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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: "how did you get a …" 2,660 comments · Page 50 of 107
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in from a certain ethnicity, Elon helped cover this all up when he took over DOGE. It was a diversion. We are second in power now, they have infiltrated the USA from within. Every wonder why you didn't get to vote on it? Their plan is this, convince America migrants are good and to accept them, water down the nation to weaken them, it becomes racist to say anything against them, weaponize the police against them, and implement laws criticizing it, make it impossible to say in the workplace. Then you basically win for the enemy of Whites. America has been occupied, we are officially under a foreign dictatorship like Russia. Look who controls Russia, it's not Whites...
Identity Attack0.28034934
Insult0.16551061
Profanity0.033645786
Threat0.012285355
Severe Toxicity0.01121521
Low Tox 0.2854835 Moderate Con 0.441 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Get out of Canada !!!!!! We are full ....
Get out of Canada !!!!!! We are full ....
Identity Attack0.2308735
Insult0.08558089
Profanity0.027820412
Threat0.012130005
Severe Toxicity0.009994507
Low Tox 0.2854835 Low Con 0.283 Call_To_Action
Oct 27, 2025 Why Canadians Are Turning Against …
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's …
Richmond Hill and Scarborough in Ontario and Richmond in BC are largely Asian Woodstock ON is largely Italian So, when the Canadian government (particularly a drama teacher turned prime minister) allowed and gave LEGAL VISA's to thousands of economic migrants from India with no questions asked, what responsibility and accountability do Canadian voters demand from their own governments - both federal and provincial? While it's easy to videotape borderline racism and bigotry directed at immigrants from any one background or national origin (which is understandable btw), why not go interview videotape Sean Fraser and others like him who allowed (and signed off) this to occur in the first place? See what nuggets of wisdom you get from your own government perhaps.
Identity Attack0.2331515
Insult0.23237456
Profanity0.025087673
Threat0.009126588
Severe Toxicity0.0077438354
Low Tox 0.2854835 Constructive 0.621 Policy_Critique
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada …
you see every imigrants were not indian,hindu,sikh there are few europeans too but they're christians and white they will never get hate just like brown people and yes the influx of imigrant is huge now....canada has always welcomed imigrants and refugees now its their time to do it in a limit and moderate
Identity Attack0.36873037
Insult0.0816321
Profanity0.022218296
Threat0.008181547
Severe Toxicity0.008964539
Low Tox 0.28548008 Constructive 0.637 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Get King Charles to release Crown land so more housing can be provided. This would lower the price of houses across the country. Why should the Monarchy own nearly 90% of the land in Canada? …
Get King Charles to release Crown land so more housing can be provided. This would lower the price of houses across the country. Why should the Monarchy own nearly 90% of the land in Canada? It’s insane.
Identity Attack0.02138452
Insult0.26957804
Profanity0.026317406
Threat0.007573096
Severe Toxicity0.0033187866
Low Tox 0.28548008 Moderate Con 0.464
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
How about stop flooding the country with immigrant getting a free ride.
How about stop flooding the country with immigrant getting a free ride.
Identity Attack0.2877625
Insult0.0836065
Profanity0.017914234
Threat0.009929225
Severe Toxicity0.0075912476
Low Tox 0.28548008 Low Con 0.167 Policy_Critique
Jan 19, 2026 Canada’s new rules in 2026
BS . A muslim family of 6 gets $24,000 per month in welfare, no strings, plus free housing and free health care to boot.
BS . A muslim family of 6 gets $24,000 per month in welfare, no strings, plus free housing and free health care to boot.
Identity Attack0.2877625
Insult0.0838533
Profanity0.10611444
Threat0.010835429
Severe Toxicity0.01322045
Low Tox 0.28548008 Moderate Con 0.313
Dec 6, 2017 4 likes How much do refugees and …
IT'S NOT ONLY INDIANS, IT'S CHINESE WHO WORK SILENTLY AND CLEVERLY TO GET WHAT THEY WANT OUT OF A COUNTRY.
IT'S NOT ONLY INDIANS, IT'S CHINESE WHO WORK SILENTLY AND CLEVERLY TO GET WHAT THEY WANT OUT OF A COUNTRY.
