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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "so many of the same …" 1,340 comments · Page 18 of 54
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
Identity Attack0.3817989
Insult0.24835461
Profanity0.10363861
Threat0.00967031
Severe Toxicity0.016383713
Moderate 0.3389984 Moderate Con 0.401 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
There's like 2 billion of them That's 2 billion too many indians crashing out in replies
There's like 2 billion of them That's 2 billion too many indians crashing out in replies
Identity Attack0.3817989
Insult0.16809943
Profanity0.098067984
Threat0.05947323
Severe Toxicity0.019611536
Moderate 0.3389984 Low Con 0.203 Fear_Threat
Jan 27, 2026 212 likes Inside Canada's Indian Invasion...
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
Identity Attack0.43896464
Insult0.16480011
Profanity0.025770858
Threat0.007741391
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.544 Identity_Assertion
Nov 2, 2025 IRCC Names India in Study …
This is why I left Canada. Too many Indians. So I moved to India.
This is why I left Canada. Too many Indians. So I moved to India.
Identity Attack0.43896464
Insult0.11797678
Profanity0.028093686
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.3389984 Moderate Con 0.426
Sep 19, 2025 47 likes Inside Canada's Indian Metropolis (Brampton)
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their …
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their hands it's absolutely disgusting.
Identity Attack0.009989422
Insult0.34392178
Profanity0.15019037
Threat0.007961469
Severe Toxicity0.0060272217
Moderate 0.3389984 Constructive 0.741 Fear_Threat
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " …
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " Bloody hell NO "! and this demand disappear permanently !
Identity Attack0.18235919
Insult0.24767025
Profanity0.32658687
Threat0.014220826
Severe Toxicity0.02116089
Moderate 0.3389984 Constructive 0.526 Comparative_Framing
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
If a country has so many people that come as a fraud people from that country need to be banned.
If a country has so many people that come as a fraud people from that country need to be banned.
Identity Attack0.2808415
Insult0.29383746
Profanity0.04141149
Threat0.019228047
Severe Toxicity0.011062622
Moderate 0.3389984 Low Con 0.196 Policy_Critique
Oct 1, 2025 8 likes IRCC Names India in Study …
My city in italy is filled of indians. Too many....
My city in italy is filled of indians. Too many....
Identity Attack0.39870077
Insult0.15556364
Profanity0.07223598
Threat0.009592636
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.419 Fear_Threat
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful …
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful country that all Canadians loved and deserve to have it back! SEND THEM BACK! LOOK AFTER CANADIANS FIRST! THIS IS OUR COUNTRY NOT THEIRS!! 😡 😡🤬🤬🤬
Identity Attack0.30103904
Insult0.1935001
Profanity0.029050145
Threat0.025789235
Severe Toxicity0.018384963
Moderate 0.33836752 Moderate Con 0.365
Sep 11, 2025 Why Canadians Are Turning Against …
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did …
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did not use representative samples. For example, he famously assigned Equatorial Guinea an average IQ of 59 based on a group of children in a Spanish home for the developmentally disabled, then claimed that score represented the entire country. Peer-reviewed studies by researchers like Jelte Wicherts proved that Lynn systematically ignored higher-scoring African studies (some in the 80s and 90s) to keep his "averages" artificially low. If you judge a country’s intelligence by testing its hospitals and orphanages, you aren't a scientist—you're a fraud. 2. Nutrition is the "Hardware" of the Brain Intelligence cannot develop without biological fuel. As of 2026, roughly 30% of children in Sub-Saharan Africa suffer from stunting due to chronic malnutrition. Science proves that iodine and iron deficiencies alone can drop a population's IQ by 10–15 points. You aren't measuring "race"; you are measuring starvation. 3. The Education Gap (Abstract Reasoning) IQ tests do not measure "raw brain power." They measure Western-style schooling. Studies show that for every single year of formal education, a person’s IQ score increases by 1 to 5 points. Comparing the scores of people in countries with 30% literacy rates to people with PhDs in the West is like comparing the "athletic ability" of a runner to someone who has never been given shoes. 4. The "Age and War" Factor The median age in many African nations is under 20, compared to over 40 in Europe. These tests are often administered to children and adolescents in areas plagued by toxic stress from war and displacement. Peer-reviewed research confirms that trauma and PTSD physically impair the parts of the brain responsible for the logic puzzles found on IQ tests. 5. The Flynn Effect (The Death of the Racial Argument) If IQ were "innate" and "racial," it would never change. However, as nutrition and education improved in the West over the last 100 years, average IQ scores jumped by nearly 30 points. This is called the Flynn Effect. African scores are currently rising at the same rate as they develop. The "gap" is a development gap, not a genetic one. Conclusion: Using Richard Lynn’s data doesn't make you a "truth-teller"; it means you fell for a man so biased that his own university revoked his emeritus status for scientific or incompetence and racism. You are confusing privilege—access to food, safety, and a classroom—with innate ability.
