load.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "from dotenv import load_dotenv\n",
    "load_dotenv()\n",
    "import os\n",
    "from pinecone import Pinecone, ServerlessSpec\n",
    "import json\n",
    "from openai import OpenAI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "pc = Pinecone(api_key=os.getenv('PINECONE_API_KEY'))\n",
    "pc.create_index(\n",
    "    name=\"find-my-prof\", # Replace with your model name\n",
    "    dimension=1536, # Replace with your model dimensions\n",
    "    metric=\"cosine\", # Replace with your model metric\n",
    "    spec=ServerlessSpec(\n",
    "        cloud=\"aws\",\n",
    "        region=\"us-east-1\"\n",
    "    ) \n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR211',\n",
       "  'Comment': 'for my beginning at McGill university in accounting, this teacher made it disaster. he is very difficult to understand, dont answer questions. dont take his class'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MGCR211',\n",
       "  'Comment': 'I once decided to chart how often he used the phrases \"these are things you need to be aware of\" \"was that clear\" \"is this ok\" \"obviously\" which he uses to string sentences that make up the entire lecture, while reading slides for 3 hrs, a page later, gave up and stopped attending class and studied at home. he\\'s THE worst. how is he a McGill proff?'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR211',\n",
       "  'Comment': 'At first impression, you will think he is a good prof, but then he will start reading the slides the whole class long which is gonna give you panic. I wished he could change the way he teach. he never made any effort to explain. just tells you \" you need to think about it and you should be comfortable about it\". the midterm exam was awful'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR211',\n",
       "  'Comment': 'He is a good teacher but he style of teaching makes the course very heavy. I would like to have a choice but He was the only teatcher for Contining Education students. I don t know why.'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MCGR211',\n",
       "  'Comment': 'He is a nice person, but many of his explanations are unclear because he keeps saying the same words after each sentence he reads such as\"these are the things you have to think about and all those types of things\".Half of your class you will hear his read the answers to the homework and the other half he will read the slides. Does not answer emails'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ACCT351',\n",
       "  'Comment': \"Very unclear lectures and goes on and on to explain stuffs that don't matter. Gives you long quizzes but waste a great portion of class time explaining materials not covered in the quiz. Sometimes he tests you on materials he hasn't yet covered in class. He also has a lot of mistakes in his answer keys. Don't take the class with this prof!\"},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ACCT351',\n",
       "  'Comment': 'Extremely unclear in his lecture, so be prepared to self study a great portion of the course. This prof has never answered any of my emails, so help is not necessarily always there. He made multiple mistakes grading my work and after explaining to him the mistakes, my mark went up by two letter grades. Overall, I do not recommend this prof...'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ACCT361',\n",
       "  'Comment': 'As a person he is a very nice teacher, always willing to help if you go see him during office hours. However, in class he is not very clear, made the material more confusing than it actually was, so had to read the textbook. Overall, confusing teacher, but exams were fair and if you put in the time this class is an easy A.'},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ACCT361',\n",
       "  'Comment': \"Just a bad teacher overall, isn't even qualified.\"},\n",
       " {'Professor_Name': 'Kevin Parent',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ACCT361',\n",
       "  'Comment': 'Good prof. Moves at a followable pace.'},\n",
       " {'Professor_Name': 'Francesco Ferrulli',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CMSC203',\n",
       "  'Comment': \"Does not know how to teach. Seems like he doesn't know the information himself when he is teaching. Handwriting is god awful and illegible. Unfair with grading and does not provide clear guidelines to what he expects. Quizzes are much harder and do not reflect what is taught in class.\"},\n",
       " {'Professor_Name': 'Francesco Ferrulli',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CMSC203',\n",
       "  'Comment': 'His lectures follow no logical structure and seem to jump from topic to topic. What we learn in class is so much easier than what he makes us do on assessments, and on those assessments he shows no mercy with the grading. No curve and the average is about a 60 right now.'},\n",
       " {'Professor_Name': 'Hamish van der Ven',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI350',\n",
       "  'Comment': \"Prof. van der Ven is an amazing lecturer! Going to class was a pleasure. He made his already clear and organized lectures enjoyable by adding educational clips or in-class examples using volunteering students. On top of being funny and passionate, he was seeking students' feedback mid-semester to better his teaching for current and future students.\"},\n",
       " {'Professor_Name': 'Hamish van der Ven',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI350',\n",
       "  'Comment': \"Prof VdV is really good, very dynamic during lectures and accessible outside of class. His exams were very easy, but his group project was really badly organised (15 people in a group, during springbreak, a nightmare). The conference were a joke and a waste of time but that was mostly the TA's fault. The subject was fantastic and I loved it. ��\"},\n",
       " {'Professor_Name': 'Hamish van der Ven',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI450',\n",
       "  'Comment': 'His first semester at mcgill, and you can kind of tell. However, his lectures are informative and entertaining and overall I just loved this class. The group project was annoying only because the first presentation was 2 days after classes resumed.'},\n",
       " {'Professor_Name': 'Claire Kim',\n",
       "  'Department': 'Marketing department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR352',\n",
       "  'Comment': 'Super sweet prof and amazing at teaching! I took her principles of marketing and it was my favorite class of U0. The class is very group work heavyand you should pick a good group. The exam has a lot of memorization and understanding, but as long as you follow what you learned in class you can succeed. She is VERY organized and her slides are great'},\n",
       " {'Professor_Name': 'Claire Kim',\n",
       "  'Department': 'Marketing department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR352',\n",
       "  'Comment': 'Her lectures are very clear'},\n",
       " {'Professor_Name': 'Claire Kim',\n",
       "  'Department': 'Marketing department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR352',\n",
       "  'Comment': '1) Group projects are worth 50% of your grade (3 presentations and a report). You need to pick good groupmates. Final is worth 50%. 2) Good marks for the projects up until course evaluations then drops after lol. 3) Attendance is checked blanks on slides to be filled out in class. 4) YUGE curve on the final grade, I went from 76 (w fnl) to an A LOL'},\n",
       " {'Professor_Name': 'Claire Kim',\n",
       "  'Department': 'Marketing department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR352',\n",
       "  'Comment': \"Claire is such a sweetie. She's always willing to help you out when you need her! Your whole grade is group projects (3 presentations) besides the final exam, but you pick your group so make sure you chose people you can count on because getting an A on the projects is difficult, you really have to try hard and put.\"},\n",
       " {'Professor_Name': 'Claire Kim',\n",
       "  'Department': 'Marketing department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR352',\n",
       "  'Comment': \"Very good professor, very nice and very knowledgeable. If you don't understand something, go ask her after class. Half of your grade will come from group projects so pick wisely. Hard to get higher than B+ because she curves every grade (85 is the max) No midterm final was ok but a lot of material had to be covered so don't wait. Attendance graded\"},\n",
       " {'Professor_Name': 'Claire Kim',\n",
       "  'Department': 'Marketing department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR352',\n",
       "  'Comment': \"She is a nice lecturer. Half of your grade is from group projects so pick your team well. She tries to stay between the 65-75% average so it's hard to get a high grade. The final is really about understanding marketing more than memorizing the material she gives.\"},\n",
       " {'Professor_Name': 'Johanna Neslehova',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MATH357',\n",
       "  'Comment': \"Prof Neslehova cares about her students. However, she seems unaware of the fact that students have other courses. This is one of the heaviest assignment courses I have taken after 3 years of math! She's accessible, and answers questions clearly, but I didn't find her lectures as clean as other people did. Would avoid unless you adore statistics.\"},\n",
       " {'Professor_Name': 'Johanna Neslehova',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MATH523',\n",
       "  'Comment': \"Johanna is the best stats prof that I've had at McGill. Her lectures are extremely clear and she is very kind and helpful during office hours. GLM is a great class, and the material is truly interesting. I'm an engineering student but I was able to get A just by attending lectures and reading the Agresti book thoroughly.\"},\n",
       " {'Professor_Name': 'Johanna Neslehova',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'MATH523',\n",
       "  'Comment': \"Overall, it was a very challenging class. Johanna gives practice exams before the midterm and final, which are REALLY helpful in my opinion because the material is very hard and there's a lot of it! The book was useful but not necessary! Only take this class if you're willing to put in the hard word\"},\n",
       " {'Professor_Name': 'Johanna Neslehova',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH523',\n",
       "  'Comment': 'Johanna is a great prof. She goes fast, but she will post useful material and usually is very helpful in office hours.'},\n",
       " {'Professor_Name': 'Johanna Neslehova',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MATH523',\n",
       "  'Comment': 'She is good compared to other statistics professors, but she teaches very fast. However, her notes are clear and she is helpful during office hours. I took math 523 with her and she started rushing through the course material after the midterm - it was crazy. Finally, her assignments are helpful for learning the material, but they are very long.'},\n",
       " {'Professor_Name': 'Johanna Neslehova',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'MATH523',\n",
       "  'Comment': \"GLM itself is a hard course. Professor Neslehova's not the best one, but certainly not the worst. You need to read the textbook before lectures or you will be lost forever because she goes over material real fast. The exam and assignments are tough but the grading is not that harsh.\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVILTECH',\n",
       "  'Comment': 'would not recommend'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': \"She seems to know her stuff but not an amazing teacher. The 8:30 lectures really put you off, I learned everything from this class from the book and by doing the assignments. The class's more about memorizing the assignments than understanding mechanics. It's also useless for EE majors, it should be removed. Good thing I took it online.\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'CIVE 281 is a required course in the Electrical Engr curriculum but is so useless that you will not need it for anything in your entire degree at McGill or after. It makes no sense to make this a prereq for ECSE362. This course is very difficult, proff doesnt help and is purely unnecessary. Help out new students by taking this course of curriculum.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Strongly recommend staying away from this class at all cost. Prof is unclear in her usage of variables, unclear flow of explaining problems. Concepts are made much harder than they really are by confusing you and spending a lot of time on useless algebra. Unenthusiastic about answering questions and will make shame for asking. Save yourselves.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'The course is terribly designed with difficult final exams'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVILTECH',\n",
       "  'Comment': 'Had her for 3 years at Dawson, she may be tough and hard to understand but she genuinely cares for her students and will make sure you understand everything. very approachable during office hours'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Same teaching style as Chu (problem-based method that is a pretty huge help with assignments and exams), but far more unpleasant - very in-your-face and condescending in class, and treats all her students like disobedient children. At least her teaching actually helps you learn the material...'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'The material she taught was extremely difficult, but by solving the examples in class she made it very clear and easy to understand. Her exam questions require you to understand the material. Nice prof.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': \"She doesn't put anything online at all, I had to teach myself all the material. Utterly incomprehensible.\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVE206',\n",
       "  'Comment': 'Good Prof in general, she cares about the material, but is very intense and sometimes hard to understand.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': \"She has a wierd accent, but once you start understanding her she's great. Like altough the material she was teaching wasn't easy, i found it extremely easy to follow her lectures bc when solving examples she's explaining every single step\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': \"Her voice is so loud and annoying, plus she has a wierd accent... But the real problem is that she almost doesn't put anything on WebCT. On the other hand she's very nice and she explains the material well\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIVIL101',\n",
       "  'Comment': 'Uncomprehensible'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Her face angers me. Watching her speak with unspeakable facial expressions and with total confidence in her incorrect sentences and pronounciations is simply frustrating.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Shes the 101 dalmatian lady. Shes soooo nice though. She will help u anytime and shes okay in marking. Chu is also okay, he says alot mulCHUply instead of multiply. Hes funny in that sense. Well anyways, eascy course, cheat sheet is allowed and put assignment problems on it and u should pass. Good Luck!'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'she goes very fast, but as long as you follow what she is saying, you will understand very well, she is also quite helpful although she looks mean'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Very High Pitch Voice prevents me from understanding what she is saying. How irritating Both Babarutsi & Chu know that if they put their slides online no student would bother staying in class with their poor teaching skills.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE283',\n",
       "  'Comment': \"One of the best prof's i've had at McGill. Truly cares about your understanding of the material. Incredibly patient and helpful when approached individually. Very knowledgable; demonstrates her thorough understanding of the material through getting to the root of your question. a tough marker though\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'doesnt she look like the evil lady in 101 dalmatians? her accent is quite strong but it can be funny at times \"I got Twooo balls, I hiiit them together\" She goes quite a bit faster than Chu but thats not bad thing'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ANALYTICALMECH',\n",
       "  'Comment': 'you WANT SLIDES? on WEBCT? NO!!! it is very STRAITFOVAD...'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIVE283',\n",
       "  'Comment': \"I'd like to believe she has good intentions, but her evil sounding voice is not what you like to hear at 8:30 in the morning...\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': \"Prrrety Strrrraightfoward !!!! Very very annoying teacher, but not the worst I've seen at McGill. Gordon Edwards tops them all.\"},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'character right of off aunt from My Big Fat Greek Wedding...'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Better write quickly... the notes go off fast.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'All problems are STRRRRRRAIGHTFOWARD and are simple algebra.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIV',\n",
       "  'Comment': 'Goes too fast, but very passionate in teaching.'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'bangs mechanics into your head like beating rhythm into a bongo - but it works!'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CIV291',\n",
       "  'Comment': 'Looks like edith prikly (SCTV). Too funny to learn anything'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': '303281',\n",
       "  'Comment': 'insanely loud! and keeps banging on the desk! headaches will ensue!!!'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENG',\n",
       "  'Comment': 'Russian teaching methods... can be good or bad'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ENG',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Sofia Babarutsi',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE281',\n",
       "  'Comment': 'Very clear and very LOUD!! you are guaranteed not to fall asleep...:)'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON468',\n",
       "  'Comment': \"He is just the nicest professor. The course is very hard but he is doing everything step by step with us. Without him I wouldn't have a good foundation in econometrics\"},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON257D2',\n",
       "  'Comment': 'He is simply the nicest professor I have ever met. He is approachable, willing to accommodate students with weaker background, and go over materials that are covered in previous courses.'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON257D2',\n",
       "  'Comment': \"Decent class, I think there is quite a steep learning curve with stats in general which makes the class kinda hard. HW assignments were pretty fair and the TA graded them pretty leniently. The final was hard but curved. He's a really caring guy who always helps during OH cause the material can be pretty whack sometimes.\"},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECON662D1',\n",
       "  'Comment': 'He knows how to teach Ph.D. students.'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': \"This Prof is not a good Prof. He does not know how to teach however he tries very hard which is respectable. He curves a lot so you have a chance but if you don't spend all your time analyzing every line from his mistake-filled lectures you are doomed!\"},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': \"Pros: He's a great dude. Clearly cares a ton about the subject matter and about the students. Tests are pretty similar to the homework. Cons: He's an absolutely terrible teacher; I had no idea what he was talking about for 3/4 of the class. Textbook is almost worthless. Ended up reading statistical papers online and memorizing proofs to do well.\"},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': 'Econ department needs new blood. He might not be the best prof at explaining the material, but his dedication makes me admire him. I remember seeing him rushing for a sandwich and then going to teach another graduate course. He is an honorable professor. Sincerely.'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': 'Self-learning regression. Boost my math maturity entirely by myself.'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON257D2',\n",
       "  'Comment': 'This class definitely takes a lot of effort on your part but if you follow his lectures and read the textbook, you should be fine'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': 'not good'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON257D2',\n",
       "  'Comment': 'Listen up kids! Ignore ALL comments that come from 2019. It was his first year teaching undergrads after teaching at a higher level. He has improved a lot! He explains concepts clearly and slowly, encourages questions, and has straightforward assignments. He is also helpful in OH. His midterm was too long, but FAIR (reflective of the assignments).'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': 'I think I fail the midterm. please curve the grade.'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': 'he is a nice dude. But overall, he is over the top disorganized, mumble through class, so everyone is discouraged. I wont take his class again'},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': \"Apparently this man knows a lot but his problem is that he doesn't know how to teach at all. The material is like an intro to econometrics which is very challenging to undergraduates. I barely understand what he taught in class and managed to get a A at last by reading the textbook and teach myself. The final was not that bad.\"},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON257D2',\n",
       "  'Comment': \"Incredibly disorganized class. It was his first time teaching an undergraduate course, so it's normal that it's not smooth sailing. However, the course was very difficult to follow since nothing was clear. He is very sweet and wants to help but doesn't seem to know how to explain since he assumes we know much more than we should.\"},\n",
       " {'Professor_Name': 'Saraswata Chaudhuri',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON257',\n",
       "  'Comment': \"Waaay over-complicates material to the point that it demotivates you from going to class. Doesn't post any notes or materials online, and provides no practice before exams. Had a really bad time in his class but it was his first time teaching an undergrad course; hopefully he matures as he continues to teach.\"},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'EDEE270',\n",
       "  'Comment': '4 words: ALL OVER THE PLACE. look up the definition of disorganization and her name will appear'},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CLASS',\n",
       "  'Comment': \"Is very perplexing. She is ok when teaching but gets upset at students very easily. Assignment descriptions and rubrics are unclear and confusing. She gets frustrated when we don't understand her instructions. If you have to take her class, don't freak out, it's still manageable, but do avoid her if you can.\"},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'EDEC248',\n",
       "  'Comment': \"The grading criteria is unclear. Poor communication. Extremely disorganized. Her course outline was riddled with errors and inconsistencies and she didn't follow it at all. She seems really nice, but the struggle is real.\"},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'EDEE270',\n",
       "  'Comment': 'Mediocre prof. I took her class during the pandemic so it was online.. which probably did not help. Her lessons were unnecessarily long and redundant. Students were often confused by what they were supposed to do or what was happening in general. At least she was nice..!'},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CLASS',\n",
       "  'Comment': 'I have no idea what these comments are reffering to. This was a great class overall. Not difficult, very informative, and well taught.'},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'EDEC248',\n",
