS
Nov 10, 2005

No Comments

1.0
5.0
70249
Dec 14, 2005

No Comments

1.0
5.0
TECHMI
Feb 15, 2008

BAD teacher. Very unreasonable. Gives you a -5 for not turning in homework (thats given every night), if you do the homework and get maybe one question wrong (out of 25), you will get either a 0 or a 1 out of 5. Will not let you take a test if you are missing only one homework assignment. Is very ignorant when asked a Question. DO NOT TAKE!!!!!

2.0
3.0
TECHM1
Mar 31, 2008

I am not great at math but i usually get c+/b-. Not in this class. He does explain in class, but in a way very confusing to me, and to others. He did not pass back the homework for about two weeks and when i did get my back i found out that i had failed all of them. (because i did not use the "=" symbol. BAD teacher go with Charles Williams Instead

1.0
5.0
TECHMATH
Apr 16, 2008

HORRIBLE!!

1.0
3.0
MATHIDK
Apr 26, 2008

This guy sucks, never showed up. And when he did he made no sence! Theres alot more i could say but probably shouldent

1.0
5.0
TECII
May 19, 2008

...can we put negatives on here? Save yourself the money/time. DROP HIM!

5.0
3.0
TECHMI
Nov 10, 2008

Excellent professor. Clear explanations, very helpful, reasonable requirements, knowledgable and dedicated.

2.0
5.0
MATH303
Nov 24, 2008

Extremely hard grader, doesn't offer extra help, Drop Quick - find a replacement. Very snobby and talks down to students

5.0
3.0
TECHM152
Dec 19, 2008

My favorite professor. Rocks!

5.0
3.0
MATH161
Feb 19, 2009

Very helpful and clear

4.0
3.0
MATH255
Apr 20, 2009

He likes things done one way and one way only. His. If you can do things his way you will be fine and pass the class with an A or B. Attendance is bonus. He is a decent teacher, but he is also a chanllenging one. If you like a challenge and are good at math he is definitely the guy to take.

5.0
3.0
MATH161
Apr 28, 2009

Helped me pass a subject I struggle at.

5.0
3.0
MATH153
Aug 1, 2009

Great teacher

5.0
3.0
MATH153
Aug 22, 2009

Wonderful teacher.

5.0
3.0
MATH154
Sep 8, 2009

Examples are great and allow you to do the homework easily. Anyone who struggles wasn't listening or doesn't belong in the class.

5.0
1.0
MATH255
Nov 28, 2009

the best

5.0
3.0
MATH151
Mar 9, 2010

This professor knows his material well. I felt the material was easy to understand.

5.0
2.0
TECHM1
May 19, 2010

Math has consistently been my weakest subject until I took his course. I now have confidence that I never had before along with a (MUCH) better understanding of my strengths and weaknesses in math and logic. Anyone experiencing difficulty in his class either; isn't trying, lacks basic logic skills, wants an "easy A", or hasn't asked him for help!

5.0
1.0
TECHM153
Jul 18, 2010

Best and most helpful teacher.

5.0
1.0
MATH161
Jul 19, 2010

Helped me with a hard subject.

5.0
2.0
MATH161
Aug 15, 2010

Very Helpful,I would highly recommend Dr, Randby.If you don't understand it , you will when you leave his class..Great teacher!

5.0
1.0
MATH161
Dec 21, 2010

Fantastic prof.

5.0
1.0
MATH154
Dec 3, 2011

Very helpful and caring.

5.0
1.0
MATH255
Dec 23, 2011

Fair and clear.

5.0
1.0
MATH161
Jan 16, 2012

helpd me lern math. awsum.

5.0
1.0
MATH161
Jan 21, 2012

Could not be better.

2.0
5.0
CALC2
Mar 7, 2012

Not very good, he doesn't look anyone in the eye, very confusing at times. Yes he is good at math, but not a very "involved with students" teacher.

5.0
1.0
MAT161
May 6, 2012

Great.Gave me an A.