Identity Attack0.27914262
Insult0.25404143
Profanity0.16357292
Threat0.025098583
Severe Toxicity0.018836858
Moderate 0.33836752 Constructive 0.527 Unverified_Claim
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
walmat, tim hortons, mcdonals, gsa stations every where indian. how come. war related effected innocent people are refugees. there is no war india. how come so many indians. 😢😮
walmat, tim hortons, mcdonals, gsa stations every where indian. how come. war related effected innocent people are refugees. there is no war india. how come so many indians. 😢😮
Identity Attack0.3825363
Insult0.1505596
Profanity0.033645786
Threat0.02924249
Severe Toxicity0.017222947
Moderate 0.3375374 Moderate Con 0.478
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
they drive like s..t racing thru red lights.. illegal u turns.....driving too slow too fast out all night.just what are they doing at night...right now middle of winter???? many lie cheat! they are up to …
they drive like s..t racing thru red lights.. illegal u turns.....driving too slow too fast out all night.just what are they doing at night...right now middle of winter???? many lie cheat! they are up to snuff with all government subdidies..free money. grants!!!!!!
Identity Attack0.04306607
Insult0.30326313
Profanity0.16217725
Threat0.00933372
Severe Toxicity0.012962224
Moderate 0.3375374 Low Con 0.289 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We got to many immigration in Canada we need to deport a lot of them
We got to many immigration in Canada we need to deport a lot of them
Identity Attack0.37879246
Insult0.09124154
Profanity0.026044132
Threat0.11309616
Severe Toxicity0.01502803
Moderate 0.33587718 Moderate Con 0.311 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
There's no question in my mind about refugees, I know quite a few, and too many are just milking the system. And way too many are just terrible people. Ones that come in normally are …
There's no question in my mind about refugees, I know quite a few, and too many are just milking the system. And way too many are just terrible people. Ones that come in normally are fine, by and large.
Identity Attack0.29035977
Insult0.29383746
Profanity0.08096472
Threat0.009359611
Severe Toxicity0.012054443
Moderate 0.33504707 Constructive 0.67 Personal_Narrative
Feb 28, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks for the video, but really I couldn't watch it till end, it is really disgusting..same is happening in many European countries.
Thanks for the video, but really I couldn't watch it till end, it is really disgusting..same is happening in many European countries.
Identity Attack0.1714862
Insult0.16788013
Profanity0.16729468
Threat0.012285355
Severe Toxicity0.013285006
Moderate 0.33421695 Constructive 0.561
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
To collapse sustainable society. Many will die out including illegals. AI 🍎robots and lawlessness. Welcome dum dum to feudalism. Lucifer is the darkness that passes for light and science most followed.
To collapse sustainable society. Many will die out including illegals. AI 🍎robots and lawlessness. Welcome dum dum to feudalism. Lucifer is the darkness that passes for light and science most followed.