       "  'Comment': 'Horrible teacher! Avoiddddd! She is incredibly rude in lectures and does not discuss multiculturalism, as she only focuses on black and white relations. She is unclear in lectures and unhelpful when you ask for help. However, she is a very easy marker and the class is an easy A.'},\n",
       " {'Professor_Name': 'Lerona Lewis',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'EDEC248',\n",
       "  'Comment': \"One of the worst profs I ever had. Biased against white students. It is not a multicultural lesson because she speaks only about black and white relations, and white privilege. Easy marks though. I do recommend another prof. Random readings given last minute. Doesn't know how to use the technology and wastes time trying.\"},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'Content was very clearly explained in lectures AND on the slides (very detailed and include a lot of images to explain abstract concepts). lectures are very engaging, professor Warburton is an amazing lecturer, very eloquent, caring and just, He answers all questions and lectures often included live demos and board calculations!'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'Professor Warburton was very helpful and engaging in this intro-level physics class. If you participate in class and show interest, you will definitely achieve a good grade. He does many practical demonstrations and experiments for concepts that are harder to grasp.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': \"As someone who isn't a physics major, I thoroughly enjoyed this class because it allowed me to ask questions about physics that have always intrigued me. It was a great opportunity to explore and satisfy my curiosity about the some physical concepts. The practice exam questions are great tool to prepare for exams.\"},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'Material was consistently connected to current and relevant experiences that were directly related to students or the instructor. This made the content uniquely engaging and original. Andreas Warburton encouraged discussion from students and took the time to learn the names of students that participated.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'Definitely would recommend taking the course if you are looking for something interesting and not too difficult. Overall, a great professor and an interesting course.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'The course has changed a lot from past years and is focused on the students. The material is not too tough and there is always support available online or in person. The grading is quite forgiving with feedback given at a reasonable time. Sample papers and guides also given for the midterms and final which show the level perfectly. Recommended!'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'Andreas does his best to make sure the concepts were explained clearly and there was always active discussion in class, online or in his office hours regarding material or anything in general. The content itself was also fun! The grading is also made so that students can make the most of it and with just a little work a high grade is achievable.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'Dr. Warburton is incredibly kind and respectful. He listens to students and is exceptionally humble despite being very success in his field. This said, PHYS 181 is no longer a super easy course - there are a lot of concepts and the midterm and final is harder than you would assume it would be.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'DO NOT TAKE THIS PROF. He literally takes off your mark from assignments for no reason and unclear instructions for all grading schemes and there is no room for you to negotiate because the assignments are graded SO SLOW and once it is the end of the semester, you do not have the time and energy to debate for marks. AVOID HIS PHYS 181!!'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': 'TRY TO AVOID IT AT ALL COSTS. Extremely dysfunctional course structure+lecture + never gives feedback/practice materials.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PHYS181',\n",
       "  'Comment': \"Never imagined a 100 level phys course would have a midterm average of c+. Tons of info and hard to follow. Don't take unless S/U.\"},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PHYS257258',\n",
       "  'Comment': 'One of the best of profs of the physics department. Hilarious, and can be very dorky in a great way. Is a lot more relaxed in 258. Is really good at public speaking! I see why they send him to the international meetings in the states.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PHYS257',\n",
       "  'Comment': 'His lectures for 257258 are so boring. It is very difficult to stay focused. He is funny and a nice guy, but staying awake during his lectures is hard.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS257258',\n",
       "  'Comment': 'Very understandable lecturer and a generally great guy.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS214',\n",
       "  'Comment': 'Phenomenal astrophysics professor! I might even say stellar'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PHYS258',\n",
       "  'Comment': \"I have never met a University prof that was so caring and involved with his students, while being so knowledgable in higher level, beyond the scope of the class kind of things. As long as you actually work hard and use the resources Prof. Warburton gives you, you will do very well. He's a genuinely kind guy, and brilliant to boot.\"},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS258',\n",
       "  'Comment': 'Prof Warburton is an awesome teacher. He is clear, very fair, and willing to help you out if you have a problem on something. He is a good speaker, he is interesting and funny. While he does give big C programming assignments that are very long and a final quiz that was rather tricky, it was still do-able and OK. Thank you professor for the course.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHYS258',\n",
       "  'Comment': 'One of the coolest professor ever. Understandable, nice,very clear, he is the ideal professor.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHYS248',\n",
       "  'Comment': 'Very helpfull. Very clear. The teaching was a bit too slow for me but that was probably the course (experimental methods). Overall superb.'},\n",
       " {'Professor_Name': 'Andreas Warburton',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PHYS567',\n",
       "  'Comment': 'Great prof, but gives way too much information on the subject and his final was just plainly impossible to do.'},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'SWRK223',\n",
       "  'Comment': 'Richard is an amazing teacher! His class is fair and realistic of what social workers would encounter in their practice. I would definitely take another of his classes, too bad he only teaches one!'},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SWRK223',\n",
       "  'Comment': \"Rick is extremely fair. He does not believe in memorization; the final exam is open book and the assignments are done in groups. He is extremely knowledgable in the field and is very useful for answering questions. Most of the class is spent going over the course pack so attendance isn't mandatory but his comments are important.\"},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'SOC223',\n",
       "  'Comment': 'Very useful class, the coursepack is a bible for all budding social workers. He is hilarious and is basically Larry David undercover!'},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SWRK223',\n",
       "  'Comment': \"Best prof I've ever had! He has a great sense of humour he's extremely helpful. Ask him any question and he'll be pleased to answer! Montreal's Woody Allen!\"},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'SWRK223',\n",
       "  'Comment': \"extraordinary prof! the trick is to participate in class. if you participate, you're guaranteed an A. he's not out to trick you - very straight-forward! his great sense of humour is a plus!\"},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'LEGALPROBPOOR',\n",
       "  'Comment': 'AMAZING class, AMAZING prof! He is like a walking encyclopedia! Ask any question and he knows plus he is a law graduate! It was an honor to be taught by him! Exams are easy, but make sure you put ALOT of detail!'},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SWRK357',\n",
       "  'Comment': \"Make sure you ask questions! What he says he wants, and how he ends up grading are 2 different things. You'll do great if you really participate.\"},\n",
       " {'Professor_Name': 'Richard Goldman',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SWRK355',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Iwona Perlin',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST314',\n",
       "  'Comment': 'Wonderful to listen to.'},\n",
       " {'Professor_Name': 'Iwona Perlin',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'AA101',\n",
       "  'Comment': 'a superb teacher'},\n",
       " {'Professor_Name': 'Iwona Perlin',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST2',\n",
       "  'Comment': \"Iwona Perlin was my TA in Ancient European History. she was very helpful and very understanding. Very approachable. Her explainations were clear. My best TA to date! She'll make a great professor!\"},\n",
       " {'Professor_Name': 'Iwona Perlin',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MIDAGES',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Iwona Perlin',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MEDMEDICINE',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Stephane Girard',\n",
       "  'Department': 'Languages department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'LANG2006',\n",
       "  'Comment': 'Stephane is definitely very demanding, and does not expect students to take the easy route. Be prepared for a lot of homework, and very long lectures. Also, the homework usually consists of long readings and difficult essays.'},\n",
       " {'Professor_Name': 'Stephane Girard',\n",
       "  'Department': 'Languages department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CINQUEBECOIS',\n",
       "  'Comment': 'Stephane was a great teacher. Always knew how to make the class laugh while keeping the overall atmosphere professional, not easy to do for such a young prof. Congrats!'},\n",
       " {'Professor_Name': 'Stephane Girard',\n",
       "  'Department': 'Languages department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'FRE493',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'EDKPABCD',\n",
       "  'Comment': \"The only pedagogue McGill has in Physed dept. very compassionate. love his students, amazing teacher. very caring. don't miss his class\"},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'EDKP225',\n",
       "  'Comment': \"GREAT PROF! He is so nice and he genuinely wants you to succeed so he will always help you if you seek help (before the assignment due date). He is also very understanding of personal situations. I have had him 3 times in the past 4 years - loved him each time even if I didn't get a good grade!\"},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'EDKP223',\n",
       "  'Comment': 'best teacher ever! he makes your class so enjoyable :)'},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'BASICGAME',\n",
       "  'Comment': 'Best teacher ever. You will learn so much from him and his class is a blast!'},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BASICG',\n",
       "  'Comment': \"Holy**** GO is the man!!!!! Take his class, he's the best you'll ever have!\"},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'BASICGAMES',\n",
       "  'Comment': \"By far the best teacher I've ever had. Very hlepful and caring. Was even given an award as Quebec's best teacher. Take him if you have the privilege to do so.\"},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BASICGAMES',\n",
       "  'Comment': 'Take this class. You will learn the most important things about being a teacher from this teacher!'},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'BASICGAMES',\n",
       "  'Comment': \"This is one of the core courses that teaches you how to be a phys.ed. teacher. Elementary school games, party games, sports, invent your own game, play games your classmates invent. Gordon is an AWESOME teacher. His jokes will have you laughing so hard you'll crawl across the gym floor.\"},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'EDKP223',\n",
       "  'Comment': '2 credit class. Lots of fun. Learn games for elementary school kids. Physically active. Amazing eduacator! You can learn a great deal about teaching that is not limited to physical eduaction.'},\n",
       " {'Professor_Name': 'Gordon Oliver',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BASICGAMES',\n",
       "  'Comment': 'Great teacher...great class. I reccommend it to everyone...you will have so much fun, while learning a great deal of stuff'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'OCCH612',\n",
       "  'Comment': 'a real scientist and the best prof I meet at McGill'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'OCCH622',\n",
       "  'Comment': 'it is a bit hard for people who can not calculate.'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'OCCH612',\n",
       "  'Comment': 'very useful'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'OCCH612',\n",
       "  'Comment': 'Great professor'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'OCCH622',\n",
       "  'Comment': 'Course plan difficult to graps and complicated to understand'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'TOXICOLOGY',\n",
       "  'Comment': 'very good one'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'TOXICOLOGY',\n",
       "  'Comment': 'good teacher!!!'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'TOXICOLOGY',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Paul Heroux',\n",
       "  'Department': 'Medicine department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'TOXICOLOGY',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Michael Paidoussis',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MECH419',\n",
       "  'Comment': \"He is very friendly. some of his lectures are not easy to follow, but if you pay attention it's fine. You will learn a great deal from him. A truely amazing professor.\"},\n",
       " {'Professor_Name': 'Michael Paidoussis',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'DONTREMEMBER',\n",
       "  'Comment': \"I don't know if he is retired, I took his class some time ago... This guy is excellent! He is the incarnation of elegance. He is very clear and if you show interest, he gives amazing examples of how the theory applies to varies situations. Truly the best professor at McGill. I had an amazing learning experience with him.\"},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': \"Entertaining, interesting subject. Be a good student and you've got a 1-credit A\"},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': 'Straight forward class on morals and ethics... You be the judge of it. Class is straight forward. Final was easy but written weirdly in that some questions seemed to have multiple answers. Just do your work and get the nice little GPA boost.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': 'The course is not so interesting, but gives an overview of all the different engineering departments at McGill.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': \"Boring as hell class, but it's her baby and she takes it really seriously. Gives out marks for attendance, but you only need to pay attention to the lecture on ethics and OIQ to do well.\"},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': 'Great prof, nice voice. Easy teacher. How often does that happen in Engineering.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': 'Great prof. Very passionate, helpful and approachable.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': \"Very nice and helpful teacher. And as the other students have mentioned, she's hot.\"},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': \"She's so hot that she makes me want to go into civil engineering just so she can work on my retractable bridge (Thrust bridge).\"},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': \"Number of Ratings: 11. Hotness total: 11. This is what happens when female professors teach engineering, huh? Apart from looks, she's a pretty good teacher and obviously cares about the subject material. Don't skip class too much though, there's some info on the midterm/final that she only says in class and not on the online slides\"},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE290',\n",
       "  'Comment': 'Great teacher, very organized ,clear and approachable, and as already said, easy on the eyes.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': 'shes a pretty good prof, but make sure you attend this class, even tho the slides are online, theyre not the clearest. shes a looker'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'FACC100',\n",
       "  'Comment': 'SHES SO HOT I LITERALLY FANTASIZED ABOUT HER EVERY LECTURE. Dont need to go to class at all, just look at lecture slides online. Exam was fair.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE290',\n",
       "  'Comment': 'great teacher, very involved and clear in her lectures. cares about students.'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CIVE290',\n",
       "  'Comment': 'Good looking, interesting, very clear, fair grading, Hope she was teaching more classes'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE290',\n",
       "  'Comment': 'clear, not hard, interesting, good looking'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE290',\n",
       "  'Comment': 'great prof, very interested in material, extremely kind, always available for help with assignments...pretty easy course as well'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE290',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Angela Keane',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CIVE225451',\n",
       "  'Comment': 'Great prof! Always available for questions. Well organized presentations.'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CCTX',\n",
       "  'Comment': 'Very good teacher. Knows the material perfectly and has a talent to explain everything in an interesting and clear manner. Be sure to practice problems that he suggests and you will succeed.'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ACCT486',\n",
       "  'Comment': 'Loved this teacher! explained the material properly and was very helpful.'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ACCT486',\n",
       "  'Comment': 'very good teacher, very helpful to all his students. Takes the times to explain the material.'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ACCT486',\n",
       "  'Comment': 'This is the best teacher that I have ever had! He is very clear with his examples and knows his material. If you have the chance do take him .'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ACCT475',\n",
       "  'Comment': 'very good teacher makes the class interesting'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ACCT486',\n",
       "  'Comment': 'Super teacher!'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ACCT486',\n",
       "  'Comment': 'Did not like him. Can be intimidating when he makes you go in front of the class to demonstrate your solution on the board. And this does not ount for any marks as participation.'},\n",
       " {'Professor_Name': 'Jack Triassi',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'TAXXII',\n",
       "  'Comment': 'A very nice man- but he has no gift to teach'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ENG113',\n",
       "  'Comment': 'Fantastic prof, fantastic guy. Definitely worth his office hours for the extra essay help. He provides ALL possible midterm questions WAY in advance, so no surprises.'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ENG112',\n",
       "  'Comment': \"I love him. He's adorable and extremely helpful and witty. Although lectures can be potentially dull, they move quickly and his enthusiasm is contagious. He has a passion for the English language that inspires students to dedicate time and effort to learning. Really fantastic.\"},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENG113',\n",
       "  'Comment': \"Basically copies Jessica Riddell's style. Unreasonable marker. His lectures can get a bit dry, but he tries. Good selection of material, though.\"},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BUSA250',\n",
       "  'Comment': 'Extremely helpful & friendly and very clear lecturer. I enjoyed this class and found it really useful. See him during office hours to get advice on your essays. An A is not impossible but you definitely need to be a very strong writer. Proofread your work thoroughly.'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BUSA250',\n",
       "  'Comment': \"Great prof! don't waste a chance to take a class with him! he's funny and a great lecturer. As for getting an A in this class.. well let's say an A- is possible if you work really hard! he's really helpful - not an easy grader but it's mcgill ur talking about- u cannot get As if you dnt work hard to earn them\"},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'BUSA250',\n",
       "  'Comment': 'He is the coolest guy ever and has a great sense of humor. He loves it when students ask him for help, and is extremely helpful. He knows his information very well, and always tries to engage the class. However, he is not the easiest grader. You have to work hard for the class, but it will pay off. Definitely going to take another class he teaches'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'BUSA250',\n",
       "  'Comment': \"This professor gives grade really hard. He's a harsh marker and he doesn't tell you what to change for the next assignment. The class is the worst class I attended in my life.\"},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL276',\n",
       "  'Comment': \"Brilliant, funny, keeps it real. Much more self-aware than other professors in the department. Knows pop culture better than most of his students. Best prof I've had at McGill.\"},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL279',\n",
       "  'Comment': 'Funny and knows films!'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL359',\n",
       "  'Comment': 'I would disagree with the previous comments. His lectures were very dull, and his explanations of the concepts were fair at best. I learned more by reading wikipedia the week before the exam so I could finally understand what he was attempting to explain, albeit in a more complicated manner.'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL359',\n",
       "  'Comment': 'This class seemed like it could be so boring but it ended up being one of my favourites, and the only one where I actually did all the reading. This prof is really good at explaining really difficult concepts.'},\n",
       " {'Professor_Name': 'Gregory Brophy',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL359',\n",
       "  'Comment': 'I love this class. Great teacher, interesting readings, good lectures.'},\n",
       " {'Professor_Name': 'Boswell Wing',\n",
       "  'Department': 'Geography department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ESYS200',\n",
       "  'Comment': 'cool guy'},\n",
       " {'Professor_Name': 'Boswell Wing',\n",
       "  'Department': 'Geography department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ESYS200',\n",
       "  'Comment': \"Boz is a really cool guy. He is so passionate about Geology he almost makes it interesting. He's also super understanding and helpful. The class structure is neat for a 200 level - 20 person class and for the second half of the semester the students teach every Thursday! Fun class but slightly repetitive if you have already taken ENVR200, GEOG203\"},\n",
       " {'Professor_Name': 'Boswell Wing',\n",
       "  'Department': 'Geography department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ESYS200',\n",
       "  'Comment': 'Loved him! He is expecting a lot from his students but he is great and is really helpful. He knows a lot and his lectures are always interesting. I loved how he can be really sarcastic.'},\n",
       " {'Professor_Name': 'Arcan Nalca',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'COMM161',\n",
