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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: "From Canada. This is the …" 6,088 comments · Page 105 of 244
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
These people are ruining our country and we’re the ones paying them to do it. Best play is to leave now while we still can. Canada is gone
Identity Attack0.10221587
Insult0.16831873
Profanity0.020032106
Threat0.031314444
Severe Toxicity0.0066375732
Low Tox 0.2854835 Low Con 0.294
Jan 27, 2026 Inside Canada's Indian Invasion...
Hopefully Canada will start looking like Canada again. Canada will be declared an Islamic country if we keep this up.
Hopefully Canada will start looking like Canada again. Canada will be declared an Islamic country if we keep this up.
Identity Attack0.35624164
Insult0.07365121
Profanity0.020032106
Threat0.014738814
Severe Toxicity0.01121521
Low Tox 0.2854835 Low Con 0.179 Fear_Threat
Dec 27, 2025 2 likes Deportations From Canada at Their …
I'M FROM INDIA. PEOPLE OF CANADA DO SOMETHING BEFORE ITS TO LATE. CHASE THEM AWAY OUT WHO IS NOT A CITIZEN OF CANADA.
I'M FROM INDIA. PEOPLE OF CANADA DO SOMETHING BEFORE ITS TO LATE. CHASE THEM AWAY OUT WHO IS NOT A CITIZEN OF CANADA.
Identity Attack0.27875587
Insult0.07555214
Profanity0.023243073
Threat0.13815513
Severe Toxicity0.014576134
Low Tox 0.2854835 Moderate Con 0.387
Oct 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Jagmeatsing was allowed to import his entire family bloodline to Canada for proping up Trudeou and his destruction on Canada
Jagmeatsing was allowed to import his entire family bloodline to Canada for proping up Trudeou and his destruction on Canada
Identity Attack0.04951127
Insult0.24287975
Profanity0.021330157
Threat0.042662576
Severe Toxicity0.008773804
Low Tox 0.2854835 Low Con 0.197
Jan 27, 2026 Inside Canada's Indian Invasion...
2060 your takin over??? Listen here eyebrows!! How about a poke in the teeth.. this is canada!!! Not What what ever you think it is in your backwards mind.. don't be repeating those words to …
2060 your takin over??? Listen here eyebrows!! How about a poke in the teeth.. this is canada!!! Not What what ever you think it is in your backwards mind.. don't be repeating those words to the wrong people I'm telling yah.
Identity Attack0.03249594
Insult0.24287975
Profanity0.027820412
Threat0.021127338
Severe Toxicity0.009918213
Low Tox 0.2854835 Low Con 0.279
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Identity Attack0.36702603
Insult0.13064787
Profanity0.024541125
Threat0.007948523
Severe Toxicity0.011138916
Low Tox 0.2854835 Low Con 0.18 Fear_Threat
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I don't mind Canadian people living in Canada if they live by the Indian rules. Else, they can just go back to Europe.
I don't mind Canadian people living in Canada if they live by the Indian rules. Else, they can just go back to Europe.
Identity Attack0.35624164
Insult0.082619295
Profanity0.028503597
Threat0.009592636
Severe Toxicity0.008735657
Low Tox 0.2854835 Moderate Con 0.464
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
Identity Attack0.36702603
Insult0.0806213
Profanity0.032643758
Threat0.007081157
Severe Toxicity0.007247925
Low Tox 0.2854835 Moderate Con 0.311 Question
Dec 17, 2025 Inside Canada's Indian Metropolis (Brampton)
The guy who said he'd pick motherland Punjab. Then why are you in Canada?!? These people are infuriating.
The guy who said he'd pick motherland Punjab. Then why are you in Canada?!? These people are infuriating.
Identity Attack0.10221587
Insult0.24928534
Profanity0.021330157
Threat0.007819066
Severe Toxicity0.0044441223
Low Tox 0.28548008 Moderate Con 0.388 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
its out of control especially the new young arrivals totally entitled they come right out and say they are going to take over canada plus now we have the punjabi mafia crime its off the …
its out of control especially the new young arrivals totally entitled they come right out and say they are going to take over canada plus now we have the punjabi mafia crime its off the charts
Identity Attack0.28622448
Insult0.16831873
Profanity0.026180768
Threat0.011146127
Severe Toxicity0.008926392
Low Tox 0.28548008 Moderate Con 0.308
Jan 27, 2026 Inside Canada's Indian Invasion...