5.0
1.0
MATH161
Aug 11, 2012

helpt me wth hrd math

5.0
4.0
2030161008
Mar 19, 2013

Math for Modern Tech with Dr. Randby; it was a web based course that met one a week to take a quiz. He posted videos online and had homework for each lesson but he didn't collect it. The class consisted of 14 quizzes every wed. He is an amazing teacher and is very knowledgeable. He can explain this material to anyone!No book.Awesome class

4.0
3.0
MATHFORMODERN
Jul 8, 2013

Dr Randby was a great teacher who would slow down to thoroughly explain things. He also had individual time in his office before class for help. Take him if you struggle in math!

5.0
4.0
MATHFORMODERN
Aug 9, 2013

Dr. Randby is a very good instructor Definitely knows his math. Obvious he enjoys teaching. Grading techniques a little tricky to figure out, not so much interested in answer more how you got to it.

1.0
4.0
TECHCALC201
Oct 14, 2013

Not helpfull with students. Took points off for writing too small and doing extra work to benifit myself. It's either the way he knows or it's wrong. If you skip a step the whole thing is wrong.

2.0
4.0
MATH161020
Oct 16, 2013

Won't help you offline if you take his www/lecture class. He only wants you to ask for help online. Kind of rude. He wants the students to go by his rules he has for math. Not clear what he wants on his quizzes. DO NOT TAKE HIS ONLINE MATH CLASS!!

2.0
4.0
2030161
Jan 20, 2014

I warn you do not take any classes with this professor, he is rude and will not help you, he has an archaic way of using technology. He is terrible DO NOT have him as a professor. I have never been so upset with a professor then i was with Randby.

2.0
4.0
MATH161
Grade: Rather_Not_Say
Feb 14, 2014

He is a very rude teacher. I don't know what these other people are saying about him being helpful because he wasn't helpful to me at all. I asked him for one on one help and he had rudely suggested if i needed help I should have taken a lecture class.

1.0
5.0
TECHCALC2
May 28, 2015

I took regular Calc 2, which is far more in depth than TCalc 2. I got a B in Calc 2. I had to take TCalc 2 because I switched majors. I failed TCalc 2. Randby was a horrible teacher. He took points off for arbitrary reasons. His tests didn't seem that hard when you took them, I understood the material but failed the tests hard. DO NOT TAKE HIM.

4.0
4.0
TECHCAL2030255
Grade: B-
Nov 23, 2015

Hes a hard grader but if you ask for help he will go out of his way to do so. If you struggle at the beginning of the year but show improvement but wont advance he'll give you the passing grade( advancing grade C-).

5.0
3.0
MATH161020
Grade: Incomplete
Dec 4, 2015

He has been the best teacher I have had the last three years of college. This was my first online class that I have ever taken. The material was organized and he always communicated with his students. I would recommend this class to anyone and everyone!

4.0
2.0
TECHCALC2
Grade: B
Mar 8, 2016

He's a pretty easy going guy. Goes over lessons clearly making the homework easy. Explains exactly what is on the test. The test are not that hard. If you pay attention then you can pass his class.

3.0
4.0
CALC2
Grade: B
May 17, 2016

He is one of the better teachers I've had at the University of Akron, but his grading is why I wouldn't suggesting him to anyone. He is very anal in how he grades and if its not exactly his way you will do bad in the class even if you understand the concepts. He gives extra credit but if it isn't exactly perfect you won't get any credit. Good luck

2.0
4.0
MATH154
Grade: C+
May 18, 2016

He's good at explaining the material and the structure of his course is awesome. However he is rather rude and sarcastic as many other raters in the past have explained. The tests are harder than they need to be, and I think he takes the course a little too seriously. I had to take his class because it was the only one that fit my schedule. AVOID!

2.0
4.0
MATH154
Grade: D+
Oct 19, 2016
Wouldn't take again

Dr. Randby is beyond anal about how he grades his exams and homework. I received a 69.4 on my exam that could have been a mid 80 or at least a passing 70 if he wasn't busy taking off points for me showing my work, and not writing my name on the 2nd piece of paper stapled to the first paper with my full name on it. Doesn't make you buy the book.