       "  'Comment': \"Very handsome, Teaches extremely well for the material that he has to work with. big distraction in class because I can't help but to stare at him.\"},\n",
       " {'Professor_Name': 'Arcan Nalca',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMM161',\n",
       "  'Comment': \"He's really a sweet guy, tall dark and handsome. He teaches well too, although I was easily distracted by his overall appearence. ;)\"},\n",
       " {'Professor_Name': 'Arcan Nalca',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'OM472',\n",
       "  'Comment': 'Prof. Nalca is great.He is a very nice person, he is very very helpful and he cares whether you learn.He has a positive attitude, he is not easy, but he somehow makes you learn the hard stuff.'},\n",
       " {'Professor_Name': 'Arcan Nalca',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR472',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Arcan Nalca',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'OMSECT',\n",
       "  'Comment': \"Arcan rocks! This semester was his first time teaching and he managed to be clear and to explain well. He's very cool and answers every question as best as he can. Always trying to make everyone understand. I said it before, and I'll say it again... Arcan rocks!\"},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'INSY609',\n",
       "  'Comment': 'Possibly the most interesting course of my whole mba, I agree with other posters, felt more a seminar than a course. No academic learning. I felt I learned a lot and have recommended this course to others, unfortunately the teacher of this course has changed so I am not sure.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'Not the easiest not the hardest course, perhaps the only one which gave me the feeling of getting a real life view. The teachers delivers what promises, so check the first class if you want to stay in the course or switch to a lighter one. Workload is quite a bit, exams are not easy but fair, no surprises. I do recommend this course.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'Although my grade did not turn out what I expected to be, the course was greatly helpful. Feels about as a seminar where a speaker comes to class as a break from his daily job. Very useful insights on the real world. Just a warning, the course is not as easy as it seems, I was mislead thinking to give a quick reading of the slides. Not enough.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'Just finished the classes yesterday, I can confirm what others said here, the course is recommendable because of its practical nature, something you do not encounter easily at McGill (probably in all major universities...). He is indeed a very respectable person and instructor from all standpoints. I thought he gave us a lot.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY609',\n",
       "  'Comment': 'Thumb up, saved my last term from \"zero utility\" rating. He is no BS, delivered what he said, practical knowledge, not academic lectures in conflict with the tough business reality (having 20 years work experience I can tell...). Overall this and other 3 courses are leaving me something worthy in my whole McGill MBA.... Aaargh!'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY609',\n",
       "  'Comment': 'Very nice course. As he stated in the first class when you look backwards at the end of the course you realize a lot of material can be applied immediately in several work situation (not just project management: his communication mgmt class was killer!). I also liked the fact he devoted half class to ethics, a novelty in most MBA programs.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'INSY609',\n",
       "  'Comment': 'Just completed the course yesterday, really happy of having taken it, no regrets at all. I can confirm what others wrote, the course is rather straightforward and at the end you are left with practical ready-to-use knowledge, which in my MBA experience turned out to be the exception rather than the norm. Thumb up, he is a nice guy too.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'Top notch course, practical, dry and operational: at the end I have material ready to use. Rarely I found a course this practical and focused, so kudos to him, who happens also to be really fair and reasonable. Workload is considerable but not hard at all.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'Really nice course, one of the very few I can think of giving me some ready to use knowledge (which he said was his main goal). Liked his non-academic style. He brought a lot of real world insight which academic teachers almost always lack. I will recommned this course to anyone although the workload is not little. At the end I feel it was worth.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY609',\n",
       "  'Comment': \"I agree with what said by others, this is a meat only course, no bones and that is what I liked the most. Maybe dry but far many MBA courses are too wet. Really nice person and well targeted course. I really appreciated the material added to the textbook. I'd recommend this course and professor to anyone.\"},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'INSY609',\n",
       "  'Comment': 'Last and best course of my MBA. He is more a professional than a professor, in the good way, I mean his teaching is more practical than academic. You need courses like this. He provides very useful additional material on top of the textbook, which he does not seem to like much. Exemplary fairness and great perspectives on real life work.'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'Class was kind of boring but was not his fault, proj. management is just not the most exciting subject. He still works as a project manager full-time so he has interesting insight into the field. Great slides that follow the textbook. Straightforward exams. Overall, a nice fair guy with a somewhat dry course, but u can actually learn so'},\n",
       " {'Professor_Name': 'Andrea Ravaioli',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'INSY450',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Olivier Mathieu',\n",
       "  'Department': 'Philosophy department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PHILOSOPHY',\n",
       "  'Comment': \"He's smart amd funny, but when it comes to teaching, it's another story!\"},\n",
       " {'Professor_Name': 'Olivier Mathieu',\n",
       "  'Department': 'Philosophy department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PHIL375',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Tom Balaban',\n",
       "  'Department': 'Architecture department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARCH202',\n",
       "  'Comment': 'Awesome teacher! Does his best to make you interested in the subject, although sometimes unclear about his thoughts.'},\n",
       " {'Professor_Name': 'Tom Balaban',\n",
       "  'Department': 'Architecture department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARCH201',\n",
       "  'Comment': \"brilliant guy, ideal prof. he's SO dedicated.\"},\n",
       " {'Professor_Name': 'Tom Balaban',\n",
       "  'Department': 'Architecture department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ARCH406',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ARTH226',\n",
       "  'Comment': 'Great professor, inspiring, gives great lectures very charismatic prof, well-spoken Fair grader'},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH305',\n",
       "  'Comment': 'Vert interesting class; but tough,very good professor'},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH226',\n",
       "  'Comment': 'great class, great prof'},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ARTH226',\n",
       "  'Comment': \"Intro to 18th C. Art and Architecure - totally not my thing, but it was still a good class. He's a hard marker, but he gets really into his lectures and tries to involve the class. Worked really hard for this class, but I enjoyed it.\"},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ARTH305',\n",
       "  'Comment': \"Kind of a dreamboat (good looks and british accent). Thoughtful marker; like most profs, if you see him during his (ever popular) office hours, you'll be better off. Extremely knowledgeable and really wants to teach, and knows that he doesn't know everything. Recommended - he made theory fun!\"},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH305',\n",
       "  'Comment': \"he talks like he's reading out of a dictionary, and quickly. i had to teach most of the theories to myself because all i did in class was sweat trying to keep up with what he was saying. he's lucky he's good-looking...that said, he's not a bad marker for papers (did mine the night before/day of and he somehow found them to be of quality)\"},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH354',\n",
       "  'Comment': \"Sometimes I wondered if his class was about art or about 18th century British and French history. Fairly easy marker. Very helpful outside of class. Also, incredibly hot...you'll want to attend every class even if you don't have to after the midterm.\"},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH305',\n",
       "  'Comment': 'Really great professor and is super helpful :)'},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH305',\n",
       "  'Comment': 'Great prof marking is fairly easy makes things intresting.'},\n",
       " {'Professor_Name': 'Richard Taws',\n",
       "  'Department': 'Art History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ARTH354',\n",
       "  'Comment': \"18th century European Art. Professor Taws is an overall excellent professor. Always available to meet with students, help with questions, suggests excellent secondary reading. Super organisation, wants and appreciates class participation. Show him you've put some thought into what you wrote and you'll be rewarded. Any course of his is recomended.\"},\n",
       " {'Professor_Name': 'Wissam Musallam',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ECSE493',\n",
       "  'Comment': 'This lab was great and I had a blast! Take Prof. Musallam, he is a good guy and will help you graduate~'},\n",
       " {'Professor_Name': 'Wissam Musallam',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ECSE493',\n",
       "  'Comment': 'I really enjoyed Control Lab. Unlike other labs which often take so much time that you cannot focus on your other classes, this lab had an appropriate workload and Prof. Musallam taught all of the material necessary to complete the lab. Very straightforward and very glad I took this course!'},\n",
       " {'Professor_Name': 'Wissam Musallam',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECSE306',\n",
       "  'Comment': \"The least organized prof I've had. There have been numerous classes that didn't start until 20 mins in due to problems that could be avoided with some foresight the night before. Has cancelled the more classes than anyone else. He can only explain things in one way.\"},\n",
       " {'Professor_Name': 'Wissam Musallam',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECSE306',\n",
       "  'Comment': 'He cares for his students. Midterms & Final exam are similar to howework assignments. Do your assignments - it helps!'},\n",
       " {'Professor_Name': 'Karen Slouch',\n",
       "  'Department': 'Judaic Studies department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'JWST220',\n",
       "  'Comment': \"Karen makes learning Hebrew easy and really fun. She's really cute and really passionate about helping everyone grasp the language. You eat a lot in class, too!\"},\n",
       " {'Professor_Name': 'Karen Slouch',\n",
       "  'Department': 'Judaic Studies department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'RELG101',\n",
       "  'Comment': 'Karen made this class so enjoyable. She was a great teacher and very personable! I definitely recommend taking this class but ONLY with Karen :)'},\n",
       " {'Professor_Name': 'Karen Slouch',\n",
       "  'Department': 'Judaic Studies department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'JWST220',\n",
       "  'Comment': 'very good hebrew teacher'},\n",
       " {'Professor_Name': 'Calvin Normore',\n",
       "  'Department': 'Philosophy department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHIL357',\n",
       "  'Comment': 'Absolutely wonderful'},\n",
       " {'Professor_Name': 'Calvin Normore',\n",
       "  'Department': 'Philosophy department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHIL356',\n",
       "  'Comment': 'A very interesting person. HOWEVER, very disorganized. Takes too long to correct (i.e. upwards of 6 weeks, or never). Marks very well (high class average) and is willing to help a lot. But he is not always available, and rarely responds to emails (upwards of 4 weeks to get a response, or never). Great material. He is THE expert on this.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Definitely one of the best professor ever. Really caring and makes the class interesting. However, you need to work for those grades, it's not free. If you work hard, than it's a guaranteed A\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'By far one of my favourite professors at McGill. Lectures are incredibly engaging and I felt like I learned something new every time. Impressive educational background and overall just inspiring as a person. A definite female role model for me. Put in the effort and the grades and easy enough, its just memorizing concepts.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Ruthanne Huising has a great teaching style which includes interacting with students in class activities. Although she is a tough and bureaucratic grader. Her exams are based on memorization. She gives many tests throughout the year, even a week before finals. She has very limited office hours that occasionally get cancelled.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'highly recommend, fascinating content with an even better professor'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Honestly the best professor I've had at McGill so far. You can tell that she cares about her students and she cares about what she's teaching. A tough grader, but definitely fair. Very approachable and kind too.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Outstanding Professor. Lectures are interesting and she gives a lot of in-class activities so that students can get a better understanding of the subject matter. However, she does give a ton of reading and you need to be proactive to achieve a good grade. Tough on assignments but fair to slightly lenient on tests.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Best teacher ever! Amazing lectures, made class so interesting and engaging. Tough grader and a ton of reading but worth it. If you can take her, do it.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"She's one of the best professor I've ever had! Avoid if you want a good grade though! It's also a very heavy course with her.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Lectures are crystal clear and very engaging. Definitely cares about her students and there for you in office hours. However, she grades papers and her midterm-quizzes incredibly tough to vague standards.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Best professor I've ever had. Ever. Ruthanne made an 8:30 AM class extremely bearable, and I cannot say that for many professors. Extremely engaging, very thought-provoking. Read the text, though. You WILL do poorly if you don't read.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Really cares for her students, the subject and teaching. One of the best profs I've met.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Best class I've taken with Desautels. Getting a good grade is possible if you follow the readings attentively, listen in class, and cultivate an interest in the subject. The readings are intriguing, the lectures are interactive, and the subject matter is extraordinarily applicable to everyday life. I consider her one of McGill's best.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Huising is a hard marker and she takes attendance every class. Don't expect to get a good grade with just your common sense because she looks for very specific buzzwords in her quizzes and exams. Lectures are boring but may interest you if you are interested in the topic. Stay away if you want a good grade but take her if you want to be inspired.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Greatest woman in the world.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'the best prof i have ever had in my life and probably will ever have. no one that i have ever met has enjoyed this class unless she taught it, and she has inspired countless people to pursue jobs and majors and minors in the field. she is brilliant and helpful and inspiring and all around amazing.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'She is a hard marker. Ask too much for an OB class. Workload is alot compared to other sections (ask you to write 5-7 pages for a 5% assignment, while other teachers only require 2-3 paragraphs). But she is a nice and helpful lady'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Very inspiring professor who gives you tools to finding perspectives to OB. The course isn't exactly fun but as it is a core class, taking Huising adds value. Exams are graded pretty strictly so don't go thinking using common sense is enough, missing an important word of a concept would pretty much remove all your marks..\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"Helpful and clear professor, but the material isn't exactly challenging. She doesn't have much to explain other than present the models and their implications, which are all fairly intuitive. Unless you are truly invested in Organizational Behaviour, you'll end up finding the course and the professor pretty boring. Readings are more helpful than RH\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"She is simply the best prof I've ever had. She is fair and cares about her students. She finds ways of engaging a class of 150 in a subject that people are not excited about when they come to the first class. It's because of her that I decided to major in OB.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'She is so approachable and will make sure that you understand where your grades are coming from. Wants you to participate in class and keeps the lectures relevant with clips and examples. Slides do not have info on them so going to class is a must or reading the readings. Overall does a really good job of teaching'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Great lecturer. Knows her stuff and really wants you to learn. Actively participate in your interactive classes and learn all the material well before the exams if you want to do well.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'How can anybody not like this woman?'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'OBCORE',\n",
       "  'Comment': 'Probably one of the best lecturers at McGill. Extremely approachable and is simply one of the best.'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ORGBORGB',\n",
       "  'Comment': \"She's an amazing professor, I loved going to her classes, very approachable and friendly. She teaches a lot, and values your opinions.Attendance mandatory.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'She is simply the best, the best prof so far.....I actually learned sth for a change!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ORBG001',\n",
       "  'Comment': 'SHES Amazing, Best teacher at McGill, 2 class with her. LOVE HER!!!! ;-) Take her!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'OB123',\n",
       "  'Comment': 'SIMPLY THE BEST!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': \"One of the best profs at McGill! She's super approachable and explains everything clearly. Absolutely amazing!\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ORGB333',\n",
       "  'Comment': \"I took her for two OB classes. She is AMAZING. The most helpful, interesting and insightful prof i've had at mcgill.\"},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR001',\n",
       "  'Comment': 'Very good prof! best i had so far!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Great!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'Best ever prof!!! Take her class if you ever have the chance to! She is one of the best profs you will ever get!!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ORGB222',\n",
       "  'Comment': 'Awesome! Take her class!'},\n",
       " {'Professor_Name': 'Ruthanne Huising',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR222',\n",
       "  'Comment': 'She is the best. So clear, so involved and so engaging.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SOSC7',\n",
       "  'Comment': 'Incredible intellectual. Taught me roots of rebellion and helped me re discover my love for history. He has passion for what he teaches, and loves what he does.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': '370',\n",
       "  'Comment': 'Good teacher. Cares about his students. He is pretty tough when it comes to grading essays, but I like the challenge. He is also hilarious when he has to talk about yonic symbolism and gets nervous. I would definitely take another one of his classes.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ENGL378',\n",
       "  'Comment': \"We studied basically every pre-1950 Canadian poet - Layton, Smith, Purdy - and though I went in thinking they'd be super boring, I came out loving Canadian literature. Great class.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': '378',\n",
       "  'Comment': 'However hard I found the grading (harder than any other grading Ive gotten for sure) I still felt guided. The feedback was a bit harsher than Id like but that other reviewer is right .... so much was offered to our class. I learned so much by reading essay intro samples.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': '378',\n",
       "  'Comment': 'such a coincidence that the course \\'got worse\\' after the students below got bad marks! his marking is hard and i was upset about my first mark. but jeff did provide me with examples of \"A\" essays and helped me a ton with my introduction ... there was a lot of help in this course if you asked for help'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': '378',\n",
       "  'Comment': 'I am genuinely disappointed in this class. The prof seemed so likable and interesting, and midway through the term, his demeanor changed, his lectures dragged on, and I found no reason to continue attending them. I received horrible marks on assignments that I felt confident about, and it has added so much needless stress to my semester.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': '378',\n",
       "  'Comment': 'lectures felt long, paper assignments were vague. wrote a decent paper and got a really bad grade on it. feel like the prof is too demanding and needs to lighten up. cool guy though, and willing to help out.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': '378',\n",
       "  'Comment': 'lectures were good, marking was tough.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': '260',\n",
       "  'Comment': 'reading the other comments, people seem really entitled. I guess if you dont want to work and feel like you dont have anything to learn, you wont like this prof. But me and several friends in the class felt like his extensive paper comments made us better writers and readers. You wont get an easy A, but youll learn something.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': '370',\n",
       "  'Comment': 'I learned a lot. I really appreciated this class.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': '311',\n",
       "  'Comment': \"Professor Weingarten makes you work for your grade, but you'd be hard pressed to find a prof anywhere who takes teaching as seriously as he does. He returned my essays with an incredible amount of feedback about syntax and content, and even helped me with my writing when the class had ended. Take his class- it will change your life.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL378',\n",
       "  'Comment': \"I won't take another course with Weingarten. It seemed as though he had a lot on his mind, and his lectures were unfocused and boring. His power points left something to be desired. His exams focus on useless details instead of main concepts and it's clear he isn't worried about his students in the slightest.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL378',\n",
