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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: "This has been planned a …" 223 comments · Page 7 of 9
Indians are smarter works harder and family oriented and we plan for future.
Indians are smarter works harder and family oriented and we plan for future.
Identity Attack0.10221587
Insult0.028281843
Profanity0.025360947
Threat0.007935578
Severe Toxicity0.0042152405
Low Tox 0.11140333 Moderate Con 0.461 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
The government is at fault with no plan to fix things in sight
The government is at fault with no plan to fix things in sight
Identity Attack0.015757138
Insult0.037980765
Profanity0.02392626
Threat0.007586042
Severe Toxicity0.0018310547
Low Tox 0.11098998 Low Con 0.125 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out of which they plan to have their "ONE WORLD COMMUNIST GOVERNMENT"......with a drastically reduced WORLD POPULATION ....I.M.H.O.
Identity Attack0.023193322
Insult0.033019636
Profanity0.015283971
Threat0.00951496
Severe Toxicity0.0033187866
Low Tox 0.10956833 Low Con 0.284 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become Canadian citizens, they is how they take our country from us. This was always their plan.
Identity Attack0.06249457
Insult0.030044744
Profanity0.011782649
Threat0.007301235
Severe Toxicity0.0024604797
Low Tox 0.10783285 Moderate Con 0.34
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Identity Attack0.0543092
Insult0.031697463
Profanity0.011219022
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.10696511 Moderate Con 0.39
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education and rules followed lived there. Now I am 18 and it is very sad to see that people who lack basic manners are going there in exchange of money, yes it is true that you cannot bring knowledge and good values in yourself with money, European people and American people should also think about this and should ask questions to their government that why are they bringing these people to get profit in the vote bank or are they very educated people, but looking at the condition it is not true that Their parents may have also taught them basic manners, many Indians do not have the flexibility to change their habits after seeing the country, but they would have had problems with people coming to their country from outside who did not live in the Indian culture, but if they did not live with outsiders and were forbidden to do that, then that would be racism! One should follow whatever religion one wants but see again it should change with the new environment, even in nature when a species migrates to a new place it follows the rules and practices it uses, it does not mean that its genetics change completely.
Identity Attack0.037136484
Insult0.03511308
Profanity0.027683776
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.10609736 Constructive 0.759 Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and …
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and new immigrants then obviously there is a huge problem.
Identity Attack0.06749674
Insult0.025026767
Profanity0.012926984
Threat0.0068999166
Severe Toxicity0.0019550323
Low Tox 0.102626406 Moderate Con 0.354 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Identity Attack0.044612918
Insult0.028722567
Profanity0.0113215
Threat0.008945347
Severe Toxicity0.0024986267
Low Tox 0.09655223 Low Con 0.163 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
The Liberal master plan is turning Canada into Canadastan
The Liberal master plan is turning Canada into Canadastan
Identity Attack0.04332388
Insult0.028502205
Profanity0.018255826
Threat0.007249452
Severe Toxicity0.0024223328
Low Tox 0.09308127 Low Con 0.151 Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I am an Indian, I am working in india and have no plans to settle or even work abroad. I wouldve loved to visit canada but now I'm afraid I'll be treated poorly since I'll …
I am an Indian, I am working in india and have no plans to settle or even work abroad. I wouldve loved to visit canada but now I'm afraid I'll be treated poorly since I'll be judged by my looks, I will be a tourist of course but yeah.
