Skip to content
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

click to expand

All 13 Dimensions

Score Distribution

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

Comment Explorer

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

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Canada does not need any …" 749 comments · Page 17 of 30
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 should go back and revoke that child's Canadian citizenship be cause it was obtained illegally . It's time to be tough and undo all the fkg mess the liberals have caused and continue to cause to what used to be Canada!
Identity Attack0.10221587
Insult0.06669625
Profanity0.024882717
Threat0.009023022
Severe Toxicity0.0045204163
Low Tox 0.1641865 Moderate Con 0.442
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society ideally can co-exist. The concern is the extreme bullying from new immigrants - INDIANS. I do not see any other nation BULLYING the rest of the population. Lets be honest, the government needs tax paying citizens to support the economy. Canadians stop being polite and speak up.
Identity Attack0.12208464
Insult0.0623257
Profanity0.01887069
Threat0.008531082
Severe Toxicity0.0040626526
Low Tox 0.1641865 Constructive 0.719 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Who needs to visit India when you live in Canada.
Who needs to visit India when you live in Canada.
Identity Attack0.14661247
Insult0.033570543
Profanity0.015181494
Threat0.0065180166
Severe Toxicity0.0039863586
Low Tox 0.16043124 Low Con 0.299 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Canada needs to plug this big hole. This student program has messed up Canada and it's social fabric. Stop it now.
Canada needs to plug this big hole. This student program has messed up Canada and it's social fabric. Stop it now.
Identity Attack0.037394293
Insult0.061276767
Profanity0.03615085
Threat0.015256803
Severe Toxicity0.0048446655
Low Tox 0.16043124 Low Con 0.282 Policy_Critique
Oct 1, 2025 2 likes IRCC Names India in Study …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
We need to stop immigration, get a hold of everything, get Canada back to what it was, THEN open up the doors again to a SELECTED few like it used to be. They need to …
We need to stop immigration, get a hold of everything, get Canada back to what it was, THEN open up the doors again to a SELECTED few like it used to be. They need to know English, learn OUR values and beliefs, HAVE MONEY ALREADY, and add to our society, not take from it.
Identity Attack0.1294935
Insult0.033790905
Profanity0.012004685
Threat0.008738215
Severe Toxicity0.0047302246
Low Tox 0.15987846 Moderate Con 0.348
Aug 29, 2025 Why Canadians Are Turning Against …
omg, you don't need a human smuggler to get from Canada to the US. just go to any wooded border area where there's no official border crossing point and hike over it, gee people are …
omg, you don't need a human smuggler to get from Canada to the US. just go to any wooded border area where there's no official border crossing point and hike over it, gee people are dense.
Identity Attack0.030691283
Insult0.06858205
Profanity0.021945024
Threat0.009592636
Severe Toxicity0.0038909912
Low Tox 0.15822013 Low Con 0.235 Humor_Satire
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who …
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who cannot communicate clearly in English with clients. This has resulted in serious confusion and, on several occasions, situations escalating into violence. Clear communication is essential in healthcare, and this failure puts vulnerable clients at risk. Clients are not being provided with proper meals that meet their dietary needs. Instead, food is often prepared without consideration for the client’s usual diet, which has caused clients to become physically ill. On top of that, basic food safety practices are not being followed at all. To make matters worse, the company does not provide proper foodsafe training, despite it being a legal requirement. There are also major professionalism issues. Some Indians arrive late to work—sometimes by hours—and give excuses with no consequences. I have documented these incidents and reported them to upper management, yet nothing is done. During shifts, 90 percent of Indian staff sit in the office for long periods, leaving clients unattended except for basic cooking. This can go on for days until white staff are scheduled. One incident that really stood out involved a client returning from a doctor’s appointment. When I asked how it went, I was told the client “had something on his head” and needed to use a cream. When I asked what the condition was or whether it was contagious, the Indian staff member did not know what the word contagious meant let me remind you I work in health care. I later learned from the client’s mother that it was a fungal infection information that should have been clearly communicated immediately for everyone’s safety. I am exhausted by the lack of standards, accountability, and training in this workplace. If you are going to work in healthcare in Canada, you must be able to communicate effectively, follow food safety laws, show up on time, and provide proper care. Lowering standards for the Indian population puts vulnerable people at risk, and management allowing this is unacceptable. If your coming to Canada follow are values and beliefs are stay in India.
Identity Attack0.17303948
Insult0.061276767
Profanity0.017845914
Threat0.009592636
Severe Toxicity0.0046920776
Low Tox 0.15766735 Constructive 0.81 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
You need to do one exposing fraud in Canada. I’m sure it’s huge
