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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: "I am an immigrant too. …" 3,653 comments · Page 27 of 147
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
Identity Attack0.48915586
Insult0.40243408
Profanity0.0887236
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.394 Humor_Satire
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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 …
This guy's a homeless. Why are they asking the homeless hobo about immigration? He's a hater. Talking about a country here and do anything for but feed off of.
This guy's a homeless. Why are they asking the homeless hobo about immigration? He's a hater. Talking about a country here and do anything for but feed off of.
Identity Attack0.11047905
Insult0.48627716
Profanity0.087430455
Threat0.008556974
Severe Toxicity0.015350811
Moderate 0.44039994 Moderate Con 0.333 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
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...
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Identity Attack0.45610145
Insult0.16124763
Profanity0.082581155
Threat0.5254073
Severe Toxicity0.03321367
Moderate 0.4402136 Low Con 0.25 Threat Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
Not immigrants with indians
Not immigrants with indians
Identity Attack0.5504064
Insult0.24767025
Profanity0.13168186
Threat0.011430934
Severe Toxicity0.023152983
Moderate 0.4402136 Low Con 0.207 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Another one of the racist video from an "immigrant" (yes, that's factually right), who himself is standing in the footprints of ancestors who wiped out whole races from the face of earth and now whinning …
Another one of the racist video from an "immigrant" (yes, that's factually right), who himself is standing in the footprints of ancestors who wiped out whole races from the face of earth and now whinning about immigrants
Identity Attack0.46028158
Insult0.36939126
Profanity0.07191269
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.4402136 Moderate Con 0.351
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I will volunteer to hunt down illegal immigrants for free if the government can't do it.
I will volunteer to hunt down illegal immigrants for free if the government can't do it.
Identity Attack0.49032792
Insult0.1342682
Profanity0.080318145
Threat0.5195707
Severe Toxicity0.024725812
Moderate 0.44002727 Moderate Con 0.358 Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
Fun fact ... all that land belongs to Native Americans.. the European immigrants did not assimilate and adopt culture of the Natives.. European immigrants killed close to all the natives. As for the Pakistani.. WTF.. …
Fun fact ... all that land belongs to Native Americans.. the European immigrants did not assimilate and adopt culture of the Natives.. European immigrants killed close to all the natives. As for the Pakistani.. WTF.. he is seriously confused about his identity.. send him to Rawalpindi for 3 months to learn his identity.
Identity Attack0.44690517
Insult0.35849577
Profanity0.39409557
Threat0.13785169
Severe Toxicity0.023927659
Moderate 0.44002727 Moderate Con 0.415
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Fraudulent immigration consultants, schools, fake sponsorship...fake Tim Horton, Subway hires! Fake and fraud thanks to one group from one country!
Fraudulent immigration consultants, schools, fake sponsorship...fake Tim Horton, Subway hires! Fake and fraud thanks to one group from one country!
Identity Attack0.3857254
Insult0.4339631
Profanity0.032142747
Threat0.009230154
Severe Toxicity0.021935565
Moderate 0.44002727 Low Con 0.225
Sep 24, 2025 How Canada broke its immigration …
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...
Sold my business to a guy who's parents immigrated here decades ago, he's indian and hates, these people.
Sold my business to a guy who's parents immigrated here decades ago, he's indian and hates, these people.
Identity Attack0.49855098
Insult0.31740165
Profanity0.18417911
Threat0.024580594
Severe Toxicity0.023076924
Moderate 0.44002727 Constructive 0.51
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing …
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing to assimilate which is *really really stupid* Truth is that Indians family system *over time* will /has OVERWHELMED the white skinned systems in economics,savings,wealth accumulation etc and naturally OVER TIME the white settlers will get replaced by fitter, better equipped races & maybe *co-habitation,acceptance* will only delay the ending ?
Identity Attack0.47178617
Insult0.42367843
Profanity0.33453682
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.4398409 Constructive 0.615
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's really fascinating to see White people complain about immigration, whilst living on stolen land.
It's really fascinating to see White people complain about immigration, whilst living on stolen land.
