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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: "There should be a country …" 3,912 comments · Page 107 of 157
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...
As an Indian, I would say no host country allow other country people to use their culture in their country that's it ,filter quality immigrants rather than collecting them as some numbers
As an Indian, I would say no host country allow other country people to use their culture in their country that's it ,filter quality immigrants rather than collecting them as some numbers
Identity Attack0.19495805
Insult0.053205602
Profanity0.025360947
Threat0.009696201
Severe Toxicity0.007171631
Low Tox 0.17805049 Constructive 0.562 Policy_Critique
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing the truth.
Identity Attack0.10221587
Insult0.06424874
Profanity0.016616182
Threat0.011456826
Severe Toxicity0.004234314
Low Tox 0.17718399 Constructive 0.712 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is …
There’s simply too much money involved. Believe it or not, Western adversaries have found this as a way to weaken the West. Most people don’t see it, but that’s exactly what’s happening. A country is just a piece of land without its people and its culture. If you bring in Indians your cities and town will become Indian.. Canada’s government appears to be selling out its people and its future. There was a time this would’ve been called treason, but the country has clearly changed at its core.
Identity Attack0.13591312
Insult0.06564732
Profanity0.020510335
Threat0.009204263
Severe Toxicity0.004196167
Low Tox 0.17718399 Moderate Con 0.415 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I like your videos, but you can't call the USA the greatest country anymore. You haven't been able to for a long time, really.
I like your videos, but you can't call the USA the greatest country anymore. You haven't been able to for a long time, really.
Identity Attack0.051580742
Insult0.06407392
Profanity0.048425674
Threat0.009307829
Severe Toxicity0.0049972534
Low Tox 0.17718399 Moderate Con 0.474 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
The United States is NOT the greatest country in the world far from it
The United States is NOT the greatest country in the world far from it
Identity Attack0.10221587
Insult0.054962315
Profanity0.024267852
Threat0.007534259
Severe Toxicity0.003967285
Low Tox 0.17718399 Low Con 0.187 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
How dare you bring up healthcare, you know how messed up our system already is. As a nurse, and I’m not saying that people do not deserve to come to this country, that is absolutely …
How dare you bring up healthcare, you know how messed up our system already is. As a nurse, and I’m not saying that people do not deserve to come to this country, that is absolutely not what I’m saying. I’m saying that our healthcare system is burdened, how can we take care of other people when we can’t afford to even take care of anybody here at this point. Do you know how many patients I have who have immigrated to Canada and their elite 60s and 70s, can’t speak a word of English and didn’t contribute anything to our economy yet their family members leave them in the hospital because they can’t walk and talk the way they used to, and refuse to take them home.
Identity Attack0.03894114
Insult0.07872037
Profanity0.07385241
Threat0.0074824756
Severe Toxicity0.005340576
Low Tox 0.17631748 Constructive 0.726
Jan 9, 2026 Deportations From Canada at Their …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can control us but as long as people keep,voting Liberal then nothing will change.
Identity Attack0.045901958
Insult0.07270074
Profanity0.014327513
Threat0.016465442
Severe Toxicity0.0037384033
Low Tox 0.17631748 Low Con 0.299
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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...
So so sad. The destruction of acwestern country by design not by accident😢😢😢😢canada is gone😢😢😢
So so sad. The destruction of acwestern country by design not by accident😢😢😢😢canada is gone😢😢😢
Identity Attack0.06385879
Insult0.04383647
Profanity0.015010698
Threat0.031314444
Severe Toxicity0.005607605
Low Tox 0.17631748 Moderate Con 0.337
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Please tell the guy on bike: I'm a black person from Africa. I speak French, English and Mandarin and two other local dialects from my country, I hold a PhD, and I know several like …
Please tell the guy on bike: I'm a black person from Africa. I speak French, English and Mandarin and two other local dialects from my country, I hold a PhD, and I know several like me from Africa. And despite his hate I LOVE him as a human being.
Identity Attack0.17925262
Insult0.035443626
Profanity0.073529124
Threat0.009955117
Severe Toxicity0.006713867
Low Tox 0.17631748 Constructive 0.763 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'm Indian. I love super job. You can't say that to my country.😢😢😢😮😮😮 2:51
I'm Indian. I love super job. You can't say that to my country.😢😢😢😮😮😮 2:51
Identity Attack0.09080041
Insult0.029273475
Profanity0.04516909
Threat0.012596053
Severe Toxicity0.009231567
Low Tox 0.17631748 Constructive 0.531 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a collapsing country. I really hope that more would-be foreign workers consider that Canada operates more like a scam with their TFW program than anything else. It is not a guaranteed gateway into …
Canada is a collapsing country. I really hope that more would-be foreign workers consider that Canada operates more like a scam with their TFW program than anything else. It is not a guaranteed gateway into citizenship at all. Homes are too expensive, prices of everything in Canada keeps rising & rising, not enough jobs, declining birth rates, the usual issues facing most countries that do not produce any substantial products.
