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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: "It was so bad for …" 741 comments · Page 22 of 30
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
As an Indian bro this is getting really bad my parents have been here since 2009 is this valid?
Identity Attack0.16993292
Insult0.03588435
Profanity0.06145202
Threat0.010265815
Severe Toxicity0.005722046
Low Tox 0.19504376 Constructive 0.525 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because …
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because a lot of people, like former international students and foreign workers, think they scam the system to get PR.
Identity Attack0.10221587
Insult0.082866095
Profanity0.025497584
Threat0.00780612
Severe Toxicity0.0029945374
Low Tox 0.19409354 Constructive 0.532 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
think canada is bad look at texas
think canada is bad look at texas
Identity Attack0.13805299
Insult0.06582214
Profanity0.02795705
Threat0.008259222
Severe Toxicity0.00415802
Low Tox 0.19219314 Low Con 0.261 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
Identity Attack0.16373143
Insult0.06512285
Profanity0.015625564
Threat0.008155655
Severe Toxicity0.0042915344
Low Tox 0.19124292 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE as well. We need these people out of our country…NOW!!!❤🇨🇦
Identity Attack0.05976611
Insult0.0816321
Profanity0.014703264
Threat0.012440704
Severe Toxicity0.004119873
Low Tox 0.19124292 Constructive 0.557
Sep 30, 2025 5 likes IRCC Names India in Study …
Do your job while issuing visas. Don't give visas to just anyone. It makes genuine students and good immigrants look bad.
Do your job while issuing visas. Don't give visas to just anyone. It makes genuine students and good immigrants look bad.
Identity Attack0.11047905
Insult0.06634661
Profanity0.01579636
Threat0.0070164283
Severe Toxicity0.002632141
Low Tox 0.18649188 Moderate Con 0.424 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Leave your language, bad manners, foreign regilion and all other things you do in your country and adapt if you are here in Canada.
Leave your language, bad manners, foreign regilion and all other things you do in your country and adapt if you are here in Canada.
Identity Attack0.10221587
Insult0.071750276
Profanity0.012243799
Threat0.006686311
Severe Toxicity0.003490448
Low Tox 0.18459146 Low Con 0.253 Identity_Assertion
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
You think Canada is bad, take a look to Australia
You think Canada is bad, take a look to Australia
Identity Attack0.13163337
Insult0.0654725
Profanity0.022969801
Threat0.006977591
Severe Toxicity0.0029945374
Low Tox 0.18364124 Low Con 0.288 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad …
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad faith N12 eviction....so that my foreign-born landlord can increase the rent. While I can prove this bad faith, gov't officials have advised me to just give in and move out of my home...while very sick and unable to find any new housing. I've been looking into MAID as a way out of the torment that Canada has become for me. Kenny, in his fancy home...doesn't have a clue how poor sick Canadians are suffering. I have both an undergraduate and graduate program completed....and Canada treats me like I've never tried or done anything with my life worth respecting.
Identity Attack0.055218685
Insult0.11616662
Profanity0.018324144
Threat0.0073918556
Severe Toxicity0.0039100647
Low Tox 0.18364124 Constructive 0.695 Personal_Narrative
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly target indigenous women and children. I know that a member from the community shot at one that was trespassing on reserve land we have weird Municipal laws so the guy who shot didn’t get charged
Identity Attack0.10221587
Insult0.047935467
Profanity0.023652986
Threat0.13279422
Severe Toxicity0.007972717
Low Tox 0.18079062 Constructive 0.656 Unverified_Claim
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
this is so bad all over the world. imigration must have a limit of 10%, and dont give free passport to kids born there. just right to stay and work, at first crime deported. zero …
this is so bad all over the world. imigration must have a limit of 10%, and dont give free passport to kids born there. just right to stay and work, at first crime deported. zero free money.
Identity Attack0.10221587
Insult0.039737478
Profanity0.017709278
Threat0.009592636
Severe Toxicity0.0044059753
Low Tox 0.1798404 Moderate Con 0.363 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Identity Attack0.10221587
Insult0.06858205
Profanity0.017094411
Threat0.0070034824
Severe Toxicity0.0032997131
Low Tox 0.17891699 Moderate Con 0.461 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Identity Attack0.105836816
Insult0.053791173
Profanity0.013917602
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.17891699 Constructive 0.503 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice Idk why it's so difficult for them to understand such basic things Government needs to thoroughly scrutinise immigrants. Tbh it's bad for both countries There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Identity Attack0.15517195
Insult0.06599696
Profanity0.07934829
Threat0.009540852
Severe Toxicity0.008430481
Low Tox 0.17805049 Constructive 0.805 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I can clearly see why canada is in a bad state. The panel speaks volumes.
I can clearly see why canada is in a bad state. The panel speaks volumes.
