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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: "Deport indian" 97 comments · Page 2 of 4
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I …
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I didn't speak Indian!!! I'm not working another second until every Indian is deported. I am not training a terrorist to be a normal citizen. They're all saboting scumbags too. Especially the gen z Indians! They are the worst. Lazy, entitled, always on their phones and constantly wonders why white ppl work so hard. Yknow if you work hard your day will go by quicker.
Identity Attack0.5516043
Insult0.5678696
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.562 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
we should deport the indian people who come here to kidnap women to traffick them so many punjabbies are stalkerisg/creepy towards women, they all should get extensive background checks before being allowed in
we should deport the indian people who come here to kidnap women to traffick them so many punjabbies are stalkerisg/creepy towards women, they all should get extensive background checks before being allowed in
Identity Attack0.6007182
Insult0.4339631
Profanity0.34536663
Threat0.44942492
Severe Toxicity0.34927294
Moderate 0.5721988 Moderate Con 0.373 Identity Attack Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport indian
Deport indian
Identity Attack0.6220118
Insult0.33998606
Profanity0.2253223
Threat0.2857609
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.264 Identity Attack Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Deport indian
Deport indian
Identity Attack0.6220118
Insult0.33998606
Profanity0.2253223
Threat0.2857609
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.263 Identity Attack Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep Canada Clean...deport Indians 👍
Keep Canada Clean...deport Indians 👍
Identity Attack0.6458014
Insult0.3486032
Profanity0.079025
Threat0.13363713
Severe Toxicity0.06488878
Moderate 0.56269526 Low Con 0.236 Identity Attack Call_To_Action
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
They hire managers that are Indian and then they hire all Indians. Start boycotting these businesses people. Start pushing the government to deport. This is ridiculous.
They hire managers that are Indian and then they hire all Indians. Start boycotting these businesses people. Start pushing the government to deport. This is ridiculous.
Identity Attack0.44690517
Insult0.5678696
Profanity0.19401662
Threat0.016465442
Severe Toxicity0.022710243
Moderate 0.5566829 Low Con 0.249 Insult Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Deport all indian jeets from canada
Deport all indian jeets from canada
Identity Attack0.6458014
Insult0.38406035
Profanity0.20016506
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5559701 Low Con 0.184 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs MASS DEPORTATIONS IMMEDIATELY. Can’t stand the Indians!!
Canada needs MASS DEPORTATIONS IMMEDIATELY. Can’t stand the Indians!!
Identity Attack0.6227552
Insult0.35161978
Profanity0.10240069
Threat0.13616586
Severe Toxicity0.06101104
Moderate 0.5532103 Low Con 0.214 Identity Attack Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Identity Attack0.46028158
Insult0.5739874
Profanity0.26802593
Threat0.01698343
Severe Toxicity0.02420936
Moderate 0.54823303 Constructive 0.584 Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home. This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home. This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
Identity Attack0.5135796
Insult0.5130944
Profanity0.17803068
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.54823303 Moderate Con 0.306 Identity Attack Insult Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
ALL PUNJABI HAS TI BE DEPORTED..SHAME FOR OTHER INDIANS WHO WORK HARD AND PAY TAXES AND ABIDE THE RULES ….SHAME FUL PEOPLE..
ALL PUNJABI HAS TI BE DEPORTED..SHAME FOR OTHER INDIANS WHO WORK HARD AND PAY TAXES AND ABIDE THE RULES ….SHAME FUL PEOPLE..
Identity Attack0.54996765
Insult0.5678696
Profanity0.29456177
Threat0.33609006
Severe Toxicity0.35368225
Moderate 0.54325575 Moderate Con 0.331 Identity Attack Insult Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Deport all Punjabi Indians and white peoples send them to Ukraine. Fight for ur citizenship.
Deport all Punjabi Indians and white peoples send them to Ukraine. Fight for ur citizenship.
Identity Attack0.6220118
Insult0.36798462
Profanity0.20016506
Threat0.34552678
Severe Toxicity0.16960317
Moderate 0.52811706 Low Con 0.286 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation …
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation and making it a new "India".
Identity Attack0.5504064
Insult0.5130944
Profanity0.09389619
Threat0.020609349
Severe Toxicity0.023082556
Moderate 0.52811706 Moderate Con 0.458 Identity Attack Insult Unverified_Claim
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... …
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... This is stupidity...I did my Masters in London for two years. I promised myself that I would make friends only with students from the UK, Europe, and other countries—except India, experience their culture and then return to India once my studies were finished. I did exactly that.
Identity Attack0.49855098
Insult0.5270482
Profanity0.25915453
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.637 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Remigration now. And to all the Africans and the Muslims trying to cozy upto us White folks, because you happen to hate Indians, please understand that you're next on the deportation list.
Remigration now. And to all the Africans and the Muslims trying to cozy upto us White folks, because you happen to hate Indians, please understand that you're next on the deportation list.
Identity Attack0.6007182
Insult0.37506318
Profanity0.18786818
Threat0.13279422
Severe Toxicity0.05025077
Moderate 0.52007306 Low Con 0.259 Identity Attack Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Deport all Indians that came after 2010
Deport all Indians that came after 2010
Identity Attack0.5948528
Insult0.26395
Profanity0.18171974
Threat0.28890648
Severe Toxicity0.13863131
Moderate 0.51980776 Low Con 0.198 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
Identity Attack0.5948528
Insult0.34203702
Profanity0.1765991
Threat0.114629425
Severe Toxicity0.13599765
Moderate 0.51980776 Low Con 0.175 Identity Attack Identity_Assertion
Sep 30, 2025 IRCC Names India in Study …
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Identity Attack0.6007182
Insult0.36798462
Profanity0.07223598
Threat0.13532294
Severe Toxicity0.034110364
Moderate 0.51869136 Low Con 0.201 Identity Attack Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Find sad people and interview news channels drawing board story cry me a river first deport all Indian
Find sad people and interview news channels drawing board story cry me a river first deport all Indian
Identity Attack0.55044734
Insult0.35333878
Profanity0.17520344
Threat0.34804323
Severe Toxicity0.16233426
Moderate 0.509388 Low Con 0.138 Identity Attack Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Deport indians button ----->
Deport indians button ----->
Identity Attack0.57150364
Insult0.30797598
Profanity0.16217725
Threat0.18913531
Severe Toxicity0.16496792
Moderate 0.5024724 Low Con 0.248 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Identity Attack0.57554024
Insult0.40243408
Profanity0.13697
Threat0.038220957
Severe Toxicity0.023076924
Moderate 0.49139655 Low Con 0.248 Identity Attack Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I am an Indian 🇮🇳 staying in Canada 🇨🇦 from past 20 years saying this..,,deport all Indians who are here after 2021 🙄🙄😡😡
I am an Indian 🇮🇳 staying in Canada 🇨🇦 from past 20 years saying this..,,deport all Indians who are here after 2021 🙄🙄😡😡
Identity Attack0.5612457
Insult0.29855028
Profanity0.11292298
Threat0.13498579
Severe Toxicity0.056527592
Moderate 0.49139655 Moderate Con 0.463 Identity Attack Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 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.