Tough Grader
Skip class? You won't pass.
ACCESSIBLE OUTSIDE CLASS
4.0
3.0
MATH154
Grade: A+
Dec 7, 2016
Would take again

I LOVE Dr. Randby. He explains everything so well and tells you exactly what will be on the test and how he wants you to answer the questions. All you need to do is pay attention, do the homework, and study the way he tells you to study and you'll do fine. If you miss class, he posts all of the notes on springboard. Great teacher!

Gives good feedback
ACCESSIBLE OUTSIDE CLASS
Clear grading criteria
1.0
4.0
TECHMATH1
Grade: Not sure yet
Mar 8, 2017
Wouldn't take again

so strict and serious

Tough Grader
LOTS OF HOMEWORK
TEST HEAVY
2.0
1.0
TECHCALC201
Grade: D
May 16, 2017
Wouldn't take again

He is so strict. He took points off on my exam because I didn't writ my name on every paper.

Tough Grader
Gives good feedback
GRADED BY FEW THINGS
1.0
4.0
TECHM153
Dec 1, 2017
Wouldn't take again

Just the worst professor ever, you have to do things his way if not he will grade you terribly.

Tough Grader
1.0
3.0
MFMTWWW161
Grade: Not sure yet
Feb 23, 2018
Wouldn't take again

I take an www/lecture class. We meet every Thursday to take a quiz. There's no homework or lectures in class. The lessons are all online on his website to look at. He is a tough grader so be super careful. If you do not put exactly what he wants, you'll get problem marked incorrectly. Overall the math is easy and his lesson clarifies really well.

Tough Grader
Participation matters
1.0
4.0
MATH303
Grade: Not sure yet
Oct 28, 2019
Wouldn't take again

Avoid this professor at all costs. He believes he is the smartest human being to ever walk the Earth. You have to do the work his way, and use his exact words/processes. He does not care if youre sick, he expects you to be in class.

Test heavy
Tough grader
5.0
3.0
MATH303
Grade: Not sure yet
Nov 4, 2019
Would take again

Best professor at UA. Cares about students.

Gives good feedback
Respected
Accessible outside class
1.0
5.0
APL361
Grade: Rather not say
Sep 28, 2020
Wouldn't take again

Randby's ego has manifested and took his place. Refuses to read anything that isn't a copy of his work. Requires you to show 2+2 because he can't comprehend mental math. Cyber security majors beware, his classes are tough.

Get ready to read
Test heavy
Tough grader
1.0
4.0
MATH216
Dec 2, 2020
Wouldn't take again

This is a course where you can know every concept 100% but you will still likely get points taken off your tests. Label your work? Points off for not doing it the way he wanted, which he never specified btw. Not labeling obvious steps? Points off. Write information from the question onto the written work, such as an equation/variable? Points off.

Graded by few things
Test heavy
Tough grader
1.0
4.0
MATH151
Feb 13, 2021
Wouldn't take again

Grades insanely tough. If you dont write neat you lose points, if you circle an answer, you lose points, if you write out the question, you lose points. His lectures are the most mind numbingly boring things in history. He says one word a minute and has 3 hours of lecture with only 20 minutes of useful information. He thinks he is a god.

1.0
5.0
2030APFINITMATH
Grade: Not sure yet
Mar 11, 2021
Wouldn't take again

8 quizzes - no other grades. Quizzes do not quiz you on whether or not youknow the content. Quizzes are how well you can regurgitate his exact work. I have gotten every question right on multiple exams just to get 60s-70s with no remorse. Has extreme superiority complex and does not care about you or your grade. avoid at all costs.