       "  'Comment': \"Jeff is a young, hip new professor at Concordia. He seems to be easy-going and easily-approachable. The reading load for the course is maybe the lightest I've had in my entire undergrad, however, they tend to be monotonous-- he could choose better readings. He also seems to like what he's teaching Can Lit, but his lectures are dry and drag on.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL228',\n",
       "  'Comment': 'Jeff Weingarten seemed like a nice guy who is genuinely passionate about the material he teaches. Unfortunately, he is not very good at teaching it and classes tended to feel long and boring. As well, quite frustratingly, he chooses the tiniest details from the lectures to ask about in exams.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': 'he\\'ll break you and make you. definitely worth the \"slight\" difficulty if you want a teacher who cares and who\\'ll definitely improve your writing'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': \"Professor Weingarten, or J.A.W as we refer to him, is an amazing instructor. Not only will he help you improve your writing, he will also inspire you to learn more. Do not expect any easy grades, for he is somewhat of a tough marker. Having said that, his teaching skills are impeccable, and he genuinely cares about his students' success.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': 'Good professor. That is all.'},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': \"GREAT prof. He's not easy on grades, as he demands the best from his students. However, the feedback from his class is incredible, so you truly progress in your writing. Very attentive and always willing to help, he's one of the best profs I know and makes poetry an engaging subject. Do yourself a favour and take his class! It's worth it.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': \"Great prof. He really helped me improve my writing. Poetry is so much more interesting to me now. I'd take his class again, for sure.\"},\n",
       " {'Professor_Name': 'Jeff Weingarten',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': \"Great professor! He really helped me with writing. I'd take his class again.\"},\n",
       " {'Professor_Name': 'Karis Leiia Shearer',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ENGL470',\n",
       "  'Comment': 'Dr. Shearer is a passionate professor. She came to class well prepared and was always on time. The material was not of interest to me at first but became so as a result of this class. I would highly recommend!'},\n",
       " {'Professor_Name': 'Karis Leiia Shearer',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL199',\n",
       "  'Comment': 'A keeper! Karis is lucid and extremely helpful.'},\n",
       " {'Professor_Name': 'Karis Leiia Shearer',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CANLIT',\n",
       "  'Comment': 'Dr. Shearer is a gem. She is very smart and VERY helpful.'},\n",
       " {'Professor_Name': 'Hendrik Van Gijseghem',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': \"Very chill guy. First half of the semester was pretty boring but it got progressively interesting. I probably put the least amount of effort into this course and I got my best mark in it. He gives a study guide pre-midterm and final-follow it and you'll do well. I loved the course, but many people hated it. It's all about what you're interested in!\"},\n",
       " {'Professor_Name': 'Hendrik Van Gijseghem',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': \"Very nice & helpful, attendance not necessary but it helps when going over powerpoints b4 exam. Have a study group and you'll be fine. Not a strict marker & tries to make class interesting. Take home exam seems hard at first but it just takes long to complete. If you're not interested in archaeology, you will find this class rly boring\"},\n",
       " {'Professor_Name': 'Hendrik Van Gijseghem',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': \"Good prof, gives study guides before exams which specify exactly what you need to know. Didn't really have to follow the textbook to follow his classes. Funny guy\"},\n",
       " {'Professor_Name': 'Hendrik Van Gijseghem',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': \"The class is pretty easy, and he's a cool guy. You gotta give him props for talking about old rocks, but it's hard to keep an interest. Though his lectures are a little scrambled, he gives a clear outline of exactly what will be tested before exams.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST1780',\n",
       "  'Comment': 'I just took a course with Professor Jundt at Brown. He is an outstanding professor. His lectures were always interesting and the class discussions on the weekly readings were phenomenal. The weekly reading load was heavy, but always intriguing. He made the class enjoyable and was a fair grader. I highly recommend him to anyone.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': 'AWESOME prof. By far my favourite thus far. Really straight forward class, fair exam, and interesting readings. would highly recommend.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': 'Great guy! Learned a lot in his classes. Wish McGill had hung on to him :('},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST377',\n",
       "  'Comment': 'Terrific professor! He is the nicest and most caring guy. I didn\\'t even like his narrative approach but he is so enthusiastic and smart I enjoyed the class. Exams are fair and he gives you a lot of flexibility with the papers - he say to \"follow your passion.\" Take him if you can!'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': 'Best history prof at McGill. so interesting.. even though he reads of his paper (as mentioned below) it is still incredibly riveting information that you can tell he spent time putting together!! He will change your entire education experience!'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': 'VERY boring lectures (he reads from his notes the whole time). but very easy tests that are based totally on lectures and readings from the coursepack'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': \"There is always that one prof you'll never forget and this is Jundt. You won't regret taking him. He's fair and considerate. One of the best history teachers at McGill, great sense of humour! Study for the exams, work hard on the research paper and you'll do fine. McGill hold on to him!\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': \"The way some prof's teach a class is always going to be more to same taste's than others (re: more cultural narratives, less economic history, as was mentioned below) But the fact of the matter is, if you need extra help or guidance, Jundt is never, ever, going to let you down.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': 'You can argue back and forth all you want about how well he teaches cultural narratives or how his understanding of economic history is (as was mentioned below) The way in which a professor teaches a course will always be more to some tastes than others. But the fact of the matter is, if you need help or guidance, he is never going to let you down.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': 'Jundt is the best. Great lecturer, but more important he actually cares about students, and will force you to think in an entirely new way. If you want to find out what university should be about, take a class with Jundt'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST377',\n",
       "  'Comment': 'He IS very passionate, but his lectures are disorganized and he is always late for class.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': \"the best prof i have ever had. ever. do yourself a favor and take one of his classes. the combination of brutal honesty, well-researched cynicism, and a dry sense of humor makes every one of the classes i've taken with him amazing. not the easiest, but definitely the most rewarding.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': \"Very good professor, although with a very obvious bias towards a certain narrative of history. (I happen to agree with his perspective, but as one of the previous commenters correctly noted, he doesn't have much of a grasp on economic history.) I would definitely recommend his class though! I learned so, so much.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': 'I`m surprised to see such overwhelming support for Jundt, perhaps a partial indictment of the quality of modern students, or maybe just because he`s rather easy. He`s incredibly disorganized and always shows up late. His grasp on economic history is rather weak. He is, as people suggest, passionate about the material, but in all not a great prof.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST311',\n",
       "  'Comment': 'Jundt is wonderful, he is the reason I am a history major. he teaches american history in a way that makes it a study of the culture and the nation not just the events, and he does a remarkable job bringing together both the disparate views people held on events as the occurred, and the disparate views the discipline has had on those events since.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': 'the person below is rediculous, Professor Jundt, after having taught me thrice, has time and time again proven himself to not only be more than capable of explaining any minute event in great detail, but also in providing intelligent and eye-opening analyses on the subject matter presented. He also grades with extreme care to ensure fair treatment'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': 'Lectures/reads from his own notes VERY quickly and with a lot of statistics. Classes feel more like a dictation than understanding historical events. He is, however, extremely passionate and knowledgeable about all the topics he covers, so if you want to learn from a incomprensible but well read prof, go for this class! (Course material is cool.)'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST311',\n",
       "  'Comment': \"Excellent professor! You'd be hard pressed to find a more dedicated, tolerant, or amusing teacher. Do everything in your power to get into his conferences; the TAs are robbing you of the full Jundt experience.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST311',\n",
       "  'Comment': \"I've taken two classes of his, and both have been extremely rewarding. His lectures are interesting and well presented, his assignments are valuable (as opposed to being mere vehicles for marks), and his grading is fair. He is friendly and personable, I can't recommend him highly enough.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': 'Incredible professor. I truly have never been taught by someone as dedicated and passionate as this man. Always willing to help. Actually listens to the opinions of students, and responds seriously.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'HIST351',\n",
       "  'Comment': 'keep on rockin in the free world.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': \"Erm, I can't say I agree with much of what's been said here. He was incredibly disorganized and frankly, I found him somewhat arrogant. He taught my 300 level history class at a high school level. I hardly learned anything I hadn't already absorbed through common knowledge and previous history classes. Boring. Take a 200-level with him, maybe.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': 'Such a great prof - knowledgeable, passionate, and approachable. No tricks at all, straightforward assignments. Entertaining lecturer but sometimes kind of disorganized. Overall highly recommended!'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': 'Entertaining!'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': 'interesting approach to teaching history...easy and interesting like no other history teacher i have had before! knows is topic very good class'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'AMERHIST',\n",
       "  'Comment': \"Oh professor jundt how i wish you had a full-time position at mcgill. his class was so fun, entertaining and easy to understand. readings were mostly interesting and he's super charming and funny. loved him. needs to stay in montreal.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': 'Fun class, nice, sympathetic teacher. Be sure to attend classes, worth the time. Mini-essay assignments, take home final exam and a research paper.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': 'Such a sweet man! Classes were quite enjoyable, you can tell he takes a real interest in what he teaches. I would take hima again for sure. He lectures quickly though, so my notes were at times hard to follow. But his anecdotes helps you remember. The music put him over the edge, great choices! I would definitely recommend him.'},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': \"Meh. He was alright at times, but I think very disorganised on a whole. Showed up late almost every class. On a whole, I felt most lectures were a waste of my time. Having said that, it's not a very difficult class.\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST392',\n",
       "  'Comment': \"Great prof. Really makes the lectures interesting (including pictures and music). It is key to come to class though because he doesn't post anything online. Overall a great addition to McGill's History department!\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': \"Jundt is great! He's really funny and passionate about the material, but you have to go to class because he doesn't post anything online. Sometimes lectures too quickly, but overall a great prof and a great class!\"},\n",
       " {'Professor_Name': 'Thomas Jundt',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST221',\n",
       "  'Comment': \"If you miss a lecture, you're done! No powerpoints, no lecture recordings, so you absolutely have to show up to class and take notes. A lot of readings, helpful prof, interesting, and questions for the exams are given out in advance so you can prepare... Good prof\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"I thought Rabbani was great. A really decent human being who clearly has a passion for the topic of development. She encouraged class discussion and promoted relevant out-of-class events. The assignments were quite interesting and required a decent amount of research. The final exam was fair. I'd take a class with her again for sure.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': 'While taking the class I complained about it, but looking back she actually did a very good job at teaching the material. Her lectures were a good mix of presentations, and other media. She encouraged class discussion and presented practice problems in class. Overall I would take her again if I had a choice.'},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': 'As you can tell from the previous comments, Mehnaz\\'s course was very scattered. Overall the growth models were taught very poor, with the lecturer not really knowing what was going on. Its obvious the rest of the course is simply taken from the textbook and \"expanded\" upon. Overall I\\'d stay clear of this course until it changes hands.'},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"An interesting course with relevant, useful material is wasted by the professor's unclear presentation. The lectures are not fun but necessary for a good grade on assignments. The assignments were quite interesting, but the marking was strange. The final was very decent but the strength of the course should be enough reason to take this course.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"A good course, with interesting material, was wasted by unclear presentation. Professor's lectures are not enjoyable, but recommended for a good grade. Assignments are interesting, but the marking is strange. The final was fair and the strength of the course material is enough reason to take it. Just keep up with the readings.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"a good prof, the material isn't very hard and she knows a lot about the material. sometimes sarcastic but she doesn't seem to be malicious.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"The class is really interesting and she has a lot of relevant experience but she has trouble with the growth models. Take the time to understand the growth models at the beginning of the course, then the rest of the material isn't that hard.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"Ok - yes, she's not a good lecturer BUT it's easy. you don't have to fully mathematically understand all the models (as long as you understand how to apply them), she posts all lectures online, it's a minimal work self-study class, don't have to read the txtbook, 50% final and 50% individual & group assignments\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"Really shouldn't be teaching this class- she has cool experience and is really legit but a terrible prof. She seems to think this is our only class and assigns lots of readings and videos on top of textbook readings, and expects that everyone will have time for it. Don't take this class with her\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': 'One of the worst lecturers I have ever seen. She is unclear, very disorganized and barely touches upon what is \"important\" for the class. Don\\'t take this class, don\\'t take it with her, avoid it completely.'},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': '- Has the IQ of a plant - Treats her class like children - Uses a wildly expensive, useless textbook - Did I mention she was stupid ?'},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': 'Completely awful. Take another course.'},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"The class is easy. But. she is an awful prof. She explains the more complicated economic models very poorly and only touches on them, whereas she spends ample time on redundant facts about Africa and Bangladesh. I know for a fact that 99% of that class feels the same way about her. But..I'd totally hit that ;)\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"Undoubtedly a bit condescending, but her sarcasm can be refreshing. Doesn't know the material theoretically as much as it seems she derives it from her own work with BRAC in Bangladesh, which is impressive. Receptive and in office hours, but lectures were kinda boring and she was fairly unpracticed at providing compr. answers to questions in class.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"She speaks at lecture like a substitute teacher would in front of high schoolers. Clueless, rude, an embarrassment to every economics prof that ever walked the earth. I hope she gets her sorry ass fired so none of you guys have to see it first hand. Having said that, the class is only a little difficult. Study the $250 textbook, and you'll get a B.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"I bet she wrote the rating below mine herself.. absolutely awful with no regard for her students whatsoever. Extremely condescending in a very passive aggressive way and she'll often mumble something really inappropriate under her breath\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"I disagree with the bottom two, there is only so much one could cover in a summer course, and i believe she did a good job in doing this. This course is not difficult, as long as you do the readings and attend class. In all, she's a fair marker and knows the material well.\"},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': 'One of the worst professors at Mcgill University. I am still not sure why she was chosen to teach. She lacked mathematical knowledge necessary to explain the development theories. Tried to make the class as boring as she could. The best advise i can give is DONT chose a course the is teaching!!!!!!'},\n",
       " {'Professor_Name': 'Mehnaz Rabbani',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ECON313',\n",
       "  'Comment': \"Horrible and doesn't know anything. Very opinionated and unfair.\"},\n",
       " {'Professor_Name': 'Ralf Schirrmacher',\n",
       "  'Department': 'Chemistry department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CHEM213',\n",
       "  'Comment': \"He's pretty good at answering most questions both in class and after/before class. Helpful with problems with posted material (slides, lecture recordings). He has a hard time understanding why you don't understand the material right away and never gives more explanation to clear up common mistakes people make.\"},\n",
       " {'Professor_Name': 'Ralf Schirrmacher',\n",
       "  'Department': 'Chemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CHEM212',\n",
       "  'Comment': 'Really knew his stuff, had very interesting first-hand stories relating to topics we studied.'},\n",
       " {'Professor_Name': 'Ralf Schirrmacher',\n",
       "  'Department': 'Chemistry department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CHEM212',\n",
       "  'Comment': 'Explains things really well, and very fair exams. A bit of accent, but totally understandable. No need for textbook at all; Fenster + Schirrmacher combo with class notes and posted assignments will do.'},\n",
       " {'Professor_Name': 'Ralf Schirrmacher',\n",
       "  'Department': 'Chemistry department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'CHEM212',\n",
       "  'Comment': \"Excellent knowledge of course material; very accessible and open to questions. The course material is fairly basic so there's not too much opportunity for innovation in teaching it.\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'After BIOC212, I was extremely scared for 311. However, Julie St-Pierre made BIOC lectures easy to understand and enjoyable. I enjoyed learning about metabolism for the first time ever. She makes everything very clear and her questions are fair. She even gave 5% extra credit on the final for reviewing guest lecturers :)'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'Very comprehensive lecture slides (so you can actually learn in the class rather than just trying to write everything down), really clear explanations of recurring themes and concepts, straightforward exam if you study well.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'Best of the 5 professors teaching 311. Clear, concise, to the point. Knows which parts are hard to grasp by students and emphasizes on those.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'It was the 3rd class I had about metabolism and I was worried as I always have a hard remembering all that stuff, but it was in the end the class in which I did best due to her! Really complete slides, clear explanations; if you can have that teacher for a metabolism class, do it.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': '311',\n",
       "  'Comment': \"To me, J. St-Pierre though the most difficult subject to teach in the filed of biochemistry (METABOLISM) in the best way possible. It was very clear and she managed to make me interested in those super-complicated metabolisms pathway. I don't know how she did it she is a great teacher.\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"One of the best profs I've had. She's always willing to take answers during the lecture and go over the material again if the students need that. Exam questions are really fair. Slides are clear and she explains things in a clear and concise manner. Definitely recommend her.\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"Slides are very clear, lectures are clear too but sometimes a bit difficult to follow since the material can be a bit dense, but if you take the time to go through it by yourself and you study properly, you're guaranteed an A. Super fair exam questions, and she always does her best to answer questions in class.\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"Easy midterm, amazing slides, super clear , she's awesome\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"The best professor to teach BIOC 311! She explains everything clearly, and keeps you interested in the topics. Can't help it if there's a ton to learn, it's biochemistry son!\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'Pros: Friendly, approachable Professor. Teaches in a clear manner, lectures are recorded, and she explains concepts sufficiently. Cons: large amount of material, short answer questions on exams range from fair to requiring detailed memorization of pathways.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'She covers A LOT of material each lecture and expects you to know almost everything extremely well for the exams. Her short answer questions require comprehensive knowledge of the metabolic pathways, their regulation, and the novel facts she presents in class (eg. glycogen storage diseases, poisons, etc). Her actual teaching skills are fairly good.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'exams were not representative of materials taught'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'not clear on whats important & whats not. needed to read the book for everything because she explains things poorly.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'I honestly think she and Kiss are the best teachers of this class. She is clear about everything. Exams are fair, in my opinion, if you study.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'liked her until I got my midterm back'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': 'I agree she tells you everything you need to know but you have to know everything she tells you. She just has really high expectations of how much detail you have to know. Nice but tough.'},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"She's clear but very picky when she marks her exams. Looks for specific wording.\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"I don't know what the first few people were talking about either... St.Pierre's slides were crystal clear and her exam was fair... however you OUGHT to know everything, even if she tells you not to (structures, pathways, enzymes, etc. it helps)\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"DOn't know what the first few reviewers were thinking... her exam was clearly straight forward and told us EVERYTHING we needed to know.\"},\n",
