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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 #}

Comment Explorer

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Active: "then leave." 568 comments · Page 15 of 23
Hello from Canada. There is no labour shortage that is entirely a lie. A vicious evil lie when so many people are unemployed. There is no divide at all. Canadians overwhelming support much tighter immigration …
Hello from Canada. There is no labour shortage that is entirely a lie. A vicious evil lie when so many people are unemployed. There is no divide at all. Canadians overwhelming support much tighter immigration and for people overstaying visa holders to leave when they expire. Getting a student visa obviously doed not mean you get to stay. The previous immjgration system was a disaster and we are suffering for the damage done and will be for a long time.
Identity Attack0.052035484
Insult0.083359696
Profanity0.016342908
Threat0.007754337
Severe Toxicity0.0034713745
Low Tox 0.17718399 Constructive 0.75 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
Bad thing is Good peoples are leaving this country 😔
Bad thing is Good peoples are leaving this country 😔
Identity Attack0.07425626
Insult0.054376744
Profanity0.019895468
Threat0.008582866
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.376 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
How dare you bring up healthcare, you know how messed up our system already is. As a nurse, and I’m not saying that people do not deserve to come to this country, that is absolutely …
How dare you bring up healthcare, you know how messed up our system already is. As a nurse, and I’m not saying that people do not deserve to come to this country, that is absolutely not what I’m saying. I’m saying that our healthcare system is burdened, how can we take care of other people when we can’t afford to even take care of anybody here at this point. Do you know how many patients I have who have immigrated to Canada and their elite 60s and 70s, can’t speak a word of English and didn’t contribute anything to our economy yet their family members leave them in the hospital because they can’t walk and talk the way they used to, and refuse to take them home.
Identity Attack0.03894114
Insult0.07872037
Profanity0.07385241
Threat0.0074824756
Severe Toxicity0.005340576
Low Tox 0.17631748 Constructive 0.726
Jan 9, 2026 Deportations From Canada at Their …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to …
I have been working desperately to leave Canada. I would rather live in a 2nd or 3rd world that doesn't allow their country to be over run by globalist liberal schills. If i'm going to be taxed into oblivion and forced to shell out 200% inflation for everything every year... I can be poor elsewhere thanks.
Identity Attack0.07094744
Insult0.0810151
Profanity0.01887069
Threat0.0074565844
Severe Toxicity0.0037384033
Low Tox 0.17458448 Moderate Con 0.441
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this solve the problem
Identity Attack0.1769227
Insult0.039737478
Profanity0.024062896
Threat0.008077981
Severe Toxicity0.0045776367
Low Tox 0.1693855 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone should leave now
Everyone should leave now
Identity Attack0.027815815
Insult0.029934563
Profanity0.030639706
Threat0.0347677
Severe Toxicity0.0049209595
Low Tox 0.16851899 Moderate Con 0.331
Jan 13, 2026 Canada’s new rules in 2026
They love their country so much but they will die to leave and won’t ever fight for it. Or clean for it
They love their country so much but they will die to leave and won’t ever fight for it. Or clean for it
Identity Attack0.04023018
Insult0.028942931
Profanity0.024541125
Threat0.10236332
Severe Toxicity0.0064086914
Low Tox 0.16765249 Low Con 0.257 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
They come get that 50k and send it back to their country and leave canada and never pay it back.... Wow
They come get that 50k and send it back to their country and leave canada and never pay it back.... Wow
Identity Attack0.11047905
Insult0.036214896
Profanity0.0137468055
Threat0.0083886795
Severe Toxicity0.003967285
Low Tox 0.16678599 Low Con 0.219
Jun 30, 2019 How much do refugees and …
Non compliant will never leave Canada. Please stop this ill concived immigration/foreign student policy, or Canada will gradually be faded in history.
Non compliant will never leave Canada. Please stop this ill concived immigration/foreign student policy, or Canada will gradually be faded in history.
Identity Attack0.09162762
Insult0.06889887
Profanity0.011902207