As an immigrant, don't turn Canada to India or any other third world country. I won't visit India even for tourism, the same for the majority of the african countries. Anyone who wants to live …
As an immigrant, don't turn Canada to India or any other third world country. I won't visit India even for tourism, the same for the majority of the african countries. Anyone who wants to live as he was in his original country, go back. Thanks.
Identity Attack0.36702603
Insult0.0836065
Profanity0.016342908
Threat0.007624879
Severe Toxicity0.010375977
Low Tox 0.28548008 Constructive 0.552
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
This guy is just jealous that Indian Immigrants are the highest earning community in both US and Canada. Indians earn way more than avg American or Canadian or even any other immigrant community. The entire …
This guy is just jealous that Indian Immigrants are the highest earning community in both US and Canada. Indians earn way more than avg American or Canadian or even any other immigrant community. The entire video was stretched just to find one reason to show Indians are bad, but sadly you failed to show whats really wrong. People are living peacefully without disturbing anyone. Most of them are legal immigrants. Stop giving visas if you don’t want immigrants. Stop crying and compete with them if you have the potential.
Identity Attack0.2783691
Insult0.17610447
Profanity0.038655918
Threat0.009126588
Severe Toxicity0.008850098
Low Tox 0.28548008 Moderate Con 0.496 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Watch old episodes of "canadas worst driver" even the natives are not that bright, driving takes a type of intelligence.
Watch old episodes of "canadas worst driver" even the natives are not that bright, driving takes a type of intelligence.
Identity Attack0.11396073
Insult0.25800487
Profanity0.017026093
Threat0.008000307
Severe Toxicity0.005607605
Low Tox 0.28548008 Moderate Con 0.366 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
When these people goes to india on visits do not allow them back into canada
When these people goes to india on visits do not allow them back into canada
Identity Attack0.35624164
Insult0.076502606
Profanity0.02433617
Threat0.008893564
Severe Toxicity0.0090408325
Low Tox 0.28548008 Low Con 0.232
Dec 13, 2025 Why Canadians Are Turning Against …
I want ICE to come to Canada and deport So many illegals, that I don't have to push 1 for english again
I want ICE to come to Canada and deport So many illegals, that I don't have to push 1 for english again
Identity Attack0.2816105
Insult0.0820023
Profanity0.019143965
Threat0.061089642
Severe Toxicity0.0118255615
Low Tox 0.28548008 Moderate Con 0.394 Fear_Threat
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Thank you for exposing this!!!! Canada's liberal government has sold out and destroyed this once great country
Identity Attack0.13163337
Insult0.16831873
Profanity0.018597418
Threat0.015429466
Severe Toxicity0.0065231323
Low Tox 0.28547668 Moderate Con 0.431 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
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)
Poop festival in Canada 2028
Poop festival in Canada 2028
Identity Attack0.025806036
Insult0.082866095
Profanity0.22703624
Threat0.009618527
Severe Toxicity0.014382465
Low Tox 0.28547668 Low Con 0.199
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada be smelling like BO everywhere! 😅
Canada be smelling like BO everywhere! 😅
Identity Attack0.26325142
Insult0.17858955
Profanity0.031140719
Threat0.007068211
Severe Toxicity0.009346008
Low Tox 0.28547668 Moderate Con 0.335 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
Identity Attack0.15517195
Insult0.071750276
Profanity0.032142747
Threat0.26455072
Severe Toxicity0.008049011
Low Tox 0.28547668 Constructive 0.569
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
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 …
Canada will cease to exist in less than ten years. Send them home, end permanent residency!
Canada will cease to exist in less than ten years. Send them home, end permanent residency!
Identity Attack0.24462871
Insult0.076502606
Profanity0.017982552
Threat0.13815513
Severe Toxicity0.016254602
Low Tox 0.28547668 Low Con 0.103 Fear_Threat
Jan 30, 2026 1 likes 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.