1.0
4.0
MATH303
Grade: Rather not say
Mar 11, 2021
Wouldn't take again

One of the hardest classes I've taken. The content itself is actually really basic, for some of it it feels like high school classes. The problem is he takes 3 hours to explain something that takes me 6 minutes to learn on youtube. It sounds like he hates himself more than he hates his students

Graded by few things
Test heavy
1.0
4.0
MATH216
Grade: B+
Mar 11, 2021
Wouldn't take again

Scott Randby might be the ficklest teacher that I have. He will take off points for things that do not even pertain to what you are working on. This is bad because there are 9 things you are graded on, 1 creating a PDF assignment, and 8 quizzes. The pdf Is worth 5 pts and the quizzes are worth 50 pts each, giving you a total of 205 points.

Graded by few things
Tough grader
Test heavy
4.0
4.0
MATH461
Grade: A
Mar 16, 2021
Would take again

Dr. Randby is a tough grader and wants you to do everything his exact way. While this can be annoying, if you make sure to follow his instructions to the letter, you will pass.

Test heavy
Clear grading criteria
Tough grader
1.0
4.0
MATH416
Grade: Incomplete
Mar 17, 2021
Wouldn't take again

The format of the class does not encourage you to learn the material. It encourages you to memorize his exact steps and repeat them with new numbers. You can lose up to 50% of your test even if you get the correct answer using the same methods as him but have minor notation/formatting errors.

Tough grader
1.0
4.0
MATH416
Grade: Rather not say
Mar 21, 2021
Wouldn't take again

very unhelpful professor. Would not take again and would warn everyone else not to take again. You have to learn his way or you lose points. You can spend hours studying and doing his homework and prove you understand the concepts and still pull a 70-80 on a quiz. Dont put yourself through this.

1.0
5.0
MATH303
Grade: B-
Mar 21, 2021
Wouldn't take again

probably my worst experience at UA

4.0
2.0
MATH151
Grade: A+
Aug 5, 2021
Would take again

Professor Randby is a good professor regardless of what the other reviews might say. He is a very strict grader but also clearly outlined everything that was to be done many times throughout the semester. Lecture videos were a bit boring but as long as you pay attention to them, you'll be fine. Tests are just slightly different questions than HW.

Graded by few things
Lecture heavy
Tough grader
1.0
4.0
MATH161
Grade: A-
Sep 16, 2021
Wouldn't take again

By far the worst professor I have had in my entire life. Constantly being snarky in emails, unwilling to work with students who have a work schedule, expects everyone to be a wizard at math(assuming we know and skipping ahead). Would recommend another teacher if you had the choice...

Graded by few things
Test heavy
Tough grader
2.0
4.0
MATH361
Nov 5, 2021
Wouldn't take again

Quizzes are the only grades given and he deducts ridiculous portions of those grades for petty stuff. His quiz instructions are ridiculously detailed in the menial parts yet you have to guess at the fine line between showing your work and what he considers "relevant work".

Graded by few things
Tough grader
1.0
5.0
APL361
Grade: Not sure yet
Nov 6, 2021
Wouldn't take again

Hands down the worst professor I've ever had the misfortunate to take. He takes off mass points for work he deems 'irrelevant', and is incredibly rude and condescending both in and out of class. Extremely fickle, and will take off points even if you copy his homework answers word for word. Worst part is, you're forced to take his class. Good luck.

Test heavy
Tough grader
3.0
4.0
MATH161
Grade: B
Dec 15, 2021
Wouldn't take again

Randby's online courses provide all the information needed to pass, as well as how to do the problems for the tests in his way. You have to be near exact in how you show your work, or you will lose points. Homework is not necessary to complete, and solutions are provided. Quizzes use questions similar to the homework. Annoying class, but doable.

Graded by few things
Test heavy
Tough grader
2.0
5.0
MATH461
Grade: C
Mar 25, 2022

Awful, grades Math homework like English homework. Comments (and deducts points) that you show to much work on one quiz and not enough work shown on the next quiz. You spend more time during quizzes trying to figure out how to word what you are writing than you do on the actual math part. You can drop 1-2 letter grades for commas and word choices.