       " {'Professor_Name': 'Julie St-Pierre',\n",
       "  'Department': 'Biochemistry department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BIOC311',\n",
       "  'Comment': \"She's super nice and tells you everything you need to know for her exam. Her midterm was extremely straight-forward. You study. you pass. guaranteed.\"},\n",
       " {'Professor_Name': 'Vahid Partovi Nia',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ECSE205',\n",
       "  'Comment': 'Easy exams!!!! Easy easy easy. As long as you study all the material and do the questions on the textbook easy 100.'},\n",
       " {'Professor_Name': 'Vahid Partovi Nia',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECSE205',\n",
       "  'Comment': 'He was very passionate about the content (stats), but he struggled to transform this passion into effective teaching. Lectures often devolved into the professor sharing personal anecdotes or discussing content unrelated to the course. Most of my learning in this course was from the textbook. He is a very kind, personable, and understanding person.'},\n",
       " {'Professor_Name': 'Vahid Partovi Nia',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': '202A',\n",
       "  'Comment': 'vahid is the best!!!'},\n",
       " {'Professor_Name': 'Vahid Partovi Nia',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH323',\n",
       "  'Comment': \"Prof Partovi Nia tries to teach his students well, and his tests/assignments are mostly out of the book. That being said, the pace of the course is quite difficult, as a majority of the course (~3 chapters) was taught in the last month. Keep up with everything and you'll be fine.\"},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': \"Adam is the BEST Prof! (or lecturer which the Math Department lists him as) Far more competent than any other Math Professors at McGill I've encountered so far. He's very clear and goes over the foundations of the material well. Also very funny oh and I would recommend going to Office Hours to survive this challenging course.\"},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': \"Class starts off easy but quickly spins out of control. He's young and knows exactly why you're there...because your faculty made you, and he's not blind to this fact. He's very approachable and funny. A couple days before the exam, he booked a room and did a 3 hour review session. He really does care.\"},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': 'very nice prof, extremely friendly and patient. a young, energetic person.'},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': \"Great prof. He's fun, clear and understanding. If you take this course make sure that you are with this guy.\"},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': 'Excellent teacher, makes things very clear, makes himself accesible via office hours and email, and is very friendly. Great lecturer, makes class enjoyable.'},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MATH31',\n",
       "  'Comment': 'Amazing Prof'},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': 'amazing!'},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': \"he's very helpful, he puts a lot of effort into helping his students out unlike most professors.\"},\n",
       " {'Professor_Name': 'Adam Clay',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH133',\n",
       "  'Comment': 'Very nice, helpful, and great teacher!'},\n",
       " {'Professor_Name': 'Susi Kaitna',\n",
       "  'Department': 'Biology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'BIOL303',\n",
       "  'Comment': 'The BEST. Her slides are super clear and well organized. She explains the material super well. I saw her explaining to a student the class material from A to Z at the midterm viewing, like WOW no professor does that! I love her she is funny and keeps the class interesting. You have to study hard but her questions are not meant to trick you'},\n",
       " {'Professor_Name': 'Susi Kaitna',\n",
       "  'Department': 'Biology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BIOL112',\n",
       "  'Comment': \"This lady gave enough lectures in my BIOL 112 class that I figured she deserved her own spot! Very clear and obviously knows what she's talking about. Gets through the material quickly and efficiently (almost always ends early) and is easy to listen to.\"},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON208',\n",
       "  'Comment': 'Very good lecturer. Clear, good use of examples to illustrate, available to answer questions. Recommended.'},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON208',\n",
       "  'Comment': 'Really nice guy knows his stuff. Was clear at explaining the concepts. Overall a great course.'},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ECON209',\n",
       "  'Comment': 'The nicest professor I had this year. He did a remarkably good job at deviating from the typical reading-off-the-textbook style of many of the professors in the econ department, and managed to consistently provide real-world examples for much of the content we studied.'},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECON208',\n",
       "  'Comment': 'Absolutely amazing, microecon was never so clear. Very patient and helps you work through the details.'},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON209',\n",
       "  'Comment': \"One of the nicest guys you'll ever meet. Really helpful, relatively new to the job and still inexperienced but his lectures were interesting and his real life examples were very worthwhile. In a couple of years this guy should be tops in the econ department\"},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECON209',\n",
       "  'Comment': \"Really nice guy, just very new to teaching. Way too much content for such a small time frame. This semester he tried to cover 5 chapters more than the other Econ 209 classes, and as a result nothing I learned in class really 'stuck'. His final also has 70 multiple choice questions more than the other teacher, with the same time frame.\"},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ECON209',\n",
       "  'Comment': \"I think he's a good professor for basic economics class. I've took econ208 class with another professor and it was really pain in the ass to study the whole book by myself in preparation for the exam because she didn't help much. But professor Forte, his lectures were helpful and worthwhile to attend cuz he wasn't repeating the book but explaining\"},\n",
       " {'Professor_Name': 'Sebastien Forte',\n",
       "  'Department': 'Economics department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ECNA',\n",
       "  'Comment': 'too bad teacher'},\n",
       " {'Professor_Name': 'Michael Regier',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH203',\n",
       "  'Comment': 'Amazing prof. Is extremely clear and helpful. Uses tons of examples and makes the material come to life. Our final was much easier than I expected it to be and prof. Regier even gave us hints during the exam. A BEAST!'},\n",
       " {'Professor_Name': 'Michael Regier',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MATH203',\n",
       "  'Comment': \"Amazing prof, and a great teacher. Did anyone else think he seemed a bit too flamboyant to be married? Either way, I'd hit that.\"},\n",
       " {'Professor_Name': 'Michael Regier',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH203',\n",
       "  'Comment': 'Amazing Prof, really passionate about his field, humourous, and most of all ALWAYS willing to help you out.'},\n",
       " {'Professor_Name': 'Michael Regier',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH203',\n",
       "  'Comment': 'such an awesome teacher and is really endearing. Would take him again. He follows the textbook pretty close and has lots of examples'},\n",
       " {'Professor_Name': 'Michael Regier',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH203',\n",
       "  'Comment': 'such an awesome teacher and is really endearing. Would take him again. He follows the textbook pretty close and has lots of examples'},\n",
       " {'Professor_Name': 'Michael Regier',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH203',\n",
       "  'Comment': 'So cute!!!!!! <3333333333333'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'FUGEES',\n",
       "  'Comment': 'What a pleasure to attend this class! The material was explained fabulously in class, the discussions were challenging and interesting, and there was always a chuckle to be had. Nothing better than a prof who knows his area inside and out, is sensitive to the seriousness of the issues at play, and can still have a dry laugh in the face of it all.'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PUB2451',\n",
       "  'Comment': 'Fantastic teacher. One of those people you wish were your neighbour so you could learn from them everyday beyond university. Clear + passionate. One of my favourite classes!'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'IMMIG101',\n",
       "  'Comment': \"Very nice person. Very student-friendly. Summary is great for that class. Essay is theoretical but he gives a lot of time to prepare. Classes are a bit dull but he has a great sense of humour! Where is he situated on the political spectrum? REAL DEVIL'S ADVOCATE... but I still think he is an anarchist!\"},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'IAHR100',\n",
       "  'Comment': 'Accessible, willing to help, good sense of humor and left sided thought. Fair grader.'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'IMMLAW',\n",
       "  'Comment': 'Classes were alright, but final exam was a killer.'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'JURIS101',\n",
       "  'Comment': 'A slice of alright.'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'JDREV100',\n",
       "  'Comment': 'Frighteningly articulate.'},\n",
       " {'Professor_Name': 'Evan Fox-Decent',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'JUDICIALREVIEW',\n",
       "  'Comment': 'An excellent prof. Clear lectures, very organized. Nice person.'},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CMLPROPERTY',\n",
       "  'Comment': \"(Not for CMLproperty as indicated above). Not great. Prof. doesn't like being challenged. Tries to appear open to different perspectives but doesn't respond to different takes well. All over the place. Plays favourites big time. Don't take if you have choice.\"},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'LAWG220',\n",
       "  'Comment': \"Amazing Professor! She is very chill and approachable. BUT CAREFUL, her grading is super strict and she doesn't follow clear guidelines. Nonetheless, she is an awesome human and her classes are great! When she teaches her own area (i.e. IP and CML prop.), FIRE. Super engaging and interesting. Don't expect to learn anything in the civil law though.\"},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PRV144',\n",
       "  'Comment': \"Boring lecturer. Not very organized. Likes an alternative (ie feminist approach) - which is great if you want to major in those things, but boring if you're interested in actually learning common law property. Grading criteria for term essay were unclear despite her attempt to make it otherwise. There are far better professors at McGill.\"},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CMLPROP',\n",
       "  'Comment': \"Her understanding of the law is very good. Her understanding of pedagogy is GREAT. She's one of the most open, approachable, and helpful profs in the faculty, both in the classroom and out. Great use of group work, tech, and the interactive classroom, too.\"},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BUS502',\n",
       "  'Comment': 'Really open and upbeat professor. Definitely excited about what she teaches. She is well versed in her field and offers up to date examples in class. She is a very promising up-and-comer.'},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'IP1',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PRV144',\n",
       "  'Comment': 'Great, organized, and good discussions in class. Uses powerpoint but uses it as an aid, not a crutch. Approachable and has reasonable expectations.'},\n",
       " {'Professor_Name': 'Tina Piper',\n",
       "  'Department': 'Law department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CMLPROPERTY',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': 'He does not seem to know his information very well. When students ask him questions, he has a hard time trying to explain the concepts. The textbook is also not very clear, but if you end up memorizing the right information, you will do fine. Not a good class to take unless you are very passionate about music history.'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST101',\n",
       "  'Comment': 'Well done!'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': 'I really recommend this class. Attending was like a little vacation in my schedule, since the lectures were so interesting and fun. I think the best part was being allowed to write a paper on whatever you wanted, so you could learn about what truly interests you. Prof is funny, friendly, and straightforward too.'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': \"he's great!\"},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': 'Great prof. Extremely interesting and enlightening class. One of my favourite parts was that the final paper was not a specified topic or question, but very broad which meant you could hone in on whatever area you wanted to learn more about (or maybe that you are already knowledgeable about),making it much more enjoyable to write.'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUSC6757',\n",
       "  'Comment': 'best class ever.'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': 'Prof Ethen handled the large class size beautifully. He was always cracking jokes and making sure he had input from students throughout the entire class. He was aware when the content being taught was a bit more dry and did his best to ****e it up. Even though this course is typically known as a bird course, class attendance was always high.'},\n",
       " {'Professor_Name': 'Michael Ethen',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUTH185',\n",
       "  'Comment': 'very bright, clear, helpful, and also down to earth with a good sense of humour. Kind of awkward sometimes, tho.'},\n",
       " {'Professor_Name': 'Tonino Esposito',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SWRK643',\n",
       "  'Comment': 'Toni is awesome!'},\n",
       " {'Professor_Name': 'Tonino Esposito',\n",
       "  'Department': 'Social Work department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SWRK643',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Arthur Blumer',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'AAB1',\n",
       "  'Comment': 'greatest prof at mcgill there should be more like him a real pro'},\n",
       " {'Professor_Name': 'Arthur Blumer',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ACCTHIGH',\n",
       "  'Comment': \"Prof. Blumer is a great prof! Gives out his cell-phone number instead of office hours. Wants students to do well and is always willing to help/re-explain till it's clear. Is a very practical teacher and knows what he's talking about. Takes the material out of the textbook and applies it to real life. TAKE THIS PROF!!!\"},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGLISH2051',\n",
       "  'Comment': \"Joel is such a sweet guy. He is willing to help students. Will give extra help. Assignments can be a little tricky. He asks questions I wouldn't expect and really makes you think hard. Very fair marker. Overall great guy\"},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ENGL409',\n",
       "  'Comment': 'Dr. Deshaye is an excellent professor. He is very engaging and displays an obvious passion for English Literature. My writing greatly improved because of him, and I am motivated even more than before to do my best. This professor is very witty, and clever, and not at all intimidating.'},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': 'Not only did Joel help improve my writing, he also made me realize why I am a Literature student. Apart from being an excellent lecturer, he is very approachable and is always willing to help with assignments. All in all, he is an amazing professor.'},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': \"WONDERFUL PROF! First class, I was a bit hesitant. He has a tendency to be very politically correct and speak a bit...slowly. But give him a chance, and he'll totally win you over. And he honestly cares about helping you become a better writer. Put in the effort, do some work/studying yourself, and an okay grade is not beyond your grasp. Love JD!\"},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL409',\n",
       "  'Comment': \"I can't say enough great things about Dr. Deshaye. Not only is he funny and charming, but one of the most helpful and engaging professors I've ever had. Your writing will improve, as will your love for literature. Loved Margaret Atwood before, now I'm obsessed! Do yourself a favor and take anything he teaches!\"},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENG311',\n",
       "  'Comment': 'Excellent professor. My writing has improved immensely thanks to him. He is also very helpful. One of the few profs at McGill who actually know how to TEACH and not lecture.'},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL311',\n",
       "  'Comment': 'Dr. Deshaye truly reminded me of why I wanted to be an English major! Class is interesting and engaging. Deshaye has a unique way of connecting poems from 200 years ago with modern currents of thought and multi-media additions like Led Zeppelin and Feist. He provides well thought views about the value of art and WILL help improve your writing!'},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BUSA434',\n",
       "  'Comment': \"The class content was really boring at first because it was mostly just grammar and writing skills but it got more interesting. Readings weren't necessary, you could still usually participate in class discussions without having done them. Gives a lot of really good feedback on writing assignments and is willing to give you extra help if needed.\"},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL000',\n",
       "  'Comment': 'An amazing prof. Intelligent...great lectures (clear)--insightful thoughts on your comments...really cute'},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENGL120',\n",
       "  'Comment': \"Joel is intelligent and offers amazing insight into the works used in class. Very approachable for help; your writing will improve greatly if you take the time to seek him out with questions. He's cute and funny, too, which makes conference attendance even more fun!\"},\n",
       " {'Professor_Name': 'Joel Deshaye',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ENG120',\n",
       "  'Comment': 'No Comments'},\n",
       " {'Professor_Name': 'Derek Wang',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR472',\n",
       "  'Comment': 'Great teacher, very nice, very helpful. Just a genuinely good guy and professor.'},\n",
       " {'Professor_Name': 'Derek Wang',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR472',\n",
       "  'Comment': 'Super nice professor, very patient to students.'},\n",
       " {'Professor_Name': 'Derek Wang',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR472',\n",
       "  'Comment': 'He is one of the best prof ever at McGill.'},\n",
       " {'Professor_Name': 'Derek Wang',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR472',\n",
       "  'Comment': 'Prof. Wang is one of the best profs I have ever had at McGill! Super clear as to what he wants on assignments/exams and cares about his students dearly. Take him if possible!'},\n",
       " {'Professor_Name': 'Derek Wang',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR472',\n",
       "  'Comment': 'Derek is the nicest professor ever! His slides, examples, and explanations are clear and he lets you know exactly what to study for the exams. Also his subtle jokes are pretty funny'},\n",
       " {'Professor_Name': 'Natalie Waters',\n",
       "  'Department': 'Agriculture department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'AEHM205',\n",
       "  'Comment': 'Very clear and pleasant instructor.'},\n",
       " {'Professor_Name': 'Lidia Varbanova',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR423',\n",
       "  'Comment': \"Best professor I had at McGill. She is fun, engaging, inspiring, organized, and just so nice. I also loved the fact that she treats us like adults who are about to get in real world. One tip: read the cases before class, and participate in the case discussion. That's the way to go to get most out of this class, get a good grade, and have fun.\"},\n",
       " {'Professor_Name': 'Lidia Varbanova',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MGCR423',\n",
       "  'Comment': \"It's really rare to have a professor who teaches the material but who is also very involved in giving values and a lesson of life, and who listens to the students. Taking her class has really broadened my horizons!\"},\n",
       " {'Professor_Name': 'Lidia Varbanova',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR423',\n",
       "  'Comment': 'Very engaging professor, with lots of practical experience. She is knowledgeable and very open personality. Extremely helpful after class and always available on skype! You must prepare case studies at home and participate in class to get a good grade.'},\n",
       " {'Professor_Name': 'Lidia Varbanova',\n",
       "  'Department': 'Management department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MGCR423',\n",
       "  'Comment': 'Great teaching style! Inspires students to be more innovative and open-minded. Available all the time via email, skype, consulting hours...Take her!'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'RUSS400',\n",
       "  'Comment': 'A fantastic instructor. Strived to ensure students understood concepts, and would frequently engage the class in very interesting discussions. Homework was fair (although heavy at time), but very necessary and helpful in the long-term. Consistent and timely completion of homework made studying for tests much easier. Overall, very good course.'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'RSSS301B',\n",
       "  'Comment': 'This course helped me a lot and I feel much more confident in Russian now. Our teacher played a major role in achieving that. I hope many others will benefit from this course and her expertise. We had a lot of work, but it was worth it for the course especially because it is an advanced course.'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'RSSS415',\n",
