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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: "From Canada. This is the …" 6,088 comments · Page 51 of 244
Blaming India will not help . Gov. Of India told Canadian counterparts that criminals are using fake degrees to go study in Australia and Canada but you guys were making 4x tuition and took the …
Blaming India will not help . Gov. Of India told Canadian counterparts that criminals are using fake degrees to go study in Australia and Canada but you guys were making 4x tuition and took the money and those criminals . They were never Indin student . They came to join the Brampton Khalistani army . You will see them soon . Just know India warned you and you took the Khalistani side . Don’t call them Indian . As far as India’s prospective they are Canadian Khalistani terrorist 😊
Identity Attack0.48915586
Insult0.43158367
Profanity0.050680235
Threat0.031314444
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.454
Sep 28, 2025 IRCC Names India in Study …
So sick of Canada. Moving to Florida real soon.
So sick of Canada. Moving to Florida real soon.
Identity Attack0.44690517
Insult0.44126466
Profanity0.031641733
Threat0.008738215
Severe Toxicity0.018449519
Moderate 0.44039994 Moderate Con 0.343 Personal_Narrative
Jan 5, 2026 9 likes Migrants cross into Canada near …
Canada is in trouble. Entire cities like Brampton turned into third world hell holes.
Canada is in trouble. Entire cities like Brampton turned into third world hell holes.
Identity Attack0.32184324
Insult0.40243408
Profanity0.29168049
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.44039994 Low Con 0.227 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile …
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile our people come to work legally and earn money, they work minimum wage but build up and eventually become CEOs. We work while you sleep, simple as that. Seems more like jealousy to me.
Identity Attack0.5135796
Insult0.34203702
Profanity0.06946823
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.517 Identity Attack Moral_Argument
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As an immigrant... Canada/Canadian are very polite and respectful people... Its way different back home ... but what this people did to this place is disgusting... changing the norms, forcing your cutlure... Us immigrants are …
As an immigrant... Canada/Canadian are very polite and respectful people... Its way different back home ... but what this people did to this place is disgusting... changing the norms, forcing your cutlure... Us immigrants are toxic... and I do believe its our fault why they are mad about this... people crapping all over the place... fishing without license, srinky rented houses aometimes getting destroyed, crime rate have gone high, over crowded city because immigrants grying to get as much family members as they can... WE FORGOT TO RESPECT THIS PLACE... no matter what... this is their place respect it... if you cant dont come here go home... back there you can do whatever you want... and please migrants youre not entitled here... Canada just gave you a chance its not a privilege its not rights... respect respect respect... you adapt not them
Identity Attack0.40447855
Insult0.47384647
Profanity0.17987521
Threat0.011094344
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.652 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
While I agree with this..as an Indian. One thing Canada should be aware of is they are importing real garbage from across the world the worst kind.. your focus is in the wrong place.. you …
While I agree with this..as an Indian. One thing Canada should be aware of is they are importing real garbage from across the world the worst kind.. your focus is in the wrong place.. you have imported a Trojan horse while you are discussing these things.. your future generations are going to regret your actions vis a vi immigration
Identity Attack0.37953663
Insult0.47273466
Profanity0.085167445
Threat0.007249452
Severe Toxicity0.017093835
Moderate 0.44039994 Constructive 0.527
Oct 1, 2025 3 likes IRCC Names India in Study …
USA got the cream and Canada imported the garbage due to greed. They were liability in India too, now they are Canada's headache.
USA got the cream and Canada imported the garbage due to greed. They were liability in India too, now they are Canada's headache.
Identity Attack0.29798782
Insult0.4794537
Profanity0.06295506
Threat0.007922632
Severe Toxicity0.01483436
Moderate 0.4402136 Low Con 0.23 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good …
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good news
Identity Attack0.5498214
Insult0.38406035
Profanity0.10178173
Threat0.010783645
Severe Toxicity0.023293832
Moderate 0.4402136 Constructive 0.532 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has to Deport at least 1 Million indians...
Canada has to Deport at least 1 Million indians...
Identity Attack0.53446084
Insult0.1935001
Profanity0.050680235
Threat0.13279422
Severe Toxicity0.023076924
Moderate 0.4402136 Low Con 0.137 Identity Attack
Dec 26, 2025 1 likes Deportations From Canada at Their …
That's why you are a hate mongering guy humongering hate against the community that you cannot compete into it why this community has money because they work too hard man they work too hard and …
That's why you are a hate mongering guy humongering hate against the community that you cannot compete into it why this community has money because they work too hard man they work too hard and you don't have money maybe stop being a jealous and work more harder and you will achieve because those people did not came there free they have to show more than half a million to $700,000 in their bank account to get a visa for Canada or America nothing free so stop being a mongering hate peaceful community like Indian and why don't you work for yourself more hours more hours more than 18 to 19 hours to complete with them instead of blaming everywhere and a word and everything it's not the end of world man
Identity Attack0.07508347
Insult0.47384647
Profanity0.08613731
Threat0.010395273
Severe Toxicity0.021031776
Moderate 0.4402136 Constructive 0.534
Aug 26, 2025 Why Canadians Are Turning Against …
Cross canada mostly Indians are making our country duty. Deceptive should thrown out of canada.
