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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: "Why do they say we …" 1,368 comments · Page 46 of 55
Everybody agrees is the cons way of saying that they have no clue who agrees. They are definitely more American than Canadian at this point. The floor crossershave seen this and decided to be Canadian …
Everybody agrees is the cons way of saying that they have no clue who agrees. They are definitely more American than Canadian at this point. The floor crossershave seen this and decided to be Canadian again.
Identity Attack0.035847444
Insult0.029053112
Profanity0.013029462
Threat0.006246155
Severe Toxicity0.0016021729
Low Tox 0.079250954 Low Con 0.242 Identity_Assertion
Feb 24, 2026 'We do know that there's …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you go to Minnesota and its like Somalia , soon they will say theres no need for countries
Identity Attack0.04796442
Insult0.021159383
Profanity0.012380436
Threat0.007094103
Severe Toxicity0.0019741058
Low Tox 0.07845957 Moderate Con 0.328 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
As a teen Pakistani Canadian who was born in Canada I totally agree, to move countries is to adapt to new ways of living, new values and respecting lands on which they inhabit. Indians mostly …
As a teen Pakistani Canadian who was born in Canada I totally agree, to move countries is to adapt to new ways of living, new values and respecting lands on which they inhabit. Indians mostly come here and start living the way they used to effectively turning Canada into new India… all I’m saying is I don’t mind respectful people but if you come here acting like it’s your motherland you need to learn to respect the culture and land here.
Identity Attack0.06385879
Insult0.021868404
Profanity0.013576009
Threat0.006479179
Severe Toxicity0.0021457672
Low Tox 0.07845957 Constructive 0.782 Personal_Narrative
Mar 1, 2026 Inside Canada's Indian Invasion...
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. …
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. It’s no different than any other country. Great video.
Identity Attack0.058856625
Insult0.022512967
Profanity0.015454767
Threat0.0072106146
Severe Toxicity0.0022220612
Low Tox 0.077668175 Constructive 0.709 Personal_Narrative
Sep 19, 2025 98 likes Inside Canada's Indian Metropolis (Brampton)
The guy on the bike say it is safety but he got 2 locks for his bike😂😂
The guy on the bike say it is safety but he got 2 locks for his bike😂😂
Identity Attack0.005512681
Insult0.01890341
Profanity0.022901481
Threat0.008738215
Severe Toxicity0.0029945374
Low Tox 0.077668175 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m 52 n I can tell u it started back when I was in high school not saying it hasn’t gotten worse but it’s not just a thing that started in the last couple yrs …
I’m 52 n I can tell u it started back when I was in high school not saying it hasn’t gotten worse but it’s not just a thing that started in the last couple yrs !
Identity Attack0.0073995716
Insult0.021288296
Profanity0.031140719
Threat0.0074436385
Severe Toxicity0.0026130676
Low Tox 0.07687678 Constructive 0.585 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What …
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What does that say about the current situation? Asian Canadians tend to assimilate much better than other groups and it took a group of them a long time to do partially do so. How are the tens of thousands of people doing that hate us and our culture?
Identity Attack0.04693319
Insult0.023995465
Profanity0.012448754
Threat0.006576272
Severe Toxicity0.001449585
Low Tox 0.07608539 Constructive 0.648
Oct 23, 2018 2 likes How much do refugees and …
Heard the government say they are “new canadians” 🤣
Heard the government say they are “new canadians” 🤣
Identity Attack0.04667538
Insult0.023479814
Profanity0.016479544
Threat0.0068416605
Severe Toxicity0.0026893616
Low Tox 0.075294 Low Con 0.285 Humor_Satire
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, don't work in a skilled profession, and don't engage with the Canadian community or culture. To expand on that, I have a great job in construction estimating on $85k a year, I speak fluent english (of course), I rent my own condo, my partner is Canadian and I have multiple Canadian friends. Yet, still I'm not convinced my PR visa will ever be granted. Then I walk into Tim Hortons or Subway and the foreign workers there can't understand a word I'm saying... how is that right??
Identity Attack0.027815815
Insult0.030595649
Profanity0.016103793
Threat0.0066668927
Severe Toxicity0.001964569
Low Tox 0.075294 Constructive 0.831
Sep 23, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
I have met some really decent Indians. I do have to say that I wish they would speak English to each other in public though, when in the service industry, for those of us that …
I have met some really decent Indians. I do have to say that I wish they would speak English to each other in public though, when in the service industry, for those of us that don't understand what they are saying.