Identity Attack0.08749158
Insult0.083359696
Profanity0.018392462
Threat0.0065827454
Severe Toxicity0.0036621094
Low Tox 0.17631748 Constructive 0.558 Policy_Critique
Feb 11, 2026 25 likes Canada's tighter immigration policy divides …
the old guy coming to canada to escape india, then saying it feels like his home country. is a problem
the old guy coming to canada to escape india, then saying it feels like his home country. is a problem
Identity Attack0.10409598
Insult0.06652143
Profanity0.015557245
Threat0.0071717775
Severe Toxicity0.0033187866
Low Tox 0.17545098 Moderate Con 0.337 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Most of the people I know came from 2008-2013 were skilled professionals were accessed on a point based system ,worked hard and now many own several properties and are contributing to the country. Not bogus …
Most of the people I know came from 2008-2013 were skilled professionals were accessed on a point based system ,worked hard and now many own several properties and are contributing to the country. Not bogus international students, unskilled temp workers or fake refugees we saw under Trudeau era
Identity Attack0.047706615
Insult0.10587067
Profanity0.013302735
Threat0.007029374
Severe Toxicity0.002937317
Low Tox 0.17545098 Constructive 0.656 Personal_Narrative
Feb 25, 2026 1 likes LILLEY UNLEASHED: The fall of …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting hired because companies are hiring foreigners who are cheap labour, young people are not able to afford to move out of their parents homes. We are now seeing young Canadians looking for jobs and opportunities outside of Canada 🇨🇦, the Liberal government has destroyed this country.
Identity Attack0.08666438
Insult0.07238392
Profanity0.014805742
Threat0.009903334
Severe Toxicity0.0037765503
Low Tox 0.17545098 Constructive 0.576 Fear_Threat
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
In India, education and civic sense are still a threshold to be met at par standards- then there's oecd lvl which is above the avg standard😅. - Early immigrants were merely functionally literate...though managed being …
In India, education and civic sense are still a threshold to be met at par standards- then there's oecd lvl which is above the avg standard😅. - Early immigrants were merely functionally literate...though managed being less in numbers. But today Why don't these 1st world countries set criteria for visa just like a strict driving licence which includes more than basic English, how to stand in a line, how to throw garbage in the bin, where to park your vehicle, no loud music, and no public processions if they don't relate to host country. It would have worked fine. Then there's fugitives being granted refuge in UK and Canada. How can they expect social order with ageing demographics?!
Identity Attack0.1064171
Insult0.0806213
Profanity0.035148825
Threat0.0068999166
Severe Toxicity0.004634857
Low Tox 0.17545098 Constructive 0.541 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I am indian still i am against taking over any other country. European counties must rethink about illegal and also legal immigrants
I am indian still i am against taking over any other country. European counties must rethink about illegal and also legal immigrants
Identity Attack0.17536941
Insult0.032909457
Profanity0.027547138
Threat0.009540852
Severe Toxicity0.004348755
Low Tox 0.17545098 Constructive 0.519 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Ask your Government for making your country like asking other countries to take over. Why Blame INDIA. ask ur POLITICIANS
Ask your Government for making your country like asking other countries to take over. Why Blame INDIA. ask ur POLITICIANS
Identity Attack0.12440576
Insult0.07872037
Profanity0.030389199
Threat0.012803185
Severe Toxicity0.0076293945
Low Tox 0.17458448 Low Con 0.199
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of …
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of being branded racist. A large number of these individuals have arrived with fake diplomas, and nobody dares verify them. Why? Because even questioning their credentials risks backlash and accusations of discrimination. And when the diplomas are real, the educational standards often don't measure up, resulting in subpar performance and poor-quality service. Many arrive under the pretense of being students, legally allowed to work only 20 hours a week. But they bypass this by exploiting loopholes in shift trading policies at major Canadian companies, racking up 40+ hours a week with ease. This isn’t disorganized opportunism, it's calculated and coordinated. Their communities are becoming increasingly unified and powerful, turning into breeding grounds for corruption, ethnic nepotism and tribalism. They use their community ties and visible minority status to fast-track into positions far beyond their skill or experience levels. Once inside, they bring in more of their own, creating insular hiring circles designed to shield and advance one another, regardless of merit!
Identity Attack0.051126
Insult0.08410009
Profanity0.027547138
Threat0.008531082
Severe Toxicity0.0037956238
Low Tox 0.17458448 Constructive 0.607 Unverified_Claim
Jun 22, 2025 How Canada broke its immigration …
so what i understood is Indians are complaining about seeing Indians , its not about country its just Humans , First Canadians complaint on the first ones , now the CA--> IN--->NewIN its like a …
so what i understood is Indians are complaining about seeing Indians , its not about country its just Humans , First Canadians complaint on the first ones , now the CA--> IN--->NewIN its like a system, it will be everywhere
Identity Attack0.20483385
Insult0.045593183
Profanity0.017162729
Threat0.00780612
Severe Toxicity0.0044822693
Low Tox 0.17458448 Moderate Con 0.341 Comparative_Framing
Jan 30, 2026 Inside Canada's Indian Metropolis (Brampton)
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)

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.