Threat0.008945347
Severe Toxicity0.0030136108
Low Tox 0.16678599 Low Con 0.218 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Identity Attack0.13377325
Insult0.035333443
Profanity0.013780965
Threat0.0101363575
Severe Toxicity0.004386902
Low Tox 0.165053 Low Con 0.216 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
THANK ALL OF THE TRUDEAU AND CARNEY VOTERS. YOU CAUSED THIS AND THINGS WILL GET WORSE. OUR HIGH TAXES GO TO THESE ASYLUM SEEKERS AND NEW COMERS THAT ARE RECEIVING ALL THE GOVERNMENT FUNDING. WE …
THANK ALL OF THE TRUDEAU AND CARNEY VOTERS. YOU CAUSED THIS AND THINGS WILL GET WORSE. OUR HIGH TAXES GO TO THESE ASYLUM SEEKERS AND NEW COMERS THAT ARE RECEIVING ALL THE GOVERNMENT FUNDING. WE ARE GETTING MORE AND MORE BU THE DAY AND OUR TAXES WILL CONTINUE TO GO UP. WHAT DO WE DO? LEAVE CANADA AND STOP PAYING THESE TAXES TO SUPPORT THIS?????
Identity Attack0.05612817
Insult0.06921569
Profanity0.013234417
Threat0.0074306927
Severe Toxicity0.003967285
Low Tox 0.16245349 Moderate Con 0.39 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
It’s not just Indians but liberals do the same thing when they leave
It’s not just Indians but liberals do the same thing when they leave
Identity Attack0.15303208
Insult0.04149419
Profanity0.036401358
Threat0.008582866
Severe Toxicity0.004043579
Low Tox 0.16098402 Low Con 0.239 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Add Hindu Tax. They will leave.
Add Hindu Tax. They will leave.
Identity Attack0.12440576
Insult0.033019636
Profanity0.017572641
Threat0.010680079
Severe Toxicity0.005378723
Low Tox 0.15987846 Low Con 0.122 Humor_Satire
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
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 …
They come, leaving little curry dumps all over a public beach then scurry off to there home.
They come, leaving little curry dumps all over a public beach then scurry off to there home.
Identity Attack0.007288578
Insult0.0670459
Profanity0.032142747
Threat0.013702838
Severe Toxicity0.004310608
Low Tox 0.15932569 Low Con 0.273 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I have ti give some context here especaly w the Punjab's and sheiks- they are a heavily persecuted community in Both india and Pakistan, there state of Punjab was split into 2 during the partition, …
I have ti give some context here especaly w the Punjab's and sheiks- they are a heavily persecuted community in Both india and Pakistan, there state of Punjab was split into 2 during the partition, and they often end up getting in the crossfire between the Muslims and Hindus sadly hence why they are eager to leave
Identity Attack0.18313584
Insult0.058475737
Profanity0.043916557
Threat0.012906751
Severe Toxicity0.0065612793
Low Tox 0.1587729 Constructive 0.734 Moral_Argument
Jan 27, 2026 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...
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)
what are laws and rules if they aren't enforces? visas might be expired but if they aren't leaving, they're still here, working illegally, doing extortion threats, drug deals, whatsoever
what are laws and rules if they aren't enforces? visas might be expired but if they aren't leaving, they're still here, working illegally, doing extortion threats, drug deals, whatsoever
Identity Attack0.034300596
Insult0.046764325
Profanity0.017709278
Threat0.017846745
Severe Toxicity0.0036621094
Low Tox 0.15435068 Moderate Con 0.329
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
This report is very biased, Canada took 100 times more immigrants, now they can not fit everyone in, so people have to leave, the government profited, blame Trudeau!!
This report is very biased, Canada took 100 times more immigrants, now they can not fit everyone in, so people have to leave, the government profited, blame Trudeau!!
Identity Attack0.058401883
Insult0.06337463
Profanity0.012073003
Threat0.007547205
Severe Toxicity0.002632141
Low Tox 0.15435068 Moderate Con 0.417 Policy_Critique
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
Shout down the money taps. And watch them all leave.
Shout down the money taps. And watch them all leave.
Identity Attack0.0059936526
Insult0.029934563
Profanity0.020988565
Threat0.108496375
Severe Toxicity0.0048065186
Low Tox 0.15269235 Low Con 0.145 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Identity Attack0.10221587
Insult0.036435258
Profanity0.047173142
Threat0.0064468146
Severe Toxicity0.0035476685
Low Tox 0.15103401 Moderate Con 0.424 Unverified_Claim
Jan 19, 2026 2.9 million Canadian temporary visas …

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.