Identity Attack0.05976611
Insult0.021610579
Profanity0.022764845
Threat0.007961469
Severe Toxicity0.0019931793
Low Tox 0.07291982 Constructive 0.757 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
16:06 he was saying lemme talk to u
16:06 he was saying lemme talk to u
Identity Attack0.007288578
Insult0.01640493
Profanity0.03765389
Threat0.011172019
Severe Toxicity0.0035476685
Low Tox 0.07291982 Moderate Con 0.326 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Dude with the bike was saying what everyone’s thinking 😂
Dude with the bike was saying what everyone’s thinking 😂
Identity Attack0.0047727237
Insult0.02618698
Profanity0.020578653
Threat0.008634649
Severe Toxicity0.0025367737
Low Tox 0.07291982 Moderate Con 0.364 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I wouldn't say America is the greatest country in the world th
I wouldn't say America is the greatest country in the world th
Identity Attack0.035589635
Insult0.019483518
Profanity0.022833163
Threat0.007754337
Severe Toxicity0.0024414062
Low Tox 0.07212844 Moderate Con 0.388
Jan 27, 2026 Inside Canada's Indian Invasion...
bringing in foreigners to grow the military -- people who are saying this don't have a clue about what the actual threats we face now and are likely to face in the near future OR …
bringing in foreigners to grow the military -- people who are saying this don't have a clue about what the actual threats we face now and are likely to face in the near future OR why people fight for THEIR country
Identity Attack0.032753747
Insult0.020837102
Profanity0.0127561875
Threat0.009463178
Severe Toxicity0.0017642975
Low Tox 0.071337044 Moderate Con 0.398 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
When you say “greatest country on earth” what is it exactly you’re great at? 🤣
Identity Attack0.008509507
Insult0.022899706
Profanity0.023379711
Threat0.006110225
Severe Toxicity0.0018405914
Low Tox 0.069754265 Low Con 0.22 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Identity Attack0.030175667
Insult0.027841117
Profanity0.015557245
Threat0.0067316215
Severe Toxicity0.001964569
Low Tox 0.069754265 Constructive 0.68 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
the guy is the safety vest is saying the quiet part out loud good for him
the guy is the safety vest is saying the quiet part out loud good for him
Identity Attack0.005401687
Insult0.024897853
Profanity0.025360947
Threat0.009230154
Severe Toxicity0.0024795532
Low Tox 0.069754265 Moderate Con 0.373 Meta_Commentary
Jan 28, 2026 91 likes Inside Canada's Indian Invasion...
We need to start making them want to leave , just saying...
We need to start making them want to leave , just saying...
Identity Attack0.015757138
Insult0.01617693
Profanity0.014703264
Threat0.015774792
Severe Toxicity0.0022888184
Low Tox 0.06896287 Low Con 0.269 Call_To_Action
Jul 5, 2025 2 likes How Canada broke its immigration …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised here, and when I’m in Brampton and walk into a Circle K, people start speaking to me in Hindi or Punjabi right away — it’s a trip. At the same time, I’m not saying everyone coming is bad. A lot of international students and new immigrants are hardworking people who want to build a better life. But plenty are also gaming the system. The real issue is that Canada messed up by letting in too many at once, with no structure to help them assimilate. When there’s no integration, no surprise people just act like they’re back home.
Identity Attack0.037909906
Insult0.02618698
Profanity0.015693882
Threat0.007301235
Severe Toxicity0.0018024445
Low Tox 0.067380086 Constructive 0.77 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Seriously you still don’t know why, try doing some research on the topic: how much international students pay as tuition fee. I read somewhere that it was about $50 billion. So when government is getting …
Seriously you still don’t know why, try doing some research on the topic: how much international students pay as tuition fee. I read somewhere that it was about $50 billion. So when government is getting that much money why would they say no to immigrants.
Identity Attack0.03919895
Insult0.019419061
Profanity0.011714331
Threat0.0065180166
Severe Toxicity0.0014209747
Low Tox 0.067380086 Moderate Con 0.367
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
Identity Attack0.018470341
Insult0.021159383
Profanity0.012517073
Threat0.008026198
Severe Toxicity0.0015640259
Low Tox 0.0665887 Moderate Con 0.438 Policy_Critique
Nov 20, 2025 17 likes Thousands of refugees allowed into …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
14:52 as a Catholic in Toronto, I greatly appreciate what this man says about faith. I have strong reservations about immigration, but it's guys like him who make me think twice
14:52 as a Catholic in Toronto, I greatly appreciate what this man says about faith. I have strong reservations about immigration, but it's guys like him who make me think twice
Identity Attack0.038167715
Insult0.02425329
Profanity0.011543535
Threat0.006149062
Severe Toxicity0.0012397766
Low Tox 0.06500591 Constructive 0.788
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 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.