Identity Attack0.3072352
Insult0.081508696
Profanity0.059447967
Threat0.01086132
Severe Toxicity0.013607788
Low Tox 0.28548008 Moderate Con 0.302 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Indians are very ethno-centric. When they get in a place, they only hire fellow Indians. That's what's happening in the tech industry in the US.
Indians are very ethno-centric. When they get in a place, they only hire fellow Indians. That's what's happening in the tech industry in the US.
Identity Attack0.36702603
Insult0.089778624
Profanity0.044417568
Threat0.008738215
Severe Toxicity0.010604858
Low Tox 0.28547668 Moderate Con 0.487 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work properly or look for jobs in India; they just prefer going to Canada. I don’t know what kind of jobs they get there. Some of them go there depending on relatives, and some go illegally, which is completely wrong. Because I want to say one true thing about Indian people: there is very little civic sense in India. Yes, if they belong to the upper class, then they may have some civic sense, but in the lower and middle class, civic sense is very low. That’s why wherever they go, they behave the same way they think, without caring that they are in another country. They don’t care about respecting that country or adjusting to its culture. Instead, they try to impose their own culture everywhere. They want to create their own space everywhere and put their own things everywhere. But if foreigners come to India and live here permanently, they just do their work and live normally. Even if they do something publicly to promote their own culture, Indians will immediately go against them. But I haven’t seen the same reaction outside. People there should also oppose this; otherwise, Indians will really spread everywhere in the same way.
Identity Attack0.36702603
Insult0.16773392
Profanity0.062454045
Threat0.009644418
Severe Toxicity0.012359619
Low Tox 0.28547668 Constructive 0.67 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 Why Canadians Are Turning Against …
Universities and certification are only good for doctors and lawyers. Useless for many fields. Finish your high school, have a road map, start slow, join a small firm in your area of interest, study hard, …
Universities and certification are only good for doctors and lawyers. Useless for many fields. Finish your high school, have a road map, start slow, join a small firm in your area of interest, study hard, apply what you learned. As soon as you gain confidence, change jobs, get promotions. Don’t stay in comfort zone. That’s your enemy. When I listen old people whining, “I worked 20 years for this company and they fired me!.” It astonishes me. Why are they doing same thing, at same place for so long?? Nothing in this universe lasts forever.
Identity Attack0.020178653
Insult0.26957804
Profanity0.057443913
Threat0.0074954215
Severe Toxicity0.0047683716
Low Tox 0.28547668 Constructive 0.664 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
The First Nation community is getting sick of them as well
The First Nation community is getting sick of them as well
Identity Attack0.17303948
Insult0.16780703
Profanity0.08128801
Threat0.010990778
Severe Toxicity0.006904602
Low Tox 0.28547668 Moderate Con 0.338 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them OUT!!! I WANT ALL 2 MILLION GONE! It's IN (my) PUBLIC *interest*!! So get them GONE!
Get them OUT!!! I WANT ALL 2 MILLION GONE! It's IN (my) PUBLIC *interest*!! So get them GONE!
Identity Attack0.05612817
Insult0.07745308
Profanity0.06345607
Threat0.13515437
Severe Toxicity0.01393057
Low Tox 0.28547668 Moderate Con 0.305 Call_To_Action
Dec 25, 2025 Deportations From Canada at Their …
You have to get used to indian people here in Canada 🇨🇦 and do you know why because with the global warming India 🇮🇳 will become unlivable.
You have to get used to indian people here in Canada 🇨🇦 and do you know why because with the global warming India 🇮🇳 will become unlivable.
Identity Attack0.36702603
Insult0.07840354
Profanity0.022218296
Threat0.011974656
Severe Toxicity0.009613037
Low Tox 0.28547668 Moderate Con 0.34
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Congrats on getting bedbugs from that place you slept in
Congrats on getting bedbugs from that place you slept in
Identity Attack0.011543332
Insult0.12521741
Profanity0.078378424
Threat0.014566151
Severe Toxicity0.012435913
Low Tox 0.28547668 Moderate Con 0.436 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
New Zealand is under attack due to Chris Luxton, the prime minister. A few is ok, but now it’s getting out of control. Americans are the next problem, running from what they asked and voted …
New Zealand is under attack due to Chris Luxton, the prime minister. A few is ok, but now it’s getting out of control. Americans are the next problem, running from what they asked and voted for. Just stay home we don’t want you. Canadians are welcome.
