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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "I have a question Canada …" 104 comments · Page 4 of 5
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …
The question is, what is being done now to solve this Liberal made crisis? How much lasting damage will it do to Canada? Is it fixable?
The question is, what is being done now to solve this Liberal made crisis? How much lasting damage will it do to Canada? Is it fixable?
Identity Attack0.014249804
Insult0.01961243
Profanity0.010740792
Threat0.008362788
Severe Toxicity0.0014877319
Low Tox 0.04686289 Low Con 0.218 Policy_Critique
Jun 17, 2025 52 likes How Canada broke its immigration …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
I have scored 18 out of 20. 2 or 3 question was outside of this video. 1 that I can remeber was - The Canadian Coat of Arms symbolizes __ the answer suppose to be …
I have scored 18 out of 20. 2 or 3 question was outside of this video. 1 that I can remeber was - The Canadian Coat of Arms symbolizes __ the answer suppose to be - Canada's history, unity, and heritage, blending British, French, and distinctly Canadian symbols, with the maple leaf representing all Canadians and the shield quadrants showing England (lions), France (fleur-de-lis), Scotland (lion), and Ireland (harp). I got that one wrong. Anothe one included a true/false question with the names of poet (not the names mentioned in the video). I marked it as true but I guess it also went wrong. Thanks for this video @immigration Canada Anyone can pass the exam by just following this video.
Identity Attack0.014249804
Insult0.021288296
Profanity0.014942379
Threat0.007365964
Severe Toxicity0.0017356873
Low Tox 0.045873325 Constructive 0.727 Personal_Narrative
Jan 11, 2026 4 likes Canadian Citizenship Test 2025 – …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Identity Attack0.022791367
Insult0.018710041
Profanity0.009750174
Threat0.0066798385
Severe Toxicity0.0012397766
Low Tox 0.043646812 Constructive 0.523 Fear_Threat
Feb 26, 2026 11 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration has broad support across Canada. I wouldn't say that notion is dividing the country in any significant way. You do have certain industry groups that disagree, but among the population these reductions have broad support. This is a historic change in public opinion in Canada, but it has been driven by the unprecedented increase in immigration under the last term of the Trudeau government. To put this in context, non-permanent residents in Canada numbered around 1.5 million on Q3 2023, but by Q3 2025, that number sat a just over 3 million. The previous government increased immigration targets by 3 or 4 times over what they had been for years, which caused a number of economic issues. Essentially, the volume was simply too high for the economy and society to support. This was unfair to both Canadians and new comers, many of which could not find employment or afford a decent place to live. The changes being suggested are largely bringing Canada back to what the targets were for over a decade before, though a bit lower to account for the sudden surge. Canada remains one of the most pro-immigration countries in the world. However, and this is where I think DW's reporting is misleading, there is a distinction to be made between policies at the federal level and policies at the provincial level. Immigration, per our constitution, is a federal matter, however, Quebec in particular is distinct from other provinces. I don't mean only culturally and linguistically, but also in the powers that have been devolved to it by the federal government. On the question of immigration, Quebec has more powers and more ability to set its immigration targets and programs than any of the other 9 provinces. The particular program discussed here, the Quebec Experience Program (PEQ), is a particular immigration stream that only existed in Quebec. So what is happening with that program cannot be labeled as a whole-of-Canada thing. Where the changes to the PEQ are controversial, unlike the general changes at the federal level, is that people who immigrated under that specific program were promised certain things. There was a multi-year time line to Permanent Residency and then Citizenship. Many of those people have been in Quebec for 5-8 years already. However, the changes made to the program were done in such a way where people who many years into the program, had gotten an education, started a career, had children, ect. are now being told they can't continue and must leave Canada. There are even stories of people who married Canadians, now have children, and the one parent who was under this program now faces the possibility of having to leave Canada and be separated from their family. All through no fault of their own. That is what many people see as unfair, and I agree, however limiting future applications under the program, to bring in less people, that is not controversial. Canada has no responsibility to bring in people who are not already in Canada, but Canada does have some responsibility towards people who uprooted their lives to move to Canada and built new lives here based on promises and representations made to them by the Canadian and Quebecois governments. We should no simply kick those people out of the country.
