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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: "so many of the same …" 1,340 comments · Page 30 of 54
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Identity Attack0.11163961
Insult0.086852804
Profanity0.016069634
Threat0.0086087575
Severe Toxicity0.003528595
Low Tox 0.21241048 Low Con 0.289 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I don't see an invasion but a small town that has a lot of Punjabi migrants that are fleeing the persecution and discrimination but bring money and skills not driving skills and the majority do …
I don't see an invasion but a small town that has a lot of Punjabi migrants that are fleeing the persecution and discrimination but bring money and skills not driving skills and the majority do not want to go to US except that have family there. But the county could issue stricter rules for drivers. The town was less hectic before but having economic uncertainty. The punjabis are not known to be criminals nor lazy people not wanting to live with handy overs from the government. They are family, community and business oriented. Many other punjabis in Central Canada since long a go. They prefer Canada to US most of the times.
Identity Attack0.18546575
Insult0.12702756
Profanity0.030890211
Threat0.009074804
Severe Toxicity0.005607605
Low Tox 0.21241048 Constructive 0.772 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government …
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government and our boomers.
Identity Attack0.16159154
Insult0.083359696
Profanity0.014634945
Threat0.008919456
Severe Toxicity0.0046539307
Low Tox 0.21107252 Constructive 0.587
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect …
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect the rules of that house. I hate people trying to change the rules to their convenience. I know a lot of immigrants just living off the system, I work 2 jobs and the day I was laid off I refused to collect EI out of self respect, why because I knew I could find another job. But many is like they are looking forward to get laid off or fired to collect government benefits. I couldn't believe that the police and military actually modified their customs to allow Indians to wear turbant. I applaud the people that requested in Ontario to do not wear any religious stuff, because people is only Canadian when is convenient, when not they are Muslims, Indians, etc. that's total BS you are Canadian? act like one, be one all the time; if not go back wherever you came from don't bring more problems to a place that already has more than enough
Identity Attack0.16587129
Insult0.07840354
Profanity0.08225787
Threat0.009411395
Severe Toxicity0.0065994263
Low Tox 0.21107252 Constructive 0.715 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many countries in this world.
Identity Attack0.23391083
Insult0.06442356
Profanity0.017572641
Threat0.008841781
Severe Toxicity0.005531311
Low Tox 0.21107252 Moderate Con 0.312 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in to suppress the wage growth.
Identity Attack0.10293542
Insult0.10294484
Profanity0.019690514
Threat0.006815769
Severe Toxicity0.003929138
Low Tox 0.21107252 Moderate Con 0.338 Policy_Critique
Feb 4, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Why such a small reduction? WE NEED TO STOP IMMIGRANTS POURING INTO CANADA NOW. THERE ARE WAY, WAY TOO MANY HERE
Why such a small reduction? WE NEED TO STOP IMMIGRANTS POURING INTO CANADA NOW. THERE ARE WAY, WAY TOO MANY HERE
Identity Attack0.23694818
Insult0.047349896
Profanity0.013336895
Threat0.008841781
Severe Toxicity0.005645752
Low Tox 0.21107252 Low Con 0.236 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
🌈🧬🦄🧬🌈 The Punjabi folks are generally quite hard working and family oriented. They will mostly welcome white people as family too. It is just too many too fast though they agree.
🌈🧬🦄🧬🌈 The Punjabi folks are generally quite hard working and family oriented. They will mostly welcome white people as family too. It is just too many too fast though they agree.
Identity Attack0.25140062
Insult0.045593183
Profanity0.07676199
Threat0.010239923
Severe Toxicity0.008773804
Low Tox 0.20839658 Constructive 0.62 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
How do all these immigrants own so many businesses?????
How do all these immigrants own so many businesses?????