       "  'Comment': 'Dr. Klimanova assigns so much homework, and the root quizzes/vocab tests killed everyone- even the native speakers/grad students. At the end of the semester, though, she takes into account your improvement and effort and is very generous with the final grade.'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'RSSS415',\n",
       "  'Comment': \"Dr. Klimanova is a really sweet person, but taking her class means you'd better get to work. This is an advanced course, but there were times where even the grad students felt overworked. You'll learn a lot with her, but you'll struggle just as much to learn. The assignments are killer, but do extra credit and rewrite the essays & you'll be fine!\"},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'RUSS316',\n",
       "  'Comment': 'This course was very interactive, which is very useful for language acquisition. There were many opportunity to get good grades i.e.: tests, many quizzes, presentations etc. I actually loved this course. I not only learned a great deal but had a lot of fun learning it. Dr. Klimanova is a very engaging and supportive teacher!'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'RUSS210',\n",
       "  'Comment': \"Take this class if you want an easy A. If you actually care about learning Russian, it won't be so useful to take it. You will see the most basic information helping you start with the Russian language, nothing more. No final exam.\"},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'RUSS210',\n",
       "  'Comment': 'Her teaching methods, approachability, and expertise are exactly what a student needs when learning Russian as a foreign language. She is fair, and wants her students to do well. She has high expectations, which we all work to meet.'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'RUSS210',\n",
       "  'Comment': \"Great teacher! Teaching a language is not easy! It's not simply a matter of knowing the language, and it's not simply a matter of knowing how to teach. This is truly a challenging field to be an educator and Dr. Klimanova excels at it. She also happens to be a lovely person, with a great personality, always making class fun and engaging.\"},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'INTERMRUSS',\n",
       "  'Comment': \"had her for both Elem. Russ and Interm. Russ, and will say - she is rather average. Those who like her are the ones who don't know what a good l-ge teacher can be. She kind of ingratiates herself to stdnts so that she's liked & they keep taking Russ, but she teaches little &barely explains, esp. in Intrm. So, if u want an easy grade, u'll like it.\"},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': '210',\n",
       "  'Comment': 'Prof. Klimanova is a fantastic teacher.'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'RUSS',\n",
       "  'Comment': 'Professor Klimanova is a beaut! Great teacher and person.'},\n",
       " {'Professor_Name': 'Liudmila Klimanova',\n",
       "  'Department': 'Russian department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'RUSS210',\n",
       "  'Comment': \"Great prof, hilarious. Really clear study guides, clear about what will be on tests (less so on quizzes but its still ok). LOTS of homework but she is understanding if its late from time to time. Don't skip class, honestly, you'll just screw yourself over. If you keep up with assignments and study a couple hours for each test you'll get an A.\"},\n",
       " {'Professor_Name': 'Jill Prescesky',\n",
       "  'Department': 'Continuing Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'CEEN412',\n",
       "  'Comment': 'She is awesome. She motivates her students to learn and uses many tools to let them understand and keep what they learnt for their life time.'},\n",
       " {'Professor_Name': 'Ryan Abrams',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ACCT352',\n",
       "  'Comment': \"He's smart and young. He can explain the topics and concepts at a level where everyone can understand. This is quite a difficult course but because it is fair, it's not that bad. If you put in the work, you should be rewarded. Practice is about the same caliber as the exams. He's nicer to Continuing Education Students. Strong recommendation.\"},\n",
       " {'Professor_Name': 'Ryan Abrams',\n",
       "  'Department': 'Accounting department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ACCT351',\n",
       "  'Comment': \"He's super smart and because he's so young, can explain the topics and concepts at a level where everyone can understand. This is quite a difficult course but because it is fair, it's not that bad. If you put in the work, you should be rewarded. Practice is about the same caliber as the exams. Case is graded severely. Strong recommendation.\"},\n",
       " {'Professor_Name': 'Marc Ducusin',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SDST250',\n",
       "  'Comment': 'Marc is an amazing prof, who makes sure that every one of his students is involved and included. He is always available to give pointers and help, the course content is just so fascinating, and the discussion is always lively. Definitely make a point to be in his conference section.'},\n",
       " {'Professor_Name': 'Marc Ducusin',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SDST250',\n",
       "  'Comment': \"This was the best class I've ever taken at McGill, and Marc is my new favorite prof. If you have any interest in the material, you need to take this class. However, a lot of people found him/the TAs to be hard markers. I think I only did well because I have a writing style similar to his and went to his office hours before each paper.\"},\n",
       " {'Professor_Name': 'Marc Ducusin',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SDST250',\n",
       "  'Comment': \"Marc was really accessible and helpful outside of class, and he made a point to learn the names of most everyone in his lectures, but his lectures themselves seemed incredibly saturated and didn't follow a chronological order. He is also a tough grader which is a disadvantage in such a subjective class when he doesn't agree with your essay points.\"},\n",
       " {'Professor_Name': 'Marc Ducusin',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SDST250',\n",
       "  'Comment': \"Professor Ducusin was absolutely amazing. His lectures were always fascinating and very thought-provoking. I learned so much in this class, and I will be thinking about the things I learned for the rest of my life. I highly recommend this class, the assignments aren't very difficult and there's no exams. Plus, the material is very interesting.\"},\n",
       " {'Professor_Name': 'Marc Ducusin',\n",
       "  'Department': 'English department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SDST250',\n",
       "  'Comment': 'Be very careful which TA you choose for this course. Marc is crystal clear but the TAs can be rough in the grading. Also make sure writing papers does not bother you as the course is only graded on papers. Average was B.'},\n",
       " {'Professor_Name': 'Payman Kassaei',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MATH235',\n",
       "  'Comment': \"Very nice lecturer, extremely helpful regarding any matter. Lectures can sometimes be a bit slow but he is easy on the eye so it's ok\"},\n",
       " {'Professor_Name': 'Payman Kassaei',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': '222',\n",
       "  'Comment': 'Great professor.'},\n",
       " {'Professor_Name': 'Payman Kassaei',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH235',\n",
       "  'Comment': 'Top end professor.'},\n",
       " {'Professor_Name': 'Payman Kassaei',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH235',\n",
       "  'Comment': 'Stylish scarf. Very friendly, and encourages questions in class. Can be somewhat disorganized during lectures, but provides all you need to know. Textbook is an online set of notes, which are far less clear and concise than he is. Writes a detailed study guide before final, which tells you what proofs to memorize, and has many sample questions.'},\n",
       " {'Professor_Name': 'Payman Kassaei',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH235',\n",
       "  'Comment': \"This man is amazing. He teaches in a very clear, casual manner. His enthusiasm for math and genuine concern for his students' understanding of the material creates a low stress classroom environment which is ideal for higher level math courses. Honestly I would go out of my way to rearrange my schedule if it meant I could sit in his lectures again.\"},\n",
       " {'Professor_Name': 'Tim Holland',\n",
       "  'Department': 'Geography department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'GEOG200',\n",
       "  'Comment': 'The class is okay. The graders are hard and have weird criteria. One of those 200 level classes where they try their hardest to give the least As possible, but a good grade is still relatively effortless. He speaks SOOOO slowly, just skip class and listen to his lectures at twice the speed to save yourself the suffering.'},\n",
       " {'Professor_Name': 'Tim Holland',\n",
       "  'Department': 'Geography department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'GEOG200',\n",
       "  'Comment': \"Pretty easy and interesting class. Holland is a really sweet prof who gives a lot into his lectures, although they are really optional because everything is on the slides. Readings don't need to be done. Midterm and finals are super fair.\"},\n",
       " {'Professor_Name': 'Tim Holland',\n",
       "  'Department': 'Geography department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'GEOG217',\n",
       "  'Comment': 'Clear and relatively easy class. Work required but overall enjoyable'},\n",
       " {'Professor_Name': 'Chris Solomon',\n",
       "  'Department': 'Environment department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'WILD401',\n",
       "  'Comment': \"You have to attend the lectures. They're full of information that is not on the slides, but they're also hilarious. Take any class with him, you'll enjoy it.\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SOC1000',\n",
       "  'Comment': \"Sean has been great this semester, his lectures are interesting and tests haven't been too hard. We had to write an 8-page term paper, but as long as you followed his instructions and attended class, you would most likely do well. Overall would take a class with him again.\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SOCI377',\n",
       "  'Comment': 'BIG FAN'},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': \"I was enthusiastic about this class but didn't learn much beyond what I already knew. I found that much of the material was presented in a superficial way. The prof was entertaining but he seemed to lack in-depth knowledge of some of the topics we discussed. Overall: take it if you want a 'fun' class, stay away if you want serious learning.\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': \"He's a fantastic lecturer who makes lots of jokes and knows how to keep the class paying attention. His tests were very fair. The term paper however had pretty heavy length/research requirements considering it was only worth 25% of a 300 level course. He's young and very easy on the eyes, I'd ask him out if we met under different circumstances haha\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': \"One of my favourite profs after 5 years at McGill. Took Deviance and Crime with him and loved both (although the content is very similar). Makes his content super relatable and clear and he marks very fairly. Attendance is important because it's part of the mark and what he says in class is probably the most valuable when studying for his exams.\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': 'Sean is very accessible, makes himself available for his students as much as possible and encourages us to come to ask questions. His lectures are clear and organized and move at an adequate pace. He assigns lots of readings but takes the time to go over them in class. Overall his class is very interesting and and is taught in a very lively manner.'},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': \"If you just want to take a random soci class, TAKE HIS CLASSES. Whether it's Crime or Deviance, you'll have a blast because he's literally the most entertaining prof I've ever had at McGill. He's obviously passionate about his research and he makes you care about it too while being absolutely hilarious while doing so.\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': \"Straight up the funniest prof I've ever had. So charismatic and fun, while still managing to get the information across clearly. 10/10\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'SOCI388',\n",
       "  'Comment': \"Awesome prof! Plus he's a total babe\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI 388',\n",
       "  'Comment': \"Awesome prof!!!! Took his deviance and crime class. He's super engaging and passionate about the material. he is also very knowledgeable and approachable. Exams are pretty easy. Attendance is a must if you wanna do well. Reading are good to do but you'll be fine if you don't!! Really recommend him\"},\n",
       " {'Professor_Name': 'Sean Waite',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI377',\n",
       "  'Comment': \"Took his Deviance Class over the summer. I've never been so eager to be up for an 8.30 class in my life: Most fun and engaging prof I've had at McGill. You'll do well if you attend all the lectures (doing the readings wasn't super necessary, but best if you want an A rather than a B). Exams were not hard, and attendance was taken.\"},\n",
       " {'Professor_Name': 'Nicole Rigillo',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH227',\n",
       "  'Comment': \"First class of its kind I took, and inspired me to pursue a minor in Social Studies of Medicine. She teaches fascinating concepts clearly and backs it up with some of the best readings I've ever done. Encourages participation, active engagement.\"},\n",
       " {'Professor_Name': 'Nicole Rigillo',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH227',\n",
       "  'Comment': \"I took two courses with her (Anth 227) and the next level, New Horizons in Medical Anthropology. I don't put this lightly when I say she is inspirational. eEvery reading she chooses is interesting and she makes really salient points and is a pretty nice grader when it comes to papers\"},\n",
       " {'Professor_Name': 'Nicole Rigillo',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH227',\n",
       "  'Comment': \"Took during summer. Attendance/participation was 10%. She wants you to actively engage and discuss in class, and you should, as you'll take away a lot from the class! Inspired me to pursue a minor in Social Studies of Medicine. Tests were fair and straightforward, not tricky at all. Readings were fascinating (I don't say that lightly).\"},\n",
       " {'Professor_Name': 'Nicole Rigillo',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ANTH227',\n",
       "  'Comment': 'There is 10% for in-class participation and attendance. Register for this course during Summer: groups are smaller and the learning environment is fast-paced.'},\n",
       " {'Professor_Name': 'Keiko Shikako-Thomas',\n",
       "  'Department': 'Health Science department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'OCC1547',\n",
       "  'Comment': 'New teacher but knows what she is doing, I would take another class with her.'},\n",
       " {'Professor_Name': 'Keiko Shikako-Thomas',\n",
       "  'Department': 'Health Science department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'OCC1547',\n",
       "  'Comment': 'Genuinely cares about her students!'},\n",
       " {'Professor_Name': 'Natalya Gomez',\n",
       "  'Department': 'Earth Science department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'EPSC201',\n",
       "  'Comment': 'Gives good lectures, that prepare us well for the short weekly assignments and tests. She gives in class polling questions that make us reflect on the material and also for checking attendance (for small amount of final grade). Exams are very fair and consist of explaining concepts saw in class in a few sentences. Overall very easy and enjoyable.'},\n",
       " {'Professor_Name': 'Natalya Gomez',\n",
       "  'Department': 'Earth Science department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'EPSC201',\n",
       "  'Comment': \"Understanding Planet Earth a mix of gr9 science and geography content. Memorization is required to an extent, but the content is not difficult if you're interested. Prof is super sweet too. Midterm and final gives you choice of questions (i.e. choose 5 of 8 to answer), so pretty much an easy grade if you pay attention and study a bit.\"},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Very dynamic, but the exams were so tricky!!'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Really tricky exam questions but her lectures are good. She keeps things interesting and is willing to clarify.'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'I absolutely loved Professor Human! I found the class extremely enjoyable with very engaging material. The exam questions were tricky at times but straightforward if you knew the studies very well.. I would definitely take her again! (Also gives you up to 4% extra credit!!)'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': \"I took social psych with this prof and the course was very interesting! She put a lot of effort into her lectures, even the PowerPoints were well done (a lot of great pictures and were very concise). If you listen in class and read the textbook, you'll do well. Read exam questions carefully because the wording may be misleading sometimes.\"},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': \"The professor is very nice and tries to make the material more interesting by adding in TV show examples. The questions' phrasing was very frustrating, having TAs at times agree and answer yeah maybe talk to the professor about that. Material wise pretty fun and simple, the questions less so but the professor did change marks after some discussions\"},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Prof Human is really friendly and a good lecturer! Her exams are kind of tricky, so get ready to know every detail of many many studies and read the textbook. I liked how she gave us the opportunity for bonus points by participating in in-class polling. I would definitely take her again!'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': \"Materials themselves are very not hard to understand, but exam questions are full of nuance. She is a very good lecturer, very humorous, elegant, slides are well-organised. I don't recommend you to take it, if it is your FIRST PSYC course.\"},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': \"Engaging lectures- you won't find yourself getting bored. Knows how to keep the material relatable and interesting. Fair grading and bonus participation marks are awarded if you come to class and poll. would love to have her as a prof again.\"},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': \"I really enjoyed her class. Her lectures are engaging and she is extremely passionate about the topic. I had a heavy course load in my other classes and put minimally effort in. Her exams weren't easy but I didn't find them unfair at all. I'd definitely recommend reading the textbook. All I did for studying was memorize the definitions from book.\"},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Human is a very intelligent lecturer. Her exam questions were those that made me think and felt like I was using my brain. She is also here if you want her to clarify experiments/ concepts mentioned in class. Good lecturer. Definitely recommend it!'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Dr. Human made attending 8:30 classes enjoyable. She is super passionate about the social psychology, and does an awesome job of making the content relevant. She is also very helpful when you ask questions outside of class. Her exams are very tricky, but she curves if the average is too low. Take a class with her if you can!'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Overall this was a fun course. However, her exams were very tricky and difficult (Average 63 - that she rounded up to 70). Course material is very interesting. Be ready to read a lot , 20% of exam questions based on textbook.'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'Professor Human is great, she really tries to make her lectures interesting. She keeps students involved with interesting polls, relates the content to funny TV shows and real world examples, and also includes TED Talks / guest speakers in her lectures. Her exams are a bit tricky, but a a very interesting class and a great proff!'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC535',\n",
       "  'Comment': 'She is a very good professor who genuinely wants her students to learn. She is very approachable and is very helpful when you go see her one on one. The material presented was interesting. The class is mostly discussion. There are a lot of readings and weekly papers but it totally doable if you are interested in social psychology!'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC535',\n",
       "  'Comment': 'Very nice prof, makes discussion easy, is clear in her expectations/grading, and gives a reasonable amount of work! Learned a lot from her class.'},\n",
       " {'Professor_Name': 'Lauren Human',\n",
       "  'Department': 'Psychology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'PSYC215',\n",
       "  'Comment': 'I really liked her. She makes the material relevant and uses really good examples. She moves kinda quickly so sometimes it can be hard to keep up. Exams were a bit tricky. I found this class so interesting and really enjoyed it. I did not do very well but I would take this again. I loved the topics and just found it so interesting.'},\n",
       " {'Professor_Name': 'Marie-Josee Dumont',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'BREE216',\n",
       "  'Comment': \"Great prof. Gives a lot of energy to the class (even if it starts at 8:30). If you go to her office hours she might look like she is mad at you but she isn't, she is just like that with everybody.\"},\n",
       " {'Professor_Name': 'Marie-Josee Dumont',\n",
       "  'Department': 'Engineering department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'BREE216',\n",
       "  'Comment': 'Funny and very knowledgeable about materials.'},\n",
       " {'Professor_Name': 'Megan Webster',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'EDES461',\n",
       "  'Comment': \"I've taken two courses with her, and she is, hands down, the best university instructor I have ever had. I'm a better teacher and a better person for what I've learned from this woman. She has high expectations and she will guide you every step of the way. She is an actual pro.\"},\n",
       " {'Professor_Name': 'Megan Webster',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'EDES461',\n",
       "  'Comment': \"I have been in University for over six years and I can honestly say Megan was the worst professor I ever had. She seems nice on the surface, but she has her clear favourites. If you're not on her 'list', enjoy your C/B grade. She's failed multiple people's self-reflections because it doesn't conform to HER style of teaching. AVOID taking her!!!\"},\n",
       " {'Professor_Name': 'Megan Webster',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'EDEC350',\n",
       "  'Comment': 'LOVED Megan. She has a lot of experience teaching high school students and is capable of sharing it with future teachers. She also does a great job in relating theory to practice and in motivating us student teachers to become great and inspiring educators. She assigns complex assignments but is always available to help you out with your ideas!'},\n",
       " {'Professor_Name': 'Megan Webster',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'EDEC350',\n",
       "  'Comment': 'AMAZING prof. I am in my third year at McGill and Megan is the only education teacher I actually learnt something with. Her classes are not only theory based, she actually gives examples of how to bring theory into practice. TAKE HER.'},\n",
       " {'Professor_Name': 'Ilju Kim',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI305',\n",
