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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 #}

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

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Active: "This will be the whole …" 327 comments · Page 12 of 14
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This will be the whole of Europe in 5 years. The EU just signed a free trade agreement with india which also includes allowing millions of Indians to study in the EU. We all know …
This will be the whole of Europe in 5 years. The EU just signed a free trade agreement with india which also includes allowing millions of Indians to study in the EU. We all know once they land in the EU, they'll never leave
Identity Attack0.055218685
Insult0.015872927
Profanity0.020851927
Threat0.008362788
Severe Toxicity0.0023174286
Low Tox 0.07371122 Moderate Con 0.386 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm gonna need a whole video interviewing the guy on the bike please and thank you
I'm gonna need a whole video interviewing the guy on the bike please and thank you
Identity Attack0.007473567
Insult0.014884921
Profanity0.026590679
Threat0.020436687
Severe Toxicity0.0038146973
Low Tox 0.06817148 Moderate Con 0.398 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Identity Attack0.04177703
Insult0.01838776
Profanity0.010604155
Threat0.0065180166
Severe Toxicity0.0012302399
Low Tox 0.063027434 Constructive 0.665 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks Tyler for another piece of great journalism! Wow though this makes the whole border situation worse
Thanks Tyler for another piece of great journalism! Wow though this makes the whole border situation worse
Identity Attack0.0055496786
Insult0.025800243
Profanity0.013336895
Threat0.0066733654
Severe Toxicity0.0011110306
Low Tox 0.062236045 Moderate Con 0.496 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It's just a less than 5% of the whole pie! Don't be proud of it!
It's just a less than 5% of the whole pie! Don't be proud of it!
Identity Attack0.0029228306
Insult0.024124376
Profanity0.01620627
Threat0.006770459
Severe Toxicity0.0013065338
Low Tox 0.062236045 Low Con 0.221
Dec 25, 2025 3 likes Deportations From Canada at Their …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working in the hotel that takes away employment opportunities for Canadians. I know first hand that some businesses such as gas stations will only hire immigrants - not Canadian citizens. All they want or talk about is PR, PR, PR. The whole situation is extraordinarily economically harmful for Canadians and our youth.
Identity Attack0.038683333
Insult0.019870255
Profanity0.0098868115
Threat0.006757513
Severe Toxicity0.0016784668
Low Tox 0.06184035 Constructive 0.714
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
Identity Attack0.021786476
Insult0.023221988
Profanity0.01402008
Threat0.0067057298
Severe Toxicity0.0016975403
Low Tox 0.06104896 Low Con 0.208 Comparative_Framing
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
This video is missing a very important piece of content. It has the WHAT but not the WHY. Why was the change done? Why was that choice the wrong choice at the time? Be critical …
This video is missing a very important piece of content. It has the WHAT but not the WHY. Why was the change done? Why was that choice the wrong choice at the time? Be critical of the whole context, please.
Identity Attack0.005364689
Insult0.01767874
Profanity0.019143965
Threat0.007883795
Severe Toxicity0.0018024445
Low Tox 0.05824285 Moderate Con 0.391
Jun 24, 2025 1 likes How Canada broke its immigration …
this is on the whole government. and their liberal way of doing things. when are you going to start talking about all the money going to ukrainie. and how carney is funneling money to them …
this is on the whole government. and their liberal way of doing things. when are you going to start talking about all the money going to ukrainie. and how carney is funneling money to them when brookfield is there with their nuclear plants they want to protect!!
Identity Attack0.009249465
Insult0.02212623
Profanity0.013268576
Threat0.0076119336
Severe Toxicity0.0015640259
Low Tox 0.05354243 Moderate Con 0.319 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I grew up in meadow vale which is next town over from Brampton the whole GTA is invaded, trying to rent a 2 bedroom apt near square one there was a family of 6. It’s …
I grew up in meadow vale which is next town over from Brampton the whole GTA is invaded, trying to rent a 2 bedroom apt near square one there was a family of 6. It’s messed up.
Identity Attack0.006289636
Insult0.024897853
Profanity0.0137468055
Threat0.006874025
Severe Toxicity0.0012874603
Low Tox 0.05255287 Constructive 0.616 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This means the whole county of India is technically Canadian
This means the whole county of India is technically Canadian
Identity Attack0.041261412
Insult0.015872927
Profanity0.01764096
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.051068526 Low Con 0.211
Jan 14, 2026 Canada’s new rules in 2026
wait why did this end so fast? why did you leave and not follow through with the whole thing?
wait why did this end so fast? why did you leave and not follow through with the whole thing?
Identity Attack0.0029968263
Insult0.01632893
Profanity0.019758832
Threat0.008556974
Severe Toxicity0.00166893
Low Tox 0.049584184 Moderate Con 0.353 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
2:07 this is the best opinion in this whole video
2:07 this is the best opinion in this whole video
Identity Attack0.011025362
Insult0.014884921
Profanity0.029050145
Threat0.011172019
Severe Toxicity0.00415802
Low Tox 0.04785245 Moderate Con 0.305 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Identity Attack0.020580608
Insult0.01929015
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0012016296
Low Tox 0.04686289 Moderate Con 0.389
Dec 28, 2025 1 likes Deportations From Canada at Their …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Identity Attack0.0074365693
Insult0.018710041
Profanity0.011150704
Threat0.0070164283
Severe Toxicity0.0014972687
Low Tox 0.046368107 Low Con 0.216 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move to and those that live in have been doing this. Which is unfortunate, it's supposed to be far better than this but peace has made people delusional in a way and started to treat Canada like a resort for their early retirement. While trying to act like they AREN'T retirees.
Identity Attack0.013445892
Insult0.022964163
Profanity0.012482914
Threat0.006051969
Severe Toxicity0.0012874603
Low Tox 0.046368107 Constructive 0.683 Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
This guy in the bike hat could the whole show. All I wanted was to hear more. This guy has to be the open spoken person I have seen.
This guy in the bike hat could the whole show. All I wanted was to hear more. This guy has to be the open spoken person I have seen.
Identity Attack0.0043102503
Insult0.020321451
Profanity0.016752819
Threat0.007197669
Severe Toxicity0.0016403198
Low Tox 0.044141594 Moderate Con 0.493 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This whole video is valid i see it in my daily life
This whole video is valid i see it in my daily life
Identity Attack0.011099357
Insult0.011882903
Profanity0.030389199
Threat0.01254427
Severe Toxicity0.004310608
Low Tox 0.043399423 Moderate Con 0.495
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
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 …
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
Identity Attack0.0023586133
Insult0.013516913
Profanity0.013712646
Threat0.0100069
Severe Toxicity0.0013256073
Low Tox 0.03828422 Low Con 0.239 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …

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.