Cross canada mostly Indians are making our country duty. Deceptive should thrown out of canada.
Identity Attack0.5051609
Insult0.37619758
Profanity0.066963166
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.4402136 Low Con 0.183 Identity Attack Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
💩 🇮🇳 Goodbye Canada and Britain! My phone wilted from their smell!
💩 🇮🇳 Goodbye Canada and Britain! My phone wilted from their smell!
Identity Attack0.40883094
Insult0.40243408
Profanity0.19401662
Threat0.01238892
Severe Toxicity0.02383376
Moderate 0.4402136 Moderate Con 0.319 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
GTFO of Canada!
GTFO of Canada!
Identity Attack0.37292135
Insult0.42881694
Profanity0.35346076
Threat0.009722093
Severe Toxicity0.023317307
Moderate 0.44002727 Low Con 0.268 Call_To_Action
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Identity Attack0.46028158
Insult0.40243408
Profanity0.06345607
Threat0.021127338
Severe Toxicity0.019482423
Moderate 0.44002727 Low Con 0.255 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The breaking point was 10 years ago. Thank the liberal government and their supporters. They have completely fu(ked Canada. Elbows up!
The breaking point was 10 years ago. Thank the liberal government and their supporters. They have completely fu(ked Canada. Elbows up!
Identity Attack0.10221587
Insult0.40243408
Profanity0.44431314
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.44002727 Moderate Con 0.309
Jan 20, 2026 Why Canada’s immigration system has …
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as …
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as well. I cannot believe people are choosing to ignore the fact that a guy spews hatred towards black and brown people. It’s the governments job to take care of the mess they made, you don’t go calling a country’s citizens “they eat poop” white dude. Yes there can be shady people, just like some white shady dudes in LA and NYC. Let’s not forget Peter’s videos on the appalachians of the white lowlifes. A sikh cultural centre is NOT a temple. punjabis are not hindus. If you are taking documentaries atleast take it right, not biased.
Identity Attack0.44690517
Insult0.42367843
Profanity0.29209393
Threat0.020609349
Severe Toxicity0.023317307
Moderate 0.44002727 Constructive 0.534
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash. In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Identity Attack0.46028158
Insult0.46327567
Profanity0.1110661
Threat0.008039144
Severe Toxicity0.01986976
Moderate 0.44002727 Constructive 0.676 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them …
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them are wanted in India and will face jail time without trial for conspiring against India. But Canadian, UK, US, Australian governments don't extradite them. Even innocent people from punjab get brainwashed there. Khalistani movement get funded by Pakistani ISI to wage terrorism against india. When British people were leaving india, they divided it and formed Pakistan. Part of punjab region was gone to Pakistan. These khalistani say that they want to liberate punjab and form khalistan. But these hypocrites want to do it on indian side only, not the Pakistani punjab side.
Identity Attack0.4774257
Insult0.4339631
Profanity0.117874645
Threat0.3490162
Severe Toxicity0.038593806
Moderate 0.44002727 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian Stop immigrated Canada,
Indian Stop immigrated Canada,
Identity Attack0.5135796
Insult0.26957804
Profanity0.06596114
Threat0.010447056
Severe Toxicity0.023270357
Moderate 0.4398409 Low Con 0.296 Identity Attack Identity_Assertion
Feb 19, 2026 Inside Canada's Indian Invasion...
F you Canada, tastes good huh?
F you Canada, tastes good huh?
Identity Attack0.28034934
Insult0.34203702
Profanity0.4033339
Threat0.012906751
Severe Toxicity0.024960563
Moderate 0.4398409 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching , Disgraceful , shame on the liberals for the last 10 years !
Identity Attack0.3072352
Insult0.47384647
Profanity0.035900343
Threat0.011353259
Severe Toxicity0.016383713
Moderate 0.4398409 Low Con 0.3
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in …
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in India. I'll do the studying you pay the fees, let's get married on paper to gain entry.... Its an open secret. Canada is officially fooked.... 😂
Identity Attack0.36598656
Insult0.41767508
Profanity0.32965264
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4398409 Moderate Con 0.457 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
That’s unbelievable. I wonder why all criminals are coming here. Canada is a joke.
That’s unbelievable. I wonder why all criminals are coming here. Canada is a joke.
Identity Attack0.44690517
Insult0.43450394
Profanity0.057443913
Threat0.008686432
Severe Toxicity0.017158391
Moderate 0.4398409 Low Con 0.263
Nov 21, 2025 Thousands of refugees allowed into …
give us back the canada that we know before these ind*ans came here
give us back the canada that we know before these ind*ans came here
Identity Attack0.5135796
Insult0.37619758
Profanity0.196476
Threat0.016810767
Severe Toxicity0.023458159
Moderate 0.4398409 Low Con 0.28 Identity Attack Identity_Assertion
Feb 25, 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.