       "  'Comment': \"Kim is clearly very intelligent, but her lectures aren't very enlightening; she doesn't add much clarity to the material. Just read the assigned papers and go to conferences and you'll do fine. Conferences are mandatory, and there is a participation grade for those, but you can skip every class, read the slides/articles, and still do well.\"},\n",
       " {'Professor_Name': 'Ilju Kim',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'SOCI305',\n",
       "  'Comment': 'The topic is interesting and the debates in class are food for thought. Prof. Kim is very knowledgeable and helpful with students.'},\n",
       " {'Professor_Name': 'Ilju Kim',\n",
       "  'Department': 'Sociology department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'SOCI305',\n",
       "  'Comment': \"I'm sure that she's a great researcher, but she is a terrible prof. Her lectures are given too fast, and shes so nervous and unsure of herself that she cant answer simple questions on the topic. There is a language barrier so I understand that some difficulties arise from that, but- in the nicest way I can possibly say this- she shouldnt be a prof.\"},\n",
       " {'Professor_Name': 'Luis Montiel',\n",
       "  'Department': 'Mining Engineering department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MIME631',\n",
       "  'Comment': 'Inspirational, Young and Handsome. Very open minded but consistent with rules. No spoon feeding. Lot of pleasure doing assignments. Enjoys having beer with older students.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'I wanted to like you, seriously, I wanted to enjoy your class but you made that so difficult for me. The only blessing was that there was only 1 lecture a week. The midterm was a map exam, 20 short answer and 2 essays in an hour and a half, which was doable, but unnecessary. Final was take-home. Conferences were quite enjoyable though.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'Passing this class was utterly easy, and you must be very dumb to fail. This is the kind of teaching I prefer, it allows to actually enjoy the subject instead of trying to stuff dates and names in my brain.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'A very nice teacher'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'Great class! Would take for credit again.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST2014',\n",
       "  'Comment': \"Isabel's class was very easy, as for most basic history classes. Going to lectures did not really help since she is reading her slides for most of it, although she sometimes gave cues about what would be in the exam. Also lots of reading to do but I realized that the important info is in the power points, so I assume you can survive without reading\"},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': \"I liked Isabel. I felt the subject was rushed through, but it's hard to include many details in such short time. I also liked the conferences we had to attend to, it's something I had never seen before. Although the grading was tough, I must admit that I enjoyed this class!\"},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'Great lectures! Very interesting class and I liked the use of personal pictures of the sights in her power points. Also very helpful when you ask her questions!'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'Isabel is very good in her field. If you are interested in history, you will like her lectures, and if you take the time to learn the slides for the exam you will get a good grade. Excellent class and prof.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'Great teacher. I appreciated that she gave us the chance to talk about the American elections in class.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': \"Not an interesting lecturer. Her Powerpoint's were very dense and she went through them fast making note taking difficult. She is a fair grader and gave a reasonable number of assignments. The readings assigned were very dense, but you can get by without reading most of them (just make sure to prepare for the conferences).\"},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': \"One of the best teachers I've ever had. She was dedicated to the class and replied to my mails really quickly. Great class!\"},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'I really liked Isabel. It is quite difficult to present more than a thousand year of history in one class, but she did it well. She was funny and accessible, trying to link things that happened in the past with popular culture or.... her travels! We have to study and work to get good grades, but that is usual at university level.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': 'The class was according to my expectations, and I found the presentation by the professor for most parts clear and fetching. True, she had some French accent, but with a bit of concentration and the thorough slides, even a non-native English speaker like me was well able to follow the class. She responded quickly to e-Mails and was very helpful.'},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': \"Her power points were completely useless and she just read off the slides, giving no extra information and didn't explain the events clearly at all. I ended up skipping most of the lectures because they were a waste of my time. She is also hard to understand when she speaks. The midterm was way harder than a 200 level course should be.\"},\n",
       " {'Professor_Name': 'Isabel Harvey',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIST214',\n",
       "  'Comment': \"Overall, this class felt like a High School history class. I learned nothing and was thoroughly disappointed by the Prof's inability to adequately answer a question and the inaccurate information displayed on the powerpoint. The TAs did a great job though and were probably more qualified to teach the class than she was.\"},\n",
       " {'Professor_Name': 'Andrew McCann',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS224',\n",
       "  'Comment': \"Awesome guy! He makes class very entertaining + interesting but not too patient at explaining in person, he's better at discussion board answers. The notes are very clear, you can easily skip classes and succeed. The midterm, assignments, and final were extremely fair, exactly what he told us what to expect. TAs not that great though. Recommend.\"},\n",
       " {'Professor_Name': 'Andrew McCann',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'PHYS224',\n",
       "  'Comment': \"If you are in Science faculty or Engineering, you'll find Andrew to be one of the best profs. He's very funny and very knowledgeable in Physics. However, he does have a little trouble explaining physics if you haven't taken physics before. However, his test are pretty easy.\"},\n",
       " {'Professor_Name': 'Andrew McCann',\n",
       "  'Department': 'Physics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'PHYS224',\n",
       "  'Comment': 'Funniest prof ever. He made the course content interesting and he was always so energetic about teaching it. Great, fun course (I took it as an elective). No textbook, good notes, short weekly assignments. Easy midterm (final is next week). Overall nice dude. Cares a lot about explaining concepts clearly, even if it takes a couple tries :P'},\n",
       " {'Professor_Name': 'Omid Hatami',\n",
       "  'Department': 'Computer Science department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMP330',\n",
       "  'Comment': \"Best lecturer in McGill. He really goes deep in the material and explains everything with a lot of examples. This course was recorded so you can get a good grade even if you don't go to class.\"},\n",
       " {'Professor_Name': 'Jessica Holmes',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': \"Prof Holmes is knowledgeable, caring, and fair. I enjoyed having her as a professor, but she comes off as a show-off and tries too hard to be relatable to students. She struts around the lecture hall and talks about her social life a lot, which is frankly, a bit unprofessional and unnecessary. Nevertheless, she's a great prof w a bold personality.\"},\n",
       " {'Professor_Name': 'Jessica Holmes',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': \"This prof is like a music encyclopedia. Her passion for teaching and music is clear and she's a very engaging public speaker. She goes the extra mile to help her students and dumb down music concepts. Her class was an easy A with easy assignments. Shes also fun and fresh as a young prof + amazing to look at/watch ;) McGill is lucky to have her.\"},\n",
       " {'Professor_Name': 'Jessica Holmes',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': \"I really liked her the first few lectures, but her big personality gets tiresome. She is super knowledgable about music but shows-off a lot (about her social and academic life) and tries hard to be relatable. Some people like this type of teacher though! She's got an engaging and youthful personality and I'm sure is a great person. She's self-aware\"},\n",
       " {'Professor_Name': 'Jessica Holmes',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': \"Best prof ever! Loved her Art of Listening class. She's a dreamy goddess that makes learning fun and makes you want to come to class. Loved how she uses emojis in her music charts. Option of working in groups for assignments was nice. She is very good with emails and extra help in office hours.\"},\n",
       " {'Professor_Name': 'Jessica Holmes',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR211',\n",
       "  'Comment': \"prof. Holmes is stunning, wicked smart & cool and really cares about her students which shows in how she learned our names. I learned so much from this prof and she inspired me to love classical music. We didn't need to buy the textbook TBH since she explained everything clearly in lectures. Can't beat a smokin hot prof who can sing & play cello!\"},\n",
       " {'Professor_Name': 'David Garcia',\n",
       "  'Department': 'Spanish department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HISP220',\n",
       "  'Comment': 'Amazing prof, fantastic lectures, David will make you love the language. He truly cares about his students and their success in the class. You will learn SO MUCH. If you put in the required efforts the class is not difficult. David is the reason I stayed at McGill. If you get the chance to have him as a teacher DO NOT hesitate!'},\n",
       " {'Professor_Name': 'David Garcia',\n",
       "  'Department': 'Spanish department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'HIPS220',\n",
       "  'Comment': 'He is great, clear and helps you learn a lot'},\n",
       " {'Professor_Name': 'David Garcia',\n",
       "  'Department': 'Spanish department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'HISP220',\n",
       "  'Comment': \"David is such a sweet professor. Hontesly if you work hard enough it'll be a breeze. I really enjoy his lectures. He always speaks in Spanish and he has a very good relationship with students. Just don't take the 8:30am class, it's hard to get up in the morning.\"},\n",
       " {'Professor_Name': 'Xianchang Meng',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH263',\n",
       "  'Comment': 'Best math prof at McGill. Had him for 263, he actually knows how to explain concepts as proved by his 80% class average.'},\n",
       " {'Professor_Name': 'Xianchang Meng',\n",
       "  'Department': 'Mathematics department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MATH263',\n",
       "  'Comment': 'Best prof in McGill, cares about students. Exams are fair.'},\n",
       " {'Professor_Name': 'Ehaan Abdou',\n",
       "  'Department': 'Education department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'EDEC203',\n",
       "  'Comment': \"Amazing teacher! Had him for a communication in Education class and he was just amazing! Was very nice and caring to the students, very understanding. Sometimes the class doesn't pay attention and he has trouble getting everyone settled down but other than that nothing else is bad. Easy A class.\"},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUAR374',\n",
       "  'Comment': 'Took MUAR201 with him last year and I decided to take MUAR374 solely because he was teaching. He knows the material really well. I really enjoy going to class. Exams are fair, he always makes sure that we know what would be on the exam.'},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR374',\n",
       "  'Comment': 'An enthused character who loves what he does and that reverberates throughout the class. Easily accessible and goes above and beyond for each student. Very caring! Overall an awesome guy:)'},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': 'Sweet!'},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': 'Amazing lectures ! Caring professor. He really knows his stuff and makes it captivating and easy to understand. 100% recommend.'},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': \"just love him. he's passionate about music and very prepared for lectures. would definitely take future classes with him.\"},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': 'One of my favourite professors in my four years at McGill! 100% recommend this course. Interesting and fun!'},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': \"great guy, really clear slides and made the class super interesting. exams are fairly easy as most of the questions come directly from information in the slides or (more rarely) from the readings. he goes over the readings in class so don't worry too much about actually reading in depth. term paper was really fun to write\"},\n",
       " {'Professor_Name': 'Landon Morrison',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUAR392',\n",
       "  'Comment': 'Great guy overall. Cares about his students and wants them to care about the material'},\n",
       " {'Professor_Name': 'Samuel Mongeau',\n",
       "  'Department': 'History department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'CANS200',\n",
       "  'Comment': 'Solid guy!'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUTH251',\n",
       "  'Comment': 'Nothing but love for Jon Wild'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUTH321',\n",
       "  'Comment': 'Totally recommended for the course \"Topics in Tonal Analysis\" which was great and unlike any other course I\\'ve ever taken. He found really cool repertoire and gave us lots of freedom in our projects. Asked for lots of work but it was enjoyable.'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUTH251',\n",
       "  'Comment': 'Fantastic music analysis teacher. We spent a lot of time on each piece and looked in depth at how the music worked. He has passion for music & theory & for sharing his understanding, and his enthusiasm was contagious. Feedback on homework was done in class, not so much individually (but he was very helpful outside of class when I asked questions)'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': 'He was THE most Amazing Professor in my first semester in McGill. I really miss his kindness and genuine integrity. The course was brilliant.'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': \"I had no background in music theory, and yes the class was more involved than I thought. But this is such a smart guy, I appreciated his lectures so much. I did well & want to learn more. I recommend J.Wild very highly but this isn't a bird course. Not much use of the textbook apart from problem sets- he made a lot of his own materials, it seemed.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 3.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': \"If you have no previous music knowledge, the class is very difficult. He gives a lot of assignments, so as long as you do those, you can get a decent grade with some effort. Fair warning though, this is NOT a beginner's course, at least, not with this professor.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': \"He is soooo hot!I've trained in piano for over 10 years but lack knowledge in theories. This course is very helpful but when it comes to final, it gets harder and boring. overall i like the pro!!!He is always there to help. TA hold tutorial all the time.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': 'MUAR 201 Basic Materials: Western Music was an easy elective for me- as I have had much previous knowledge of music theory prior to this class. However, for those who have little to no music theory knowledge, this class can be pretty difficult. He was friendly, easy to understand and always had the best interest in his students :)'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUAR201',\n",
       "  'Comment': \"He is an excellent explainer of things! After years of playing an instrument but not paying attention to how the music is written, a lot of things are clear to me now after a month in Prof Wild's class. There is a friendly atmosphere in class and his examples at the piano are great. I wish he gave more written notes in addition to the text though.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUTH202',\n",
       "  'Comment': 'Modal counterpoint as professor Wild teaches it is without a doubt the most enjoyable class I have yet taken in university. He is a master in his field and in teaching effectively.'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MUTH110',\n",
       "  'Comment': 'Best theory teacher'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUTH110',\n",
       "  'Comment': 'Prof Wild was my best theory teacher in 4 years at McGill. He won a prize at our graduation ceremony after being nominated by students. All of my friends in my year agreed he had been our favorite (theory) teacher.'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUTH311',\n",
       "  'Comment': \"Fine teacher, interesting and funny man, this class is not too demanding. I can haz Jon Wild's baby?\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUTH311',\n",
       "  'Comment': \"I can't believe the previous review... in our class (20th century analysis) Professor Wild is very pleasant. he is always interesting to listen to, and CLEARabout what ever he explains. A very good musician and kind man who let me hand in my assignment late when I had an emergency. And I am getting more interested in the material now...\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MMM111',\n",
       "  'Comment': \"We received no feedback on our work, and yet he expects us to somehow divine his criteria for good research and writing. He was often totally unprepared, an intellectual bully at times, dominating the discussions with passive judgement and undercutting. I don't recommend him as a professor.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'MUTH001',\n",
       "  'Comment': \"Best professor in first year required courses. His Britishness makes the course very bearable. His lectures are excellent and he's a great speaker and keeps the students entertained with making small British-like jokes while doing Counterpoint cleverly.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUTH110',\n",
       "  'Comment': \"A great, funny guy who really knows how to teach this stuff. he's very clear, and if he even thinks he wasn't he'll send out an email to the entire class. a great guy overall :)\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'MUTH110',\n",
       "  'Comment': 'Excellent'},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'MUTH110',\n",
       "  'Comment': \"He's british, and funny, and made me not hate counterpoint. I thought his lectures were very clear and he seemed really helpful and open to questions.\"},\n",
       " {'Professor_Name': 'Jon Wild',\n",
       "  'Department': 'Music department',\n",
       "  'Quality': 4.5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'MUTH110',\n",
       "  'Comment': \"The course is awful, and unfortunately it's required. Unless you're an Early Music major, this won't be fun for you. On the bright side, Professor Wild is a great teacher who adds a lot of structure and clarity to a difficult subject. He sticks to the text book most of the time, so review is easy.\"},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': \"Awesome guy. He speaks very clearly and teaches the material very well. You can tell he really loves what he's teaching and always welcomes students' comments and questions. The workload and exams were fair but you do have to take the time to study the textbook to really do well.\"},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': 'I found this to be a really easy and enjoyable class. Your entire grade is based off two midterms and a final, which are all over half multiple choice. There are no essays!!! :D Also, hes a super chill guy and really good teacher who makes the material very interesting'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': 'Super interesting class, Dario is very clear and presents information in an interesting and \"digestible\" way. Significant memorization for the exams (and a lot of material) but they are fairly straightforward- if you listen well and study adequately, quite easy to do well!'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': 'Such as sweet professor who genuinely cares about what he is teaching plus wants all his students to succeed! There is a lot of course material to memorize for the course but his exams are pretty fair and you can do well if you put in the time!'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ANTH203',\n",
       "  'Comment': \"Honestly the best prof I have had at McGill. His lectures may get a bit boring sometimes, but overall he makes sure to explain everything clearly, and is always open to questions. His tests are straightforward, and the only thing that's hard is remembering all the dates and places.\"},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': 'Straightford. Everything on the slide or textbook is fair game so understand big concepts as well as smaller facts. Really interesting course.'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': 'His lectures are entertaining and engaging. On any issue or idea, he makes sure to address and consider all perspectives. Great class and awesome professor!'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': \"Actually an awesome prof. Concepts are really well explained, the workload is what you'd expect. It's possible to do really well if you put the work in. Above all, Dario is super passionate about his field, which translates into the lectures. His classes are rarely boring and worth attending, even if attendance isn' t mandatory. TAKE THIS PROF!!\"},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'ANTH203',\n",
       "  'Comment': \"A great professor who clearly has a passion for archaeology. The exams are very fair and are made up of multiple choice and long answer. Do the readings and know the power points, and you'll do well.\"},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'ANTH201',\n",
       "  'Comment': 'The professor is one of a kind, dont get me wrong. But i feel like the way ANTH 201 was structured in winter 2017 was just insanely difficult. we had two midterms, and a final. Lectures were 60 pages long slides, with information bulldozed on you and expectations to memorise each word, because his MCQ questions were made by him that way.'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 5,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'ANTH203',\n",
       "  'Comment': 'Dario was a great prof! Really knows his stuff and is a really nice and caring guy. The exams have short/long answer questions so you def have to study for them, but he is an easy grader and is open to extra credit. I really recommend this prof!!!'},\n",
       " {'Professor_Name': 'Dario Guiducci',\n",
       "  'Department': 'Anthropology department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'ANTH203',\n",
       "  'Comment': 'Amazing teacher! Absolutely adore Dario! His class is easy enough, all the materials are in the lectures which he posts online. Midterm and final are both jokes, hardest part is the lab exam, make sure you go to the lab review. He tells you exactly what you need to know to pass. Textbook is useless besides a few definitions needed for the exam.'},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS210',\n",
       "  'Comment': \"Great professor. Lectures were heavy but also very interesting. She's a fair grader and I would definitely take another class with her. Participation matters because she would have pop up in-class assignments but as long as you do the readings before class then you're fine.\"},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS210',\n",