You need to do one exposing fraud in Canada. I’m sure it’s huge
Identity Attack0.053399716
Insult0.06599696
Profanity0.016547862
Threat0.009126588
Severe Toxicity0.0032806396
Low Tox 0.15766735 Moderate Con 0.355 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason liberal politicians think they need to bring in people from these places who hate us and want to change things. I feel bad for the people who came here to be here genuinely. Nobody can afford anything here now because of being overrun
Identity Attack0.12208464
Insult0.05262003
Profanity0.016547862
Threat0.007094103
Severe Toxicity0.0030708313
Low Tox 0.15711457 Constructive 0.65 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the …
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the language is always an always has been English or French. Yet all the signs i see you put up in your businesses are written in Hindi or Punjabi. I have never seen a Indian owned business with English signs. Do you expect me to just learn your language to accustom you to living in my country? I'm not doing that, and I'm sure nobody else will want to either. If you come here, you need to get yourself adjusted to how we live and learn our language. You're not in India anymore, You're in Canada. I'm not angry at Indians for doing this, I'm angry at Canadians for allowing this.
Identity Attack0.10221587
Insult0.061451588
Profanity0.024882717
Threat0.007249452
Severe Toxicity0.0051498413
Low Tox 0.15656179 Constructive 0.695 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs …
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs belong to indians now. local US engineers are sittings without a job. standford, mit, berkley graduates, all of them jobless.
Identity Attack0.12735364
Insult0.05203446
Profanity0.013336895
Threat0.0069646453
Severe Toxicity0.0033950806
Low Tox 0.15545623 Moderate Con 0.456
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy was spitting FACTS! It’s not racist to want to preserve your culture. Free speech is still alive in canada. UK needs to take note
Bike guy was spitting FACTS! It’s not racist to want to preserve your culture. Free speech is still alive in canada. UK needs to take note
Identity Attack0.054763943
Insult0.06372428
Profanity0.021466793
Threat0.008246276
Severe Toxicity0.0037574768
Low Tox 0.15545623 Moderate Con 0.464 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
I do not blame them. Government looting resources in last 80 years and leaving citizens to dogs. So people are migrating to everywhere. You see them not just in Canada. Tighten the borders. And let …
I do not blame them. Government looting resources in last 80 years and leaving citizens to dogs. So people are migrating to everywhere. You see them not just in Canada. Tighten the borders. And let people come in legally only if needed.
Identity Attack0.05089863
Insult0.070482984
Profanity0.020510335
Threat0.0083886795
Severe Toxicity0.0032806396
Low Tox 0.15545623 Constructive 0.617 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
Identity Attack0.11860296
Insult0.04383647
Profanity0.01941724
Threat0.0067186756
Severe Toxicity0.0030136108
Low Tox 0.15545623 Moderate Con 0.416
Sep 19, 2025 1,246 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can …
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can vote, before they can overwhelm our healthcare system.
Identity Attack0.12208464
Insult0.04090862
Profanity0.012551232
Threat0.0074954215
Severe Toxicity0.003566742
Low Tox 0.15545623 Moderate Con 0.375 Policy_Critique
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If they improve universities in India they don't need to come to Canada
If they improve universities in India they don't need to come to Canada
Identity Attack0.14661247
Insult0.03235855
Profanity0.017094411
Threat0.00704232
Severe Toxicity0.0033569336
Low Tox 0.15435068 Low Con 0.195 Policy_Critique
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs to send back all immigrants it has let into the country for the past 10 years.
Canada needs to send back all immigrants it has let into the country for the past 10 years.
Identity Attack0.12208464
Insult0.030375287
Profanity0.012585391
Threat0.010964886
Severe Toxicity0.0041770935
Low Tox 0.15435068 Low Con 0.175
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians need to stand up for their country. Canada is definitely going in the wrong direction. We need to stop immigration and we need to stop subsidizing immigrants.
Canadians need to stand up for their country. Canada is definitely going in the wrong direction. We need to stop immigration and we need to stop subsidizing immigrants.
Identity Attack0.1294935
Insult0.033019636
Profanity0.011201942
Threat0.008893564
Severe Toxicity0.0035095215
Low Tox 0.1537979 Moderate Con 0.387 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country is in!!! Liberals need to go and right quick! This country needs a real leader!!!
Identity Attack0.08170113
Insult0.056133457
Profanity0.014566627
Threat0.008311004
Severe Toxicity0.0036621094
Low Tox 0.1537979 Moderate Con 0.369
Jan 3, 2026 4 likes New rules, regulations take effect …
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our …
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our entire lives they need to go right now asap! We need our money to go into our people.. into housing and healthcare for the people that have been born and raised here! Not strangers that just landed.
Identity Attack0.10221587
Insult0.061276767
Profanity0.01354185
Threat0.00746953
Severe Toxicity0.003604889
Low Tox 0.15324512 Constructive 0.533 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 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.