Identity Attack0.011099357
Insult0.022899706
Profanity0.013029462
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.043399423 Constructive 0.821 Policy_Critique
Feb 11, 2026 29 likes Canada's tighter immigration policy divides …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t pass the IELTS (English proficiency test) entered the country on visitor visas or through spousal sponsorships—some of which were questionable or fraudulent. During that time, the government was converting visitor visas into work permits with little to no scrutiny. Background checks and rejections were rare. Meanwhile, colleges rapidly expanded their intake capacity—understandably so, since international students pay three to four times more in tuition. At the same time, due to inflationary pressures, the government allowed international students to work 40 hours per week instead of the previous 20-hour limit. This created a new, ready-to-work labor force in just a year or two, heavily impacting the retail sector. As a result, a large portion of retail jobs shifted toward a single ethnic group, while many Canadian citizens found themselves sidelined. One key factor was flexibility. Many immigrant communities—particularly Indian—were more willing to accept irregular hours and last-minute shifts, often adopting a more compliant, “yes sir” attitude that employers found appealing. However, I’m already beginning to notice changes in the retail landscape, likely due to the government finally tightening immigration rules. Going forward, we don’t need to close our doors—but we do need smarter immigration policies, with proper checks and balances, to ensure fairness and sustainability for everyone.
Identity Attack0.010211408
Insult0.020772645
Profanity0.012961143
Threat0.006757513
Severe Toxicity0.0012016296
Low Tox 0.03828422 Constructive 0.779
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
Let's just say.. When I was younger I was questioned about things being smuggled over the border from Canada by snowmobiles... It isn't hard to cross that border
Let's just say.. When I was younger I was questioned about things being smuggled over the border from Canada by snowmobiles... It isn't hard to cross that border
Identity Attack0.008509507
Insult0.011920903
Profanity0.011167783
Threat0.007301235
Severe Toxicity0.0011014938
Low Tox 0.027442247 Constructive 0.531 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
That’s good, but how much people are selling in Canada that don’t belong in Canada that’s the real question
That’s good, but how much people are selling in Canada that don’t belong in Canada that’s the real question
Identity Attack0.01656105
Insult0.0113509
Profanity0.0108774295
Threat0.0060196044
Severe Toxicity0.00086307526
Low Tox 0.027088705 Moderate Con 0.316
Dec 29, 2025 Deportations From Canada at Their …
Bruh i changed my VPN to Canada so i could access 🌽, i was wondering why their homepage was 90% desi content. This video now answered that question 😂
Bruh i changed my VPN to Canada so i could access 🌽, i was wondering why their homepage was 90% desi content. This video now answered that question 😂
Identity Attack0.010063417
Insult0.011236899
Profanity0.017367685
Threat0.0072882893
Severe Toxicity0.0014877319
Low Tox 0.026263772 Moderate Con 0.351 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions right, just barely passing. Don’t fall for it like I did!
Identity Attack0.0016279058
Insult0.013174911
Profanity0.011423977
Threat0.006136116
Severe Toxicity0.00074863434
Low Tox 0.024849601 Constructive 0.593
Sep 20, 2025 2 likes Canadian Citizenship Test 2025 – …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as to who was being pulled from the warzone...
Identity Attack0.006363631
Insult0.011920903
Profanity0.00993805
Threat0.0072365063
Severe Toxicity0.0007677078
Low Tox 0.024378212 Moderate Con 0.473 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Hi I gave my test today 16 June . I scored 17/20 . My results are unofficial. I have watched this video several times some questions were from this video but most of the questions …
Hi I gave my test today 16 June . I scored 17/20 . My results are unofficial. I have watched this video several times some questions were from this video but most of the questions were very tricky some were like out of the source what I have studied. I suggest please read discover canada book and then watch this video.