Tough grader
3.0
5.0
2030161
Grade: B-
May 2, 2022

Watch the videos and copy the work exactly for the quizzes. That's literally all this class is, except for whatever reason, he grades it 100x stricter and its nearly impossible to get a 100% on a quiz even if you're doing the exact work that he does in his examples and lectures. Only 8 quizzes the whole semester and they make up your whole grade.

Tough grader
Lecture heavy
Graded by few things
1.0
5.0
2030461501
Grade: C
May 10, 2022

His ego proceeds him and his material, and is the rudest individual I have encountered. Grading is outrageous. If you have notes and memorize his word for word "methods", points are deducted because it wasn't perfect. I understand needing to have correct work, but even if its right, he'll mark points off. I cannot stress enough how awful he is.

Tough grader
Hilarious
Graded by few things
1.0
5.0
MATH461
Grade: C
May 10, 2022

Worst Professor ever! You have to memorize his notes but still don't expect a good grade. This is a math class yet our grades are reduced for missing punctuation and grammar opinions in the "show you work" part. One quiz he deducts for showing to much work but the next one is not showing enough work. His comments on graded work are inaccurate.

Tough grader
Graded by few things
2.0
3.0
2030461501
Grade: B
May 10, 2022

If there is any form of writing, good luck. He is a very stuck-up grader when it comes to anything with writing.

Tough grader
Test heavy
Graded by few things
1.0
5.0
2030461501
Grade: B
May 11, 2022

somehow the smartest and dumbest person you will ever meet in your life, grading makes 0 sense, and if you don't do the math EXACTLY the way he did, you could still have the correct answer and lose 10% of your grade on quizzes which are the only grades in his class (8). I have even lost points for showing "too much" work on a problem. AVOID HIM.

Tough grader
Get ready to read
Test heavy
1.0
5.0
2030461501
Grade: B-
May 12, 2022

Hands down the worst professor I have ever had. Rude in emails, unhelpful, my grade actually went down the more I met with him. Randby's course material is far from relevant in the field. You have to do the work EXACTLY like he would or you will fail. You can loose 50% your grade for grammar or having TOO MUCH work. Unwilling to meet with students.

Tough grader
Test heavy
Graded by few things
1.0
5.0
2030461501
Grade: B
May 12, 2022

if you see any rating above a 3 it was placed by this professor himself, look at the spread of the ratings 30 1 star reviews, hardly any in the middle, yet 24 5 star reviews. it is purely his ego talking as he is perfect in his own eyes, avoid him at all costs. i have lost points for using first person on an OPINION based paper

Tough grader
Test heavy
Graded by few things
1.0
5.0
2030461501
Grade: C+
May 18, 2022

Took a class with this professor almost a whole year ago and remembered I never got a chance to speak on this. Everyone that talks about his ego is completely correct. I was marked off on quizzes for showing "too much work" whatever that means. In a math class. Horrible experience, by far the worst experience I have ever had with a professor.

Tough grader
2.0
5.0
MATH361
Grade: Not sure yet
Dec 2, 2022

The lectures and content are laid out very well, and are understandable. The homework is optional, do it to understand how to take the quizzes (not particularly hard, but learn the content). Prof. can be rude, and grades extremely harshly and sometime arbitrarily which can make the quizzes stressful. Overall avoid, but the classes are passable.

Tough grader
Amazing lectures
Graded by few things
1.0
5.0
2030APFINITMATH
Grade: Rather not say
Feb 17, 2023

His grading is terrible. He will take points off if you do not copy his work directly from the notes, even with the correct answer. Though, even if you do the work exactly as he did, he will find a way to take off points for some bizarre and outlandish reason. If you would like to keep your sanity, do not take any course offered by him.

Tough grader
Get ready to read
Graded by few things
1.0
4.0
2030APFINITMATH
Grade: Rather not say
Feb 22, 2023

Disregard any 5 star reviews they seem to be outdated and made by bots judging by the grammar. Please avoid this professor at all cost. He has the biggest ego I have ever encountered and he is the most horrible grader ever on the 8 quizzes you get in the class. You can always rely on him to degrade and ridicule you when you email. Stay far away!!!