Identity Attack0.28034934
Insult0.13969865
Profanity0.0157622
Threat0.013528148
Severe Toxicity0.009002686
Low Tox 0.28547668 Moderate Con 0.361 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I am an Indian. Many of the new comers from the North of India , whether students or immigrants, do not speak English fluently. Some, especially the Punjabis, cannot even read and speak even a …
I am an Indian. Many of the new comers from the North of India , whether students or immigrants, do not speak English fluently. Some, especially the Punjabis, cannot even read and speak even a single sentence in English. They bribe the immigration officials and get the IELTS certificate for whichever score/band they need. Some of them have a criminal background. When the inquiry for background check comes up, they bribe the police to get a clean certificate... and they all immigrate to Canada, Australia, New Zealand and other Western countries. Every other brown skinned people gets hated and embarrassed because of these people. I have a strong feeling that many in IRCC are of Indian decent and they help these people. These people are racists, arrogant, selfish, greedy, rude, disrespectful, uncivilized and mostly unintellectual. They don't even respect people from other parts of India.
Identity Attack0.31892163
Insult0.16824563
Profanity0.048175167
Threat0.0113014765
Severe Toxicity0.01121521
Low Tox 0.2854733 Constructive 0.58
Sep 28, 2025 1 likes IRCC Names India in Study …
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and …
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and overthrew that government by force. Carney, tread carefully. Because Canadians will soon replace despair with anger. And historically, Canadians during war time or backed into a corner, and left with no other option, are vicious.
Identity Attack0.14019285
Insult0.25602314
Profanity0.022696527
Threat0.009411395
Severe Toxicity0.0049972534
Low Tox 0.2854733 Moderate Con 0.482 Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Well..when you put a good ammount of Indians in charge of key immigration positions...THIS 8s what you get. Sadly its already way beyond repair..welcome to Canindia!!
Well..when you put a good ammount of Indians in charge of key immigration positions...THIS 8s what you get. Sadly its already way beyond repair..welcome to Canindia!!
Identity Attack0.31015682
Insult0.1087965
Profanity0.04516909
Threat0.010887212
Severe Toxicity0.012359619
Low Tox 0.2854733 Low Con 0.278 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Democrats/Liberals/Labour love mass immigration because they get votes out of it Republicans/Conservatives/Tories love mass immigration because they get cheap slave labor out of it
Democrats/Liberals/Labour love mass immigration because they get votes out of it Republicans/Conservatives/Tories love mass immigration because they get cheap slave labor out of it
Identity Attack0.23694818
Insult0.11797678
Profanity0.04742365
Threat0.010032792
Severe Toxicity0.009536743
Low Tox 0.2854733 Low Con 0.252 Policy_Critique
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
Get out Get out Get out!
Get out Get out Get out!
Identity Attack0.008546505
Insult0.09563028
Profanity0.054437835
Threat0.028897164
Severe Toxicity0.00869751
Low Tox 0.2854733 Moderate Con 0.307 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
Get out
Get out
Identity Attack0.012541492
Insult0.09563028
Profanity0.09324962
Threat0.028379176
Severe Toxicity0.008850098
Low Tox 0.2854733 Moderate Con 0.417
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Get them out! If they were rejected, they dont belong here, and we don't need to pay for them. No more hotels, no more free services, NO MORE! Do it!
Get them out! If they were rejected, they dont belong here, and we don't need to pay for them. No more hotels, no more free services, NO MORE! Do it!
Identity Attack0.16159154
Insult0.08212569
Profanity0.022354934
Threat0.058503386
Severe Toxicity0.0118255615
Low Tox 0.2854699 Low Con 0.292 Call_To_Action
Feb 23, 2026 1 likes 'We do know that there's …
And stole all of our opportunities and get massive cheques from the government. Go home.
And stole all of our opportunities and get massive cheques from the government. Go home.
Identity Attack0.007547563
Insult0.18977246
Profanity0.022013342
Threat0.017674083
Severe Toxicity0.0061035156
Low Tox 0.2854699 Low Con 0.203 Fear_Threat
Jan 27, 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.