Identity Attack0.23846684
Insult0.17734702
Profanity0.10023434
Threat0.1575099
Severe Toxicity0.022064678
Moderate 0.33421695 Low Con 0.086 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status for women who married non-Indigenous men (under the Indian Act). * Destruction of matriarchal leadership structures. * Ignored disappearances and murders of Canadian Indigenous women. * Forced and coerced sterilizations without consent. **What they did to Canadian Indigenous children:** * Forced removal from families into residential schools. * Physical, sexual, and emotional abuse. * Bans on speaking Indigenous languages or practicing culture. * Malnutrition, medical neglect, and unsafe living conditions. * Deaths of children, many buried in unmarked graves. * Forced labor presented as “education.” **What they did to Canadian Indigenous men and leaders:** * Arrested, jailed, or killed leaders who resisted land theft. * Criminalized traditional governance systems. * Restricted movement with passes and permits. * Destroyed livelihoods by banning hunting and fishing. **What they did to Canadian Indigenous families and communities:** * Broke families apart through child removal policies. * Forced relocations to poor, remote land. * Starvation through controlled food rations. * Banned ceremonies, gatherings, and spiritual practices. * Chronic underfunding of housing, water, healthcare, and education. **What they did to Canadian Indigenous nations overall:** * Stole land without consent. * Broke, ignored, or manipulated treaties. * Imposed the Indian Act to control daily life. * Attempted to erase languages, cultures, and identities. * Created intergenerational trauma that continues today. These are established historical facts recognized by Canadian courts, survivor testimony, and national inquiries. Naming them accurately matters, because clarity is the first step toward truth.
Identity Attack0.36733335
Insult0.1662211
Profanity0.12551236
Threat0.13582869
Severe Toxicity0.022839356
Moderate 0.33421695 Constructive 0.631 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to making it like their home country
Identity Attack0.3908055
Insult0.1342682
Profanity0.11663672
Threat0.011172019
Severe Toxicity0.016577384
Moderate 0.33421695 Moderate Con 0.472 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was …
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was not too much of anything nobody special I bought a home bought a new car and then I got the region later in life right now that type of thing is impossible very impossible for the next 20 or 30 years unless there's a war or epidemic or something crazy?
Identity Attack0.36702603
Insult0.25404143
Profanity0.057443913
Threat0.010110466
Severe Toxicity0.011138916
Moderate 0.33338684 Constructive 0.67
Aug 24, 2025 Why Canadians Are Turning Against …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free dental while I pay through the nose. And many such injustices. Many fake refugees claimants say they are gay when they are not claim life threatened at home country but as soon as get documents run home for a visit…lThis government needs to stop making us hardworking folks pay for these abusers cause they want to be so called politically correct. I remember when Trudeau told all the migrants Trump wouldn’t tolerate to come to Canada. What a plonker.
Identity Attack0.37879246
Insult0.25007802
Profanity0.04867618
Threat0.012958534
Severe Toxicity0.010910034
Moderate 0.33338684 Constructive 0.597
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Like father like son, Uk let’s in too many Pakistanis and Canada let’s in too many Indians.
Like father like son, Uk let’s in too many Pakistanis and Canada let’s in too many Indians.
Identity Attack0.38826546
Insult0.12883772
Profanity0.038154904
Threat0.05042134
Severe Toxicity0.01935331
Moderate 0.33338684 Low Con 0.203 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Awesome. Start worrying about the people in canada first. This country has so many people that need help. We are done with liberal lies
Awesome. Start worrying about the people in canada first. This country has so many people that need help. We are done with liberal lies
Identity Attack0.10221587
Insult0.33964422
Profanity0.019758832
Threat0.0071588317
Severe Toxicity0.004196167
Moderate 0.33338684 Moderate Con 0.374
Nov 21, 2025 12 likes Quebec Ends Economic Immigration Program …
too many indians in canada
too many indians in canada
Identity Attack0.40158966
Insult0.13245803
Profanity0.050680235
Threat0.007857903
Severe Toxicity0.012574885
Moderate 0.3302291 Low Con 0.268
Jan 27, 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.