Identity Attack0.1007269
Insult0.0817555
Profanity0.014942379
Threat0.006641001
Severe Toxicity0.0033569336
Low Tox 0.17718399 Moderate Con 0.465 Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
Good it's about time there is kids being born in this country who need jobs and places to live when they grow up every year stop importing slave labor for rich corporations to abuse them …
Good it's about time there is kids being born in this country who need jobs and places to live when they grow up every year stop importing slave labor for rich corporations to abuse them it's not right When Men can't get work or a place to call their own it's very bad for a Civil Society
Identity Attack0.11976352
Insult0.0654725
Profanity0.019143965
Threat0.009256045
Severe Toxicity0.0048065186
Low Tox 0.17718399 Constructive 0.626
Nov 22, 2025 13 likes Quebec Ends Economic Immigration Program …
Bad thing is Good peoples are leaving this country 😔
Bad thing is Good peoples are leaving this country 😔
Identity Attack0.07425626
Insult0.054376744
Profanity0.019895468
Threat0.008582866
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.376 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
talking about bad drivers while standing in the middle of a road blocking traffic is a wild choice. Also 6k to get smuggled into a country from a country to its north with the largest …
talking about bad drivers while standing in the middle of a road blocking traffic is a wild choice. Also 6k to get smuggled into a country from a country to its north with the largest unprotected border in the world seems a tad expensive lmao. Its so funny how every thing has to be on their terms even in a forging country
Identity Attack0.018068384
Insult0.06921569
Profanity0.06746418
Threat0.008427517
Severe Toxicity0.004558563
Low Tox 0.17631748 Moderate Con 0.328 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I love close by. The fact that it's so bad that Tyler made this video, worries me.
I love close by. The fact that it's so bad that Tyler made this video, worries me.
Identity Attack0.011099357
Insult0.047349896
Profanity0.06546012
Threat0.009747985
Severe Toxicity0.0052261353
Low Tox 0.17631748 Moderate Con 0.497 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted …
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted over £45 trillion worth of wealth from India, in addition to priceless artefacts, precious stones, and cultural treasures stolen, many of which remain in the British Museum to this day. India was subjected to foreign rule for nearly a thousand years, culminating in English colonial rule. During this time, countless Indians were enslaved, shackled, and forcibly transported to distant English colonies to work as indentured labourers under inhumane conditions. " Hindu tax ' was imposed on every Indian, and English rulers collected the tax on gunpoint for centuries. Those who did not have money were used as slaves in English households. Ancient India, once a beacon of knowledge and wisdom, was known as a subcontinent of learning and prosperity, contributing up to 38% of the world’s GDP at its height. For centuries, Indians struggled for their freedom, drawing strength from the timeless values of truth and non-violence embedded in our culture. The freedom movement, led through non-violent resistance, ultimately led to India's independence in 1947. However, the residual grip of colonial influence continued until around 1956. By the end of colonial rule, India’s sacred and ancient universities had been dismantled, and the country—once among the richest—was reduced to one of the poorest nations in the world. Widespread poverty, illiteracy, disease, social divisions, and national humiliation were the tragic legacies of foreign rule. If might and brawn continue to justify exploitation, it must be confronted with truth, non-violent justice, and a collective call for accountability.
Identity Attack0.16587129
Insult0.06634661
Profanity0.035399333
Threat0.01698343
Severe Toxicity0.005836487
Low Tox 0.17458448 Constructive 0.6 Comparative_Framing
Sep 19, 2025 34 likes Inside Canada's Indian Metropolis (Brampton)
We have a similar crisis here in London. I myself am a British Born Indian guy, my grandfather came to London in the 50s after serving in the British Army. He worked hard, paid his …
We have a similar crisis here in London. I myself am a British Born Indian guy, my grandfather came to London in the 50s after serving in the British Army. He worked hard, paid his taxes and integrated. Sadly the kids coming here now are uncivilised, loud, disrespectful and don't know how to integrate. Places like Hounslow, Ilford, Harrow, East Ham are just some examples of how bad the situation has become.
Identity Attack0.10221587
Insult0.07745308
Profanity0.017299367
Threat0.0076119336
Severe Toxicity0.0036811829
Low Tox 0.17285149 Constructive 0.805 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
this is very bad
this is very bad
Identity Attack0.009619443
Insult0.03412145
Profanity0.06395709
Threat0.008789998
Severe Toxicity0.0039482117
Low Tox 0.17285149 Moderate Con 0.363 Policy_Critique
Jan 19, 2026 1 likes Why Canada’s immigration system has …
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... …
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... loooong before THentered India. Wanna know how I knew that? *>I RESEARCHED IT<*. Please stop blaming us for the bad choices of Mericans. Research or don't bother... seriously.
Identity Attack0.07177465
Insult0.06407392
Profanity0.023721304
Threat0.00756015
Severe Toxicity0.003604889
Low Tox 0.1693855 Moderate Con 0.476 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
Simple answer to all of your questions: pos WEF government that was elected by VERY low information voters is destroying the country. People will revolt when it gets bad enough but will it be too …
Simple answer to all of your questions: pos WEF government that was elected by VERY low information voters is destroying the country. People will revolt when it gets bad enough but will it be too late by that time like the UK?
Identity Attack0.027413858
Insult0.07523532
Profanity0.022286616
Threat0.012906751
Severe Toxicity0.0037002563
Low Tox 0.1693855 Moderate Con 0.334
Sep 10, 2025 1 likes Why Canadians Are Turning Against …

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.