Identity Attack0.50588524
Insult0.34032786
Profanity0.09868695
Threat0.010990778
Severe Toxicity0.020902663
Moderate 0.4398409 Low Con 0.283 Identity Attack
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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...
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to …
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to start sending the invaders home
Identity Attack0.44690517
Insult0.45758462
Profanity0.055940874
Threat0.01254427
Severe Toxicity0.01986976
Moderate 0.4398409 Constructive 0.621 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
its true immigrants get special treatment all the jobs housing money given two them me and my daughter where in housing and they kicked me and my 11 year old daughter on the street December …
its true immigrants get special treatment all the jobs housing money given two them me and my daughter where in housing and they kicked me and my 11 year old daughter on the street December problem family of 8 father works the mother get income support payment no I hate this its are country I'm indigenous from NWT immigrants get treatment get all the jobs get good home nice cars it most stop no more of this muslims are racist again people like me no more it's time you start thinking about us people born and raise indigenous I'm from HayRiver NWT
Identity Attack0.4907465
Insult0.37052566
Profanity0.15195307
Threat0.06238277
Severe Toxicity0.024725812
Moderate 0.4398409 Constructive 0.573 Personal_Narrative
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
I don't hate the immigrants themselves, but the way our country handles immigration. I'll be the first to admit it's getting harder to keep those two things separate. What compounds that hate is since I've …
I don't hate the immigrants themselves, but the way our country handles immigration. I'll be the first to admit it's getting harder to keep those two things separate. What compounds that hate is since I've been looking at moving out of this country... it's disheartening that most countries (rightfully so) make you have to be able to both assimilate and afford to fend for yourself to get a immigrants visa. And I guess Canada isn't enough of a shithole to get refugee status... yet. Like many Canadians now, I'm living cheque to cheque to make ends meet. So not only do I hate it here, but am essentially trapped. Next time you want to get pissed off at an immigrant, save it for a Liberal. It's a good chance he/she will be one in the same anyways.
Identity Attack0.3819294
Insult0.42367843
Profanity0.39409557
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Constructive 0.752 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
This is a sad reality! For whom? Those whites who don’t wanna work and consume drugs or corrupt politicians who allowed illegal immigrants for money? Or couple in west who don’t do kids anymore for …
This is a sad reality! For whom? Those whites who don’t wanna work and consume drugs or corrupt politicians who allowed illegal immigrants for money? Or couple in west who don’t do kids anymore for the sake of freedom?
Identity Attack0.48949075
Insult0.37506318
Profanity0.0715894
Threat0.010239923
Severe Toxicity0.018449519
Moderate 0.43965456 Moderate Con 0.308
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Boy stop hating 😭 Indian immigrants for no reason.
Boy stop hating 😭 Indian immigrants for no reason.
Identity Attack0.46028158
Insult0.26957804
Profanity0.17148167
Threat0.012906751
Severe Toxicity0.023246882
Moderate 0.43965456 Low Con 0.263 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
My buddy from bagladesh (upper class) was telling how much he hates the immigrants here because they are all low class and low morals. Kinda funny hearing it from their countryman
My buddy from bagladesh (upper class) was telling how much he hates the immigrants here because they are all low class and low morals. Kinda funny hearing it from their countryman
Identity Attack0.49584505
Insult0.40420914
Profanity0.15371579
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.491 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The reason why we are fed up of these immigrants is because they bring their bad manners and bad behaviour with them in Canada
The reason why we are fed up of these immigrants is because they bring their bad manners and bad behaviour with them in Canada
Identity Attack0.48990932
Insult0.40243408
Profanity0.059948977
Threat0.010421164
Severe Toxicity0.02116089
Moderate 0.43965456 Moderate Con 0.323 Identity_Assertion
Sep 13, 2025 Why Canadians Are Turning Against …
Canada is trap scammed broken chaotice corruption immigration policy shame on
Canada is trap scammed broken chaotice corruption immigration policy shame on
Identity Attack0.35624164
Insult0.4339631
Profanity0.12374964
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.43965456 Low Con 0.17
Jan 4, 2026 Deportations From Canada at Their …

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.