Identity Attack0.2308735
Insult0.043250903
Profanity0.019143965
Threat0.0066345283
Severe Toxicity0.004825592
Low Tox 0.20572066 Low Con 0.283 Question
Aug 26, 2025 13 likes Why Canadians Are Turning Against …
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
Identity Attack0.17226285
Insult0.06302499
Profanity0.04491858
Threat0.012699619
Severe Toxicity0.0075149536
Low Tox 0.20572066 Constructive 0.592 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly too many Filipino there.
Honestly too many Filipino there.
Identity Attack0.2781757
Insult0.04207976
Profanity0.035399333
Threat0.008634649
Severe Toxicity0.0063705444
Low Tox 0.20335422 Moderate Con 0.352 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads …
These immigrants are making life harder for regular Canadians in multiple ways. They often live and work without any legal documentation, supported by landlords and employers who are complicit in these illegal arrangements. This leads to unsafe housing conditions and unregulated workplaces. On the roads, many pay Indian-owned driving schools to bypass the proper tests, and then drive without registration or insurance, contributing to hit-and-runs, unsafe roads, and higher insurance premiums for everyone. In housing, the high number of newcomers increases demand, driving up prices and making it harder for Canadians to afford homes. In employment, corporations like "Singh" Hortons prefer hiring these workers who will accept lower pay, no benefits, and longer, illegal shifts, leaving Canadian youth with fewer job opportunities. Overall, these practices are making life significantly harder for regular Canadians.
Identity Attack0.21866
Insult0.0818789
Profanity0.01846078
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.20335422 Constructive 0.642 Economic_Argument
Sep 30, 2025 IRCC Names India in Study …
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build …
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build and honour housing or infrastructure for the last 30 years. Of course there needs to be reforms on immigration but for the everyday person It’s way easier to blame a random brown guy for high rent than to admit the system is, and has been, broken by design. People have been moving, trading, and mixing for thousands of years.
Identity Attack0.21668483
Insult0.076819435
Profanity0.036401358
Threat0.009074804
Severe Toxicity0.005569458
Low Tox 0.2028889 Constructive 0.804
Jan 27, 2026 Inside Canada's Indian Invasion...
I know a lot of Idians here in Buffalo, NY and many of them go to Canada. University of Buffalo is full of TONS for foreigners! Btw - we have the best chicken wings, should …
I know a lot of Idians here in Buffalo, NY and many of them go to Canada. University of Buffalo is full of TONS for foreigners! Btw - we have the best chicken wings, should pop on over bro!
Identity Attack0.18546575
Insult0.06953252
Profanity0.024882717
Threat0.009437286
Severe Toxicity0.0065231323
Low Tox 0.20242359 Constructive 0.753 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Foreign indian colony is faaaar better then here indian colonies with no facilities like home built in grid pattern, solid roads, footpaths & traffic rules and many more things.
Foreign indian colony is faaaar better then here indian colonies with no facilities like home built in grid pattern, solid roads, footpaths & traffic rules and many more things.
Identity Attack0.23846684
Insult0.06617179
Profanity0.025907494
Threat0.0074824756
Severe Toxicity0.007209778
Low Tox 0.20242359 Moderate Con 0.38
Sep 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a business model and cheap labour it’s all a false economy
Identity Attack0.18235919
Insult0.06634661
Profanity0.017572641
Threat0.006925808
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.499
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, …
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, Inuit, Métis, and many more.. had lived here for thousands of years before Canada even existed. Colonization brought disease, massacres, land theft, and the cultural genocide of residential schools, where countless Indigenous children suffered and died. The Canada these people now claim as their own was built on stolen land and Indigenous blood. And now, the same system they built.... one that preaches democracy, equality, and freedom is biting them back, as people from every corner of the world, including those with darker skin, come to settle, contribute, and rightfully share in what they once stole. History has a way of balancing itself and this time, justice looks a lot more diverse...
Identity Attack0.14661247
Insult0.08831572
Profanity0.016616182
Threat0.012337137
Severe Toxicity0.005760193
Low Tox 0.20126031 Constructive 0.676 Moral_Argument
Oct 27, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)

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.