Tough grader
1.0
4.0
2030APFINITMATH
Grade: Not sure yet
Mar 3, 2023

Quizzes are impossible. I do the work exactly how he shows it in the homework (with the correct answer), and he still finds random and ridiculous things to take points off for. Don't take his class.

Tough grader
2.0
5.0
MATH461
Grade: B
May 9, 2023

After taking Randby for 3 math classes, you eventually get the hang of his expectations in terms of his quiz demands. Quizzes are very challenging, but are at least doable by practicing and reading the provided homework and study material. An EXTREMELY picky grader no matter what class or quiz you take with him. Must follow his directions to a tee.

Tough grader
Test heavy
Graded by few things
2.0
3.0
MATH361
Grade: B
Jul 8, 2023

Not bad at doing the lectures online. Only issue is that he seems to be very robotic and lifeless. Everything is quiz based. The way he grades makes little to no sense. Seems to be stuck up and allows little room for when doing your work that doesn't go his way. You can find an easier and efficient way to find an answer and it will still be "wrong"

Tough grader
Graded by few things
Online Savvy
1.0
5.0
MATH361
Grade: Drop/Withdrawal
Sep 27, 2023

DO NOT TAKE WITH SCOTT, grading your test HEAVY! If you DONT do everything HIS way, you will get DEDUCTED points. Every quiz I got 50% for using the wrong method, but getting the right answer, showing TOO much work, or TOO little work, etc. DONT BELIEVE ME? GOOD LUCK

Tough grader
1.0
5.0
2030APFINITMATH
Grade: Not sure yet
Oct 19, 2023

Worst class I've ever taken. When you take math from Scott Randby, you aren't learning any math. Instead you are spending all your time trying to copy exactly what he tells you to do. If one week you put down too much work for an answer, the next week he will mark you off for putting too little work for an answer.

Tough grader
Test heavy
1.0
5.0
2030161
Grade: B
Feb 1, 2024

Such a bad series of classes taught by him. Unnecessarily hard and grading is ridiculously strict. If you can at all, avoid Randby. Can copy work exactly from his lectures and still manage to get a 70% on the quizzes. Only have 8 quizzes the whole semester and that's the only thing that he grades. AVOID AT ALL COSTS

Tough grader
Lecture heavy
Graded by few things
1.0
4.0
MATH461
Grade: B-
May 10, 2024

Easily one of the worst professors you can take for these courses. His grading makes no sense because you can essentially memorize what he says about the topic and he will mark it wrong with no explanation. He will also mark you wrong for doing "too much" work to prove your answers. Lastly, he will mark 6 points off your quiz for writing your name.

Tough grader
Test heavy
Graded by few things
1.0
5.0
MATH461
Grade: B
May 10, 2024

Easily one of the worst professors in Cyber. You can tell he goes out of his way to take points off, such as putting your name on your paper. He will mark things wrong even if you copy it directly from his own words and can't give you a reason why it's wrong. Doing too much work is a bad thing even if it's correct or necessary. AVOID.

Tough grader
Test heavy
Graded by few things
Class Info

Online Classes

100%

Attendance Mandatory

27%

Textbook Required

60%

Grade Predictor

Your expected effort level

LowHigh

Predicted Grade

B-

95% confidence
Based on 27 grades
Most common grades:
B (10)
Not sure yet (9)
B- (5)
Grade Distribution
A(3)B(15)C(5)D(3)F(0)A-/B+(2)
Based on 45 reported grades
B: 10
Not sure yet: 9
B-: 5
Rather not say: 5
Common Tags
Tough grader (31)
Graded by few things (20)
Test heavy (17)
Tough Grader (5)
Gives good feedback (3)
Get ready to read (3)
Lecture heavy (3)
ACCESSIBLE OUTSIDE CLASS (2)
Rating Trend

Declining

-1.54 avg change
May
Jul
Sep
Oct
Feb
May
Last 6 months
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