Identity Attack0.06431354
Insult0.022512967
Profanity0.019690514
Threat0.0070034824
Severe Toxicity0.0020313263
Low Tox 0.09308127 Constructive 0.657 Personal_Narrative
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I disagree, this mass migration was planned by G7 countries
I disagree, this mass migration was planned by G7 countries
Identity Attack0.042550452
Insult0.018516673
Profanity0.017914234
Threat0.0074954215
Severe Toxicity0.0025749207
Low Tox 0.08716487 Moderate Con 0.337 Unverified_Claim
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Lol only 296 really it's alot more how the century plan working out for you guys
Lol only 296 really it's alot more how the century plan working out for you guys
Identity Attack0.0074365693
Insult0.0233509
Profanity0.035649836
Threat0.009023022
Severe Toxicity0.0031089783
Low Tox 0.08320791 Low Con 0.285 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Ill-concived & ill-planned policies always backfire. Canada must freeze all types of immigration, at least, for next 5 years & bring the house in order. Otherwise, housing, health-care, education & infrastructure will be exhausted & …
Ill-concived & ill-planned policies always backfire. Canada must freeze all types of immigration, at least, for next 5 years & bring the house in order. Otherwise, housing, health-care, education & infrastructure will be exhausted & eventually collapsed.
Identity Attack0.017867407
Insult0.028832749
Profanity0.011355659
Threat0.008285114
Severe Toxicity0.001745224
Low Tox 0.08083374 Moderate Con 0.376
Dec 25, 2025 Deportations From Canada at Their …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Are they? Are you? Like great 296 people? What's the plan? Give them lollipops?
Are they? Are you? Like great 296 people? What's the plan? Give them lollipops?
Identity Attack0.0066596144
Insult0.02264188
Profanity0.019963788
Threat0.00948907
Severe Toxicity0.002374649
Low Tox 0.0665887 Low Con 0.234 Humor_Satire
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the bucket, we've brought in millions and millions who we don't have space for. If you can't add lanes to our bridges we shouldn't be growing at this pace. How do we get rid of these millions? Are you going to intentionally make this cost as much as possible so that we give up and accept the new normal? You planned this in advance, you don't want Millennials to have kids.
Identity Attack0.010507392
Insult0.026960457
Profanity0.015454767
Threat0.008311004
Severe Toxicity0.002155304
Low Tox 0.06421452 Constructive 0.708
Dec 26, 2025 Deportations From Canada at Their …
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Identity Attack0.031980325
Insult0.023995465
Profanity0.010057608
Threat0.006848133
Severe Toxicity0.0013828278
Low Tox 0.063423134 Moderate Con 0.416 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Identity Attack0.037136484
Insult0.021546122
Profanity0.010330882
Threat0.006925808
Severe Toxicity0.0014591217
Low Tox 0.06263174 Moderate Con 0.417 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in INTERACTING WITH PEOPLE THAT YOU DO NOT TRUST, AS IF YOU CAN TRUST THEM. This NEVER WORKS and always makes a big bizarre mess.
Identity Attack0.0029783275
Insult0.028392024
Profanity0.013678487
Threat0.0062914654
Severe Toxicity0.0012683868
Low Tox 0.06065326 Moderate Con 0.489 Moral_Argument
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
I'm disgusted by Canadians traveling to a country actively threatening and planning on annexing part of our land.
I'm disgusted by Canadians traveling to a country actively threatening and planning on annexing part of our land.
Identity Attack0.056580782
Insult0.010082379
Profanity0.00009764061
Threat0.00041017897
Severe Toxicity0.0000057451257
Low Tox 0.059338395 Moral_Argument
Dec 8, 2025 2 likes
All part of the WEF plan, comrades. The Kalergi plan.
All part of the WEF plan, comrades. The Kalergi plan.
Identity Attack0.014048826
Insult0.018516673
Profanity0.016821137
Threat0.0089712385
Severe Toxicity0.002632141
Low Tox 0.058737632 Low Con 0.173 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Weakening the Western world is part of Modern Equity Theory. Its part of the Globalist plan.
Weakening the Western world is part of Modern Equity Theory. Its part of the Globalist plan.
Identity Attack0.019475231
Insult0.015036922
Profanity0.013371054
Threat0.012906751
Severe Toxicity0.0025749207
Low Tox 0.055768944 Low Con 0.195 Unverified_Claim
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.