       "  'Comment': \"Seeing as Prof. Sorochan has such incredibly negative reviews, I felt the need to write my own because my experience with her has been so positive. I've taken COMS230 with her and now I'm in 210, and I've found her to be a wonderful lecturer who is highly intellectual. She's always willing to answer questions and ensure that students can succeed.\"},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 1,\n",
       "  'Class_Name': 'COMS210',\n",
       "  'Comment': \"I don't understand why prof Sorochan gets such a low grade. Her lecture may not be the most interesting one, but the content is rich and organized. If you read the readings, it is very easy to get a high grade. Prof Sorochan is also very caring. She tries to remember students names even this class has a size of 200.\"},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS230',\n",
       "  'Comment': 'Although the content in COMS230 was quite interesting, Professor Sorochan is just dull. She talks very quickly without slides, sometimes uses the blackboard. One hour lectures feel much longer. Very heavy readings, 3 long ones a week. 5 papers based on the readings throughout the semester plus a term paper. Midterm and final are open book.'},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS230',\n",
       "  'Comment': \"Lots of heavy readings, but you really don't need to do them. Class is graded fairly and the notes she posts online are enough to get you a good grade on the exams. Also, attendance is definitely optional. Is she a fun and engaging lecturer? No. Lectures are usually pretty boring. But the material is interesting, and the class is isn't tough.\"},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS230',\n",
       "  'Comment': 'The teacher is extremly bland and does not provide slides. COMS 230 is a fairly straightforward class, but this professor makes the course disinteresting and provides no slides. The course is basically set up with 3 (heavy) readings a week. 5 \"Critical responses\" each worth about 5%. A term paper worth 25%. Midterm worth 20%. And final work 30%.'},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS230',\n",
       "  'Comment': 'She was nice and approachable, but not an effective lecturer at all. I really liked this class because of the material, but her lectures made me fall asleep. Fairly easy grader'},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'COMS230',\n",
       "  'Comment': 'A lot of readings, 3 long ones every week. Besides the readings, there is only one presentation, one paper, midterm and final exam (both open book). Talks way too fast, not clear as to what she really expects in her grading, expect to take lots of notes. Although lectures are only 50 minutes, they seemed much longer: too much content and monotone.'},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 1.5,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'COMS 230',\n",
       "  'Comment': \"Probably the most boring class I've ever taken. Lectures are dull and too theoretical. Never draws on current events. Grading methods are poor. The class is about democracy yet the essay topics give you very limited freedom. How ironic.\"},\n",
       " {'Professor_Name': 'Cayley Sorochan',\n",
       "  'Department': 'Communication department',\n",
       "  'Quality': 2.5,\n",
       "  'Difficulty': 5,\n",
       "  'Class_Name': 'COMS230',\n",
       "  'Comment': 'Sorochan drags a 50 minute class in what seems 2 hours. The material is interesting, but she does not engage you with the material. Lectures are pretty boring and class is a bit too academic for my taste, which makes it not clear.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': 'Goes slowly in class but covers everything well, kind of a tough grader with some things. Does make some good jokes.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI212243',\n",
       "  'Comment': \"Boring lectures, but they're comprehensive & summaries of textbook readings; Breakdown:Conference participation (20%), News assignment (15%) was pretty straightforward despite other comments (mark was TA-dependent), midterm (20%) was pretty hard- can write as much as you want for IDs but will still give u a 3/5, exam (40%)- easy bc. broad questions\"},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'POLI243',\n",
       "  'Comment': 'I rate all my profs regardless of experience. Anthony is a pretty good prof. I really liked how his office hours are basically all the time and you can see him whenever. However, his grading criteria is quite unclear and the guidelines for assignments can be vague. Other than that he is pretty clear and I did like his style of teaching.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': 'Prof is a nice guy. However, lecture is heavy and boring so most atudents just read the textbook or do the online recording. The midterm and final are confusing with no clear explanation. The assignment is not hard but need a lot of improvement for the instructions. Unless you like European politic, this course is hard for level 200.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI243212',\n",
       "  'Comment': 'Uninterested in his own lecture material and provides little to no guidelines for both the midterm/news assignment. His lectures are just summaries of the textbook and adds no extra depth to the class. Moreover, there are huge disparities in how conferences are managed by TAs. Would not recommend or take again.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': 'Anthony needs a improvement. His tests are the stuff of nightmares, and both I and my TA were clueless as to what he wanted with the news assignment. However his lectures are well structured, and the way he presents the material is interesting. Plus I enjoy witnessing a young prof terrified of his students and their judgment.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 3,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': 'Although Professor Imbrogno is a good Instructor, he is inexperienced. His lectures were clear and often interesting. Where he performed rather poorly, was in the manner in which he wrote the midterm and his unclear assignments. I think he wanted to give us easy yet challenging papers/tests but completely missed the mark. He seemed nice though.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 2,\n",
       "  'Difficulty': 4,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': 'Would definitely avoid this prof. One of the most rude and condescending I have ever had at Mcgill. Difficult to understand what he wants from you and inaccessible for clarification. Lectures were ok, however, tests and assignments were unclear. The prof was a really harsh and unfair grader.'},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 1,\n",
       "  'Difficulty': 2,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': \"Avoid. This prof is the least friendly I've had at McGill, rude in e-mails and sassy in his re-grades (not good sassy). Lectures were okay, but for exams and the paper it's really unclear what he wants. If you take the open instructions as such, you will loose a lot of points.\"},\n",
       " {'Professor_Name': 'Anthony Imbrogno',\n",
       "  'Department': 'Political Science department',\n",
       "  'Quality': 4,\n",
       "  'Difficulty': 3,\n",
       "  'Class_Name': 'POLI212',\n",
       "  'Comment': \"Pretty much every lecture was Prof Imbrogno elaborating on and explaining breif bullet points in his slides. The reading is a bit heavy, but if you do it all you'll do well. The midterms were nice and manageable. Didn't enjoy the class much at first but as time went on he became more relaxed and even funny. Nothing to worry about, would recommend.\"}]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = json.load(open('reviews.json'))\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "ename": "RateLimitError",
     "evalue": "Error code: 429 - {'error': {'message': 'Rate limit reached for text-embedding-3-small in organization org-xnOUB5BvbYERME9gSR31QYwj on requests per min (RPM): Limit 3, Used 3, Requested 1. Please try again in 20s. Visit https://platform.openai.com/account/rate-limits to learn more. You can increase your rate limit by adding a payment method to your account at https://platform.openai.com/account/billing.', 'type': 'requests', 'param': None, 'code': 'rate_limit_exceeded'}}",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mRateLimitError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[22], line 5\u001b[0m\n\u001b[1;32m      2\u001b[0m client \u001b[38;5;241m=\u001b[39m OpenAI()\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m review \u001b[38;5;129;01min\u001b[39;00m data:\n\u001b[0;32m----> 5\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43membeddings\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m      6\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mreview\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mComment\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m      7\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtext-embedding-3-small\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\n\u001b[1;32m      8\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m      9\u001b[0m     embedding \u001b[38;5;241m=\u001b[39m response\u001b[38;5;241m.\u001b[39mdata[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m.\u001b[39membedding\n\u001b[1;32m     10\u001b[0m     processed_data\u001b[38;5;241m.\u001b[39mappend({\n\u001b[1;32m     11\u001b[0m         \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mvalues\u001b[39m\u001b[38;5;124m'\u001b[39m: embedding,\n\u001b[1;32m     12\u001b[0m         \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mid\u001b[39m\u001b[38;5;124m'\u001b[39m: review[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mProfessor_Name\u001b[39m\u001b[38;5;124m'\u001b[39m],\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     19\u001b[0m         }\n\u001b[1;32m     20\u001b[0m     })\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/resources/embeddings.py:114\u001b[0m, in \u001b[0;36mEmbeddings.create\u001b[0;34m(self, input, model, dimensions, encoding_format, user, extra_headers, extra_query, extra_body, timeout)\u001b[0m\n\u001b[1;32m    108\u001b[0m         embedding\u001b[38;5;241m.\u001b[39membedding \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mfrombuffer(  \u001b[38;5;66;03m# type: ignore[no-untyped-call]\u001b[39;00m\n\u001b[1;32m    109\u001b[0m             base64\u001b[38;5;241m.\u001b[39mb64decode(data), dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfloat32\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    110\u001b[0m         )\u001b[38;5;241m.\u001b[39mtolist()\n\u001b[1;32m    112\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m obj\n\u001b[0;32m--> 114\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_post\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    115\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m/embeddings\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m    116\u001b[0m \u001b[43m    \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmaybe_transform\u001b[49m\u001b[43m(\u001b[49m\u001b[43mparams\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43membedding_create_params\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mEmbeddingCreateParams\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    117\u001b[0m \u001b[43m    \u001b[49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmake_request_options\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    118\u001b[0m \u001b[43m        \u001b[49m\u001b[43mextra_headers\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mextra_headers\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    119\u001b[0m \u001b[43m        \u001b[49m\u001b[43mextra_query\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mextra_query\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    120\u001b[0m \u001b[43m        \u001b[49m\u001b[43mextra_body\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mextra_body\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    121\u001b[0m \u001b[43m        \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    122\u001b[0m \u001b[43m        \u001b[49m\u001b[43mpost_parser\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mparser\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    123\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    124\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mCreateEmbeddingResponse\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    125\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:1260\u001b[0m, in \u001b[0;36mSyncAPIClient.post\u001b[0;34m(self, path, cast_to, body, options, files, stream, stream_cls)\u001b[0m\n\u001b[1;32m   1246\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mpost\u001b[39m(\n\u001b[1;32m   1247\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m   1248\u001b[0m     path: \u001b[38;5;28mstr\u001b[39m,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1255\u001b[0m     stream_cls: \u001b[38;5;28mtype\u001b[39m[_StreamT] \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m   1256\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m ResponseT \u001b[38;5;241m|\u001b[39m _StreamT:\n\u001b[1;32m   1257\u001b[0m     opts \u001b[38;5;241m=\u001b[39m FinalRequestOptions\u001b[38;5;241m.\u001b[39mconstruct(\n\u001b[1;32m   1258\u001b[0m         method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpost\u001b[39m\u001b[38;5;124m\"\u001b[39m, url\u001b[38;5;241m=\u001b[39mpath, json_data\u001b[38;5;241m=\u001b[39mbody, files\u001b[38;5;241m=\u001b[39mto_httpx_files(files), \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39moptions\n\u001b[1;32m   1259\u001b[0m     )\n\u001b[0;32m-> 1260\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m cast(ResponseT, \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mopts\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m)\u001b[49m)\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:937\u001b[0m, in \u001b[0;36mSyncAPIClient.request\u001b[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001b[0m\n\u001b[1;32m    928\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mrequest\u001b[39m(\n\u001b[1;32m    929\u001b[0m     \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m    930\u001b[0m     cast_to: Type[ResponseT],\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    935\u001b[0m     stream_cls: \u001b[38;5;28mtype\u001b[39m[_StreamT] \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m    936\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m ResponseT \u001b[38;5;241m|\u001b[39m _StreamT:\n\u001b[0;32m--> 937\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    938\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    939\u001b[0m \u001b[43m        \u001b[49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    940\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    941\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    942\u001b[0m \u001b[43m        \u001b[49m\u001b[43mremaining_retries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mremaining_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    943\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:1026\u001b[0m, in \u001b[0;36mSyncAPIClient._request\u001b[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001b[0m\n\u001b[1;32m   1024\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m retries \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_should_retry(err\u001b[38;5;241m.\u001b[39mresponse):\n\u001b[1;32m   1025\u001b[0m     err\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mclose()\n\u001b[0;32m-> 1026\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_retry_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1027\u001b[0m \u001b[43m        \u001b[49m\u001b[43minput_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1028\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1029\u001b[0m \u001b[43m        \u001b[49m\u001b[43mretries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1030\u001b[0m \u001b[43m        \u001b[49m\u001b[43merr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1031\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1032\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1033\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1035\u001b[0m \u001b[38;5;66;03m# If the response is streamed then we need to explicitly read the response\u001b[39;00m\n\u001b[1;32m   1036\u001b[0m \u001b[38;5;66;03m# to completion before attempting to access the response text.\u001b[39;00m\n\u001b[1;32m   1037\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m err\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mis_closed:\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:1075\u001b[0m, in \u001b[0;36mSyncAPIClient._retry_request\u001b[0;34m(self, options, cast_to, remaining_retries, response_headers, stream, stream_cls)\u001b[0m\n\u001b[1;32m   1071\u001b[0m \u001b[38;5;66;03m# In a synchronous context we are blocking the entire thread. Up to the library user to run the client in a\u001b[39;00m\n\u001b[1;32m   1072\u001b[0m \u001b[38;5;66;03m# different thread if necessary.\u001b[39;00m\n\u001b[1;32m   1073\u001b[0m time\u001b[38;5;241m.\u001b[39msleep(timeout)\n\u001b[0;32m-> 1075\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1076\u001b[0m \u001b[43m    \u001b[49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1077\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1078\u001b[0m \u001b[43m    \u001b[49m\u001b[43mremaining_retries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mremaining\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1079\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1080\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1081\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:1026\u001b[0m, in \u001b[0;36mSyncAPIClient._request\u001b[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001b[0m\n\u001b[1;32m   1024\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m retries \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_should_retry(err\u001b[38;5;241m.\u001b[39mresponse):\n\u001b[1;32m   1025\u001b[0m     err\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mclose()\n\u001b[0;32m-> 1026\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_retry_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1027\u001b[0m \u001b[43m        \u001b[49m\u001b[43minput_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1028\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1029\u001b[0m \u001b[43m        \u001b[49m\u001b[43mretries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1030\u001b[0m \u001b[43m        \u001b[49m\u001b[43merr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1031\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1032\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1033\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1035\u001b[0m \u001b[38;5;66;03m# If the response is streamed then we need to explicitly read the response\u001b[39;00m\n\u001b[1;32m   1036\u001b[0m \u001b[38;5;66;03m# to completion before attempting to access the response text.\u001b[39;00m\n\u001b[1;32m   1037\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m err\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mis_closed:\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:1075\u001b[0m, in \u001b[0;36mSyncAPIClient._retry_request\u001b[0;34m(self, options, cast_to, remaining_retries, response_headers, stream, stream_cls)\u001b[0m\n\u001b[1;32m   1071\u001b[0m \u001b[38;5;66;03m# In a synchronous context we are blocking the entire thread. Up to the library user to run the client in a\u001b[39;00m\n\u001b[1;32m   1072\u001b[0m \u001b[38;5;66;03m# different thread if necessary.\u001b[39;00m\n\u001b[1;32m   1073\u001b[0m time\u001b[38;5;241m.\u001b[39msleep(timeout)\n\u001b[0;32m-> 1075\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m   1076\u001b[0m \u001b[43m    \u001b[49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1077\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcast_to\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcast_to\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1078\u001b[0m \u001b[43m    \u001b[49m\u001b[43mremaining_retries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mremaining\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1079\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1080\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstream_cls\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream_cls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m   1081\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m/opt/anaconda3/envs/find-my-prof/lib/python3.10/site-packages/openai/_base_client.py:1041\u001b[0m, in \u001b[0;36mSyncAPIClient._request\u001b[0;34m(self, cast_to, options, remaining_retries, stream, stream_cls)\u001b[0m\n\u001b[1;32m   1038\u001b[0m         err\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mread()\n\u001b[1;32m   1040\u001b[0m     log\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRe-raising status error\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m-> 1041\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_make_status_error_from_response(err\u001b[38;5;241m.\u001b[39mresponse) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m   1043\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_process_response(\n\u001b[1;32m   1044\u001b[0m     cast_to\u001b[38;5;241m=\u001b[39mcast_to,\n\u001b[1;32m   1045\u001b[0m     options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m   1049\u001b[0m     retries_taken\u001b[38;5;241m=\u001b[39moptions\u001b[38;5;241m.\u001b[39mget_max_retries(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmax_retries) \u001b[38;5;241m-\u001b[39m retries,\n\u001b[1;32m   1050\u001b[0m )\n",
      "\u001b[0;31mRateLimitError\u001b[0m: Error code: 429 - {'error': {'message': 'Rate limit reached for text-embedding-3-small in organization org-xnOUB5BvbYERME9gSR31QYwj on requests per min (RPM): Limit 3, Used 3, Requested 1. Please try again in 20s. Visit https://platform.openai.com/account/rate-limits to learn more. You can increase your rate limit by adding a payment method to your account at https://platform.openai.com/account/billing.', 'type': 'requests', 'param': None, 'code': 'rate_limit_exceeded'}}"
     ]
    }
   ],
   "source": [
    "processed_data = []\n",
    "client = OpenAI()\n",
    "\n",
    "for review in data:\n",
    "    response = client.embeddings.create(\n",
    "        input = review['Comment'],\n",
    "        model = 'text-embedding-3-small'\n",
    "    )\n",
    "    embedding = response.data[0].embedding\n",
    "    processed_data.append({\n",
    "        'values': embedding,\n",
    "        'id': review['Professor_Name'],\n",
    "        'metadata': {\n",
    "            'review': review['Comment'],\n",
    "            'course': review['Class_Name'],\n",
    "            'rating': review['Quality'],\n",
    "            'diffuculty': review['Difficulty'],\n",
    "            'department': review['Department']\n",
    "        }\n",
    "    })\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "  ...],\n",
       " 'id': 'Kevin Parent',\n",
       " 'metadata': {'review': 'for my beginning at McGill university in accounting, this teacher made it disaster. he is very difficult to understand, dont answer questions. dont take his class',\n",
       "  'course': 'MGCR211',\n",
       "  'rating': 1,\n",
       "  'diffuculty': 4,\n",
       "  'department': 'Accounting department'}}"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "processed_data[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'upserted_count': 104}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "index=pc.Index(\"find-my-prof\")\n",
    "index.upsert(\n",
    "    vectors=processed_data,\n",
    "    namespace='ns1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'dimension': 1536,\n",
       " 'index_fullness': 0.0,\n",
       " 'namespaces': {'ns1': {'vector_count': 9}},\n",
       " 'total_vector_count': 9}"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "index.describe_index_stats()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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    "name": "ipython",
    "version": 3
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   "name": "python",
   "nbconvert_exporter": "python",
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