Identity Attack0.0043657473
Insult0.008709883
Profanity0.013268576
Threat0.0072882893
Severe Toxicity0.0009393692
Low Tox 0.015204934 Constructive 0.735 Personal_Narrative
Jun 17, 2025 5 likes Canadian Citizenship Test 2025 – …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were very similar to what we have here but some where in true or false formats. I listened to Discover Canada audio and read the pdf simultaneously and then did two rounds of this practice questions. Thank you greatly
Identity Attack0.0024233595
Insult0.007493876
Profanity0.010996987
Threat0.006492125
Severe Toxicity0.0006532669
Low Tox 0.010681152 Constructive 0.741 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 2025 – …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current time. Also question from this video can be asked in form of true/false, so it’s important to pay proper attention to what you reading. Good luck.
Identity Attack0.0020071338
Insult0.0077408776
Profanity0.00950252
Threat0.0062267366
Severe Toxicity0.00051498413
Low Tox 0.009613037 Constructive 0.707
Jan 10, 2026 2 likes Canadian Citizenship Test 2025 – …
Question 317 has a wrong answer, correct answer is 1867, Name Canada became official in 1867. Great practice material though
Question 317 has a wrong answer, correct answer is 1867, Name Canada became official in 1867. Great practice material though
Identity Attack0.0024973555
Insult0.0073798755
Profanity0.009101149
Threat0.005958112
Severe Toxicity0.00041246414
Low Tox 0.009236055 Moderate Con 0.399
Jan 5, 2026 3 likes Canadian Citizenship Test 2025 – …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were from this video much recommended 😊🎉
Identity Attack0.0035147965
Insult0.006657871
Profanity0.010928668
Threat0.006641001
Severe Toxicity0.0007343292
Low Tox 0.008733413 Constructive 0.642
Dec 1, 2025 4 likes Canadian Citizenship Test 2025 – …
Super helpful! Thank you for this video! 🙏 Most questions were True/False and fill-in-the-blanks, with a few MCQs. I scored 20/20 and finished in 5 minutes. Also study the Discover Canada PDF along with this. …
Super helpful! Thank you for this video! 🙏 Most questions were True/False and fill-in-the-blanks, with a few MCQs. I scored 20/20 and finished in 5 minutes. Also study the Discover Canada PDF along with this. Highly recommended!🎉🎉🎉
Identity Attack0.002192123
Insult0.0070473733
Profanity0.009835573
Threat0.006194372
Severe Toxicity0.0005364418
Low Tox 0.00804228 Constructive 0.674
Dec 31, 2025 6 likes Canadian Citizenship Test 2025 – …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to test takers to read official Discover Canada book and watch only this video. Don’t do any other tests just this video! Good luck to everyone!
Identity Attack0.0022013725
Insult0.0066863713
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0006723404
Low Tox 0.007979449 Constructive 0.651
Dec 13, 2025 16 likes Canadian Citizenship Test 2025 – …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 likes Canadian Citizenship Test 2025 – …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were from this but just a heads up that test questions can b tricky so remember the questions as the questions can be asked as answers and the answer can be asked as questions
Identity Attack0.001951637
Insult0.0066388706
Profanity0.010057608
Threat0.006317357
Severe Toxicity0.0005507469
Low Tox 0.007539637 Constructive 0.723 Meta_Commentary
Feb 4, 2026 3 likes Canadian Citizenship Test 2025 – …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out of 20). Got my citizenship second half of July.
Identity Attack0.00258985
Insult0.00648687
Profanity0.009767254
Threat0.0062979385
Severe Toxicity0.0005412102
Low Tox 0.0072569004 Constructive 0.692
Jul 25, 2025 27 likes Canadian Citizenship Test 2025 – …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than repeated practice questions. Still helpful for revision, but definitely prioritize the official book/guide.
Identity Attack0.0018221445
Insult0.0068003717
Profanity0.009476901
Threat0.00598724
Severe Toxicity0.00042200089
Low Tox 0.007099825 Constructive 0.733 Personal_Narrative
Mar 1, 2026 2 likes Canadian Citizenship Test 2025 – …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.