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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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Active: "Same thing is happening here …" 103 comments · Page 4 of 5
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening all over!! Apparently, many places in Europe can’t even build a military because they don’t have anyone to actually fight for Europe due to them all being migrants. Lots of other interesting things I didn’t know. Honestly, it’s kind of heartbreaking to see such beautiful places changed so drastically and becoming so dangerous for everyone. Nothing against the good people, but unfortunately it is not the majority. So much corruption exposed and it goes all the way to the top in every government involved! 💔💔💔
Identity Attack0.057492398
Insult0.034562174
Profanity0.034146797
Threat0.009877442
Severe Toxicity0.004005432
Low Tox 0.11036996 Constructive 0.758
Jan 27, 2026 Inside Canada's Indian Invasion...
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. Canadian people, wake up, Vote Conservatives, Save Canada.
Identity Attack0.029144434
Insult0.032689095
Profanity0.011184863
Threat0.0067834044
Severe Toxicity0.0015544891
Low Tox 0.0926474 Moderate Con 0.388 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
Identity Attack0.06704199
Insult0.020901557
Profanity0.015420608
Threat0.008039144
Severe Toxicity0.0023937225
Low Tox 0.091913216 Constructive 0.563
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
The exact same thing is happening in Australia, there is an estimated over 300,000 people here, mainly Indians that are here illegally. Their visas have expired or have been cancelled and are refusing to leave. …
The exact same thing is happening in Australia, there is an estimated over 300,000 people here, mainly Indians that are here illegally. Their visas have expired or have been cancelled and are refusing to leave. Our government has done nothing to force them to leave.
Identity Attack0.06749674
Insult0.017420914
Profanity0.013576009
Threat0.006874025
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.638 Comparative_Framing
Sep 29, 2025 IRCC Names India in Study …
The first thing that needs to happen is to take the multiculturalism rule out of the charter of rights. Go ahead, be multi cultural but within the 4 walls of your house. If you are …
The first thing that needs to happen is to take the multiculturalism rule out of the charter of rights. Go ahead, be multi cultural but within the 4 walls of your house. If you are unable to assimilate and learn the language and adopt the culture of the place you'd like to potentially call home then perhaps it isn't quite home then is it?
Identity Attack0.036878675
Insult0.018129934
Profanity0.012722028
Threat0.007857903
Severe Toxicity0.0016403198
Low Tox 0.06263174 Moderate Con 0.473 Policy_Critique
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
How about the Emigration problem? Immigration from another country is one thing; Losing a worker to Emigration is another. This is what happened in the Netherlands: After the war, there was massive unemployment. (since not …
How about the Emigration problem? Immigration from another country is one thing; Losing a worker to Emigration is another. This is what happened in the Netherlands: After the war, there was massive unemployment. (since not everyone is fit to work in construction) So we sent 5% of the country away, mostly to Canada. Most everyone who emigrated was fit and of working age. A lot of them where farmers. Twenty years later there was a massive labour shortage. Our country needed fit men of working age. So we got immigrants.
Identity Attack0.02048012
Insult0.022964163
Profanity0.01309778
Threat0.0069905366
Severe Toxicity0.0016498566
Low Tox 0.056758508 Constructive 0.628 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Seeing this video after living in Brampton, this might be the coolest thing that’s happened to our town tbh
Seeing this video after living in Brampton, this might be the coolest thing that’s happened to our town tbh
Identity Attack0.011765319
Insult0.013326911
Profanity0.035399333
Threat0.0115345
Severe Toxicity0.0041007996
Low Tox 0.05378982 Moderate Con 0.457 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for …
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for over 20 jobs, but unfortunately I haven’t received any responses. This has never happened to me before. When I first came to Canada, it felt very safe—you could even leave your door unlocked at night. Things have changed a lot since then. Nowadays, there are many new immigrants and refugees, which has also changed the job market. I’ve noticed that many companies prefer hiring workers with student visas, because the government subsidizes part of their wages. That makes it more cost-effective for companies compared to hiring Canadian workers. I heard this directly from my former manager. As a result, some of my old colleagues now only get one or two days of work per week, while companies continue bringing in new employees.
Identity Attack0.0233943
Insult0.021868404
Profanity0.016001316
Threat0.00704232
Severe Toxicity0.001745224
Low Tox 0.050573748 Constructive 0.796
Aug 25, 2025 26 likes Why Canadians Are Turning Against …
This looks like NZ, same thing happening here
This looks like NZ, same thing happening here
Identity Attack0.019977676
Insult0.014124917
Profanity0.01941724
Threat0.008531082
Severe Toxicity0.0025367737
Low Tox 0.045131154 Moderate Con 0.358 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams as well and possibly day care centers too! Something is going on and no one has done any investigating yet. Please help!!! Thank you for all you do!
Identity Attack0.0035147965
Insult0.02373764
Profanity0.012995303
Threat0.0064597605
Severe Toxicity0.0010967255
Low Tox 0.044883765 Constructive 0.758 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Identity Attack0.0032928092
Insult0.013934915
Profanity0.013371054
Threat0.0070164283
Severe Toxicity0.0010585785
Low Tox 0.028385026 Moderate Con 0.34 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Identity Attack0.00847251
Insult0.0096028885
Profanity0.012346277
Threat0.008789998
Severe Toxicity0.0012493134
Low Tox 0.023906821 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Same thing is happening in Australia
Same thing is happening in Australia
Identity Attack0.011691323
Insult0.008595883
Profanity0.014805742
Threat0.008039144
Severe Toxicity0.0013446808
Low Tox 0.023671126 Moderate Con 0.334
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
The same thing is happening in the UK, Australia and New Zealand!!!
The same thing is happening in the UK, Australia and New Zealand!!!
Identity Attack0.009619443
Insult0.008728883
Profanity0.011936366
Threat0.0073918556
Severe Toxicity0.0012207031
Low Tox 0.02343543 Low Con 0.298 Comparative_Framing
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Same thing is happening here in Australia, and New Zealand. Which are both constitutional monarchies just as Canada is.. It's no "coincidence"
Same thing is happening here in Australia, and New Zealand. Which are both constitutional monarchies just as Canada is.. It's no "coincidence"
Identity Attack0.00899048
Insult0.0115029
Profanity0.010501678
Threat0.006097279
Severe Toxicity0.0007581711
Low Tox 0.022374803 Moderate Con 0.478
Jan 27, 2026 Inside Canada's Indian Invasion...
EU trade deal announced today. The same thing will happen to Germany very soon.
EU trade deal announced today. The same thing will happen to Germany very soon.
Identity Attack0.008435511
Insult0.008709883
Profanity0.012312118
Threat0.008155655
Severe Toxicity0.0010967255
Low Tox 0.021903414 Low Con 0.141 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 a month for a non-trap house apartment, and why are eggs four times the price they were 5 years ago.
Identity Attack0.0049577127
Insult0.009944891
Profanity0.013439372
Threat0.0064985976
Severe Toxicity0.00091552734
Low Tox 0.02048268 Constructive 0.756 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Same thing is happening here in Australia.
Same thing is happening here in Australia.
Identity Attack0.009471451
Insult0.007930879
Profanity0.012107162
Threat0.0073918556
Severe Toxicity0.0010681152
Low Tox 0.01834645 Moderate Con 0.388 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Same thing is happening to all commonwealth countries. You should see Australia
Same thing is happening to all commonwealth countries. You should see Australia
Identity Attack0.0060676485
Insult0.008044879
Profanity0.010552917
Threat0.007029374
Severe Toxicity0.000872612
Low Tox 0.0154562555 Moderate Con 0.346 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...

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.